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Q ZBZIUU5 6I01 c:/CIRC/DaIeDue.p65-p.15 LIVELIHOODS AND LAND USE CHANGE m RURAL SOUTH AFRICA : THE UNFINISHED TRANSFORMATION by Brent McCusker A DISSERTATION Submitted to: Michigan State University in partial fulfillment of the requirements for the degree of DOCTOR OF PHILOSOPHY Department of Geography 2001 ABSTRACT LIVELIHOODS AND LAND USE CHANGE IN RURAL SOUTH AFRICA : THE UNFINISHED TRANSFORMATION By Brent McCusker The principal issues discussed in this dissertation stem from the introduction of six land reform projects into six different rural communities in the Northern Province of South Africa. I uncover the impacts of the projects by integrating traditional social science methods with geographic information technologies such as GIS and remote sensing. Data sources include household survey data collected by the author and six Landsat images. I argue that livelihood systems have not significantly benefited from the introduction of land reform projects, nor have the expected changes in land use occurred. I conclude by presenting the major reasons for the failure of the land reform projects. Copyright by Brent McCusker 2001 ACKNOWLEDGEMENTS Without the support and patience of my wife, Eileen, this dissertation would not have been possible. I appreciate the help and diligence of Dr. David, J. Campbell, my advisor, in the long process we started in 1995. I extend my thanks to all of those people who made my field research possible: Prof. Paul Fouche, Marubini ”the Octo” Ramundzuli, Parvin Shaker, Flip Schoeman, Stephanie Dippenaar, and my research assistants. Further, I wish to thank my committee, Dr. David Lusch, Dr. David Skole, and Dr. Anne Ferguson for reviewing my drafts and providing pivotal insights. The ordeal of being a graduate student was made easier by Laura Cahue. Finally, thanks to my family who have been most supportive through this process. Nkosi Sikelel iAfrica! iv TABLE OF CONTENTS LIST OF TABLES ............................................................................. Vii LIST OF FIGURES ........................................................................... ix LIST OF TERMS AND GEOGRAPHIC NAMES .......................................... . xi CHAPTER ONE INTRODUCTION ........................................................................... 1 CHAPTER TWO REVIEW OF THE LIIERATURE ............................................................. 8 2.1 Introduction ............................................................ 8 2.2 Contextualizing Rural Livelihoods .............................. 9 2.2.1 Definition, Composition, and Debate .................... 9 2.2.2 Gender ........................................................... 14 2.2.3 Research Heritage ............................................. 20 2.2.4 Discussion ...................................................... 22 2.3 Land Use and Cover Change .................................... 23 2.3.1 Research Heritage ............................................. 23 2.3.2 Theories on Land Use ....................................... 24 2.3.3 Scale .............................................................. 26 2.3.4 Examples and Case Studies ................................ 28 2.3.5 Land Use Change in South Africa ........................ 32 2.4 Land Alienation and Reform in South Africa ............... 34 2.4.1 Landlessness ................................................... 34 2.4.2 Tenure ........................................................... 38 2.4.3 Land Reform Choices and Policy ......................... 43 2.4.4 The Community Association Model .................... 57 2.5 The Impact of Change Through Time : Examples from the Resettlement Literature ................................. 60 2.5.1 Resettlement and the CPAs .................................. 61 2.5.2 Lessons from Latin America ................................. 63 2.5.3 The Issues of Time and Transition .......................... 65 2.5.4 State Farms and Cooperatives: Lessons for the CPA Program ......................................................... 68 2.5.5 Example from the Land Reform Literature .............. 73 2.6 Hypotheses and Research Questions ............................ 74 2.6.1 Hypotheses Made in This Study ............................ 74 2.6.2 Research Questions ............................................. 75 2.7 Summary .................................................................. 77 CHAPTER THREE RESEARCH SETTING AND STUDY SITES ............................................... 78 3.1 Introduction ............................................................. 78 3.2 Demographics and History .......................................... 79 3.2.1 Political Geography ............................................. 79 3.2.2 Structure of the Population .................................... 80 3.2.3 Economy, Infrastructure and Development .............. 81 3.2.4 Physical Geography, Weather and Climate ............... 82 3.2.5 Political History ................................................... 83 3.3 Census Data on the Northern Province ........................... 84 3.3.1 Demographic Data ............................................. 84 3.3.2 Land ............................................................... 85 3.3.3 Livelihoods ...................................................... 86 3.4 Land Reform in the Northern Province ........................ 87 3.5 Summary ............................................................... 91 CHAPTER FOUR DATA ANALYSIS ........................................................................... 93 4.1 Introduction ............................................................ 93 4.2 Structure of the Research ........................................... 94 4.2.1 Methods ........................................................... 97 4.3 Interview Data ......................................................... 99 4.3.1 Demographic Data ............................................. 99 4.3.2 Farming as Income Generation .............................. 100 4.3.3 Identification of Food Shortages ............................ 101 4.3.4 Coping Mechanisms to Food Shortages .................. 102 4.3.5 Livelihood Systems ............................................. 104 4.3.6 Land Use and Land Authority .............................. 107 4.3.7 The CPA and Perceptions of Livelihoods ................. 110 4.3.8 Analysis by Gender ............................................. 111 4.3.9 Relationships in the Data ..................................... 113 4.4 Assessment of Land Cover Change Derived from Satellite Imagery ........................................................ 120 4.4.1 Methods and Scene Properties ............................... 120 4.4.2 Findings ............................................................ 127 4.5 Social Driving Forces of Land Use Change ..................... 133 4.5.1 Land Use Patterns on the CPAs .............................. 133 vi 4.5.2 Land Use Patterns on the Control Farm ................... 135 4.5.3 Perceptions of Change ......................................... 135 4.6 Summary ............................................................... 138 CHAPTER FIVE DISCUSSION AND SYNTHESIS ............................................................. 141 5.1 Introduction ............................................................ 141 5.2 Evaluation of the Impacts of CPAs on Member’s Livelihoods ............................................................ 147 5.3 Analysis of Satellite Imagery ....................................... 151 5.3.1 Verifying the Interviews ...................................... 151 5.3.2 “People and Pixels” or ” People or Pixels” ............... 152 5.4 Summary .............................................................. 155 CHAPTER SD( NARRATIVE - THE UNFINISHED TRANSFORMATION - IMPEDIMENTS TO LIVELIHOOD ENHANCEMENT AND LAND USE CHANCE ........................... 157 6.1 Introduction ............................................................ 157 6.2 Impediments at the Household and Farm Scale ............... 161 6.3 Trends or Transitions? ................................................ 179 6.4 Impediments at the Regional Scale ............................... 185 6.5 Comparing Results ................................................... 191 6.6 The Social Forces Hindering Land Use Change ............... 192 6.7 Accomplishments of Land Reform ............................... 193 6.8 Synthesis: The CPA, the Landscape, and the Geography of Livelihoods ......................................................... 194 6.9 Summary ................................................................ 197 CHAPTER SEVEN CONCLUSION ............................................................................... 199 7.1 Contribution to Theory and Method .............................. 201 7.2 Limitations of This Study and Future Research ............... 209 7.3 Summary ................................................................ 211 MAPS ...................................................................................... 214 BIBLIOGRAPHY ............................................................................ 241 vii LIST OF TABLES Table 1 : Livelihood Activities in Rural South Africa .......................... 22 Table 2: Summary of the Types of Tenure in Rural South Africa ......... 36 Table 3 : Options in Land Reform .................................................. 48 Table 4 : Specific Study Sites in the Northern Province ....................... 98 Table 5 : The Range of Livelihood Strategies and Relative Importance... 106 Table 6 : Selected Statistics ............................................................ 117 Table 7: Selected Statistics ............................................................ 118 Table 8 : Relationships in the Data ................................................... 119 Table 9: Detailed Scene Properties ................................................... 121 Table 10: Error Matrix .................................................................. 126 Table 11: Percentage Land Area Conversion from 1988/89 to 2000 by Land Use / Cover Code ................................................... 128 LIST OF FIGURES Figure 1 : Location of Study Sites in the Northern Province .................. 214 Figure 2 : False Color Image of Mahlambandlovu CPA 2000 ................. 215 Figure 3 : Land Use on Mahlambandlovu CPA 2000 ........................... 216 Figure 4 : False Color Image of Mahlambandlovu CPA 1989 ................. 217 Figure 5 : Land Use on Mahlambandlovu CPA 1989 ........................... 218 Figure 6 : Land Use Change on Mahlambandlovu CPA 1989-2000 ......... 219 Figure 7: False Color Image of Monyamane CPA 2000 ........................ 220 Figure 8 : Land Use on Monyamane CPA 2000 ................................... 221 Figure 9 : False Color Image of Monyamane CPA 1988 ........................ 222 Figure 10 : Land Use on Monyamane CPA 1988 ................................. 223 Figure 11 : Land Use Change on Monyamane CPA 1988-2000 .............. 224 Figure 12 : False Color Image of Rondebosch CPA 2000 ...................... 225 Figure 13 : Land Use on Rondebosch CPA 2000 ................................. 226 Figure 14 : False Color Image of Rondebosch CPA 1988 ...................... 227 Figure 15 : Land Use on Rondebosch CPA 1988 ................................. 228 Figure 16 : Land Use Change on Rondebosch CPA 1988-2000 .............. 229 Figure 17: False Color Image of Muyingiseri CPA 2000 ..................... 230 Figure 18 : Land Use on Muyingiseri CPA 2000 ................................ 231 Figure 19: False Color Image of Muyingiseri CPA 1988 ...................... 232 ix Figure 20 : Figure 21 : Figure 22 : Figure 23 : Figure 24 : Figure 25 : Figure 26 : Figure27: Land Use on Muyingiseri CPA 1988 ................................. 233 Land Use Change on Muyingiseri CPA 1988-2000 ............... 234 False Color Image of Control Farm 2000 .......................... 235 Land Use on Control Farm 2000 ...................................... 236 False Color Image of Control Farm 1988 ........................... 237 Land Use on Control Farm 1988 ..................................... 238 Land Use Change on Control Farm 1988-2000 239 Difference between On-Screen Digitizing and Unsupervised Classification ............................................................ .. 240 LIST OF TERMS AND GEOGRAPHIC NAMES Africans- black indigenous people (non-white, non-Indian, non-coloured) Apartheid- the legal separation and discrimination based on race. Dates effective: 1949-1994. Apartheid South Africa - the Republic of South Africa under minority white control that affected, codified, and enforced racially discriminatory acts and actions against the majority black population. Apartheid state - the institutions of governance during the apartheid era. Bophuthatswana- the homeland for the Tswana people under apartheid located in northwest South Africa along the border with Botswana. One of the four so-called 'independent’ republics. Control Farm- the group of residents in a rural area chosen for interviewing due to the nature of their farming system. The answers of this group was meant to provide a control, or check, against the answers from members of Communal Property Associations. Communal Property Association (CPA) - the program under which land was redistributed from 1994-2000. Refers to the entity consisting of transferred farmland and any capital transferred with the land. Department of Land Affairs IDLAj- the state agency charged with land reform. Part of the Ministry of Agriculture and Land Affairs. Escarpment - the physiographic region in the east center of the Northern Province characterized as the border between the lower plateau to the east and the higher plateau to the west. Gazankulu- the homeland of the Gaza people under apartheid located in the east of the Northern Province. Gauteng - the province that encompasses the major urban core of South Africa including Johannesburg, Soweto, Kempton Park, Germiston, Pretoria, and Midrand. Adjacent to the Northern Province on the south. Homeland- an area designated for blacks under apartheid. Homelands were ethnically constituted. Three major political groupings developed: 1) the so- called ’independent’ homelands, the self-governing homelands, and the dependent homelands. The degree of ’independence’ from the Republic of South Africa differed across the groups, but the effective control of the affairs of all homelands lay in Pretoria at all times. Highveld - the area to the west of the escarpment region in the Northern Province. Characterized as higher in elevation and drier. L322!!! - the homeland of the Northern Sotho people under apartheid. Located in two discontinuous large blocks in the center and small units scattered through the east of the Northern Province. Lowveld- the area to the east of the escarpment region in the Northern Province. Characterized as lower in elevation with more humidity than the highveld. xii Northern Transvaal - anecdotal reference to the northern part of the old Transvaal province. Not a distinct province before 1994. Transvaal- the northern most of South Africa’s four provinces until 1994. The province included present-day Mpumalanga, Gauteng, and Northern Provinces and half of the Northwest Province. Union of South Africa- South Africa under English settler control loyal to the crown. Became the Republic of South Africa after 1949 when the Afrikaner white minority gained control of government. m- the homeland of the Venda people under apartheid. Located in the far northeast of the Northern Province. One of the so-called ’independent’ republics. xiii Chapter One Introduction to the Dissertation Land reform, rural poverty alleviation, and social transformation were intended to go hand-in-hand in post-liberation South Africa. Land reform since 1994 has included land restitution, land reform, and land tenure reform. Under land restitution, communities that were illegally removed from their homes, communities, and land under apartheid era law can petition the government for restitution of, or compensation for their property. Land tenure reform seeks to end the widespread chaos in tenure arrangements created under the apartheid system. Multiple and overlapping tenure systems are being simplified and codified. The transfer of land formerly owned by whites through a willing-buyer, willing-seller program to blacks, called land reform, is the focus of this dissertation. I examine the impact of the Communal Property Association program - the land reform delivery system - on the livelihoods of the members and land use change on the transferred land. The research questions raised in this dissertation stem from the introduction of six land reform projects into six different rural communities, namely: 1) What are the specific responses of rural livelihood systems to such a change - how did land reform effect in situ livelihood systems? 2) Is change on the transferred lands evident in land cover and land use patterns - can the social driving forces of such change be identified from the remotely sensed images? 3) Did land reform result in the expected changes in both livelihood systems and land use change? These research questions are drawn from three broad and interrelated theoretical bodies of work, specifically livelihood systems, land cover and use change, and land reform. Throughout this work, two themes repeat and provide pivotal insight into the story of land reform, livelihoods, and land use change, specifically gender relations and issues of scale. Additionally, I draw upon the literature on resettlement and cooperatives to address issues of time and transition. Livelihood Systems livelihood systems are explored in this study and are contextualized as the mechanisms that people pursue to ensure social reproduction, garner income, and meet the various obligations of self and society. Livelihood systems in South Africa are diverse and dynamic. For clarity and precision I preface the term ’livelihood’ in this dissertation with the adjective ’rural’ whether visibly printed or not. This dissertation will not explore urban or pen-urban livelihoods. Livelihoods in rural South Africa can be understood in the broader African context, yet retain locally specific tendencies. Livelihoods throughout the continent have increasingly incorporated non-farm and off-farm activities (Bryceson, 1997). This is no more so the case than in the Northern Province of South Africa, the study region. In fact, non- and off-farm employment constitute the core of rural livelihoods in the Northern Province (Baber, 1996). Migration, petty commodity production, and employment in the civil service are significant contributors to rural livelihoods. Agriculture is in transition in many livelihood systems across Africa (Bryceson, 1997) and the study area is no exception to that trend. Agriculture remains an important cultural icon and provides subsistence for many households, but is rapidly becoming a less important source of actual household income. Land Use and Cover Change Land cover and use change is defined in this study as the temporal shifts in vegetative cover and human uses for a given parcel of land. The hypothesis here is that land use will have intensified on transferred lands. To reject or support this claim, land cover patterns are identified via satellite imagery and interpreted to derive land use for two periods, 1988/ 9 and 2000. The two periods are then compared to understand patterns of Change on and around the six land reform projects. In this study, land use / cover change provides a contextual basis for analysis of the impact of land reform on the landscape. Land use and cover change, or the lack thereof, can be related to the social processes driving livelihood change and visa-versa. The scope and spatiality of change illustrated in such an exercise broadens the range of theoretical questions. Further, understanding land use change in this manner helps provide clarity and verification or rejection of both hypotheses and information garnered through less explicitly spatial methods such as interview schedules and informal discussions. Land Reform Defined here as the transfer of previously white-owned land to black communities, land reform constitutes the core of this study in that the land reform event precipitated the changes under examination in this dissertation. Land reform is narrowed from its legal definition in South Africa. The Department of Land Affairs defines land reform as the transfer of land from whites to any individual or group of black citizens (Dl.A, 1995). I exclude transfers between individuals in this study as the dynamic of social transformation in such transfers is far more limited than those that involve individual to community transactions. The underlying theme of this dissertation is focused on land reform, begging the question - has it worked? I contextualize the land reform program in South Africa against counterparts across the world, measuring progress temporally to provide points of comparison and departure. The resettlement and cooperatives literature is examined to address issues of transition and the timing of this investigation in the project life cycle. I address the question ” how long does it take for livelihoods to adapt to a land reform project?" in order to gauge the results of the study, either as trends or transitions. I then compare other case studies with the South African land reform project - the Communal Property Association (CPA). The CPA program, operating from 1996-2000, facilitated land transfers by pooling the resources of black communities in order to purchase farms that would have been otherwise unobtainable. The program was designed to provide start-up and program capital as well as technical assistance and a legal operating framework. Using the data collected during fieldwork and drawing on the literature, I analyze the progress of the Communal Property Associations at their fourth anniversary and relate the findings to livelihoods and land use change, seeking clear and scientifically defendable relationships. Dissertation Outline The next chapter sets a theoretical basis for the discussion of livelihoods, land use change, and land reform in rural South Africa. I review the relevant literature regarding each as well as the important contributing themes of gender relations, scale, and resettlement. The contributing themes, in many instances, shed as much light into the dissertation as the so-called ’main themes’. In discussions, I have chosen to integrate the literatures and themes to present a more holistic, rather than rigid systematic, analysis. The major assumptions are stated and the research questions are then raised. The context of the study is set in Chapter Three. I provide background information on the Northern Province and the specific study sites. I employ government census data to provide a broad understanding of livelihoods in the province and describe the progress of land reform. I lead into the core of this work with the presentation of the data in Chapter Four. I provide information on the methods utilized and then segment and discuss each. I start with a review of the interview schedule data, focusing on income generation, food shortages, coping mechanisms, the constituents of livelihood systems, the systems of land use and authority, and members’ perceptions of the CPA. I then center one of the recurrent themes, gender, and gather together the key findings. Statistical relationships in the data are next explored. Finally, I describe the method of analysis for the identification of land cover and use change. I show the scope of change for each study site and ponder the social driving forces of change. I specifically attempt to link social process and satellite-derived interpretations of change. In Chapter Five, I address the research questions presented in chapter two providing explanations of the key findings in the context of the larger literature and the local environment. An evaluation of the impacts of the land reform projects on livelihoods is undertaken and a discussion of the utility of satellite- derived change analysis follows. I construct a narrative regarding the relationship between the land reform event and livelihoods and land use change in Chapter Six. In this chapter I attempt to provide explanation for the ”unfinished transformation” by specifically grounding my arguments within the local context and the relevant literatures. This chapter addresses the questions 1) Has land reform delivered the anticipated level of rural poverty alleviation? 2) What were the reasons for success or failure at the farm level? 3) What were the reasons for success or failure at the regional scale? 4) Are the processes identified trends or symptoms of transition?; and 5) What were the expectations and what could be expected based on examples from the literature? I' conclude in Chapter Seven by locating the study in the literature, identifying its relevance to the discipline and science in general, and posing questions for future research. I identify the assumptions and limitations of the study and provide recommendations. Chapter Two Review of the Literature 2.1 Introduction This review of the literature brings together three fields of study that have been only weakly linked together. The relationship between these three topics is central to this dissertation. I will attempt to show the complementarity of the livelihoods, land use change, and land reform literatures in order to ground the findings of this study presented in the following chapters. I begin each section with an overview of the dominant themes in the general literature. I then emphasize the topics most pertinent to this study and re-examine them focusing on the study area - rural South Africa. When reviewing the literature on livelihood systems I pay particular attention to the definition of livelihoods, livelihood strategies, the construction of the term ’household’, gendered relations, and the literature covering the above issues that has particular relevance to South Africa. Regarding land use and land cover change, I situate the broad literature and focus specifically on scale in land use change studies, examples of broad relevance, and case studies and issues pertaining to South Africa. The discussion on land reform encompasses land alienation issues, land tenure types and land tenure reform, and land reform choices and policy direction. This chapter concludes with a synthesis and critique of these three literatures. 2.2 Contextualizing Rural Livelihoods The term ”livelihoods” has engendered a lively debate between theoreticians examining livelihoods either as a function of household economics or those that view household livelihoods as a social construct, derived from dialogue and dialectic between multiple scales, structures, and actors. The rift between the two competing ideologies has narrowed recently (Ellis 1993) and the resulting productive discourse has been reflected in a more integrated, although still somewhat disconnected literature on livelihood systems. In an attempt to be both conceptually rigorous and thorough, I will first examine the meaning of the term ”livelihood" and will follow with a review of the various arguments on the composition of livelihood systems. Finally, I will present the literature relevant to livelihood in South Africa, with a few specific examples from the Northern Province. It must be noted here that the focus of this study is on rural livelihoods, therefore the bulk of the literature discussed here refers to rural rather than urban or peri-urban livelihood systems. 2.2.1 Definition, Composition, and Debate Defining the term ”livelihood”, specifically rural ”livelihood”, is a process facilitated by a wealth of literature on the topic (see Bernstein, et.al., 1992). I wish to be clear here and first separate constituent components of the term to avoid lateral confusion between ”livelihood” and other terms, most notably ”coping mechanisms”, “food security”, ”vulnerability” and ”agriculture/farming”. This study specifically addresses issues of livelihood, of which the terms coping mechanisms, food security, vulnerability, and agriculture/ farming are a part of or closely related to, but not the same as ”livelihood”. A coping mechanism occurs when a household or individual’s livelihood system has been disrupted in some way and an alternative path is sought to overcome hardship. Food security refers to the ability of a household or individual to obtain enough food to maintain basic life functions. Vulnerability refers to how likely a household or individual is to suffer hardship due to a change in livelihood. Agriculture is a component of livelihood, not to be equated with the term livelihood. Definitions are usually contested and debated and the definition of ”livelihood” is no exception. However, opinions have gathered around a core idea that refers to livelihood as the ”the means of securing a living” (Chambers and Conway 1992). Ellis (1998) provides a broad perspective on livelihood noting that ”livelihood is more than just income” and that ”a livelihood also includes access to, and benefits derived from, social and public services provided by the state" (4). ”Livelihoods” can be thought of either as static, a snapshot in time, or as a process, where change will strengthen or weaken households over time, but not always in a linear fashion. The concern of this study is investigating whether or not the diversification of livelihoods, what Ellis (1998) defines as ”the process 10 by which rural families construct a diverse portfolio of activities and social support capabilities in their struggle for survival and in order to improve their standards of living”, has occurred among study participants. In this respect, livelihoods in this study are defined as the composite of multiple processes operating through time rather than as snapshots in time. Ellis clarifies by noting that ”livelihood diversification is not synonymous with income diversification”, the latter referring to transfers of cash or credit whilst the former may encompass non-income transfers, for instance, access to a free clinic. May (1999) identifies eight ”livelihood activities” particularly relevant to this study: 1. Agriculture - in any form 2. Small and Micro Enterprise - for South Africa, the ”spaza” shop and ”hawking” are most important 3. Wage Labor- often cited as the single most important source of income 4. Claiming Against the State - primarily pensions 5. Claiming Against Household and Community Members - remittances constitute the largest single claim made against relatives, but other forms can be evidenced . Unpaid Domestic labor - usually women’s work . Illegitimate Activities - illegal or socially unacceptable activities . Non-Income Earning Activities- activities that do not generate direct income, but afford households greater livelihood flexibility, for example participation in civic organizations. NVO\ Chambers and Conway (1992) describe the ”provisional anatomy” of household livelihood in four parts. First are the people and their livelihood capabilities, second are the activities, or what they do, third are the assets, tangible and intangible, and fourth are the gains or outputs, what they obtain from what they do (paraphrased from Chambers and Conway, 1992, 9). 11 Just as the definition of the term ”livelihood” is contested, so is the definition of ”household”, the unit of analysis for this study. Guyer and Peters (1987) describe the household: The household is of variable structure; is both outcome and channel of broader social processes, and is the site of separable, often competing, interests, rights and responsibilities. It is as much a ’segmented’ unit as are labor markets segmented by gender, age, clan, ethnicity and so on. Moreover the ideological construction of the household, the range of cultural meanings attributed to domestic units, conjugal and age relation and residential patterns are also critical to a fuller understanding of the dynamics of production and consumption that generate the diverse social units we call households ( 210-211). Martin and Beittel (1987) position households in relation to labor markets, arguing that households are ”constituted by a small group, the household is the unit that ensures the continued reproduction of labour through organizing the consumption of a collective fund of material goods - a unit therefore different from the family, co-resident dwelling groups, and kinship structures” (218). With relevance to South Africa, May, et.al., (1994) summarize concerns over the use of the term ’household’: The boundaries of the household, the division of power within the household, and the division of labour within the household, and the dynamic nature of households are all issues about which reductionism [sic] assumptions have been made, and this confusion of the nature of the household has led to misleading conclusions regarding vulnerability in rural areas. As an example, the popular use of the household as the standard unit of analysis in surveys has lead to an unwarranted attention on female headed households, being a readily identifiable means of introducing gender into analysis. However, this distracts attention away from the circumstances of the majority of women in rural areas who live in households in which a male is the de jure head. Moreover, while the orthodox notion of the household assumes a household structure that is applied consistently in all places and at all times, empirical studies would 12 suggest otherwise and the structure and dynamics of households and intra and extra household capabilities have been found to be more diverse and complex (8). May, et.al. argue that the household is better defined in three parts, ”fire boundaries of the household, the division of power within the household, and the division of labor within the household” (1994, 8). This alternative definition of the household is useful in a South African context, with family units being torn apart historically due to labour migration and recently due to urbanization. Several authors have differentiated households, primarily by class, into broad categories. Carter and May (1999) have divided households by livelihood type into eight classes, namely: Marginalized Welfare Dependent Remittance Dependent Secondary Wage Dependent Primary Wage Dependent Mixed Income with Secondary Wages Mixed Income with Primary Wages Entrepreneurial FNF‘P‘PSPNE" They describe marginalized households as those with very little actual income and no cash transfers. Welfare dependent households are those firat rely on some form of transfer from the state or welfare organizations. In South Africa this includes old age pensions. Remittance dependent households, common in South Africa, are those first rely on the money sent back from a relative with employment elsewhere. Secondary and primary wage dependent households are those that rely on a family member's informal or formal wage, respectively. 13 Households firat combine several livelihood strategies but are dependent on eifirer informal or formal wages are characterized as mixed income and are differentiated by fire type of employment. Finally, entrepreneurial households are first excel due to agricultural production and / or business. (Carter and May 1999). Households in fire latter categories tend to be more prosperous. 2.2.2 Gender What is fire contribution of gender to a project on livelihoods and land use change in rural Soufir Africa? Ngqaleni and Makhura (1996) illustrate a very basic and relevant point. They note that women perform fully seventy percent of fire labor on small-scale farms in the Northern Province. Second, the phenomenon of male out-migration to fire mines of northwest South Africa is perhaps most pronounced in fire Northern Province, leaving women to tend farms and maintain the ’rural’ livelihood. Third, at a more theoretical, and potentially more useful level, fire conceptualization of gender and fire household is strongly challenged in rural South Africa. Households, particularly firose termed ”female-headed" do not always match the theoretical expectations of even fire most careful scholars on rural livelihoods and gender. Most importanfiy, however, this study explorer and uncovers key differences among and between women and men. While caution is exercised in the construction of the household, the relevance of fire broader gender literature to this study is 14 reflected firrough fire ”gender and development” and post-modem feminist approaches that focus on difference. Not only have studies of gender moved from women’s role to a focus on gender relations (Joekes, 1996; Razavi and Miller, 1995), but feminist writers are also reconceptualizing fire household as a relevant framework for assessing such relationships. Households are largely constructs of economic theory, often overlooking the relations that individuals have with ofirer individuals, actors and institutions in society, and with nature. All too often households are constructs of convenience. While rural studies have long acknowledged women and their contribution to and in the household, fire notion of the household in relation to gender as fire ideal unit of analysis is problematic on another level. Peters recognizes several key problems wifir fire use of fire household, particularly fire ”female headed household". Though useful in dis-aggregating fire household, fire notion of ”female-headed households” fails to ”take into account fire significant differences between, for example, male-headed households and female-headed households or between small male farmers and small female farmers” (Peters, 1995,95). Furfirer, fire notion of female headed household blurs the similarities between firese categories. Peters notes firree major problems with fire use of fire term ’female-headed household’ First, female-headed is often equated with impoverished. Second, household structure is not fire only consideration when 15 examining gender relations, and firird, gender relations and relations with actors and institutions outside of fire household are obscured. Gendered analysis of fire household, thus, represents an attempt both to challenge conventional notions of fire household as one unit and to reexamine fire perceived notions of ’female-headed households’ as a category of household. This understanding is particularly potent in rural Soufir Africa where households have typically centered on women, but where gender relations firat influence livelihoods extend well beyond the boundaries of fire household. Thinking on women and gender has shifted through several conceptualizations in fire past decades (Joekes, et.al, 1996; Razavi and Miller, 1995). The role of gender in development shifted away from the early conceptualization of women’s roles in the household and society to the incorporation of women in fire development process, or WID. Advocates of a WID approach argued fire bringing women into the development process would necessarily improve bofir fire process and women’s lives. An alternative approach, gender and development (GAD), maintains firat simply incorporating women into development is not sufficient. Rafirer, an examination of gender relations is critical in understanding the dialectic between gender, not just women, and development. The GAD approach emphasizes investigation into fire differences between and among both men and women. Young writes: 16 A focus on women alone was inadequate to understand fire opportunities for women for agency or change; firat women are not a homogenous category but are divided by class, colour, and creed; firat any analysis or social organization and social process has to take into account fire structure and dynamic of gender relations; firat fire totality of women’s and men’s lives has to be fire focus of analysis, not merely their productive, or their reproduction activities that women are not passive, nor marginal, but active subjects of social processes (Young, 1993, p.134). Young furfirer notes firat fire sexual division of labor is important as it ”constructs women in relation to men - as their inferiors, fireir chattels, fireir helpmates, or fireir equals” (Young, 1993, p.141). The sexual division of labor ”is a critical element in maintaining and/ or recreating gender inequality” (p.141) and must be done away wifir. The concepts of ”gender and development” and ”post-modern feminism” deconstruct fire notion of ”women” as a homogenous unit. Moser oufiines the basic conceptual shift away from a ”women in development” approach to a ”gender and development” approach: Approaches to issues relating to women in developing countries became concerned with fire manner in which gender and concomitant relationships were socially constructed. The focus on gender rafirer firan women makes it critical to look not only at fire category ’women’ - since firat is only half the story- but at women in relation to men, and the way in which relations between these categories are socially constructed. Men and women play different roles in society wifir fireir gender differences shaped by ideological, historical, religious, efirnic, economic and cultural determinants. These roles show similarities and differences between other social categories such as class, race, ethnicity, and so on. Since the way firat are socially constructed is always temporally and spatially specific, gender divisions cannot be read off on checklists. Social categories, therefore, differentiate fire experience of inequality and subordination wifirin societies (Maser, 1993, p.3). 17 Moser furfirer differentiates between fire WID and GAD approach noting firat fire WID assumes the development process would be facilitated by simply incorporating women while fire GAD approach argues for an examination of gender relations in development. Jackson illustrates differentiation among women regarding environmental degradation noting: Women as a group do not experience environmental degradation in a uniform manner - firese effects are mediated by fire livelihood system. Some women may have remittances from migrant males, or more diverse livelihoods, or assets that may be liquidated, or kin0based entifiements which ameliorate fire effects of environmental degradation (Jackson, 1993, p.1949). In addition to fire community level, differences exist between women at the household scale. Jackson argues firat fire relations between mothers and daughters, junior and senior wives exacerbate the differences already present, such as class (Jackson, 1993,p.1949). Furfirer, she explains how gender relations and differences play out across environmental knowledges, property relations, space, and intrahousehold dynamics. Empirical examples of fire importance of examining differences among and between men and women abound. Sylvester (1995)identified differences among women in a rural producer’s group in Zimbabwe, while Thomas-Slayter identified cleavages among women in a Kenyan community dependent on a local natural resource. 18 A post-modernist feminist approach to fire study of gender and gender relations, however, calls into question some of the central tenants of a GAD approach. Marchand and Parpart (1995) critique GAD arguing firat it is rarely incorporated into development planning and continues to characterize women as vulnerable (p.15) . In addition, a GAD approach essentializes women. They note first ”gender does not constitute a super-ordinate category, but takes precedence only wifirin certain situations” (Marchand and Parpart, 1995, p.173). Finally, central to firis study is fire feminist political ecology approach to the study of gender. A feminist political ecology approach, writes Rocheleau: Begins with fire concern of fire political ecologists who emphasize decision-making processes and fire social, political, and economic context firat shapes environmental policies and practices. . .Femirrist political ecology treats gender as a critical variable in shaping resource access and control, interacting wifir class, caste, race, culture, and efirnicity to shape fire processes of ecological Change, fire struggle of men and women to sustain ecologically viable livelihoods, and the prospects of any community for ’sustainable development (Rocheleau, 1996, 4). Rocheleau highlights three important areas of investigation wifirin fire framework, particularly gendered knowledge, gendered environmental rights and responsibilities, and gendered environmental politics and grassroots activism. Gender is included in fire tapestry of forces that shape decisions across scale, taking political ecology into feminist political ecology. The literature on gender difference is particularly important to firis study where class, ethnicity, and access to resources have all been factors firat have long differentiated rural Soufir Africans, including women. Access and control 19 over resources, livelihood systems, and food security are not issues that can be dichotomized between men and women in rural Soufir Africa. The impact of differential development, apartheid, and fire creation and destruction of ”traditional” cultural practices and habits are forces firat have led to pronounced cleavages among all groups, not just gender groups, in South Africa. The examination of fireses differences will provided clearer insight into the impact of fire land reform projects on gender relations. 2.2.3 Research Heritage As noted above, agriculture is not equivalent to livelihoods, but it is important to the livelihood strategies of people in rural Soufir Africa. As in much of fire rest of rural Africa, livelihood strategies no longer depend solely on agriculture as fire main source of income. While agriculture remains important, it can not stand alone in an analysis of rural livelihoods. Baber (1996) in two case studies of fire Norfirern Province showed the significance of remittances, non- farm activity, and pensions to fire livelihoods of households. While agriculture remained an important source of income (in fact, the most important in one study), ofirer activities were essential to household survival. The literature on rural livelihoods consistenfiy recognizes fire importance of extra-agricultural sources of income (Bernstein, et al. 1992; Bernstein 1994; Reardon 1997; Lipton 1996; Lipton 1993; Chopak 1991; Davies 1993; Cabre- Madhin and Reardon 1989; Haggblade 1989; VanZyl, et al. 1991). Non-farm 20 income in firis study is defined as " income from local non-farm wage employment, local non-farm self employment, and migration income" (Reardon 1997, 4). Reardon includes migration income as a component of off-farm income, however, several ofirer authors exclude migration income, preferring to analyze it separately (Baber 1996; May 1996). Remittances from labor migration are essential to livelihoods in the Norfirern Province (Baber 1996; de Villiers 1995). Lemon (1987; 1995) describes the structural factors that led to the high level of dependence on migration for income, primarily the forced segregation into homelands. Baber (1996) shows the importance of remittances to household livelihoods in fire Norfirern Province. The former lebowa homeland was established primarily as a labor reserve and ”dumping” ground for Soufir Africa's industrialized norfirwest (Smith 1990). Table 1 shows fire distribution of livelihood activities in fire rural areas of Soufir Africa. May points out firat, historically, poverty in South Africa stemmed from an ”erosion of fire asset base” due to fire forced Bantustanization of fire population, fire ”impact of a disabling state”, referring to the aparfireid government, and fire ”direct impact of policies that incorporated gender and racial discrimination” (May 1999, 12). 21 Table 1 : Livelihood Activities in Rural Soufir Africa Activity “/o Households Engaged Agricultural Production 36.4 Small and Micro- Enterprises 10.4 Wage Labour in fire Primary 22.1 Age Labour in fire Secondary 37.4 Claims Against Household 39.0 Claims Aginst fire State 32.4 Source: May, 1999 2.24 Discussion The literature on livelihoods has evoked several firemes pertinent to firis study. First, fire review of fire contested nature of the definition of ’livelihood’ and ’household’ has produced a clearer understanding of these terms and has addressed fire issue of how they will be used in this study. Lateral confusion wifir food security, coping mechanisms, and ofirer terms has been avoided, thus narrowing fire scope and allowing for more focus on the topic of livelihood. The ”household” as a unit of analysis and conceptual construct has been reviewed with attention paid to gender and households. The introduction of gender into fire discussion on households showed fire fractured nature of fire construct. In a society such as Soufir Africa, where tradition has been invented and change is constant, challenging the assumptions on household typology, especially with relation to gender, will help to avoid overgeneralizations and misinterpretations. Finally, deconstructing fire concepts in a South African framework (evidence May) and understanding fire dynamics of bofir livelihood and household will 22 help provide a strong foundation for analysis of data collected about livelihoods at fire household unit in rural South Africa. 2.3 Land Use and Cover Change 2.3.1 Research Heritage The conceptualization of human relationships wifir land is a long held tradition in geography (Sauer 1925; Barrows 1923). Recently, Blaike and Brookfield (1987) and Feet and Watts (1996) have widened perceptions of firis relationship by challenging scientists to understand social meanings behind land and fire environment. Land relationships are not only limited to "use" and "management", but also to a series of complex interactions among and between actors and institutions. Evidence of firese processes is abundant (Liverman 1990; Olson 1990; Moore 1993; Neocosmos 1993; Vogel 1993; Levin and Weiner 1997). Recognition of land use change as a fundamental element of global change studies has prompted calls for a greater understanding of impacts firat humans induce on their environments (Ojima, et a1. 1994; Houghton 1994; Turner, et al. 1993, Meyer and Turner 1994). The relationship between socio-economic drivers and resultant land use change, including positive and negative feedback needs close examination. The dynamics of scale and fire relationship between socio-economic drivers has been poorly understood and only vaguely conceptualized, alfirough much progress has been made in recent years (Ojima, et al. 1994; Turner, et a1. 1993; Skole, et a1. 1994; Olson 1990; Liverman 1990; Showers 1994; Snyder 1996). 2.3.2 Theories on Land Use While excellent at providing descriptive detail of land use and cover change and identifying broad driving forces, global change studies have generally failed to provide a mechanism for fire study of fire interaction of people, institutions, and other elements central to an analysis of bofir livelihoods and land use change. Complementing land use and cover change/ global change studies, political ecology provides a conceptual framework and fire mechanisms of analysis needed to critically evaluate the intersection of livelihoods and land use change in a complex setting embedded with issues of gender, class, and power, such as rural South Africa. Political ecologists are particularly adept at forming understandings of the structures that influence fire relationship between people and land, especially in terms of scale, history, fire state, and local social relations of production (Bassett 1988). Blaike (1994), Blaike and Brookfield (1987), Watts (1983), and Campbell (19%; 1990) describe political ecology as a framework proficient at dealing with fire many social, political, economic, and environmental forces that land users must face. Not only must institutions, such as the state, be forefront in any explanation, but scale must also be examined. The state is an institution wifir 24 strong influence from fire international to local scales and it impacts local processes in a variety of ways (Blaike 1994). However, political ecologists have provided less than adequate explanations of fire more contextual issues such as gendered space (Rocheleau 1996), perceptions of the environment, and cultural symbolism. Analyses based on gender (Rocheleau 1996) and fire notion of fire social construction of nature (Escobar 1996) provide a more complete understanding of fire interaction between humans and fire environment, and provide a much needed contextual aspect to more conventional political ecology analyses. Ecology itself is changing, incorporating chaos and disequilibria, and political ecologists, particularly geographers, can benefit by incorporating these changes (Zimmerer 1994). Political ecologists also tend to fail to operate beyond specific case studies. Few attempts have been made to present a global perspective wifirin fire political ecology framework. The global scale is represented as an input or output factor; rarely are findings generalized in such a way that a global political ecology could be constructed. Alfirough scale is considered core to political ecologists (Campbell 1998), fire vast majority of case studies operate at the household or community level. Fewer studies integrate regional analysis beyond a spatially small area, and even fewer attempt to paint a global picture. The global scale simply becomes a feedback loop in fire system. This broad body of theory shapes and informs firis study by providing conceptual categories for operationalizing land use change and livelihood in 25 rural Soufir Africa. I will draw on firese fireories and broad bodies of work to elicit informed conclusions on fire processes of land use change and fireir relationships to livelihood systems. 2.3.3 Scale Scale in fire study of land use and land cover change is a salient, yet unresolved issue. A political ecology approach could be useful if strong relationships between global and local processes were readily manifest. One of fire central difficulties in addressing scale in land use and cover change analysis is fire use of data from different scales. Political ecology tends not to project empirical evidence from case studies to fire global scale due to incompatible research design across case studies. To date, a global political ecology, one in which an attempt is made to aggregate data collected at multiple local sites into an overarching theory or model of land use change, has not materialized. To be sure, global change studies have not progressed much furfirer either. Proximate variables, such as population, have been used to attempt to fireorize and model land use change at fire global scale, however, fire data are just as inconsistent and refutable as would be an attempt by political ecologists to aggregate disparate case study data. Meyer and Turner (1994) argue: 26 Though a global view is required for some purposes, a globally aggregate one is insufficient for answering many pressing questions. The net worldwide trajectories of land-cover change area rarely duplicated in any region or locality. Consequently, explanations, forecasts, and prescriptions developed only from global aggregate data area likely to be worse firan useless when applied in sub-global units. Nor can adequate global projections be developed from global aggregate data alone because global tools represent aggregations of quite dissimilar world regions. (1994, 7) While discounting fire global approach due to a lack of reproducibility in regional and local scales, fire aufirors point out fire problems wifir fire local and regional scale approach as it relates to land use and cover change studies: Yet fire opposite extreme from fire global aggregate approach, a plefirora of micro-studies highly attentive to local context and singularity, is equally unsatisfactory given fire needs and constraints of fire global change research program. A large literature of small-area studies does exist, and it offers many insights into fire complexities of nature-society interactions. Practical considerations, firough, prohibit the separate study for global modeling purposes of every piece in fire world’s mosaic of environmental and socioeconomic conditions. Nor could the results, even if collected in a systematic and comparable way, necessarily be aggregated unproblematically for higher scale of analysis (1994, 7). Lambin (1992), describing desertification in Burkina Faso, remarks that ”an analysis of fire environmental consequences of decision-making often requires a broadening of geographical scale” (1992, 5). The argument here is firat upward linkages in scale cannot be overlooked when conducting specific case studies. Furfirer, Lambin writes ” an approach that employs a nested set of spatial scales has proven to be appropriate to understand the behavior of land managers responsible for desertification" (1992, 4). What all of fire authors advocate is a goal rafirer firan a reality. In reality, many studies tend to focus on one scale of 27 analysis wifir fire ofirer scales being inputs and outputs. This study will be no exception, however, as analysis at greater than fire local / regional scale has not been attempted. I have purposefully investigated regional phenomenon in order to present a broader interpretation of land use change in the study region, but have refrained from drawing global implications for just the same reasons illustrated above. 2.3.4 Examples and Case Studies Several firemes resound in fire literature on land use and cover change, whefirer fire example is global or local. Both empirical examples and theoretical studies tend to focus on driving forces of change and scale issues. Furfirer, most empirical studies rely on remote sensing to characterize fire scope of change. The driving forces of land use change at fire global scale have received much attention in fire literature. Population, affluence, and technology (PAT) as driving forces have been central in several arguments (Sage 1994; Grubler 1994; Bilsborrow and Okofir-Ogendo 1992; Heilig 1993; Meyer and Turner 1992) while others have examined institutions (Sanderson 1994) and culture (Rockwell 1994). Bilsborrow and Okoth-Ogendo (1992) examine fire link between population growfir and land degradation in developing countries. They note three phases in fire ”raponses of land-use practices to population growth" (38). Phase one includes tenurial changes, such as accommodation, fragmentation, and reclassification. An example of accommodation is fire use of underutilized land, 28 fragmentation refers to dividing existing parcels into smaller parcels, and reclassification entails making land available ”to permanent or traditional members of fire community at fire expense of ofirer members” (39). Adjustment in fire second phase is affected through land extensificatiorr, using land previously outside fire control of fire community. Finally, Bilsborrow and Okoth-Ogendo argue firat new technologies will be sought to accommodate increased population. The intensification of land use in response to increasing population is most closely associated wifir fire work of Ester Boserup (1965; 1%1). Meyer and Turner (1992) address several issues relevant to fire driving forces of land use and cover change at fire global scale. They remark on three points. First, ”fire driving forces of change may vary wifir fire type of change involved” (1992, 51). Simply put, this means change from forest to agriculture will not always be driven by fire same forces driving change from wetlands to agriculture. Different types of change will have different driving forces. Second, they argue firat ” fire same kind of land-cover change can have different sources in different areas even wifirin particular world regions" (1992, 51). This reflects fire problem of aggregation. Specific case studies wifirin a world region may point to different forces of change, alfirough the expectation might be firat similar areas experience similar forces. Finally, they point out that ” in fire dynamics of underlying ’causes’, no agreement exists on the level at which adequate explanation is achiev ” (1992, 51). The problem of scale is unresolved. 29 Several studies describe land use and cover changes at a broad regional scale. Heiling (1997) identifies five factors driving land use change in China’s East. Population increase, rural-to-urban migration, economic growfir, changes in lifestyle, and changing ”economic and political arrangements” will drive future change. Skole, et.al. (1994), examining deforestation in fire Amazon region of Brazil, focus on population, but warn ”simple relationships to population growfir may not alone describe factors driving deforestation in fire Amazon” (1994, 318). Furfirer, firey argue firat ”economic and institutional factors” driving agricultural expansion help explain deforestation. While empirical evidence at the global scale is mired in debate over quality and compatibility (Turner and Meyer 1994), regional and local scale data on fire driving forces of change become more specific and are easier to quantify. Because firis study does not attempt to address land use and cover change from a global perspective, I will focus on fire regional and local examples of driving forces. Reid, et.al. (1999) highlight specific driving forces of change in an area of central Efiriopia plagued by trypanosomiosis. The authors found firat a combination of local forces (fire introduction of trypanosomiosis) and national forces (resettlement policy; land redistribution) shaped land use change. Lindblade, et.al. (1998) writing on southwestern Uganda indicate that the perception of change among farmers had led to a real change in land use patterns. Alfirough fire aufirors found firat population increases had not 30 substantively affected increased pressure on land, the perception of population pressure had led firem to reduce fallowing. This case study is particularly relevant to fire dissertation as perceptional data lays the foundation for understanding fire social forces most responsible for change. In a case study of Iraqw farmers in norfir central Tanzania, Snyder (1996) identifies out-migration, soil fertility, pests, and fire introduction of agro-forestry as forces of change, but focuses on fire relationship between labor and forestry. She argues firat ”farmers in the Iraqw homeland are choosing to invest in less labor and capital-intensive agro-forestry practices rafirer firan increasing fireir investment in food crop or cash crop production” (336). Walker, et.al. (1996) in an Amazonian study at the household level found that fire strongest driving forces of change ”emerge on fire basis of bofir domestic cycles and fire exercise of social power by privileged groups” (76). The aufirors furfirer note, ” it is impossible to separate fire ecological problem of deforestation from fire social issues of land concentration, rural violence, and frontier development” (77). In a similar study, Scatena, et.al. (1996) discuss cropping and fallowing sequences as an important household and community driving force of change. These studies of specific social processes at the local scale relate human action to landscape change and are, firerefore, useful to firis study. 31 2.3.5 land Use Orange in South Africa Land use and cover change in Soufir Africa is neifirer unique nor more important firan in ofirer world regions. I will not try to set land use in Soufir Africa as somehow special or different. I will argue, rather, firat Soufir Africa is representative of a broad range of land use and cover changes. I posit here firat two types of land use and cover change are evident in fire Soufir African landscape. First is structured. Structure is firat which constrains, such as firrough a legal system or societal norms (Giddens 1984). This represents known, readily identifiable and predictable changes manifest largely in land use plans and management documents. Timber plantations are the largest contingent of such change in fire norfireast Soufir Africa. The scope and spatiality of such change is known in timber company documents, town and regional land use plans, etc. The second type of change, and fire focus of firis study, can be described as agentist change. Agency is fire freedom individuals have to act upon fireir own will (Giddens 1984). This category represents less structured change- spurred by individuals and groups in society where outcomes are neither easily measured nor planned and often come into direct conflict with structured forms of land use. Change in Soufir Africa is neither exclusively structuralist or agentist. That fire Soufir African state (a structure) seeks to alter fire landscape through land reform makes fire country a good case study. The state as a force of change is 32 clear and can be evaluated and analyzed as a factor of total change. Institutions in Soufir Africa, such as fire Department of Land Affairs, seek to influence change (Department of Land Affairs 1997). Rural households represent one of fire largest contingents of agentist change. Decisions made at fire household level do not always conform wifir structural directives, legal codes, or proclamations by local, regional, or national aufirorities. For instance, land invasions are a clear expression of an agent’s desire to occupy land against fire structural constraints of law and law enforcement. Household decisions, it will be shown in firis study, do not always take into consideration guidance or instructions from structures in society. Land use change in fire Northern Province includes fire transfer of ”white" farms to Africans, occupah'on of land by Africans in formerly restricted areas, abandonment of land, state-sponsored land reform projects, change in fire mix of crops, for instance from subsistence crops such as maize to commercial crops (Upton, etal. 1995). Land use patterns can also change as a result of decisions made by the chief. This situation occurs as a result of more "traditional" forms of tenure and political relationships (Cross and Haines 1988). In this study, two types of land use change will be examined- fire transfer of former "white” farms to Africans and fire changes in areas near fire transferred lands. 33 2.4 Land Alienation and Reform in South Africa: Examples from the Literature 2.4.1 landlessness While fire focus of firis dissertation is on the dynamics between land use change and livelihood systems, a review of land issues in Soufir Africa will lead to a greater understanding of how livelihoods and land use are affected by the rural-historical context. The current situation in rural areas is a direct and unambiguous result of fire assault of fire colonial and apartheid states on the land rights of Africans. Land use change in Soufir Africa is not a spontaneous event, rafirer a long process of contestation between various individuals, groups, communities, and authorities. To understand the process of land use change, it is vital we understand fire how fire conditions of current land distribution were affected. While land alienation in South Africa did not begin with the 1913 Native Lands Act, firat act did codify previously disparate laws and statutes into an overarching and draconian system firat facilitated African land dispossession. In reality, alienation had been occurring since fire first colonial wars in fire Cape. Africans faced dispossession on a large scale wifir fire extension of the Cape Colony eastward into what is today fire Eastern Cape province. Bundy (1988) maintains firat a peasantry was created and destroyed in the process of nacient capital expansion. Once capital had penetrated fire interior reaches of the firen colonies of fire Cape and Natal, and later the Orange Free State and Transvaal, it set out to destroy fire much more competitive and economically successful African peasantry. In fire late 19th and early 20th century, fire concentration of power into fire hands of fire white minority and the process of consolidation of state aufirority into fire rural areas gave rise to fears among white farmers over lack of labor. At first time, fire range of agricultural activities open to Africans was considerably wider than after fire enactnrent of fire 1913 and 1936 land acts. Africans could engage in peasant agricultural production on land titled to firemselves or on communal land, become a labor tenant, sharecrop, become a farm laborer, or occupy and farm state land. At firis point, the definition of a ”peasant” becomes rather important. The argument forwarded by Bundy firat the peasantry had been destroyed by fire time of fire Second World War is central to land issues in fire present. Krober and Redfield (in Bundy 1988) define peasants as: 1) involved in market activity 2) involved in politics beyond fire village 3) involved in country-wide peasant network 4) representing a small version of the larger society Shanin (cited in Bundy, 1988) rejects firis culturally based definition and opts for a more power-based definition, remarking that in peasant societies: 1) fire family farm is fire basis of social organization 2) land husbandry is fire main focus of fire household and fire main source of livelihood 3) a culture develops firat appreciates small communities 4) peasants are oppressed by ofirer social groups 35 In Soufir Africa, even at fire turn of fire 20‘“ century, it would be hard to find many rural inhabitants who would qualify for the label ”peasant” by eifirer of firese definitions. In order to avoid a long fireoretical debate, I will side wifir Bundy on fire issue of definition. He advocates using parts of bofir definitions and borrows from ofirer analyses writing: one arrives at a definition of peasant to typify Africans in the Cape (and Soufir Africa generally) during fire nineteenfir century. An African peasant was a rural cultivator, enjoying access to a portion of land, fire fruits of which he could dispose of as if he owned fire land; he used his own labour and firat of members of his family in agricultural or pastoral pursuits and sought firrough firis to satisfy direcfiy the consumption needs of his family; in addition he looked to fire sale of a portion of what he raised to meet fire demands (taxes, rent, and other fees) firat arose from his involvement in an economic and political system beyond his community. Like peasants elsewhere he had recourse to a specific traditional culture...he was dominated economically, politically and culturally by outsiders in a wider society - involved in relations of coercion and obedience... the extent to which fire state or its representatives could enforce firese relations differed sharply from time to time and place to place (1988, 9). From an economic standpoint alone, fire life of South African peasants in fire late 19‘“ century was clearly unpleasant, however, it was to be looked upon as a golden age. For instance, in a district representative of fire ’native reserves’ fire average purchases for an African family of six fell between 1875 and 1925 from £20 to £9 while fire average sales for goods fell from £20 to £4 (Bundy 1988, p.223). This drop was precipitated by fire near collapse of African agriculture as a result of anti-competitive regulations favoring white setfier agriculture. The two legal documents most responsible for land alienation in Soufir Africa are fire 1913 Natives Land Act and fire 1936 Development Trust and Land Act. The first act prohibited African occupation or ownership of land not scheduled as African. The act established reserves (four of which were to become ”independent”) based on efirnicity and constituted the only areas where Africans could legally obtain tifie to land. The 1936 Act scheduled additional lands to be added to fire reserves and further extended fire ability of fire state to enforce the 1913 Act. A firird act, fire Native Administration Act of 1927, provided a strong enforcement mechanism - fire ability to forcibly remove Africans from one place to anofirer. Section 5 (1)(b) of fire Act states: The Governor-General may whenever he deems it expedient in fire general public interest, order the removal of any tribe or portion thereof or any Native from any place to any ofirer place wifirin fire Union upon such conditions as he may determine: Provided that in the case of a tribe objecting to such removal, no such order shall be given unless a resolution approving of fire removal has been adopted by both Houses of Parliament (Murray and O' Regan 1989, p.18). The language granting ”objecting tribes" fire benefit of parliamentary review was altered in subsequent amendments. Planners needed only to consult Parliament beforehand. ”Objecting tribes” had no voice in and litfie recourse to such actions. The Group Areas Act (1950) provided for stronger regulation of efirnic and racial groups, but its statutes were largely affected in urban areas. The bases for dispossession were firmly set in fire 1913, 1927, and 1936 land acts. The concrete expression of the various land laws was forced, and often, violent removals of Africans from fireir land. In many cases, firis was ancestral land and in ofirer cases it was land individuals and communities had ’purchased’ 37 prior to fire 1913 alienation. The timbre of fire forced removals was sharpest from fire early 19608 to fire mid-19703. The 1927 Bantu Administration Act, described above, gave fire state sweeping powers of removal. Generally, the landlessness currenfiy experienced by so many people is a result of the enforcement of firat act. Africans were either physically forced into homelands or homeland boundaries were redrawn to incorporate Africans into firem, a process of forced nationalization. All land in Soufir Africa was scheduled for specific racial groups. Where residents did not coincide with the ascribed racial-geographic classification, fire state stepped in to ’correct’ fire situation. Of course, fire ’correction’ was always at fire expense of Africans. The process of consolidation of fire homelands (and later ”independent" states) in fire 1970s further aggravated fire already acute problem of landlessness. 2.4.2 Tenure Understanding bofir land use change and livelihood systems is dependent, in firis context, on thorough review of fire types and spatial manifestations of land tenure. The role of land tenure in land use change and livelihood systems is most pronounced in rural Soufir Africa. The long historical process of disruption of African agriculture, setfiement, and tenure by fire setfier state is well documented. (Cross 1988; Cross 1995; especially Bundy 1988; for fire Norfirern Province Letsoalo 1987; Adams, et.al. 1999; Claassens 1999). This process was one 38 in which fire primary objective was not to alienate Africans from their land for European settlement. The primary objective, Ietsoalo (1987) demonstrates, was not land alienation rafirer: Only by understanding fire evolving political economy can one decode what has happened to black landownership and the double-meaning of ”land” (i.e. labour) reform in South Africa. Like all capitalist economies, Soufir Africa’s economy is dependent on fire existence of a labour reservoir. The Black community could not perform firis function as independent farmers (owning land) (41). A series of statutes and laws governed - or more accurately created chaos in - tenure systems in fire native reserves, which would later become fire homelands. At a broad scale, fire homelands themselves were established as ”black areas" for specific racial groups by fire Bantu Authorities Act (1951) and the Promotion of Bantu Self Government Act (1959). These two acts were further strengfirened wifir fire passing of fire Homelands Constitution Act (1971) which gave sweeping powers to fire firen non- ”independent" homeland aufirorities. These firree acts gave control of agriculture and tenure to homeland governments all too inept in such matters. The Bantu Areas Land Act (1969) governed day-to- day management of land and tenure arrangements at small scales. This act is still significant due to fire fact firat at fire time of writing post- aparfireid Soufir Africa has still not codified a new tenure system for fire former homelands and many administrators still rely on fire 1969 statue. What, firen, are fire tenure systems firat have played (and continue to play) such a key role in rural areas? Cross (1991), Groenewald (1998), and Letsoalo 39 (1987) describe fire tenure systems in terms of ownership, rights of use, and access. Cross’ typology of tenure includes communal, trust, quitrent, freehold, and leasehold (70). Letsoalo generalizes more and divides tenure into locations / reserves, tribal bought land, private bought land, and trust land (63-65). Groenewald presents possible tenure arrangements, largely overlapping Cross and Letsoalo but puts forth several different options including collective and large scale private farms (113). Table two summarizes fire main characteristics of each type. Table 2: Summary of fire Types of Tenure in Rural Soufir Africa Type Rent Who Controls How Level of Distributio Paid 7 Land Use Common Security n in Pre- Decisions? 1994 South Africa Communal No Chief or Tribal Very High KwaZulu, Council Common Ciskei, Transkei Trust Yes, to Based on Common Very low Norfirern fire state conditions laid Tranvaal, down by fire Bopufira- state tswana Quitrent Yes, to Based on Rare Moderate Transkei fire conditions, but to low and Ciskei State less restrictive only than Trust Land Freehold No Individual Very Rare High Through- out SA Leasehold Yes, to Based on Common Very Low Through- fire conditions set out SA lessee down by individual offering fire lease; state after Cross 1991 and Ietsoalo 1987. 40 The primary reason for fire existence of confusing and often contradictory land tenure regimes was fire extraction of surplus. Land in trust systems represented a large portion of total land allotted as ”African”; firis was no coincidence: fire question of payment of Trust rent is a cause for great dissatisfaction in fire homelands. It is considered unfair for two reasons. Firsfiy, what is termed Trust land is land that formerly belonged to Blacks before it was forcibly appropriated by fire Whites. Secondly, it is estimated firat if the rental money was payment towards the purchase of land, fire Blacks would have already bought more firan fire area firey now occupy... the rent money goes firrough fire homeland institutions (magistrates) to fire Trust (Soufir African Government), and firen back to fire homeland revenues. This is fire circular route money takes ”to assist fire development of firat particular area” (Letsoalo 1987, p.66). The spatial distribution of tenure regimes was highly disparate and continually changing under apartheid administrators. Keeping African land use systems in flux and uncertainty ensured landlessness and a large supply of labor. Considering firat all of fire new nine provinces, save the Western Cape, include parts of fire old homelands, current land administration has become highly fluid due to uncertainty over precise land rights and conflicting land tenure systems wifirin the same province. This leads to a great deal of conflict and uncertainty in land use (Cross 1995). Individuals and communities are simply unwilling given fire abysmal track record of fire state to provide tenure security, to undertake substantive improvements on land that has any question regarding ownership or use rights. Land rights currenfiy are held in a state of limbo wifir fire passage in 1996 of fire Interim Protection of Informal Land Rights 41 Act. This act simply freezes in place existing tenure arrangements in fire Republic as of 1996 and has caused considerable confusion among land administrators (Claassens 1999; Sibanda, 1999). The tenure systems frozen into place are overlapping, spatially chaotic, and often contradictory. Critics of the system set forfir in fire Interim Protection of Informal Land Rights Act, known as ”confirmed rights” pointed out firat the language was ”vague and imprecise" and firat not all rights associated wifir land were conveyed under firis act (Claassens 1999). The system simply stated firat any current rights to land could not be alienated from anyone without fireir consent. Because of the contradictory nature of tenure systems in aparfireid South Africa, firis left vast numbers of rural people in a much weaker position relative to fireir counterparts. Land rights are generally understood to include - fire right to occupy - fire right to use - fire right to bequeath to one’s heirs - fire right to transact (lease or sell fire right) - fire right to mortgage fire land - fire right to exclude ofirers (evict) - fire rights to benefits accruing from fire land (after Claassens 1999) The revision of fire system included a set of rights firat were ”conferred on people by a local process of confirmation or allocation” (Claassens, 1999) inclusive of fire rights listed above. This new policy seeks to integrate fire existing rights and fire conferred rights in such a way as to maximize security without compromising fairness and democratic process (Sinbanda 1999; Makopi 1999). 42 Currenfiy, land tenure in rural Soufir Africa is only slighfiy less chaotic firan under apartheid (McIntosh and Vaughan 1999). Until a coherent, comprehensive policy is codified rural development and transformation will be stymied. 2.4.3 Land Rejbrm Choices and Policy I will abstain from a comprehensive review of the voluminous literature firat developed from fire mid-19803 and peaked in 1993-95 regarding ”land reform options”. Now firat policy has taken shape and clear directions have been mapped out (and have since shifted again) much of the ”options” literature has fallen by fire wayside. I will begin by sketching the broad oufiines of fire ”land reform options” literature, but will avoid issues firat have subsequenfiy been rendered moot by either policy actions or current reality. Much of fire literature was based on suppositions of how a democratic transition might take place, or how social policy might be formed, or how homelands may or may not be included in fire new Republic. I can easily rule out literature based on suppositions firat have not materialized or where reality has contradicted fire aufiror’ s main arguments. International experience in land reform was employed in an effort to preclude policy makers in South Africa from fire same mistakes repeated in Africa, Latin America, and East Asia. However, Soufir Africa has a history unlike any of fire areas firat have undertaken land reform. Kenya and Zimbabwe have had similar experiences, yet did not suffer from a legal system of separation and 43 racial urrderdevelopment to the extent of South Africa. The crescendo of academic reference in the immediate pre-1994 era led to multifarious recommendations on ”what to do”. The plethora of literature focusing on land reform options in Soufir Africa is overwhelming. Bernstein (1999) notes firat so- called ”reformed” aparfireid-era academics felt certain that the market—driven policies firat worked so well for white Soufir Africa could be transformed into ”dispossessed-friendly” policy. South Africa emerged from aparfireid at fire heyday of World Bank and IMF restructuring programs firat emphasized ”getting fire markets right”. International agricultural economists stressed fire need for market driven reforms, culminating in fire work Agricultural land Refimu in South Africa. This volume became the reformers’ central policy platform. It is fire brainchild of several agricultural economists and planners at fire University of Pretoria and includes aufirors from fire Development Bank of Soufir Africa (fire aparfireid institution charged with ”development" of fire homelands). International experts poured into Soufir Africa in 1993 and 1994 ready to tackle fire challenge of land reform in South Africa. It is in firis context firat we must temper our analysis of land reform policy options. These are generally not homegrown options, nor do firey represent options as perceived by fire large majority of fire African population. It would be difficult to say if firese options even represent fire African intellegencia in Soufir Africa, as few of firem have been consulted. Land reform options are being driven by white acadenrics in fire same institutions firat were largely responsible for agricultural and land policy development under apartheid. Binswanger and Deininger (1996) map out the ”different paths” to land reform in ofirer parts of fire world where land distribution was skewed toward large farms. They note firat reform in landlord estates firroughout Asia has led to more stable production systems but can lead to evictions of farm-workers or tenants. Collective farms fail to provide workers wifir incentives, degenerate into ”wage-labor operated state farms”, and tend to suffer from under-investment. The aufirors, however, point out fire problems of delaying land reform, arguing firat smallholder profitability is reduced (83) and that delayed reform has led to violence and militancy among peasants (84). Drawing on examples from Kenya and Zimbabwe, Binswanger and Deininger note firat reform in Zimbabwe was less successful. This was due to poor financing and linrits on land subdivision, prohibition of non-farm activity, and fire large size of farms, among ofirer factors (89). Their suggestion for South Africa is an approach firat emphasizes private ownership yet allows for flexible forms of communal tenure, redress of grievances, and fire willing buyer - willing seller method of land redistribution (95—96). Van den Brink, et.al. (1996) relate land reform more closely to rural livelihoods. They present models based on fire different levels of beneficiaries, namely communities, farmworkers, and individuals. At the community level, common property models reflect a community’ 5 will and are broadly more 45 acceptable in areas where ”tradition” holds fast. Irrigated garden plots can also be developed at fire community level where small-scale use is more appropriate. Options for farm-workers range from improving existing work conditions and term of employment to a farm-worker common property model to production co-operatives and equity sharing schemes. Individuals could benefit from irrigated market gardens programs, fire out-grower (tenant) model, or commercial family farms based on freehold tenure. To reduce fire financial burden on fire state, fire aufirors recommend fire following: 1. fire sale of state land 2. a system where beneficiaries make co—payments 3. a reduction of fire start up grant 4. firat beneficiaries must contribute fireir labour to infrastructure improvement (sweat-equity) . pension buyouts . obtaining grants from donors . elimination of agricultural subsidies . issuing land reform bonds “VOW van den Brink, et.al. 1996, p.447-450. Describing guidelines for selecting beneficiaries, van Rooyen and Njobe- Mbuli (1996) suggest firat access to farmland is ”important alfirough not a prime factor" in reducing poverty, farming does not always result in increased food production, land reform must address fire needs of the poorest, and a broad approach must be undertaken (466). The selection of beneficiaries must take into account inequalities in ownership and access, how apartheid laws created 46 poverty, ”the need to establish land use models which will ensure improved efficient and sustainable use” and ”democratic (transparent and broad-based) participatory processes” (473). The disenfranchisement of people under aparfireid, poverty and fire degree of need, land productivity and sustainability, a participatory selection process, and reference to case studies should guide fire criteria for selection of beneficiaries (474—476). Land reform options firat address farm-workers’ needs include joint venture / participation schemes and resetfiement programs (Ngqangweni and van Rooyen 1998). Joint venture / participation schemes involve ”rearrangement of ownership to include farm-workers and thus include firem in the main stream economy’ ' (72). Table 3 summarizes fire various approaches to joint venture / participation schemes. 47 Table 3 : Options in Land Reform Type Description Advantages Disadvantages Equity Workers buy into an Workers Resistance from Schemes existing operation or manage; acquire previous owner; create new one equity need for high level of support Build, Private sector builds, Workers get Untested; Operate operates and eventually extensive unwillingness of and transfers a scheme to fire training; low investors to Transfer public sector start-up costs relinquish assets for fire state lease and Workers lease land and Financing Workers may not Buy equipment wifir option provided by fire be able to raise Schemes to buy state capital Agri- Encourage enterprises to Minimizes Enterprises tend Village acquire and develop delivery costs; toward land for its employees facilitates land hegemony over ownership in workers high land cost areas after Ngqangwerri and van Rooyen 1998, p72-74. A successful program of land reform, Christiansen (1996) remarks, will emerge if fire speed of implementation is fast, farm models are scrutinized closely for economic viability, if fire program is politically acceptable and legitimate, fire role of fire public sector is clear and reduced, and if land reform is ”part of a comprehensive program of economic reconstruction” (368). The market-driven / market-assisted approach to land reform is not fire only option, however. Berstein (1999) characterizes fire main problem wifir fire dominant land reform paradigm: as for fire agrarian question, a few individuals charged by fire ANC wifir formulating (or conjuring) land and agricultural policies were overwhelmed by representations, models, and prescriptions from a variety of quarters, South African and external. The former include verligte (or hastily ’born again’) elements of organized agriculture, agribusiness and fire Development Bank of Southern Africa, DBSA (established to direct ’homeland development’ , as part of the domestic ’reform’ firrust of PW Bofira’s Total Strategy). External ideological skills, policy analysts and advice were supplied by the World Bank and other aid agencies, fire planeloads of consultants attached to firem, and the rest of fire internationally mobile usual suspects. (5) Bernstein demonstrates fire need to alleviate rural poverty and ”reform fire modes of domination firat reproduce fire political exclusion of rural ’subjects’ ”(23). The market driven approach treats rural peOple as subjects to be studied and transformed by fire dominant (Western, neo-liberal) agricultural philosophy into ”productive and efficient” small farmers. He warms firat ”black bourgeoisie land acquisition seeks to exploit ostensibly ’customary’ channels of land allocation and / or opportunities afforded by government land reform policies. . .” (24). The dominant agricultural reform literature mentions nofiring of such class struggle for land. Land reform policy in Soufir Africa has been ”captured”. levin and Weiner (1997) expand: fire ANC-led Government of National Unity put its faifir in comprehensive land reform and a market-led land reform strategy. ..firis signifies a triumph of neo-liberalism in fire land debate, and fire privileging of fire market as fire central mechanism for land redistribution. The political space for fire consolidafion of neo-liberal firinking around land reform is due in part to an urban bias wifirin fire democratic left which contributed to a conception of linear proletarianization of rural Blacks (7). 49 Examining current land policy firat privileges rural elite and newly rural ”peasants” validates firis statement. The ”Commercial Farmer Programme” is just fire latest in a series of revisions to the original goals of land reform. The first indication of fire composition of an ANC led land reform strategy dates as far back as 1955 wifir the Freedom Charter. That document expressed the need for land reform at fire most basic and fundamental level, in fire redistribution of land: Restrictions of land ownership on a racial basis shall be ended, and all fire land re-divided amongst those who work to banish famine and land hunger; fire state shall help fire peasants wifir implements, seed, tractors and dams to save the soil and assist the tillers. . .People shall not be robbed of fireir cattle, and forced labour and farm prisons shall be abolished (ANC 1955). Wifir fire end of aparfireid in 1994, concrete steps were taken to reverse fire lop-sided land distribution of fire past and to accelerate real rural development. The first policy statement on land (ofirer firan to repeal aparfireid era codes and statutes) was fire Restitution of Land Rights Act (22 of 1994). This act specifically set out to ”provide for fire restitution of rights in land in respect of which persons or communities were dispossessed under or for fire purpose of furfirering fire objects of any racially based discriminatory law” (Republic of Soufir Africa 1994, p.3). The Development Facilitation Act (67 of 1995) provided fire terms for land development, especially housing. The first comprehensive land statement emerged in 1996 wifir the publication of fire Green Paper on South Afiican Land Policy, and was revised in 50 1997 to become fire White Paper on South African land Policy. Enshrined in firese two documents were fire principles of land reform. The White Paper identifies areas firat needed address, including: 1. The injustices of racially-based land dispossession; 2. The inequitable distribution of land ownership; 3. The need for security of tenure for all; 4. The need for sustainable use of land; 5. The need for rapid release of land for development; 6. The need to record and register all rights in property; and 7. The need to administer public lands in an effective manner. (Department of Land Affairs 1997, v) Land reform issues were divided into firree broad categories: land restitution issues, land redistribution issues, and land tenure reform issues. Provisions were made for a once-off R15000 grant wifir which individuals could purchase land ”direcfiy from willing sellers” (ix). The next important piece of legislation for firis study, was fire Communal Property Associations Act (849 of 1996). This act allowed for fire establishment of quasi-communal groups in order to purchase farm land under fire willing buyer- willing seller program. It was recognized from fire initial stages of planning firat very few individuals would be able to purchase land with the once-off R15000 grant. The Communal Property Associations Act allowed individuals wishing to pool fireir resources to purchase white farmland a clear legal framework and protection of fireir rights. The act called for each Communal Property Association (CPA) to have a constitution first would, among ofirer firings: 51 - Be fair and inclusive - Prohibit unfair termination of a member - Prohibit discrimination - Provide for regular meetings - Ensure financial transparency and accountability In early 2000, land policy shifted significanfiy under fire Minister of Agriculture and Land Affairs Minister Toko Didiza. Individuals wishing to obtain land now must match fire government grants: Following fire ministerial review process, the current grant system will continue but is to be revised to enhance access to land. Three redistribution windows are to be created, ranging from small, to medium to large projects. The windows will refer to the total project cost and not to the size of the farming enterprise or fire type of farmer. Allocation of fire government grant will be based on fire grant amount per total project cost per window and not on grant amount per beneficiary per window. Government's contribution to each window is set at about 70%, 40% and 20% in the small, medium and large sized projects respectively. Eligible projects for grant financing are commonage, communal and commercial farming. The current setfiement/ land acquisition grant (SLAG) is to be replaced by a land reform grant, wifir specific categories (relating to fire purpose of fire grant). For example, grants for residential setfiement and fire creation of a food safety net will be treated differenfiy from grants aimed at establishing market-based agriculture. The livelihood and food safety net grant is aimed at fire poor wifirin communities who do not have land and cannot sustain firemselves. The grant is intended to give firem bofir land on which to live and food security. The new supply-led system will be piloted wifir a more pro-active approach to managing the allocation of land, coupled with fire more strategic use of grants to support the Government's integrated rural development strategy. The new programme is aimed at distributing at least 15% of farmland in the next five years. It envisages land redistribution as a mechanism to facilitate long-term structural change in agriculture. (ULA 1999, 2-3). 52 The focus has shifted to creating a black commercial farming class rafirer firan righting historical wrongs and alleviating rural poverty. The shift will inevitably alienate fire poorest of the poor from fire land reform process. Land restitution since 1994 has been extraordinarily slow and heavily criticized (Brown, et.al. 1998, p.1). The Department of Land Affairs 1998 Annual Quality of Life Report was undertaken to assess redistribution projects, however, suffered from flawed mefirods. For example, out of the total of 62 projects surveyed, only one was in the Northern Province and firis one project represented only four households. Thus, one of Soufir Africa’s poorest provinces and fire one with fire direst need of redistribution was represented by four households. On fire ofirer extreme, KwaZulu-Natal and fire Free State were represented by 56 and 55 households on 14 and 16 farms respectively (DLA 1999, p.5). This imbalance in sample size underlines fire generally haphazard approach of fire DLA to redistribution. One of fire most stunning admissions in fire report is fire lack of action on actual redistribution versus needs up to 1998. The estimated percentage of households who need access to land is placed at 67.7% for fire entire country and 72.4% for fire Northern Province, yet only 0.2% of households have received land nationally. The situation in fire Northern Province is worse wifir only 0.1% of households in need having received land. In no province is fire ratio of need to delivery rate higher than 0.7% (DLA 1999, p.9). These numbers are even more shocking when examined in the light of fire original goals of land reform in Soufir Africa. According to the DLA: 53 The initial land reform target for fire redistribution programme was to transfer 30% of Soufir Africa’s 99.07 million hectare farmland, between 1994 and 1999, which amounts to 29.72 million hectare. After firree year of operation, firis is what has been achieved: about 200,000 hectares of land have been transferred to about 20,000 households, which is 0.6% of fire total farmland demanded by households and 0.6% of the target set. This means firat only 0.2% of fire total number of households who demand land have benefited under firis programme. This indicates firat fire programme is not performing as well as it was expected, and it is doubtful that fire target will be met...lt is difficult to comment on fire progress of land restitution. . . however, at face value firis process seems to be too slow (DLA 1998, p.10). In firis same document, DLA defensiveness is clear: Many do not seem to appreciate the progress of the land reform programme. As far as fire numbers of households resetfied or gaining secure tenure are concerned, significant progress has been made in terms of setting institutional structures, establishing planning procedures, and learning to identify botfienecks at different levels (DLA 1998, p.9). Thus, tasks firat should have been completed in fire first six months of fire land reform process have taken six years. The desperately slow process in Soufir Africa mirrors that in Zimbabwe, and as events in early 2000 have shown, failure to deliver land can have dire social consequences. The 1999 Quality of Life Report reflects the same slow process: Summary of settled restitution claims Land restoration Households receiving land Land cost Restoration order by LCC (hectares) Restoration approval - s42D(hectares) Final compensation Households receiving compensation Financial compensation order (LCC) Financial Compensation approval (s42D) Restitution totals Claims setfied as at 18 Feb 2000 Total claimant households Total restitution beneficiaries Total restitution award cost 55 11 194 R87,756,559 173 805 90 063 973 R0,0 R32,639,639.64 1 651 12 167 72 406 R120,396,198,64 The process in fire N orfirern Province is even slower: Northern Province land restoration Households receiving land Land cost Restoration order by LCC (hectares) Restoration approval s42D (hectares) Financial compensation Households receiving compensation Financial compensation order (LCC) Financial compensation approval (s42D) Restitution total Claims setfied as at 18 Feb 2000 Total claimant households Total restitution beneficiaries Total restitution award cost 2 570 R0,00 25 000 1 R0,00 R174,157.00 2 2 571 15 940 R174,157.w From a beneficiary perspective, Zimmerman (2000) explored barriers to participation of fire poor in fire land reform program. He puts forward five reasons explaining why fire poor are less likely to participate in land reform firan could be expected, namely: high up-front costs, fire tendency of fire poor to be risk averse, a lack of human capital, a lack of time, and the large distances over which people would have to move to participate in land reform. 2.4.4 The Communal Property Association Model The Communal Property Association was a statutory model of land reform delivery in fire Departrrrent of Land Affairs from 1996 until 2000. CPAs were established in areas targeted by central authorities as having a land imbalance. Land for transfer is selected from willing sellers (usually white) firat is physically near historically dispossessed black communities. According to fire members of CPAs, local government officials informed firem of projects in fireir area. These officials would post advertisements in rural areas and townships offering to facilitate fire transfer of farmland. To become a member of the CPA, interested parties were required to contribute their R15,000 state social grant to a pool of money firat would be used to purchase fire (white) farm. The number of members was determined by how much money it took to purchase fire target farm. Several CPAs in fire N orfirern Province have over 300 members while some have fewer firan 40. This reflects different costs involved in acquiring fire land. 57 CPAs are run democratically with each member having a vote in fire organization. An executive committee consisting of a chairperson, vice- chairperson, secretary, and treasurer conducts daily tasks of administration. This body is responsible for making decisions regarding fire operation of the farm, finances, and communicating to members. The constitutions of fire CPAs forbid members from residing on fire transferred land. The intention of transferring fire land is for agricultural production rafirer firan residential dwelling. The government stipulates fire amount of start-up funding each CPA is allocated. In practice, some CPAs are better funded firan ofirers. There is no overall produce or catfie marketing association for fire CPAs in a given region or province and firey are largely at fireir own devices to raise, harvest, and sell any produce or livestock. In practice, many of fire CPAs are reliant on fireir relationship wifir local government for resources. Direct transfer from fire government is a common method of capital injection. No CPA in fire study area had relationships wifir fire private sector eifirer to obtain capital or supply produce. Membership participation is based on cooperative production. Each member, in fireory, is expected to contribute to fire association and collect fire rewards in fire end. Production was intended to be self-supporting after fire government covered fire initial capital costs. The investment by the government was intended to jump-start fire first year’ s production. The profits would be reinvested to support future production. Government’s role was intended to be 58 limited to ”getting fire CPAs off fire ground”. They were envisioned to be self supported by fire second or firird year (M. Labuschagne, 1999). Very few of fire original intentions for fire CPAs have materialized. Members do not always participate in communal production, the associations have not been able to sustain production at all, therefore, cannot reinvest. They are reliant on government capital injections and have formed few partnerships wifir fire private sector, eifirer for provision of supplies or as an oufiet for goods. In fact, of fire CPAs in firis study, only one was able to sell agricultural produce and only one was able to sell livestock. Regarding fire Communal Property Associations, fire Departnrent of Land Affairs has acknowledged fire poor state of affairs: Communal property associations are now just more firan three years old. As an institutional arrangement, firis form of association has seen bofir success and failure. On the one hand, the communal property associations have established a legal mechanism which could be used by groups to jointly acquire and manage land. The restitution, redistribution and tenure programmes have relied heavily upon firese institutions to facilitate land transfer. In fire past three years, more firan 150 associations have been registered wifir the bulk registered in 1999. Most of these associations were registered as a result of the redistribution programme wifir restitution trailing closely. However, a close analysis of communal property associations has revealed firat many of firese associations have become dormant and ineffective. Some reasons cited for firis are fire lack of post-transfer support and a lack of training of land reform beneficiaries. This might necessitate an urgent review of fire administrative and institutional processes following fire establishment of firese institutions. (DLA 1999, p.34-35). The Communal Property Association Program has been widely criticised for not turning dispossessed rural Africans into instant peasants. Litfie mention 59 has been made firat fire CPA programme has failed to meet ofirer social needs of land reform. The new policy directions of fire DLA indicate firat fire former mantra of distribution to alleviate historical injustices and reduce rural poverty have succumbed to fire same neo-liberal pressures firat dominated fire pre-1994 debate on land reform. The ’profit or perish’ mentality of market advocates has been applied to fire Communal Property Associations, fire last institution able to deliver meaningful reform to fire rural poor. The CPA program has also succumbed to neo-liberal reform policy. Meaningful rural transformation is beginning to fade into memory, just six years after the end of aparfireid. 2.5 The Impact of Change through Time: Examples from the Literatures on Resettlement, State Farms, and Agricultural Cooperatives One fundamental question firat arises from an examination of the design of firis study is: Has enough time passed to assess the Communal Property Associations? An assessment early on in fire project life would yield results indicative of a transition. People have not yet setfied into fireir new livelihoods. Therefore, it is crucial to locate the CPAs bofir in the literature and wifir fire field data to identify any indication firat projects are still in transition. 2.5.1 Resettlement and the CPAs Classifying CPAs as resetfiement schemes is a misnomer. The members of CPAs in firis study have not moved eifirer voluntarily or involuntarily to participate in fire projects. Resetfiement has occurred in Soufir Africa as a result of land reform largely in restitution cases, alfirough resetfiement did occur on a few CPAs. In firis study only a handful of members (fewer firan 30) of one CPA resetfied firemselves voluntarily to participate. The resetfiement literature is being discussed here as it comes closest to answering questions of time and change. The land reform literature largely ignores fire impacts of a land reform event on eifirer livelihoods or land use change. In order to analyze whefirer or not enough time has passed to substantively evaluate fire CPA program, fire resetfiement literature must be drawn upon for empirical examples of the impact of change on livelihoods and land use. Clearly, more disruption will have occurred in fire case of resetfiement firan CPA establishment, however, a transition baseline can be established to support or reject fire analysis of fire CPAs at fire four to six year mark. Unfortunately the literature does not provide clear and concise answers, as Kinsey and Binswanger point out ”firere is no generally accepted mefirodological approach or theoretical basis for fire analysis of resetfiement scheme” (106). Settlement schemes have a long and not always successful history. Resetfiement is a widespread phenomenon with various causes and 61 consequences. While fire size, scope, and type of resetfiement varies from country to country, broad similarities can be found in the literature (Manshard and Morgan, 1988; Mbifiri and Barnes, 1975; Chambers, 1969; Apfirorpe, 1968; Hansen and Oliver-Smifir, 1981). A typology of setfiement schemes includes ”administered official setfiements, unaufirorized or spontaneous setfiement, and assisted spontaneous setfiement (Kinsey and Binswanger, 1996, p.115-119). While fire empirical evidence on resetfiement is large, the scope is rafirer narrow. Studies of resetfiement too often focus on the economic rather firan social outcomes of resetfiement: because fire bulk of fire literature comes from [empirical approaches], assessments of performance are weighted heavily by fire disciplines in which researchers have been trained...evaluations in firis category tend to present static descriptions and to gloss over processes and relationships. Unfortunately, fire deficiency cannot be remedied by balancing conventional examinations with those drawn from fire social consequences literature, since there is too litfie of the latter to serve as an effective counterbalance (Kinsey and Binswanger, 1996, p.107). Colson (1971) was one of fire first aufirors to investigate the social consequences of resetfiement in her analysis of the Kariba Resetfiement Scheme in Zimbabwe. She maintains that resetfiement has direct, and often negative, social impacts. Among firese she focuses particularly on socio-spatial organization, fire process of recovery, and long-term effects. Salient here is first Colson provides insight into how rural livelihoods were altered, specifically due to fire re-organization of labor, political instability, intra-household stresses and fire consequences to women, and fire uncertainty and volatility of income. 62 Oberai (1988) expands on the problems of resetfiement. Consequences include "setfier abandonment of land, lack of non-farm employment, fire concentration of land into fire hands of a few, social tensions, and ecological problems” (22-28). Further, fire success or failure of resetfiement is dependent on fire extent to which firese problems are addressed and mechanisms firat are devised to cope in bofir fire short and long- term. 2.5.2 lessons from Latin America Due to the fact firat many shared conditions exist, such as a large setfier community and highly unequal land distribution, case studies from Latin America provide useful insight into resetfiement wifir implications for Soufir Africa. Both areas have experienced European setfiement early in fireir histories; bofir experienced large-scale land alienation of fire indigenous population; bofir attempted land reform after political reform. Findley (1988) after Nelson (1973) argues that resetfiement occurs in firree phases. The first phase is fire selection of the settlers, fire second is fire pioneer stage, and fire firird is consolidation. She explains: In fire first or selection phase, the potential colonist ”selects” himself or is selected as a colonist, and firen proceeds to select a plot. During fire second or pioneer phase, fire colonist clears his land and begins cultivating crops, usually subsistence food crops. After a few years, fire colonist begins fire firird phase, which consists of colonization or commercialization (Findley,1988,p.279). 63 The aufiror recommends firree important elements for the successful consolidation of projects, namely sufficient land, capital, and labor. She argues firat during fire transition phase ” [fire pioneers] can not be expected to arrive and immediately commercialize” (290). ‘ Findley (1988) sets out fire ”structural conditions” firat led to success in Latin American reform and resetfiement programs: 1. Appropriate crops were selected, for which demand and marketing facilities existed. 2. The cooperative provided an effective organization to facilitate commercialization. In particular, it provided inputs in a timely fashion. 3. Credit to setfiers was based on potential yields, which enabled setfiers to shift from low-return food crops to high-return cash crops. 4. Setfiers were a fairly homogenous group, drawn predominanfiy from nearby areas. This resulted in less dislocation and more continuity and cooperation between setfiers. 5. The project stressed colonist leadership and did not demonstrate paternalism. (301). She furfirer notes constraints including ”attempts to supplement incomes firrough off-farm work had led to significant decline in production and land of community organization had crippled the potential of fire setfiement to respond collectively to its problems” (302). Two complaints among fire setfiers in Findley/s Latin American case study include fire need for ” improved access to transportation and credit” (306). In order to combat fire structural constraints facing fire setfiers, Findley recommends: inrprovements in fire internal terms of trade improvement in transport services produced-oriented credit adoption of mixed cropping systems generation of off-farm employment [but not in fire pioneer phase]; and expanded healfir and education services (307). eweri Henriques (1988) reviewed Brazilian setfiement schemes and comes to many of fire same conclusions as Findley. Most notably she shows that ”fire implementation of a colonization policy has not significanfiy enhanced people’s well being” (338) due to the fact firat ”credit and technical assistance did not reach more firan one—third of the setfiers”. In the Andean highlands of Peru, Carpio (1988) found firat several structural failures inhibited the progress of setfiement schemes, specifically the lack of overall organization, credit, and marketing facilities. 2.5.3 The Issue of Time and Transition: How long Does it Take to Get an Accurate Assessment of Orange? Given firat fire Communal Property Associations investigated in firis study are less firan seven years old, fire issue of fire time of analysis arises. Had fire CPAs been in operation for twenty years I could easily argue firat my findings represent trends, however, it is possible firat I have identified processes symptomafic of transitions. If fire findings represent transitions firen they must be addressed as such. 65 Diaw (1990), in an assessment of resetfiement in Ghana, notes firat trends are set in fire first years of resetfiement and impact all future events: The period immediately following evacuation could be said to be fire watershed in fire lives of fire resetfiers.. .firis formative period was going to mould fire people’s attitude to conditions in fire new town. To be able to understand firose attitudes would require some indicators as beacons for future assessment of trends, events, activities and behavioural patterns of fire population (76). Voh (1983) however, takes a more conservative approach to the issue of transition, noting that ”it could be said firat two years after fire relocation, fire people still have not re-established firemselves” regarding resetfiement in Kano State, Nigeria. Colson in her study of the resetfiement of the Gwembe people in Zimbabwe and Zambia reports firat the respondents firemselves felt that the transition ended in 1962, five years after firey were resetfied and ”when most Gwembe people agreed that fire crisis had ended” (Colson, 1971, p.141). Koenig, writing on resetfiement in Mali, argues firat ”people begin to setfie in quickly” (8), suggesting people recover in fire first two years, and often in fire first year. One unanswered question in the resetfiement literature is the length of time recovery takes and when transitions give way to trends. Most studies present a snapshot of a resetfiement project. The project is judged at time A (usually one to five years after fire establishment of fire resetfied town or village) with very litfie reflection on fire phases of transition from fire moment of transfer. The effects of fire resetfiement are mapped out, but not placed in time. Consequences are 66 viewed as short-term and long-term, but no timeline is established firat marks progress and failure on a year-by-year basis over any length of time. It must be noted here firat resetfiement occurs under dramatically different conditions from place to place. The degree of disruption must be factored into any analysis of recovery and transition. Involuntary, inefficient resetfiements will yield longer, and possibly incomplete, transitions than will voluntary, efficient ones. In fire context of firis study, fire CPA transition has been much less traumatic, as very few members have resetfied themselves to participate in the program. The Department of Land Affairs never envisioned large-scale resetfiement occurring as a result of fire establishment of a CPA. In firis respect, and given fire evidence in fire literature, an assessment of fire CPA program at four to six years on can be justified. The literature suggests resetfied people recover and establish more stable livelihood systems anywhere from one year after resetfiement (Koenig) to five (Colson). Nelson (1973) argues firat resettlement occurs in firree stages, fire pioneer stage (5-10 years) where resetfied persons establish the ”basic life support systems”; fire consolidation stage (5—10 years) where community organizations are forms and more sophisticated social development takes place; and fire growfir stage (no specific time range) where socio-economic maturity is reached. These represent longer stages firan found elsewhere in fire literature. Kinsey and Binswanger (1996) remark firat: 67 resetfiement projects judged to have been successful in one or more dimensions appear to have passed through a series of three to five year stages of evolution, during which setfiers adjusted to fireir changed circumstances in ways firat affected fire performance and impact of the setfiement project (108). Bahrin illustrates an important point regarding level of income and time of transition from a case study of a Malaysian resetfiement scheme: At fire outset it must be pointed out firat during the first few years after entry into the schemes average setfiers’ income is usually lower than firey were receiving previously. This is because fire setfiers receive only a subsistence allowance of about Malaysian $100 per month during fire pre-production stage of firree to five years. . .after firis stage, however, the average income increases wifir fire period of residence in fire scheme (Bahrin, 1988, p.111) As fire CPAs were much less dramatic transitions, and were facilitated initially by a capable program of support, I will show via fire literature and data collected in firis study firat findings from fire CPAs represented in firis study are trends, alfirough some symptoms of transition are still present and will be noted. The above literature investigates resetfiement where former livelihoods are abandoned and new ones are adopted. As noted previously, firis is not fire case for fire CPAs in firis study. People maintained fireir livelihood systems; firey were not forced to give up fireir former livelihoods to adopt new ones. 2.5.4 State Farms and Cooperatives: Lessons jbr the CPA Program While fire resetfiement literature provided a sense of fire time frame necessary to conduct an analysis of fire Communal Property Associations, it was noted firat fire structure of fire program was different from fire assumptions 68 made in fire literature regarding resetfiement. In reality, CPAs more closely resemble state farms and agricultural cooperatives. Gyllstrom (1991) citing fire ILO describes cooperatives as: An association of persons who voluntarily joined together to achieve a common end firrough the formation of a democratically controlled organization, making equitable contributions to fire capital required as accepting a fair share of fire risks and benefits of fire undertaking in which fire members actively participate (Gyllstrom, 1991, p.3). In theory, fire Communal Property Associations closely resemble agricultural cooperatives. The history of cooperatives as models of agricultural production long precedes the CPA program. Under communist control, Eastern Europe and fire Soviet Union relied heavily on fire cooperative model in fireory but rarely in actual pracfice. The modern idea of fire cooperative in Africa dates from fire colonial period, but became more pronounced at independence. Given firat cooperatives have had a long and diverse history, some lessons can be elucidated firat can inform fire CPA program. Holman (1990) oufiines some of fire key aspecb of cooperatives in fire Third World, including fire expectation firat cooperatives would spur change and fire major problems or criticisms of cooperatives. He pub cooperatives into perspective noting: Despite fire somewhat diffuse conceptualization of cooperation, but strengfirened by bofir the vision of peasant fatalism and by the planning euphoria firat prevailed during fire 19505 and 1960s, expectations about fire roles and potentials of cooperatives as development instruments have been bofir varied and far-reaching. (Holman, 1990, 30). These expectations have included beliefs firat cooperatives would ”increase agricultural production, extend fire supply of credit and agricultural inpub, cater 69 for fire poor and minimize social stratification, and establish ’cooperative awareness’ among members” (Holman, 1990, p.31). These expectations were not fully met and criticisms arose, including fire argumenb firat cooperatives: 0 bring no structural change 0 do not benefit the poor 0 suffer from bad management 0 are exhausted by government interference (Holman, 1990, p.33) Okuneye (1985) seb out several indicators on which fire effectiveness of cooperatives may be judged, including ”viability over time, facilitation of the provision of services, promotion of egalitarianism, enhancement of agricultural earnings and lessening of dependence on foreign imports, and a cost-benefit analysis” (Okuneye, 1985, p.6—8). An additional indicator of effectiveness, as Gyllstrom nobs, is firat cooperatives in Kenya were considered dormant if they ceased to operab for two years (1991, p.98). The case study librature portrays cooperatives as largely unsuccessful as well. Gyllstrom(1991) maintains firat cotton cooperatives in Kenya are ”too rudimentary to allow fire expecbd levels of agricultural output” (p.271). As wifir Soufir African CPAs, Kenyan cooperatives were ”used by fire stab as an instrument for promoting agricultural and rural development (Gyllstrom, 1991, p.267). He nobs firat factors influencing projecb include: 70 Local environment Local population Quality of Infrastructure Level of member education Economic differentiation (Gyllstrom, 1991 p.100-104) Furfirer, fire aufiror argues firat fire performance of cooperatives resb on fire availability of credit and supplies and the role of fire stab (Gyllstrom, 1991, p.175-212). Survival of Kenyan cooperatives was due in large part to ”regional variations in the operational environment” (Gyllstrom, 1991, p.269). The author summarizes fire situation among Kenyan cooperatives: In conclusion, the organizational structure devised for agricultural service cooperatives in Kenya displays fundamental weaknesses when exposed to fire vagaries of fire environment on which it essentially depends, i.e. fire smallholder economy. It then becomes evident firat the design resb on a number of implicit environmenb, such as the ease of interaction in geographical space, a certain size of operation, management skills, and stability. These in-built firreshold requirements, imparbd on societies and unions, can in most cases be met only partially, if at all. Hence in fundamental respects, firey will condition fire expecbd rationality and benefib of cooperatives. If accepting firat fire symbiosis wifir government institutions has favorably influenced fireir survival capacity, it is at fire same time negatively affecting fireir performance and contributions to agricultural and rural development (Gyllstrom, 1991, 157). Kimario (1992) nobd similar circumstances effecting Tanzanian cooperatives. Marketing cooperatives were largely unsuccessful due to bofir internal and exbrnal problems. The inbrnal problems included ”lack of support from members, inefficient [executive] commitbe members, inefficient management, and the inability to control production losses” (Kimario, 1992, 43- 47). Exbrnal factors effecting fire performance of Tanzanian cooperatives involved fire government and fire party (T ANU) and included: Overly ambitious plans Inadequate personnel Inadequab provision of transport Inefficient administration Low moral among fire administrative staff Miscommunication (Kimario, 1992, 48-52) These findings from Tanzania were replicated in Adeyeye’s study of group farming in Nigeria. He nobd firat cooperative farming in Oyo stab lacked effective inbrnal organization and membership participation was poor (Adeyeye, 1991, 21). Okuneye (1985) supporb Adeyeye’s finding firat Nigerian cooperatives were largely unsuccessful and illustrates similar examples of failure from ofirer nafions including Zambia, Uganda, Benin, and Tanzania. In Tanzania ”poor work programmes, mismanagement of funds, small sized communal plob and poor distribution of communal earnings” led to disillusionment wifir fire cooperative program (Okuneye, 1985, p.19). The experience of cooperatives informs firis study on Communal Property Associations in several ways. First, fire cooperatives librature is more relevant firan fire resetfiement librature as the structure of cooperatives more closely resembles fire structure of fire CPAs. This allows for a more direct comparison. Second, fire performance of fire cooperatives is similar to that of fire CPAs, thus fire reasons for success or failure can be firought of as broadly similar. Finally, recommendations and conclusions can be made even before more studies of fire 72 CPAs have been undertaken due to fire fact firat cooperatives so closely resemble fire CPAs. Many lessons have been learned from fire cooperative movement over its long history firat can be relabd to the Soufir African CPA program. 2.5.5 Example from the Land Reform Literature Alfirough it is argued above firat the land reform librature has overlooked evaluation of land reform projecb from a livelihoods perspective, two empirical works do review fire impacts of land reform in Zimbabwe. Kinsey (1999) explains firat fire Zimbabwean land reform program of the early 1980’s did lead to improvemenb at fire farm level. He noted firat crop output ”is worfir over four and a half times firat of fire average communal area household” (Kinsey, 1999, p.183). Furfirer, incomes were found to be more variable and average livestock holdings lower in Zimbabwe’s communal areas firan in fire resetfied (land reform) areas (p.184-185). Additionally, communal area households are more dependent on remittances, consumption for non- food ibms is less equally distributed, and spent more on food (rather firan relying on grain stocks). The findings from firis study were reinforced using data from the same study areas collecbd in 1999 (Hoogeveen and Kinsey, 2001). 73 2.6 Hypotheses and Research Questions The problem firis study atbmpb to address cenbrs on fire introduction of six land reform projecb into the Northern Province, Soufir Africa. A firorough assessment of fire impact of firese projecb on fire livelihoods of fire members and land use of fire transferred land has yet to be undertaken. No clear and decisive analysis has yet been undertaken to gauge the efficacy of firese projecb - or firis type of project - in achieving fire stated goal of fire government of Soufir Africa of rural poverty alleviation and social transformation firrough agricultural inbnsification. This study will assess fire efficacy of fire CPAs in affecting firese goals by investigating livelihood and land use change. 2.6.1 Hypotheses made in this Study Based on fire librature, I have made fire following hypotheses in firis study: 1) The introduction of a land reform project into a rural, poor area will have the effect of raising incomes and strengthening livelihood sysbms. The introduction of an additional mechanism to draw on for livelihood generation may not ibelf strengfiren livelihoods but given firat a high degree of government support is included in these projecb, and cooperative work bnds to spread the risks associated among a larger number of individuals. I assume firat any production firat occurs on 74 project farms will increase income and strengfiren livelihoods particular in light of fire fact firat members of projecb are not forced, as in resetfiement schemes, to abandon fireir prior livelihood sysbms. These land reform projecb represent an additional livelihood option for members. 2) Projects will not have been abandoned and given fire degree of government support and general enfirusiasm among fire population for land reform firat the level of activity and participation on fire farms is high. 3) A change in fire use of fire land will occur. The change will take fire form of land inbnsification. The librature suggests firat whitebowned farms in Soufir Africa are not always fully utilized (Van Zyl, 1996)and given firat fire transfer of land is from one white farm to a large group of blacks, I expect to see intensified land use based an increased pressure on fire land. 2.6.2 Research Questions I posit here bofir general and specific research questions derived from firese firree libratures firat I will attempt to address in firis dissertation. While firere are many more questions firan I will present here, firese are fire key research questions drawn from fire librature review. 75 First, how do livelihood sysbms respond to a land reform change, such as firose effecbd in fire Norfirern Province by fire central government? In short, did land reform in fire Norfirern Province result in more or less secure livelihoods? Second, did land uses and or cover change after fire introduction of fire CPAs. Sub-questions include: A) Are the social driving forces of land use change clearly evident in fire sabllib imagery? B) How useful is the imagery in fire assessment of land use change in dryland South Africa? And; C) Is it possible to evidence change reliably and accurately from fire images? Third, did land reform in Soufir Africa affect any land use and/ or livelihood change? Is the cause of any change firat may be found attribubd to fire land reform project alone? Land reform may not equal land use change firat in turn may not equal livelihood change. Were fire observed outcomes of fire land reform process intended in fire legislation? Were there spurious outcomes? Embedded in all of these questions are recurrent questions, specifically: 1) What are the impacb of gender relations on livelihoods firat have been albred by fire land reform project? 2) How are issues of scale manifest, and what issues can be dealt with at each scale (household, farm, regional, national)? 76 2.7 Summary I have presenbd here a firemafic view of three libratures relevant to firis dissertation. I discussed fire construction of livelihoods and definition of households firrough the librature, emphasized the importance of how livelihoods are constitubd, and reviewed fire nofion of gender relations. I presenbd fire land use and land cover change librature, considered issues of scale, and relabd major themes to case studies, specifically focusing on Soufir Africa. I then presenbd the librature on land reform in Soufir Africa relevant to land alienation, bnure and policy. Finally, I set out specific challenges to fire librature firat I will reexamine in fire discussion section. These themes were considered carefully during data collection. Questions on inbrview schedules and discussions wifir informal groups were purposely designed to examine firese firemes. The next chapbr details fire provincial conbxt followed by data analysis and discussion of fire major findings. Chapter Three Research Setting and Study Sites 3.1 Introduction How do the issues discussed in fire previous chapbr manifest firemselves in fire Norfirern Province? I will attempt here to describe fire provincial conbxt and to situab my discussion wifirin the firemes elucidabd in the review of fire librature. The Northern Province is similar to many ofirer areas of rural Soufir Africa in ib history and agrarian structure. The residenb of fire rural Norfirern Province face many of fire same constrainb and opportunities as fireir counterparb across Soufir Africa. However, more than in any other province, people rely on fireir own production for susbnance (Lipton, 1996). The Norfirern Province is also one of fire drier provinces of fire country and is prone to drought, especially during El Nino Soufirem Oscillation (ENSO) evenb. Wifir an average annual precipitafion of 381mm -635mm, only fire Norfirern Cape and N orfirwest Provinces are dryer (Tyson, 1987). The Norfirern Province is also fire poorest in South Africa (Ievin,1996). Demographic pressures include the highest population growth rate in South Africa, high rates of infant mortality, and strong out-migration to fire mining 78 sector (levin, 1996). Furfirer, nearly seventy percent of fire population lives below fire poverty level (Kirsbn, 1996). Income is derived firrough many sources, including fire sale of crops, remittances, non-farm activities, and pensions (Baber, 1996). Labor migration to mines and fire industrialized areas to fire soufirwest ofbn foments hardship in fire rural areas. The head of household is ofbn gone for long periods of time, leaving women, children, and the elderly to work on fire farms. Often, renrittances fail to meet the family needs, leaving women to seek income firrough trading in fire market towns or more importanfiy to maintain a small plot of land on which fire family can subsist. N gqaleni and Makhura (1996) illustrab firis, noting firat women perform fully seventy percent of the labor on small-scale farms in fire Norfirern Province. 3.2 Demographics and History 3.2.1 Political Geography As with all of Soufir Africa’s nine provinces, fire N orfirern Province is administered from a provincial capital. Magisterial districb divide fire province to facilitate local government. Towns fall under magisbrial districb and fire lowest political aufirority is fire Transitional Local Council. The lowest politico- geographic construct is the farm. Farms are codified unib with precise boundaries, regisbred in Pretoria, and often sub—divided into ’portions’. Thus a ’farm’ is bofir a political and production entity. of. Pr, The Northern Province’s largest city is Pietersburg, which is also the provincial capital. Important cities include Tzaneen in fire east, Potgiebrsrus in fire cenbr, Tlrabazimbi in the extreme southwest, Messina in fire norfir, Thohoyandou in fire norfireast, and Phalaborwa in fire east. The norfirern half of fire Kruger National Park is admirrisbred by fire province, but provides less revenue to fire N orfirem Province firan the soufirern half of fire park provides to fire Mpumalanga province. 3.2.2 Structure of the Population The population of fire Northern Province is 4,929,000. The major languages spoken are Sepedi (northern Sofiro), Xibonga, Tshivenda, and Afrikaans. Northern Sofiro people inhabit the central and soufir/soufir-western areas of the province. The Venda people are concentrabd in fire northeast wifir fire Tsonga people in fire east abutting Kruger National Park. Afrikaners (descendenb of fire first whib setfiers) live throughout fire province and small minorities of Tswana, Mswati, Ndebele, and Mashona peoples are inbrspersed among the main efirnic groups. Alfirough spatially concentrabd under apartheid into homelands, recenfiy a great deal of efirnic mixing has occurred. The ethno-racial boundaries imposed on fire norfirern Transvaal under aparfireid have broken down in fire transition to fire new Northern Province. Several key areas of efirnic heterogeneity include Piebrsburg, fire University of fire North, Tzaneen, and fire soufirern boundaries 80 as of fire province, especially those wifir fire Norfirwest Province (formerly Bophufirabwana). One of fire major demographic and economic phenomena in fire Norfirern Province is fire high degree of dependence on labor migration. Several studies estimab the number of households wifir members involved in labor migration as high as 70% (Baber 1995; Statistics South Africa 1997). Overwhelmingly, fire bulk of migration is to the major industrial areas of Gaubng Province. Migranb will leave fireir homes in fire north for monfirs at a time, ofbn failing to send remittances, leaving rural households vulnerable, wifirout cash, and suffering from a lack of labor. 3.2.3 Economy, Infiastructure and Development Only fire Norfirern Cape province contributes less to the national GDP firan does fire Norfirern Province. A lack of manufacturing, few natural resources, and a large, poor, rural population explains fire very low 3.7% contribution the province makes to the national budget. The only significant concentration of industry is at Piebrsburg and firis represents only a handful of opertafions. Milling and brewing are fire main industries in Piebrsburg. The province has exbnsive timber, ba, and fruit plantations in fire escarpment, almost exclusively owned or run by fire whib population. A well-distribubd road network serves fire province, however, roads are in a slab of decline. After the 2000 floods, many of the rural areas of the norfireast 81 and east became inaccessible by road. Many roads were in fire same state a full year labr. Rail transporb goods, but very few passengers. The N1 national highway links the province to Zimbabwe at Beitbridge and to fire Pretoria / Johannesburg area. According to fire Premier of fire Norfirern Province, Ngoako Ramafihodi, 41% of fire population of fire province was unemployed in 1998, wifir government being the largest single employer at 25% of active workers (Soufir Africa Yearbook, 1999, p.17). The Maputo Corridor promises to link the province to fire port of Maputo as a stimulus for development. Ofirer firan firis proposed road, no significant development projecb have been undertaken in fire province. 3.2.4 Physical Geography, Weather and Climate The Norfirern Province is split almost in half by fire Drakensberg escarpment. To fire east is the lowveld- a hot and humid plain. The western regions encompass fire highveld - a hot and dry plain. The bulk of the rain in fire province falls in fire escarpment region. During the rainy season in firis region, weeks can pass where the dominant weather phenomenon is eifirer rain and / or fog. Unpredictable weafirer patterns increase the likelihood of crop failures. Only fire Norfirern Cape and Northwest provinces are drier on average. Soils are firin and erode quickly. Trees are scarce oubide of fire escarpment. Vegetation cover is primarily a savanna-scrub. 82 3.2.5 Political History The Norfirern Province has undergone a rapid political restructuring in fire past six years. For most of its history, it was called the norfirern Transvaal, part of fire Transvaal province, and was administered from Pretoria. The north was looked upon as rural and agricultural and firerefore secondary to fire needs of urban, manufacturing areas of Pretoria and Johannesburg. A disproportionab number of the homelands were located in the norfirern Transvaal. Venda, Gazankulu, lebowa, KaNgwane, KwaNdebele, and part of Bophuthabwana consumed a large portion of the land surface. Of South Africa's current nine provinces, only fire Eastern Cape and KwaZulu-Natal had more of fireir land area set aside for homelands. The lebowa and Gazankulu self-governing stabs and fire so-called independent Republic of Venda were politically unstable and socially volatile firroughout fireir history. The 1959 Sekhukhuneland revolt was one of many rural protests against fire ofbn brutal regimes in Iebowakgomo, Giyani and Thohoyandou (capitals of fire homelands respectively). 83 3.3 Census Data on the Northern Province I will present here findings of a rural household survey conducbd in fire former homelands of the N orfirern Province in order to present a picture of fire regional conbxt. This survey focused of fire living conditions and livelihoods sysbms and was conducbd by Statistics Soufir Africa, fire stab census agency. I focus in fire next chapbr on fire specific livelihood sysbms and land use patbrrrs among farms selecbd for firis study. 3.3.1 Demographic Data In fire Stafistics Soufir Africa survey, a total of 1090 people were questioned in fire former homelands of lebowa, Gazankulu, and Venda. The majority (87%) resided in a rural area. Only 11.6% resided in a semi-rural, denser setfiement. In fire rural areas, the majority of households have one to two dwelling units. The majority of housing type is a brick or concreb house (57%) wifir a large portion (39%) of residential dwellings considered ”traditional” (a structure made of mud or firatch mabrials). Provision of services is inadequab but not complebly absent. Thirty-two percent of households have electricity and 28% have wabr. For firose households wifirout wabr, no clear clusbring of distance to the nearest wabr source is evident. For instance, 17% had wabr less firan 100 meters from fireir house, 13% had wabr between 200m and 500m, while 18% had to fetch wabr from more than 1km away. The majority of households reporbd having a pit latrine (75%). The majority of respondenb reporbd between three and eight inhabitants in fireir household. By gender, the composition of households is similar to ofirer studies. The proportion of households wifir no male adults is 24% while those wifir no female adulb is only 5%. Many households did report have at least one male and female adult present (43%, 42%). 3.3.2 Land Of fire 1090 respondents, only six percent reporbd having been moved from land since 1913. This is not unfounded given firat fire respondenb to firis survey were drawn from fire former homelands. Forced removals occurred in whib lands. This survey found that fire homelands were not used as the vast labor reserves to fire exbnt previously believed. This is most likely an artifact of survey design and sampling framework. Had the survey been conducbd near fire borders of fire former homeland, I expect firis statistic would be very different. The largest mefirod of land allocation in the rural areas is through a local or tribal aufirority, and 65% of respondenb had acquired land in firis way. Smaller proportions of respondenb access land firrough inheritance of a tribal land (15%). Surprisingly, 31 % of respondenb said firat they did not have permission to occupy fire land firey currenfiy inhabibd. Only 29% had a tifie deed to the 85 fr land firey occupied. The market value of the majority of respondents land was less firan R10,000 (82%), with 57% owning/ occupying land worth less firan R2000. 3.3.3 Livelihoods The livelihood questions undertaken in firis study were of very limibd scope and generally do not present a very robust picture of rural livelihoods, however, very litfie data of firis type exists on such a scale in Soufir Africa. One-firird of respondenb earned between R401 and 800 ($US 50-100), while 22% earned between R201-400 (SUSZS-SO) in fire month prior to fire inbrview. The majority of respondenb nobd firat their primary source of income was from wages of household members firat actually lived with them (43%), while 28% relied on old-age or disability pensions (or someone wifir such a pension). Twenty percent of respondenb relied on remittances and only 2% relied on farming activities as fireir primary source of income. As for second most important sources of income, 33% relied on pensions, 29% on pensions, and only 8% on agriculture. Agriculture, in fact, only becomes a significant source of income as a firird source. In fact when queried regarding fireir reason for farming, nearly all respondenb (94%) said it was to produce enough food for household consumption rafirer firan as a source of income. Relatively few participants in fire survey have had formal training in eifirer farming (5%) or animal husbandry (3% ). Size of farming areas used for field 86 crops ranged from 0.5 to 2 ha. Unpaid family labor is the largest source of farm labor (76%). The year prior to fire survey, 1996, was a drought year wifir 87% of respondenb reporting that firey had some sort of crop failure in firat year, due eifirer to drought (63%) or poor soils (13%). Grazing lands were available to only 37% in fire previous year with 96% of firose wifir access to grazing lands reporfing fire land was held communally. Small livestock consists mainly of chickens (75% reporbd 16 or fewer). None of these statistics differ drastically from studies on the rural Northern Province (specifically see Baber, 1996). 3.4 Land Reform in the Northern Province The N orfirern Province has experienced the slow and unpredictable pace of land reform firat has effecbd fire rest of South Africa. Reform in fire Norfirern Province to dab consisb of eighben CPA projecb involving 3,518 households. In firis study, CPAs were randomly selecbd and stratified by size. The 2000 floods rendered two of fire farms scheduled to be visibd inaccessible firus albrnabs were chosen. Of fire CPA projecb selecbd, fire beneficiary list reflecbd fire involvement of a total of 763 households. Afbr conversations wifir the chairpersons and secretaries of firese CPAs, first-hand observations, and perusal of participation records it was found firat only 326 households could be considered acfive participants. Thus, only 43% of households involved in land reform projects were active. At the provincial level, given fire number of projecb 87 and beneficiaries, we can assume firat only 1512 households are acfive in fire CPA program in fire Norfirern Province. Knowing firat fire population of fire province in 1999 was 4,929,000 and given firat fire average household size is five individuals, a mere 0.002% of fire provincial population direcfiy benefibd from land reform. Nob firat firese numbers differ sharply from fire official figures. The official figures assume all households are active, which firis study will show to be inaccurab. The study sibs in firis research included five established CPAs and one control farm. All of fire CPAs were in fire Northern Province and most were locabd in the central region. Figure 1 shows the location of fire CPAs and fire control farm. The CPAs were chose at random afbr being stratified by size. Two of fire original list had to be excluded as firey were rendered inaccessible by the 2000 floods. Two albrnabs were selecbd. Mahlambandlovu CPA Mahlambandlovu CPA is locabd approximably 20km from Piebrsburg just across fire border of fire former lebowa homeland. The farms firat constitub the CPA were purchased by fire communal association from a whib farmer in 1997 and formally established as a full-fledged CPA in 1998. The Mahlambandlovu CPA lies in a drier area of the province. The membership Stands at 396, of which fire secretary estimabs fewer firan 160 active members. Afbr firree monfirs of constant contact I was only able to inme 120 members 88 (which still provided enough respondenb to satisfy fire sample design). The CPA has a small truck, two tractors, and an array of farming implements. They raise chickens and catfie on fire bulk of their land. Monyamane CPA The Monyamane CPA is locabd 15km north of the University of fire Norfir on fire border between fire Piebrsburg and Thabamoopo magisbrial districb, which formerly served as the border between fire Transvaal and lebowa homeland. The CPA was established in 1997 and officially serves 201 households. The farms firat constitub the CPA lie in exceedingly sbep brrain. Accessibility is severely limibd and much of fire land can be reached only by foot. The members of fire CPA reside just to the norfirwest of fire CPA itself. The area represents a transition zone between the wetbr escarpment to fire east and fire drier highveld to fire west. Baroka CPA The Baroka CPA lies between Potgiebrsrus and Roedtan on fire N11 highway. It is fire second smallest of fire CPAs visibd in bofir size (Sha) and membership (41 people). The farm was established in 1997 and finalized in 1998. The farmland was part of a larger whib farm firat was sub-divided and sold. The members have construcbd a small irrigation scheme firat provides wabr to a Small field producing vegetables. The other portion of fireir land has been set 89 aside for bean, maize, and tomato production. The farm is in fire drier part of fire province. Rondebosch CPA The Rondebosch CPA is situabd in fire escarpment along fire Duiwelskloof Road. The thirty members of fire CPA reside in fire Sekgopo community, which lies just to fire norfireast of the actual CPA land. The farm was established in 1997 and finalized in 1998. A whib farmer had previously owned the farm purchased for fire CPA. The Great Ietaba River separabs the community from the farm. In lab 1999 and early 2000 devastating floods struck norfirern Soufir Africa, including the Sekgopo community and Rondebosch CPA. Widespread damage was observed at fire farm and community including the destruction of most of fire road network, fire CPA’s wabr pump, crops, and livestock. Muyingiseri (Trust) CPA The Muyingiseri Trust is locabd northeast of Tzaneen on the Phalaborwa (R71) road. The CPA was established in 1997 and finalized in 1998. The trust is the smallest in land area of all of fire farms visibd and membership officially stands at firirty-nine. At fire time of interviews the road into fire farm was complebly inaccessible, also due to the 2000 floods. Production on fire farm was limibd to a small stand of tree crops and a few vegetable gardens. Platklip Control Farm The Plafidip farm in firis study is also referred to as fire ”control farm”. This area repr a ”typical” farming sysbm, rather firan a farm per se. The brm ”farm” comes from fire fact that all of South Africa is divided into ”farms” whefirer functionally a farm unit or not. This particular community is cenbred on fire farm named Platklip, but in reality fireir farming sysbm exbnds beyond fire Platka farm ibelf. Estimabs derived from hand counts undertaken by researchers at the University of the North put fire number of inhabitanb at approximably 1000- 1500 persons. The area was part of fire former lebowa homeland in fire Nebo District. The farming sysbm is representative of ofirer areas of rural Soufir Africa. The land is used primarily for farming and livestock ranching. The residenb are incorporated into the larger South African labor market, wifir many respondenb reporting a member of their household off to work in Guabng. 3.5 Summary The statistics presenbd here reinforce fire librature on fire livelihood sYSbms of fire Norfirern Province. The broad patbrns evoked in firis data will be illI-lstr'abd in fire next chapbr on data analysis of household surveys. The Statistics Soufir Africa survey failed to collect important information on coping IINE‘rchanisms to stress and furfirer failed to probe for fire exact nature of livelihoods. For instance, cabgories of employment are lumped togefirer in 91 ”wage income”. I will atbmpt to dis-aggregab firis cabgory to understand fire dynamics of livelihood change. The broad patbrns presenbd above, however, were largely corroborabd. Chapter Four Data Analysis 4.1 Introduction The broad, provincial level picture painbd by fire census bureau statistics in fire previous chapbr will be compared in firis chapbr wifir data collecbd on five Communal Property Associations and one rural farming area in fire Norfirern Province. The analysis of fire census data showed firat fire provision of services in fire rural Northern Province is inadequab, local tribal authorities allocab land in most areas, fire majority of respondenb earned less firan R500/monfir, and firat livelihood strabgies are similar to firose presenbd in fire review of librature as appropriab for fire Norfirern Province. This chapbr will be divided into three thematic areas covering fire data COllecbd as part of field research - livelihood sysbms, land use change, and land mform. Data collecbd includes 1) descriptive statistics on livelihood sysbm cOtrrposition and land use change; 2) data on perceptions of land use change; 3) qualitative inbrviews with individuals; 4) a suib of remobly sensed images and GIS data; and 5) archival information on land reform including government documents and academic reporb. 93 Afbr a general introduction to the structure of fire research, data on fire firree firematic areas will be presenbd. I will first present fire descriptive and cross-tabular statistics on livelihood sysbms and land use. Iwill firen present data on fire perceptions of land use change, followed by an analysis of land use and cover change derived from remobly sensed data. Finally, I will report on fire land reform program as it relabs to the field sibs. Inbrspersed in firis discussion will be information derived from qualitative inbrviews. Iexpect firis presentation of data to support my general notion firat it is precisely fire nexus between livelihood sysbms and land use change firat will give us fire most insight into processes of change in rural South Africa. 4.2 Structure of the Research and Methods In order to investigab fire relationship between livelihoods and land, it was necessary to find farms where land use change had taken place. In fire original proposal for firis research, it was hypofiresized firat fire bulk of change had oCcurred outside of the realm of fire stab sponsored land reform program. While Privab land transactions between Africans and whites have occurred in the NOrfirern Province, firese transactions involved mainly an elib, emergent proto- caIJitalist, black farnring class and as such fire implications for the livelihood sD’Stems of fire masses of poor were extremely limibd. The goal of firis research Wis not to understand fire dynamics of farm change from rich whib to rich black 94 farmers, rafirer to understand the processes firat might most impact transformation of fire bulk of fire historically poor, disenfranchised African population. Thus, fire original hypofiresis was mistaken. Land redistribution that effecbd poor Africans was complebly wifirin the confines of the stab program on land reform. Anecdotal evidence poinbd to four areas where land invasions had taken place, but under further investigation communities were found unwilling to discuss the extra-legal sbps firey had taken to acquire land. It became evident firat fire focus of fire research would have to be on the stab- sponsored projecb. The stab-sponsored projects represented land redistribubd from whib capitalist farmers to nacient African farmers by fire central government under a comprehensive land reform program. Under the Reconstruction and Development Programme a once-off R15, 000 (~ $2140) social grant is provided to each historically disadvantaged citizen. Finding whib farms far too expensive for individuals or even communities to purchase out-right, fire Department of Land Affairs facilitabd fire land redistribution through fire Communal Property Association (CPA) program by encouraging Africans inbresbd in farming to pool fireir resources in order to purchase productive farms“. Testing fire relationships between land use change and livelihood sysbms on stab-sponsored projecb, however, was not enough. How are we to know firat processes uncovered firere were different from firose in ofirer rural areas? How could I conclusively evaluab the stab-sponsored land reform projecb and assess 95 any difference from ofirer rural areas? Could these farms alone clearly indicab positive or negative feedback to livelihoods from land reform and use change? These lingering questions led to an albration of fire initial research design. A ”typical” rural area was selecbd as a ”control farm”. The control farm selecbd was fire Plafidip farm in the Nebo magisbrial district in the former lebowa homeland. The people in firat area have experienced no land redistribution, rafirer have had continual access to land under communal arrangemenb. If firere is such a firing as a ’typical’ rural farming area in the Norfirern Province, the Platklip Farm might be considered such. The area is under bofir communal and freehold land bnure sysbms, firus represenb many ofirer rural areas in first it has overlapping land righb. Most importanfiy, asking fire same questions on the control farm served as a mefirod of differentiating fire redistribubd farms from ofirer rural areas to isolab fire effer of fire land reform program. It also provided an addifional mechanism for supporting or rejecting fire first hypofiresis of fire study, namely that land reform projecb will raise incomes and strengfiren livelihoods. 4.2.1 Methods Specific mefirods included (lisbd sequentially): 1. PILOT STUDY - A pilot study was conducbd to refine questions and debrrrrine fire validity and conbnt of questions. 2. FARM SELECTION - Selection of CPA farms from fire land reform program list for the Norfirern Province was firen conducbd. Farms were purposely selecbd by size of membership. Two large farms, one medium farm, and two small farms were selecbd. Participanb were selecbd randomly from farm lisb. 3. QUANTITATIVE INTERVIEWS - An inbrview schedule was conducbd on the selecbd farms. The CPAs were stratified by size for inclusion into fire study and selecbd randomly. Respondenb were drawn randomly from membership lists for each CPA. 4. QUALITATIVE INTERVIEWS - Informal discussions and follow- up meetings were conducbd to get participant reaction. Qualitative inbrviews were also conducbd with key informanb. By key informants, I mean firose people who were in pivotal positions who could help me understand fire actual transfer process. Other key informant included firm participanb who were active in the entire process, and not in a position of aufirority in the CPA. 5. CONTROL GROUP INTERVIEWS - Quantitative and qualitative inbrviews were conducbd on the ”control” farm in a manner similar to fire CPAs. Furfirer, each CPA and fire control farm was identified and geo-referenced. Maps were provided to fire CPAs for farm planning. Soil samples were taken on the farms firat undertook agriculture. A compleb soil survey of fire control farm was obtained from fire Department of Soil Science, University of fire N orfir. The CPAs and control farm included in firis study are lisbd in Table 4. Table 4 : Specific Study Sibs in the Northern Province. PROIECT LOCATION HECTARES Baroka Roed tan 214 Mahlambandlovu Seshego 2159 Rondebosch Sekgopo 341 Monyamane / Bjafiadi Dikgale 5587 Muyingiseri Trust Tzaneen 147 Plafidip (Control ) Phokwane Not a contiguous All statistics presenbd below are derived solely from fire inbrview schedule. All variables were summarized and relationships in fire data have been identified using Chi-Squared bsb. The bulk of fire data is nominal, yes/ no data and as such is not suitable for regression analysis. In all cabgories, fire data will be distinguished between the CPAs and fire ”control” farm (CF). Data from all CPAs has been aggregabd togefirer. Discussion of major findings will follow in the next chapbr. The two business plans detailed here were obtained direcfiy from fire CPA commitbe. Of fire five CPAs visibd, only two had access to their business plans or constitutions. The ofirer three had no readily available copies of fireir plans, and in fact, several members requesbd firat the aufiror assist firem in obtaining copies of firose documenb from the DLA. 4.3 Interview Data 4.3.1 Demographic Data Demographic questions were asked in order to cabgorize and differentiab respondenb. Data on participant gender, marital status, age, current income, prior income, number of household occupanb, lengfir of residence, and prior residence was collected. On CPAs 54 % of respondenb were female, while 70% were female on fire control farm. The majority of respondents were married (75% CPA; 64% CF), and fire control farm showed a statistically normal age distribution. CPA age structure bnded toward older age cabgories. hrcome clusbred in bofir cases toward the lowest cabgories, under 300 Rands ($40) per monfir (45% CPA; 57% CF). The CPA had more people wifir low incomes firan did fire control farm. In both cases, over a firird of respondents reporbd family members working in Gaubng Province (35% CPA; 34% CF). One quarbr of CPA respondenb had a family member working in Piebrsburg, 99 fire provincial capital. The same was not true for the control farm. It is relatively isolabd from secondary cities such as Piebrsburg. 4.3.2 Farming as Income Generation When asked what firey spent most of fireir time doing to generab income, fire majority of respondenb replied firat firey farmed (62% CPA; 85% CF). Nob firat firis does not equab to the individual’s largest source of earned income. Rafirer firis question asks how much time is spent pursuing a particular income source relative to ofirer income options. Although, the majority said they spent most of fireir time farming, fire majority also responded to a follow-up question firat farming contribubd ”very litfie” to their actual cash flow (46% CPA; 56% CF). Only 17% (CPA) and 15% (CF) respondent firat farming provided firem wifir ”most” of fireir family income. Farming as a method of income generation is clearly not fire most important source of income on either CPAs or fire control farm. Given firat CPAs were established to promob development and transform fire rural proletariat through productive agriculture, firis finding stands out as significant. As a consequence of firis line of questioning, several respondenb volunbered to participab in qualitative discussions firat undertook to investigab why people continue to farm although it provides very little of their income. Responses included: ”I have just always farmed”; ”We Africans can not fail to farm”; ”Blacks who do not farm are lazy”; ”Ofirer people will take my land”; ”I must keep busy so I farm”; and ” I can’t get employment elsewhere”. Clearly 100 firere is a strong social imperative toward farming, regardless of ib unprofitablilty as a time versus income generating activity. Crops farmed included maize, beans, melons, and vegetables. This represents no significant variation from findings produced in ofirer studies or from fire authors own research in KwaZulu-Natal (McCusker, 1997). The majority of respondenb in bofir cases said firat their family farmed as a unit and firat they farmed all of fire time. 4.3.3 Identification of Food Shortages The first of several distinctions between fire inbrview schedules as admirrisbred on fire CPA and control farm occurred when atbmpting to identify periods of food shortage. The distinctions occurred to accommodab fire differing conbxt between fire CPAs and the control farm. Originally, fire inbrview schedule read ” when have you and your family experienced a food shortage since you joined the CPA” and ”has firis occurred more ofbn since you joined fire CPA”. This line of questioning was clearly inbnded to assess fire impact of CPA membership on livelihoods. However, firis question would not make any sense to participanb on fire control farm. Most of firem had lived in firat area fire majority of fireir lives. The question was modified to ”how many times have you experienced a food shortage since 1980”. In response, 45% of CPA respondenb reporbd firat firey have experienced a food shortage since joining, but first fireir food situation is better now firan before joining fire CPA. Their food availability 101 was assessed firrough a suib of questions regarding fire price of food, the number of times firey had to rely on fire shops for food, and fireir general perception of whefirer or not firey are ”better off" since joining fire CPA. On fire control farm, 19% of respondents have experienced a food shortage since 1980, wifir most respondenb experienced shortages in the period between 1993 and fire present. Generally, food shortages were found to have occurred in fire periods 1980-83, 1988-89, 1992-4, and 1998-99 and affecbd widespread parts of fire Norfirern Province, including fire study sibs (Baber, 1996). 4.3.4 Coping Mechanisms to Food Shortages Coping mechanisms to food shortages in fire Norfirern Province show remarkable lack of resilience. As in KwaZulu-Natal, mechanisms are largely confined to reliance on shops, shop credit, and a very linribd suib of accompanying mefirods (McCusker 1997). On CPAs fire frequency of visits to shops markedly increases in times of stress (from one a month in normal times to every ofirer day during shortages). The control farm showed more stability in fire reliance on shop-bought food. Both cases press fire argument for structural dependence of rural people on shop-bought food. This will be discussed furfirer in fire next chapbr. Purchasing food at fire nearest shop is fire first coping mechanism to food insecurity on bofir fire CPAs and fire control farm (54% CPA; 68% CF). Fewer people relied on credit purchases as their first response to food shortages (14% 102 CPA; 24% CF). The second method of the majority of respondents was borrowing from neighbors (CPA 17%; CF 56%). The firird sbp was asking relatives (CPA 22%; CF 5%). As in KwaZulu—Natal, few coping mechanisms could be identified past fire firird mefirod. In discussions wifir participanb, the aufiror’ s concerns regarding these findings were presenbd to discussion groups who responded firat fire majority of people were almost complebly dependent on fire shops, credit, and their neighbors/ relatives in times of need. No wild food gathering or asset sale could be identified. When queried about asset sale, many participanb responded ”we have nofiring to sell”. Observation of households by fire aufiror confirms the relatively low number of productive assets. Of fire randomly sampled members of fire largest CPA, only two were observed to have access to tractors. Asset sale in brms of livestock will be discussed in more detail in fire next section, but generally have very litfie impact. Respondenb did recall slaughbring goab and chickens, but reporbd firat firey ”would only do firat if firey had bad credit and could not purchase from fire shops”. When queried about fire frequency of animal slaughbring as a coping mechanism, several respondenb reporbd firat firey did slaughbr small livestock in severe cases of food shortage. The frequency of such occurrences can not be debrmined wifir certainty as firis did not show up in fire quantitative sample. 103 4.3.5 Livelihood Systems The firrust of firis research was debrmirring fire livelihood sysbms for rural residenb in fire Norfirern Province and relating fire findings to land use change. A suib of questions was asked to attempt to uncover the exact nature of livelihood sysbms. As shown above, fire amount of time spent in agriculture is clearly disproportional to its return as measured by income. Labor migration is an important facet of rural economies in South Africa, and was represenbd as such in the study sibs. Industries in Gaubng drew significant numbers of household members for labor (35% CPA; 34% CF). Secondary cities provided fewer employment opportunities for fire control farm, but as nobd above, 24% of CPA respondents worked or had a family member working in Piebrsburg. Working as farm laborers on whib farms was significant to only a few people (10% CPA; 5% CF). A series of questions were asked regarding income generafing activities and fire importance of the activity to the family income. Table 5 summarizes fire major findings. The list of activities was debrmined firrough exbnsive pilot study quesfioning to debrmine the range of activities in which households might be involved. The list was compiled from all answers garnered during fire pilot phases and then incorporabd into the questionnaire. Redundancies were inbntional. 104 As shown in Table 5, members of the CPA have a broader income base firan do members of fire control farm. The percentage of respondenb reporting activity per cabgory is much broader among CPA members. That one-firird of control farm households rely on pensions is remarkable as is fire number of CPA households firat rely on selling petty commodities. These figures indicab a diverse livelihood strabgy in among bofir groups, however, fire members of the control farm are markedly more dependent on enfifiemenb, eifirer from ofirer family members or the stab. Livelihood options include raising and selling livestock, particularly catfie. In bofir cases, fire majority of respondenb on the CPA held between 1-2 catfie (54 %) wifir large proportions of fire control group holding no catfie (63%). Among CPA participanb, 43% owned only two catfie. Fewer than 2% held more firan 10 catfie in bofir cases. Change in fire number of catfie owned bnded toward losses, but fire majority reporbd no change (37% CPA; 44% CF). No significant increase was shown in eifirer case. 105 Table 5 : The Range of Livelihood Strabgies and Relative Importance Activity “/0 of CPA % of Control Hand-craft making 1 % (14) 1 % (10) Brewing Beer 14% (5) 9% (6) Traditional Doctor 6% (11) 1% (10) Selling Cooked Foods 4% (12) 2% (9) Dressmaking 8% (10) 1% (10) Mine Worker 3% (13) 1 % (10) Government Employee 24% (2) 13% (5) Maid / Domestic 12% (7) 9% (6) Farm Laborer 21 % (3) 22% (4) Works for Whib Farmer 10% (9) 5% (8) Sells Fruit 1 1 % (8) 11 % (6) Pensions 13% (6) 30% (1) Part-time or hrformal 16% (4) 7% (7) SellingPetty Commodities 37% (1) 27% (2) Remittances 16% (4) 26% (3) Regarding small livestock such as goab and chickens, fire majority of respondenb hold between 0—2 goab (90% CPA; 62% CF) and change has bnded toward losses but fire majority have experience no change in fire number of goats firey own (68% CPA; 44% CF). Nobworfiry is that 32% of participanb on the control farm have reporbd losing between 2 and 11 goab over fire past bn years. The majority of CPA respondenb (79%) reporbd holding between 0-2 chickens, while fire range of fire number of chickens per household was much more diverse among fire members of fire control farm. Only 31 % held 0-2 chickens wifir a clusbr of respondents (37%) reporting firat fire held between 5 and 10. The BaPedi people of the study areas belong predominanfiy to fire 106 Zionist Christian Church firat forbids fire consumption of pork, firerefore, pigs were not included in small stock. 4.3.6 Land Use and Land Authority This section will deal wifir quantitative inbrview data collecbd exclusively on fire control farm. Because all land use decisions are made by the governing commitbe of fire CPA and are set forfir in the business plans and constitution, firere was no compelling reason to ask individual households about land use decisions on fire CPA. They had no individual control over firose decisions ofirer firan voting for or against them. Data presenbd here regarding land use decisions on CPAs is stricfiy qualitative, obtained from discussions with fire members of fire executive commitbe and from the business plans firat l was able to obtain. Fifty percent of respondenb on the control farm reporbd firat fireir chief direcbd firem as to which pieces of land to farm and raise catfie. Regarding the ofirer fifty percent, nearly all (94%) said they made land use decisions on fireir own, many adding fire knowledge was drawn from their ”past experiences”. Shifting from one farming plot to anofirer is not common. Once a household is allotbd a field, firey bnd to keep that piece of land as fireir own (94%). This is not surprising given firat the area is still largely under communal bnure arrangements. Fallow is still practiced by 40% of households. 107 Land use change was direcfiy queried. The amount of land a household controls has been stable in fire period since 1990 as evidenced by fire fact firat 86% of participanb have neither gained or lost land to others, however, a significant degree of farm-land to range-land conversion seemed to occur. One- fiffir of participanb have stopped farming a piece of land previously under cultivation. Farming is viewed as important, but less reliable firan raising catfie, as 87 % of respondenb have grazed cattle on land firat firey previously cultivabd. Only 9% of respondenb have, since 1990, increased fire number of catfie they own. The majority (52%) have neifirer increased nor decreased fireir herd size, while some reduction in herd size has taken place (20% of respondenb). These findings would seem to indicab firat farmland on fire control farm is being abandoned for betbr land or used for more exbnsive purposes such as raising catfie. At first firis would suggest a large amount of land use change. Under furfirer investigation, it was discovered that firis was intra-annual change rafirer firan inter-annual change and the practice is common in Soufir Africa, in fact all of Africa. When the crops are harvested, catfie are allowed to graze on fire stubble to provide fertilizer to enhance the next season’s crops. Land designabd for raising catfie is considered not suitable for farming, therefore, no cultivation would occur. On fire CPAs, land use decisions are made cooperatively, between fire membership and fire farm commitbe and largely adhere to fire business plan. On fire two CPAs where fire business plans were obtained, fire communities did not 108 deviab from fire plans, alfirough one had not fully implemenbd fire business plan. The Baroka CPA had taken fire advice laid down in fire business plan and had undertaken a manageable degree of cultivation given fireir relatively small number. They also raised catfie on some of the open fields. The Mahlambandlovu CPA suffered from an inability to obtain an additional piece of land on which firey had planned to cultivab crops. The secretary of fire CPA indicabd firat firey had been tied up legally from obtaining fire land. The CPA possessed a wealth of farm equipment, well maintained and managed, but unused. The CPA had full time and part-time paid laborers firat it drew from fire membership. Following the business plan, fire Mahlambandlovu CPA raised chickens for sale as well as catfie. Community members were required to pay a monfirly fee to have fireir catfie bnded on the CPA. On fire ofirer CPAs, general disorganization plagues fire farm operation. The structure of aufirority between fire chief and the commitbe of the CPA has been complebly blurred on fire Monyamane CPA. For instance, when fire author met wifir fire CPA commitbe to arrange fieldwork, it was the chief who headed fire meeting, rafirer firan fire chair of fire CPA. Members indicabd firat it was fire chief firat made land use decisions rather firan the governing body of fire CPA. Upon inbnsive furfirer investigation, no clarity was gained on firis issue. Conversations wifir another academic investigator confirmed fire general confusion over ”who was running firings at Monyamane“. 109 The Rondebosch CPA had a unified commitbe and active use of fire farmland. They indicabd firat firey grew maize (corn) and tomatoes among other crops such as beans and vegetables. Unfortunably, fire floods firat hit norfireasbrn Soufir Africa and Mozambique in February 2000 devastabd fire Rondebosch CPA and fire neighboring Sekgopo community. The Great Ietaba River rendered fire CPA’s farmland inaccessible early in February. Many roads to fire Sekgopo village were accessible only by 4x4 and ofirers were complebly inaccessible. Members of fire Llwanlemeetse CPA, fire pilot study group, reporbd inability to access funds necessary to begin farming. Furfirer, fire head of fire CPA commitbe reporbd fireft of fire community’ s taming implements wifir no resolution provided by local law enforcement. As such, fire membership felt very pessimistic about fire prospecb for fireir CPA. The land acquired by fire CPA was used for raising a nominal amount of catfie. Refer to fire discussion chapbr for more on fire general situation of firese CPAs. 4.3.7 The CPA and Perception of Livelihoods People’s perception of how they have fared since joining fire CPA is largely neutral to slighfiy positive. The majority (39%) said fireir income was about fire same, while a firird indicabd firey are a litfie betbr off. However, more people said firey had become ”much richer”(14%) than firose who responded firat firey had become ”much poorer” (4%). Nearly firree-quarbrs of fire respondenb 110 believe firat, in general, members become wealfirier fire longer firey are a member of fire CPA. A large number of respondenb (38%) reporbd firat firey now sell crops, but had not done so before joining fire CPA, but an equal number reporbd firat firey have never sold any of fireir agricultural production. In real brms, however, most respondenb felt firat since joining the CPA food was too expensive for firem (76%) but firat it is not more expensive firan before joining either (44%). This indicabs firat while firey feel they are better off, food remains a critical drain on fireir budget. As an indicator of the impact of the CPA on their own subsisbnce production, respondenb were queried on their dependence on store-bought food. One-firird reporbd depending on shops much more, while half said firey relied on shops somewhat more or about fire same. 4.3.8 Analysis by Gender Analysis of fire household inbrview data by gender revealed important differences and corroborabd several assumptions on gender relations. One of fire most prevalent firemes firat permeab the librature on gender is fire inequality of income. Men bnd to have much more control over family finances, ofbn disproportionab to fire amount they contribub to fire total household budget. Women in firis study were more likely than men to earn under R300 per monfir (50% of women compared to 38% of men). Men concentrabd fireir activity only slighfiy more on farming firan did women. In brms of the mix of crops, however, 111 women showed more willingness to plant beans, melons, and other smaller field crops firan men. This is largely a result of fire gendered division of space firat allocates ”garden” or small area agriculture to women and ”field” or large area crops to men. As a result of firis division of space, differences in income arose. Men were more likely to respond firat taming gave firem ”most” or ”some” of fireir income while 52% of women said farming provided ”very litfie” of fireir income. Involvement in the CPA has increased men’s ability to sell crops, but fire reverse is true for women. Respondenb were asked if they sell more or less of their crops since joining fire CPA. While 42% of men responded firat firey did sell more, 44% of women said firat they had sold crops before but have not done so afbr joining fire CPA. When asked about non-agricultural sources of income, women were nearly twice as reliant on entifiemenb, such as pensions or remittances, while men were twice as likely to have informal or part-time employment. Dressmaking and beer brewing were notable sources of income firat were dominabd by women. Women reporbd firat they were less reliant on shop-bought food firan did fire men (53% to 31%). Men concentrabd on maize production, which left firem more reliant on food from the shops than were women (39% to 17% ). In times of stress, men are more likely to rely on credit from formal food retailers firan women, firus reflecting Soufir Africa’s long-standing bias against women in fire credit market. The percepfional data reflecbd firat women were more likely to 112 believe it important to farm to produce food. Men were more likely to see farming as a mefirod of obtaining cash. 4.3.9 Relationships in the Data The relationships presenbd here provide information on fire nature of livelihood sysbms in firis study. The findings here allow for probing and bsting of specific topics deemed relevant in the librature regarding livelihood sysbms. Gender, age, and income have been idenfified a key variables for understanding fire nature of livelihood change, particularly in norfirern South Africa (Baber 1996). These findings allow for further refinement of the impacb of fire CPA on livelihoods by differentiating not only between age group, gender, and income group, but by location. Relationships that might occur on fire CPA but not fire control farm (or visa versa) must be explained. Testing for firese relationships can uncover key differences between the CPA and the control farm, thus providing insight on whefirer or not fire members of CPAs are significanfiy and statistically different from ofirer rural people. This will allow for identification of fire impact of fire CPA on its membership. Given fire nature of the dataset, the statistical mefirod employed to probe for relationships in fire data was the chi-squared bst. This bst only supports or rejects fire presence of a relationship and does not indicab directionality, as do correlafion and regression bsb. The nominal and ordinal data collecbd in firis study do not meet fire requiremenb of either correlation or regression bsb and 113 transformation of fire data to meet fire requirements was beyond fire scope of firis dissertation. Relationships commenbd on below will be followed by fire corroborating statistic. As firis dataset is in reality two data sets, one for CPAs and one for fire control farm, bsts for relationships were run separably. The resulb will firen be discussed. The CPA sample size is 286 while 99 persons were sampled at fire control farm. Table Six summarizes fire variables bsbd in bofir data seb. Rafirer firan ”rummaging” firrough fire data to try to ”find” relationships, I referred to fire librature to identify variables that would have the strongest controlling influence on how livelihoods are constitubd namely age, gender, and income. It is important here to nob firat some variables firat may seem important were omitted as firey had too litfie variation to produce a meaningful statistic. For instance, very few respondenb reporbd firat firey did not farm, so an important livelihood variable, farming, was not included in fire bsb. Of the firree ”independent” variables, ”age” and ”income” were re-coded to produce fewer cabgories in order to garner a more meaningful statistic. ”hrcome" was reduced from eight to firree cabgories: poor (R0-100/ monfir), average (R300—600/monfir), and wealfiry (>R600/monfir). Age was compressed from seven to firree cabgories: young (18-29) middle aged (30-59), and elderly (above 60). Overall, more relationships were found in fire CPA data firan fire Control Farm data. Chi squared bsb on the CPA data showed relationships between gender and 1) age [AGE]; 2) change in food security [CHGCPA]; 3) fire amount of 114 crops sold [CRPSELL]; 4) food shortages [EXPSOME]; 5) level of income [INCOME]; and 6) fire hiring of laborers for farming purposes [LABOR2]. Furfirer bsting of fire CPA data found relationships between income [INCOME] and hiring laborers for farming [LABOR2]. Variables that have a relationship to age include: 1) fire contribution of farm income to total income [FARMR]; 2) fire respondenb gender [GNDR]; 3) fire respondenb income [INCOME]; 3) fire hiring of laborers for farming [LABOR2]; and 4) the respondenb marital status [STATUS]. A discussion of firese findings will be included in fire next chapbr. Very few relationships were uncovered from fire bsfing of fire control farm data. Statistically significant relationships included: 1) age [AGE] and income [INCOME]; 2) gender [GNDR] and the allocation of work time to specific tasks [MOST]; 3) age [AGE] and fire allocation of work time to specific tasks [MOST]; 3) income [INCOME] and fire allocation of work time to specific tasks [MOST]; and 4) income [INCOME] and marital status [STATUS]. Again, fire findings presenbd here will be discussed in fire next chapbr. Of fire central poinb of firis dissertation is to evaluab the expecbd benefit of transferring land to rural South Africans via the Communal Property Association land reform scheme. As such, one mefirod of evaluation I have chosen to use is fire direct statistical comparison of data obtained on fire CPAs versus firat obtained on the ”typical” rural farm (Control Farm). Table Seven summarizes fire findings of chi-squared bsb employed to debrmine whefirer or not membership in a CPA versus living in a typical rural area was relabd to a 115 suib of variables. I am bsting here to debrmine the impacb of CPA membership. 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To assess the scope of land cover change on both the redistributed and control farms, three Thematic Mapper satellite images from 1988/ 89 and three Enhanced Thematic Mapper satellite images from 2000, specifically path/ row numbers 169/077, 169/076, and 170/076 were obtained. Table 6 includes specific details of each scene. These images encompassed all but one of the study areas. Images were collected that would represent the study areas before and after the transfer of land from white to black owners. Variation due to seasonality was controlled by selecting scenes with similar acquisition dates across the two time periods. One intervening factor that could not be controlled for was the amount of moisture present in the landscape. As noted elsewhere, the year 2000 was a flood year, with the heaviest rains falling in February. Lower than normal rainfall occurred in 1988 and 1989. While not considered drought years by the national weather bureau, the earlier imagery represented a landscape with much less moisture present than did the 2000 imagery. Although differences in vegetation could be expected, three factors mitigate the influence of seasonality in this analysis. First is the date of acquisition of the images. All of the scenes were acquired well after the end of the rainy season, with the exception of 120 path/ row 170/076 for the year 1989. Second, the 2000 rains were intense in February, but ended in late March as is normal. Finally, the images were classified manually. The interpretation of land cover was undertaken with the knowledge that 2000 was a rainier season. Furthermore, the primary differentiating factor for land cover types was spatial patterns in addition to spectral reflectances. The influence of seasonality, while not completely overcome, was considered and steps were taken to ameliorate its influence. Table 9: Detailed Scene Properties Scene ID Path Row Date of Rectification Sensor (Product #) Acquisition RMS Error (pixels) 0119907130135CXD1 169 077 06/ 02/ 1988 1.1220 Landsat 4 (TM) 0750009180043_(X)05 169 077 06/03/ 2000 1.2845 Landsat 7 (ETM+) 01100092801180003 169 076 06/02j1988 1.2208 Landsat 4 (TM) 075000918043_0003 169 076 06103[ 2000 1.3996 Landsat 7 (ETM+) 011(XD9280118W1 170 076 03108/1989 1.5888 Landsath) 075(XXJ918(X)43_(XX)1 170 076 04/ 23/ 2G!) 1.4408 Landsat 7 (ETM+) Each scene was geo-rectified (UTM WGS 84 [Zone 36 South] ) and the geo- rectification was verified across the two time periods to ensure accurate representation of change. The RMS error of each scene is detailed in Table 6. All scenes were classified using the unsupervised isodata clustering method. Supervised classification was also undertaken. Neither method satisfactorily delineated classes needed for analysis of land cover change in the study areas. Change in the study areas was anticipated to be largely a fluctuation between agriculture, grazing, and fallowed or abandoned land. The ”study area" for land 121 cover and use mapping was defined as the Communal Property Association itself and the areas around the CPA where members resided. Thus, the vicinity, or environs, included any rural townships where a CPA member resided and its’ associated farming areas and grazing land. Baroka CPA was not included in the land use and cover analysis due to the expense of acquiring the two additional scenes. The Baroka CPA farm is exceedingly small and is discontinuous, therefore, the majority of the farm would fall under the minimum mapping unit. It would have been the only study site in the scene (path 170 row 077) and thus the expense was determined to be unjustifiable. Spectral separation was difficult to achieve and proved to be inadequate. Figure 27 demonstrates this problem in the area around the Monyamane CPA. The isodata classification method was unable to differentiate grassland from agrarian land. Notice on the map that the area delineated as agricultural by the unsupervised classifier is far different from the polygons designated as such using the on-screen-digitizing method. The unsupervised classifier was often unable to differentiate between short grass areas and agricultural areas. To overcome the inadequacy of the spectral classifiers, the relevant areas of each scene were digitized manually using on-screen digitizing where the image is displayed on the computer screen and polygons are created with the mouse rather than using a paper map and a digitizing tablet. Each area was divided into one of five land cover classes: agriculture, grassland, forested, residential, and other. Figures 2, 4, 7, 9, 12, 14, 17, 19, 22, and 24 show the spatial-spectral 122 properties of each study site based on a standard Band 4, 3, 2 false-color image representation. Note that agricultural lands in the study areas are not rectilinear. African agriculture is quite different spatially from industrial or white agriculture. While white/ industrial agriculture is largely a collection of rectangular and square fields with an occasional center-pivot irrigation circle, African agriculture is spatially and visually represented as a patchwork of small fields, often following contours, without definitive boundaries. Grazing land lies between and beyond farmed areas, however, because of the need for a priori knowledge of the area to determine which areas are actual grazing lands and which are simply open grasslands, the classification will remain ”grassland”. Forests are not widespread in the study areas, save Rondebosch and Monyamane CPAs, which are in the forested escarpment region. For the other study sites, forested areas are those in inaccessible areas such as gullies or high peaks, where farming or grazing is minimal. The land use change maps were created using ARC/ INFO, ArcView, and Microsoft Excel. The digitization of land cover polygons was undertaken in a manner that would reduce error as much as possible. The coverage for each time period was digitized separately to avoid visually biasing one image based on the other. The earlier time period was digitized first, followed by the later period. After the initial digitization a second image analysis iteration was conducted. The images from each period were compared in the same image viewer (Erdas Imagine) using a 5,4,3 band combination followed by a 4,3,2 combination. If the 123 boundary of a polygon was found to differ significantly and justification was weak (meaning spectrally indeterminate) then the boundary was left as created in the earlier time period. Upon investigation during groundtruthing, the sliver polygons were found to be especially problematic. Respondents often noted that when fields were added to an existing group of fields the most common method was to simply ”add another row of fields to the edge”. Therefore, the error inherent in the rectification process could not be isolated. When groundtruthing, care was taken to stay out of the sliver polygons and edge areas. Points were taken 100 meters from any given boundary. Once digitized, each polygon was coded in the database to correspond with the visually interpreted land use on the underlying image. Next, the two coverages were merged using the ”union" command in Arc / Info with the ”nojoin” option at the minimum fuzzy tolerance. The union coverage contained the unique identifiers for each polygon from the two original coverages, but also assigned new unique identifiers in a separate variable column in the dataset as many of the land use polygons overlapped creating ”slivers”. Because the unique identifiers for each original coverage remained in the new union coverage, the coding of the new polygons for land use could be done manually. In order to generate a ’land use change’ variable, the land-use codes for the two original coverages had to be added together. To do this, the land use label for the 1988/ 9 scenes was recoded from single digits to hns. For instance, the code for grassland was changed from ”2" to ”20” and so on. This would allow for unique codes to be generated in the final ”land-use 124 change” variable for the union data set. Had one of the land use codes from the two original variables not been re-coded, the ’land use change’ variable would not have had distinguishable change classes. Error assessment of the images was undertaken in two steps. The first step was to identify highly unlikely types of land conversion, for instance from residential to wooded. These errors resulted from the on-screen digitizing and were small discrepancies along land cover boundaries. During follow-up field work, the accuracy of the image classification and the resulting land use and cover maps was assessed in the field with the maps created in the first step. Transects of each area were conducted. At points in each study area, the land cover (and interpreted use) was recorded using a GPS and visually documented with a camera. The sample was not random and did suffer from overemphasis on areas that were diffith to classify during the initial image-processing phase. The error matrix (Table 10) shows that most errors were derived from improper classification of wooded land. The error was primarily of commission - incorrectly assigning pixels to the wooded category. This resulted largely from the inability to distinguish between wooded and grassland/ residential land at the border between such cover/ use types. The overall accuracy was 91 .8%. The error assessment was calculated for the 2000 scene only. Due to the inaccessibility and expense of the National Land Cover Map of South Africa, no comparison of error could be undertaken for the 1988/ 89 period. Given that the 2000 and 1988/ 89 data come from the same sensor, at the same time of the year, 125 and with the same haze levels, the level of error for the 2000 period is indicative of the level of error in the 1988/ 89 period. Table 10 : Error Matrix Agriculture Grassland Wooded Residential Row Total tare 9 0 0 0 9 Grassland 0 16 1 0 17 Wooded 0 2 7 1 10 Residential 0 0 0 13 13 Column Total 9 18 8 14 N-49 Column - Clamified Row I Known Producer’s Accuracy User’ s Accuracy (Omission) (Comission) Agriculture 100% Agriculture 101% Grassland 88% Grassland 94% Wooded 87% Wooded 70% Residential 92% Residential 1(1)% Overall Accuracy I K-hat - 91.8% 0.893 In an attempt, to thoroughly investigate possible classification error in the 1988/ 89 scenes, intensive interviews were conducted. A local resident who lived in the area and knew the land use history was taken to a given spot where some classification confusion had entered into the process (usually an area that was a sliver polygon on the land use change coverage). The person was then queried about what the land had been used for (if anything) in 1988/ 89. This less precise method of error assessment was conducted for all of the study sites except Muyingiseri CPA. While not definitive nor statistically defendable, this method 126 helped to clarify confusion encountered during the analysis of 1988/ 89 land cover and use. 4.4.2 Findings In the areas where the most land cover change was anticipated, those farms transferred under the CPA program, the least change was observed. In the case of Muyingiseri CPA there is scant evidence of any change whatsoever. Only marginal shifts in existing patterns were observed. In the Monyamane, Rondebosch and Mahlambandlovu CPAs extensification and abandonment occurred. Areas that had been more intensively utilized in 1988/ 89 were less used in 2000. Areas outside of the actual redistributed farms, however, showed a variety of land use changes. This ’external’ change is mentioned here, as the owners of the farms do not actually occupy the transferred lands. The CPA Act expressly forbids residence of any kind on transferred lands. Thus, the owners of the CPA live in neighboring areas, with the exception of the Muyingiseri Trust. The Muyingiseri Trust is located in the middle of an area of largely white inhabitants and the owners must drive in from approximately 10-20 kilometers to access their farm. In the following descriptions of land use change on individual CPAs the term “agriculture” refers to both farming and herding while ”grassland” refers to spatially undifferentiated grassy scrubland. “Grassland" should not be taken to mean land on which cattle are raised. Table 11 quantifies land conversion for the study areas. 127 Table 11: Percentage Land Area Conversion from 1988 / 89 to 2000 by Land Use / Cover Code Monyamane CPA Land Use Category CPA CPA CPA Environs Environs Environs 1989 2000 Change 1989 2000 W Agriculture 0% 0% 0% 16.3% 14.7% -1.6% Grassland 11 % 22.3 % +11 .3 % 42.9% 40.7% -2.2% Wooded 88.9% 75.8% -13.1 % 37.4% 39.7% +23% Residential 0% 1.9% +1 .9% 3.2% 4.7% +15% Mahlambandlovu CPA [and Use Category CPA CPA CPA Environs Environs Environs 1989 2000 Chagngg 1989 2000 ChangL Agriculture 17.1 % 2.5% -14.6% 18.2% 15.6% -2.6% Grassland 82.4 % 97.5 % +15.1 % 78.9% 78.5 % -0.4% Wooded 0.4% 0% -0.4% 0% 0% 0% Residential 0% 0% 0% 2.5% 5.3% +28% Water 0% 0% 0% 0.2% 0.4% +02% Muyingiseri CPA (Muyingiseri has no membership residential environs) Land Use Category CPA CPA CPA 1989 2000 ChangL Agriculture 0% 0% 0% Grassland 71.4% 64.6% -6.8% Wooded 28.5% 26.6% -1.9% Residential 0% 0% 0% Water 0.1 % 8.7% +8.6% Rondebosch CPA [and Use Category CPA CPA CPA Environs Environs Environs 1989 2000 Change 1989 2000 Chang; Agriculture 8.8% 3.4% -5.4% 23.8% 24.0% +0.2% Grassland 4.7% 0% -4.7% 23.8% 6.3% -17.5% Wooded 85.5% 94.7% +9.2% 49.2% 46.6% -2.6% Residential 0% 0% 0% 2.5% 20.6% +18.1% Water 0.8% 1.8% +1% 0.4% 2.3% +1 .9% Platklip Control Farm Land Use Category CF CF 2000 CF Environs Environs Environs 1989 Change 1988 21%!) e Agriculture 36.5% 37.4% +0.9% 59.1% 56.0% -3.1 % Grassland 56.8% 48.4% -8.4% 34.0% 35.7% +1 .7% Wooded 0% 0% 0% 0% 0% 0% Residential 65% 14.1 % +7 .6% 6.8% 8.2% +1 .4% * CF - Control Farm 128 The Mahlambandlovu CPA is the second largest CPA in area and the largest in terms of membership in the study group. As evidenced by Figure 6, the membership is spread across a large rural area to the west of the CPA. The CPA is located in the drier area of the province to the west of Pietersburg. Rainfall is significantly less than on the CPAs nearer the escarpment region. On the CPA itself, land use change consisted largely of extensification. In the northern area of the CPA, the pink area represents land that had previously been used as farmland and has since become grassland. A large area toward the center-east, represented in light green, indicates that some shift toward agriculture has occurred. However, examination of the satellite imagery (Figure 2) for 2000 and my records indicate that the shift was not into farming, but rather herding. Outside of the CPA, where the membership resides scattered among other non-members, intensification is evidenced just to the north of the CPA (represented by light green areas) while extensification can be seen to the south and southwest of the CPA. Noticeable expansion of settlements (rural townships) is shown in dark red and dark green. The overall pattern of change on the CPA itself, then, has been extensification. Although one area shows a change from grassland to agriculture, the change was not to farming, but rather herding cattle, which for this study is still considered an extensive activity. The Monyamane CPA is on the western side of the escarpment region and although in a relative rain-shadow still receives more rain than several of the other CPAs. As such, the Monyamane CPA has more wooded area. In several 129 parts of the CPA itself (Figure 11), wooded areas have been cleared to make way for grassland. The imagery does not provide any indication (i.e. fences, cattle paths) of the land being used for grazing cattle and at the time of field work in late 1999 and early 2000 I was told the areas were not specifically used for grazing cattle. A small residential area developed in the far northwest corner of one of the farms that is part of the CPA. Overall, very little intensive activity is occurring on the transferred farmland. This is not surprising given the rugged terrain of the redistributed farms. I found it exceedingly difficult to even access the majority of the farm other than on foot. Outside the CPA, several rural townships sprang up between 1988 and 2000 while others expanded in size. Most notably, and relevant to the CPA, are the two large settlements just to the northwest of the CPA represented by the letter "A” on Figure 11. These are the areas where the majority of the membership lives. It is important to note here that this is the only CPA where any of the membership moved in order to be nearer the farm itself. This project benefited the Magoeba people who were displaced from Magoebaskloof near Tzaneen. Since that time, they were forcibly removed from several locations and scattered throughout the area between Pietersburg, Duiwelskloof, and Tzaneen. This project had the effect of re-uniting about thirty of the dispersed community. Similar to the Mahlambandlovu CPA, extensification is widespread in the area off the CPA. Large areas of agricultural land have reverted to grassland or wooded land. Polygon ”B” in Figure 11 represents the farm land utilized by CPA 130 members in the adjacent townships. The land under cultivation has fluctuated, but not more or less than would be expected in a typical African farming system. According to interviews with the chief of the Magoeba people and evidenced in Figure 11, the areas to the southwest of the CPA have seen a reduction in the amount of land cultivated as people are seeking employment at nearby Pietersburg and the University of the North. Tucked deep in the escarpment, the area around the Rondebosch CPA has experienced a large growth in population since 1988. The dark green area in Figure 16 shows a dramatic increase in the amount of land area used for settlement. This representation is somewhat misleading, however, as it would indicate that no settlement existed in this area in 1988. In fact, the imagery from 1988 does show small areas of settlement. These areas are very small and nearly indistinguishable from the surrounding grassland in 1988, while in 2000 the area has clearly become residential. A great deal of change has occurred since 1988 in areas other than the actual redistributed farm. Surprisingly, given the clear increase in population, agriculture on the slopes of hills along the southern border of the study area has receded. In group discussions, this was attributed to a lack of labor and capital to clear fields. On the CPA farmland itself, extensification has occurred. Areas that were clearly used for agricultural in 1988 have reverted to thinly wooded areas. The membership of the CPA consistently complained about the lack of equipment, labor, and skills necessary to efficiently utilize the CPA farmland. The mean age 131 of the respondents on the CPA was 50-59 (nearly 50% of the membership was included in the sample of this CPA). An older population would certainly find it difficult to farm the land without the assistance of younger people. Of the CPAs in this study, the Muyingiseri Trust is the smallest in area. The Trust lies in the escarpment on the wetter east side near Tzaneen. The land redistributed was a sub-division of a much larger farm. Land use change here could be described as ”breathing” (Figure 21). Certain areas on the border between agricultural and wooded areas and between grassland and wooded areas have shifted, but no significant change in any given parcel of land has occurred. The center of the CPA was inundated with water from a small stream during the 2000 floods. The primary land use observed during my visit to the farm in early 2000 was tree crops and some small areas of maize and bean production. The control farm represents one of the best examples of a typical South African rural farming system. Some of the population still abides closely by the decisions of the chief while there is a considerable part of the population that does not, rather abiding by the Transitional Local Council. Tenure is also fractured between traditional, chief and tribal council - controlled land, land that is controlled by the Transitional Local Council, and freehold land. The latter category represents only a very small fraction of the land authority in the area and is nearer the town of Phokwane than the Platklip farm itself. 132 Land use change in the area, as on the Muyingiseri Trust, can be described as ”breathing”. Figure 6 shows that land use has been very stable. Few shifts have occurred and those that have are fluctuations on the border between the areas of cultivation and those of grassland. The only remarkable change has been in some expansion of settlement. 4.5 Social Driving Forces of Land Use Change 4.5.1 Land Use Patterns on the CPAs The original intention of this research was to document and explain patterns of land use change among farms that had been redistributed from white owners to black associations under the Department of Land Affairs Communal Property Association (CPA) program. The primary change was the transfer of the land from white to African owners and as such, it was expected that production would intensify due to pressure from the membership for access to the land. In all but one of the CPAs, agricultural production was reported to be less than before the transfer. The reasons ranged from lack of membership commitment to unclear division of authority between the chief and the CPA chairperson. The smallest CPA, in fact, was the most productive. CPAs range is size of membership based on the price of the farm the committee wishes to purchase. The larger and / or more potentially productive the farm, the more expensive it becomes. As a result, more individuals are needed to pool their grants to purchase the farm. 133 The Mahlambandlovu CPA has a membership of 396. The farm was used to raise approximately 500 cattle and 200 chickens. No farming had been undertaken. At Monyamane CPA, the land was used for farming and herding. This CPA, however, suffered from conflicts between the committee of the CPA and the traditional chief. The chief, for instance, led a meeting with the community to discuss my work on land use and livelihoods on CPAs. Normally, the chairperson of the committee would fill this role. It is the chief, not the chairperson, who makes land use decisions. As evidenced from this CPA, community level politics factor strongly in land use decisions. This represents one of the most pressing problems in rural South Africa overlapping claims to community authority. When explaining community level forces of land use change, it is impossible to make clear statements on the role of community authorities, as they themselves are overlapping and often in conflict. The smallest (and most productive) CPA visited had a membership of 40. This CPA, near Potgietersrus, had a small irrigation system and raised corn, beans, and melons. A higher proportion of farm members was regularly present on the farm. The chairperson of the CPA reported that he had fewer problems in getting fire membership to participate in farm activities than did the chairpersons of the larger farms. In fact, I was unable to examine fire social "driving” forces of land use change on fire CPAs themselves due to the fact that very little or no change had 134 occurred on these lands. No change means no driving forces. However, it also means firat there are forces hindering land use change. These forces will be discussed in detail in Chapter Six. 4.5.2 Land Use Patterns on the Control Farm The Plafidip control farm allowed for testing of hypotheses regarding fire role of traditional authority on land use and allocation. The Communal Property Associations have an elected chairperson and committee rather than a chief. As a result, CPAs tend toward greater democracy than under a traditional authority, alfirough the chieftancy should not be viewed as exclusively anti-democratic. When queried, only 49% of respondents said firat their chief instructed firem on where to farm. The traditional aufirority controls fewer land use and occupation decisions firan expected. The overwhelming majority of respondents noted that they have always farmed fire same fields (93%) and 39% have at some point let fireir land go fallow. The amount of land a household controls has been stable in fire period since 1990 as evidenced by the fact firat 86% of participants have neifirer gained nor lost land to others. 4.5.3 Perceptions of Change Participants’ perceptions of land use are rooted in a more complex system of societal and tenure arrangements. Lindblade (p.32 of firis document) highlighted fire importance of perceptions in land use change. Members of fire 135 Community Property Associations differed slighfiy from participants on fire control farm. When queried if farming (for one’s own consumption and trade) was still important to firem, 91% of CPA participants and 92% of the control group responded positively. However, far fewer (49% -CPA; 21 % -Control Farm) agreed wifir fire statement ”do you firink firat even if people can’t farm or don’t have fire money to farm firat firey should still have access to Ian ”. The primary reason for fire strong disagreement with this statement among bofir groups was firat firose wifirout money would have a difficult time raising fire necessary capital to undertake farming. Simply possessing of land does not explain fire widespread push for land reform and can be ruled out as a possible social driving force. I distinguish here between land hunger as fire desire for land regardless of what is fire intended use and land hunger firat assumes active use of fire land. It would be logical to expect that communities feel their land should be returned to firem regardless of how they would or would not use it since it was alienated from them (often brutally) under aparfireid. However, firese communities View land as a productive asset first and a social asset second. Simply put, land must be used. The social value of land (our ancestors lived here, we have relatives buried here) has been subsumed by fire production efiric. Under apartheid, subsistence farmers were often viewed as unproductive and irrefficient, firerefore, many rural people still fear firat ”unused” land might be taken from firem. The difference between the two groups stems from fire fact 136 firat many of fire CPA members have experienced acute landlessness and are more willing to grant access to firose in need. The importance of land for food production is highlighted by fire fact that fire majority of respondents in bofir groups noted firat fire primary reason they farm is to grow food for their own consumption (65%-CPA; 71%- Control Farm). Farming for income generation was a distant second (26%-CPA; 28%-Control Farm). Thus, subsistence farming can be considered a social driving force. Heritage and lineage are strong societal forces in African society. When queried, fire overwhelming majority of participants responded positively to fire statements ”do you firink it is important to farm because your ancestors farmed" (95% -CPA; 98%—Control Farm) and ”do you firink it is important to farm because not many young people are farming anymore” (93% -CPA; 98%-Control Farm). These strong cultural perceptions are likely drivers of change. Researchers often note that apartheid skewed fire system of land distribution, leaving Africans landless and unable to farm (Smifir, 1990). Accordingly, fire majority of respondents agreed with fire statement ”do you firink it is important to farm because the land was taken from people under aparfireid and it is now their right to farm” (90%-CPA; 97%-Control Farm). The return of land alienated under apartheid also drives change. People all over fire province wait for fireir land and plan how they will make use of it. 137 4.6 Summary The data needed to tell the story of CPAs in fire Northern Province has been presented in firis chapter. I have shown that demographically fire sample population included in fire interview schedule was similar to that in the official census. Marital status, income, age, and gender in fire study population were found to be typical of fire province. High levels of labor migration were found. The majority of respondents farm, but it was not found to be as important to income generation as ofirer activities. Just under half of CPA members have experienced food shortages, but report firis happening less since firey joined fire association. However, firey are more dependent on shops, indicating that shop- bought food has become a more important coping mechanism. In contrast, only 20% of inhabitants of fire control farm reported a food insecure situation since 1980, and in firis respect, are better off than their counterparts on fire CPAs. The level of dependence on shop-bought food as a coping strategy is exceptionally high (54%) and households in firis study are considered to be structurally dependent on shops. CPA members have a broader suite of coping mechanisms firan do fireir counterparts on the control farm. Other coping mechanisms are similar to firose found in the literature, but much fewer in number and scope to fire point that serious concerns are raised over fire ability of households to cope in extreme situations. 138 CPA members have a broader income strategy than inhabitants of fire control farm. The majority perceives no change in fireir income as compared to fire period before joining fire CPA.A remarkable dependence on entifiements was found on fire control farm while CPA members are actively engaged in petty commodity trade. Far fewer people on fire control farm raise catfie than do CPA members, largely do to differential access to land. Land use aufirority on fire control farm is typical of rural Soufir Africa wifir half subscribing to fire chief for instructions and fire ofirer half looking elsewhere for instructions on land use including firemselves and fire local authorities. Land use change was minimal on the CPA farms firemselves, but change was occurring in fire areas where association members reside just outside the officially transferred farmland. Land use change was negligible on fire control farm, representing a stable farming system (corroborated by fewer incidents of food shortage among residents). Regarding fire management of fire CPAs, general disorganization prevails on fire majority of CPAs. They are generally under or improperly capitalized, suffer from a lack of skilled farmers, do not obtain adequate extension, and membership participation is abysmal, at best. Women are far more likely to be poor firan men and are more willing to plant crops other than maize than men. Accordingly, men were more likely firan women to report that farming income gave firem most or some of fireir income. Given firat maize is also a primary cash-earning crop, firis is not surprising. 139 Joining fire CPA increased men’s ability to sell crops, while the opposite was true for women. Women were nearly twice as reliant on entifiements firan men. Given fire labor nrigration pattern firis is expected. Women had a far more difficult time accessing credit than men, leading to higher incidents of poverty. These findings will be utilized in fire next chapter to address fire research questions and in Chapter Six to tell fire story, albeit critically, of fire CPA land reform program and its impacts on livelihood and land use change. Iwill address issues raised at the end of the review of fire literature and challenge policy-makers on received wisdom regarding land reform and rural political economy in Soufir Africa. 140 ChapterJFive Discussion and Synthesis 5.1 Introduction I ended the review of fire literature with firree research questions that I will now take up having addressed fire data in the last chapter. I asked specifically: how do livelihood systems respond to a land reform change, such as firose affected in the Norfirern Province by fire national government? In short, is there any evidence firat land reform in fire Northern Province has resulted in more secure livelihoods? Second, are the social driving forces of land use change clearly evident in the satellite imagery? Third, did land reform in Soufir Africa result in fire intended land use change? The goal of firis chapter is to specifically address the research questions posed on page 67. In fire next chapter, I weave together fire findings presented here and the literature to construct a narrative on land and livelihoods. I will begin by examining the statistical evidence in order to judge fire impact of land reform on livelihoods and land use change. I will firen address fire issue of efficacy in satellite-assisted interpretation of land cover change and determine fire degree to which relationships can be gleaned from the imagery in dryland areas. Finally, I will challenge the general assumptions laid down by 141 Soufir African policy makers regarding fire intended effects of land reform versus reality. Data analysis provided findings on firree general fronts: 1) statistical findings derived from the interview data; 2) spatial findings derived from fire satellite and GIS data; 3) and findings derived from qualitative interview. The challenge of firis chapter is to weave the findings of these firree analyses togefirer in order to provide a meaningful story. Rather than provide a ”cut-and-dry” prove/ disprove or support/ reject discussion, I prefer here to tell fire story of land use change, land reform, and livelihood systems, using fire evidence presented in fire last chapter to support the main themes. What, then, are fire main findings? The data analysis of livelihood systems showed: 0 A relatively representative sample population (income, age, gender, marital status) 0 High levels of labor migration (34%), but not as high as in ofirer areas of Soufir Africa. 0 Most respondents farm, but derive litfie income from it, even though male CPA members sell more crops firan before joining fire association. 0 Just under half of CPA members have experienced food shortages, but report firis happening less since firey joined the association. However, firey are more dependent on shops, indicating that shop-bought food has become a more important coping mechanism. 142 OOnly 20% of inhabitants of fire control farm reported a food insecure situation since 1980, and in firis respect, are better off firan their counterparts on the CPAs where a similar percentage of respondents in a much shorter period (since 1996). o The level of dependence on shop-bought food as a coping strategy is exceptionally high (54%) and households in firis study are considered to be structurally dependent on shops. CPA members have a broader suite of coping mechanisms firan do fireir counterparts on fire control farm. 0 Ofirer coping mechanisms are similar to those found in fire literature, but much fewer in number and more limited in scope to the point that serious concerns are raised over the ability of households to cope in extreme situations. 0 CPA members have a broader income strategy firan inhabitants of the control farm. The majority perceives no change in their income as compared to fire period before joining the CPA. o A remarkable dependence on entifiements was found on fire control farm while CPA members are actively engaged in petty commodity trade. 0 Far fewer people on fire control farm raise catfie firan do CPA members, largely due to differential access to suitable grazing land. 0 Land use authority on fire control farm is typical of rural South Africa wifir half of fire population subscribing chiefly authority while fire ofirer 143 half adhere to ofirer sources of aufirority including firemselves and the local state agents. 0 Land use change was minimal on fire CPA farms firemselves, but change was occurring in fire areas where association members reside just outside fire officially transferred farmland. 0 Land use change was negligible on fire control farm, representing a stable farming system (corroborated by fewer incidents of food shortage among residents). 0 General disorganization prevails on fire majority of CPAs. o CPAs are generally under or improperly capitalized, suffer from a lack of skilled farmers, do not obtain adequate extension, and membership participation is poor, at best. 0 Women are far more likely to be poor firan are men. 0 Women are more willing to plant crops ofirer firan maize than are men. Accordingly, men were more likely than women to report firat farming gave firem most or some of their income. Given that maize is also a primary cash-earning crop, firis is not surprising. o Joining fire CPA increased men’s ability to sell crops, while fire opposite was true for women. 0 Women were nearly twice as reliant on entifiements firan men. Given fire labor migration pattern firis is expected. 0 Men have far more access to credit. 144 Significant relationships were presented in fire last chapter. What do firese relationships mean? Given firat the statistic used does not indicate directionality, I will interpret the relafionships based on qualitafive data and descriptive statistics. Table Six on page 90 summarizes fire main relationships. First, gender influenced several variables. Age and gender were related largely because fire population is generally older, but older women were even more pronounced firan one would expect in a random sample of fire total rural population. The principal of self-selection of CPA members and the clear state directives at gender equity explain firis relationship. Older women stated firat firey “had more time" to participate in such activity. Age and income are related and a review of the descriptive statistics indicated that the direction of fire relationship is expected. Older participants have fewer income options and tend to be poorer. Food security since joining fire CPA [CHGCPA] was shown to be related to gender. In fire summary of findings I noted that men were more able to sell fireir crops firan women do since joining fire CPA but had a narrower range of crops that firey farmed. Male reliance on a single crop, maize, has restricted fire options firey may pursue to strengthen their food security. Thus it is not surprising to see fire relationship. In firis instance I suggest firat fire relationship reflects fire fact firat men are more likely firan women to rely on shops. Women, by widening their crop options, are less likely to have to sell maize to fire shops for milling, for instance. In times of maize failure, women have ofirer crops on 145 which firey can rely. This is corroborated by fire statistical relationship between gender and change in fire amount of crops sold since joining fire CPA [CRPSELL]. Here fire explanation lies in the fact firat men sell fireir crops more often firan women do since joining fire CPA. Furfirer corroboration comes from fire fact firat a statistical relationship exists between instances of food shortage [EXPSOME] and gender. Women reported experiencing more food shortages firan men did. However, firis is understandable because men's ability to procure food at fire shops is related to fireir differential access to credit. In short, due to fire structural dependence of rural households on shop-bought food, women’s broader cropping options do not ensure their food security. Food security is ensured not by fire range of crops farmed rafirer it is access to credit at shops firat provides security. Statistical relationships of variables to age showed firat older people tended to be poorer on fire control farm. Most elderly people rely on pensions as fireir main source of income on fire control farm and tend to rely on hired labor for assistance in farming. Neither of firese relationships are surprising or lend much explanatory power to fire analysis of farming systems but rafirer confirm firat fire control farm is similar in these respects to other areas in rural Soufir Africa. Income had fire fewest statistical relationships in fire data set. Relationships were found only between income and age, income and fire hiring of labor [LABOR2], and income and time spent on various income generating activities [MOST]. As noted above older people tend to be poorer, and firose wifir more 146 income at fireir disposal are more likely to hire laborers. Income is affected by activities an individual pursues in order to garner an income. In firis instance, it is hypofiresized firat poorer individuals will rely on entifiements while wealfirier ones may pursue agriculture or be involved in paid labor. 5.2 Evaluation of the Impacts of CPAs on Member's Livelihoods One of fire key research questions centers on fire effect of a land reform event on livelihoods and land use change. Did fire introduction of the Communal Property Association land reform alter, stabilize, strengthen, weaken, or have no effect on livelihood systems and changes in land use? Some differences were found between CPAs and the control farm (see Table 8, page 104). To simplify firis discussion I refer to ”place” meaning whefirer a respondent was a member of fire CPA or fire Control Farm. Age was shown to have a relationship to place. This is largely due to fire fact firat people were more clustered into fewer of fire age cohorts on fire control farm. Coping mechanisms are also related to place. On fire control farm, coping mechanisms are focused on firose firat in some way relate to shop-bought food, such as saving money to buy food in shops, or purchasing food on credit from shops. CPA members generally have a broader suite of responses to food shortages, such as relying on neighbors and seeking income from petty commodity trade. Members of fire CPAs have experienced more shortages since joining fire CPA, firus would have developed 147 more coping mechanisms than people on fire control farm who have experienced fewer shortages. Farming is more prevalent on fire control farm than at CPAs ([PLACE] vs. [FARM]). This is not surprising given findings mentioned above regarding fire broader suite of income strategies pursued by members of CPAs and fire clear lack of land use change. Interestingly, fire level of income is related to place. However, no clear indication of directionality is indicated in the data. 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