The contribution of income components to income inequality in the rural former homelands of South Africa: a decomposable Gini analysis

Households in developing countries adopt livelihood strategiesthat often rely on income from a diversity of sources. Froma policy perspective it becomes important to understand therelative importance of income sources in driving inter-householdinequality and poverty. Recent theoretical advances allow forthe decomposition of the Gini coefficient by income componentsand for an assessment of the impact of changes in income componentson the Gini coefficient. This paper applies such a techniqueto South African data for the rural former 'homeland' areas.In doing so, the paper extends existing knowledge of South Africanincome inequality. Particular attention is paid to integratingthe decomposition work into debates about rural developmentpolicy in South Africa.     

An integration of the livelihoods and asset-based community development approaches: A South African case study

This study provides an integrated framework and practice model of the sustainable livelihoods (SL) and the asset-based community development (ABCD) approaches. A household survey of a rural village in South Africa is used as a basis of analysis to demonstrate the application of the integrated approach. The results elucidate the vulnerability of the people and a range of inter-locking and multi-dimensional factors contributing to poverty in the community. The results also show people's assets, capabilities and activities which enable them to cope and survive despite constraints and shortcomings. It was found that the integrated SL/ABCD framework is a useful framework to understand the strengths of a vulnerable community in order to plan and implement sustainable community development strategies.     

Food poverty,hunger and household production in rural Eastern Cape households

More than two decades since the advent of democracy in South Africa, the place of small-scale agriculture in rural development, poverty alleviation and food security remains ambiguous and highly contested. However, there is now some new evidence that official income poverty estimates in South Africa may be underestimating the contribution of rural, land-based livelihoods when measuring household well-being. This paper aims to explore this possibility further by identifying how household production activities are associated with improved food security among rural Eastern Cape households in the former homelands. The analysis is based on data from Statistics South Africa’s 2008/9 Living Conditions Survey and its annual General Household Surveys. In adopting a food poverty lens, the findings suggest that hunger levels are lower among farming households in the Eastern Cape even though a higher percentage of these households (relative to non-farming households) live below the national food poverty line. The paper concludes by discussing some implications for policy.     

The determinants of rural and urban household poverty in the North West province of South Africa

Based on standard poverty measures, the extent of poverty in the North West province is on average worse than in South Africa. For instance, the poverty gap ratio for North West is twice that of the South African average, and the FGT index is three times as high. This article therefore aims to identify the determinants of rural and urban poverty in the North West province of South Africa. Using data gathered from a survey of 593 black households across the province, probit model estimates suggest that the major significant determinants of household poverty in both rural and urban areas are education and household size. A difference between rural and urban poverty is, first, that extra female adults in a rural household raise the probability of poverty. Secondly, having a migrant (out) worker as head of the household in rural areas lowers the probability of poverty, while this does not apply to urban households. A sensitivity analysis for the robustness of the results over a range of poverty lines reveals that the impact of education is much stronger for poorer households than for more wealthy households.     

HIV/AIDS AND POVERTY IN SOUTH AFRICA: A BAYESIAN ESTIMATION OF SELECTION MODELS WITH CORRELATED FIXED‐EFFECTS

In this paper, we estimate the causal impact of human immunodeficiency virus/acquired immune deficiency syndrome (HIV/AIDS) on monetary poverty using a panel database from South Africa. We treat endogeneity and selection problems associated with HIV/AIDS by a selection model that includes correlated fixed effects both in the level and in the participation equations, which are estimated simultaneously via original Bayesian methods. We model the consequences of the illness on both labour income and income transfers, and disentangle between urban and rural households. While no significant impact of HIV/AIDS on labour income is found because of households' recomposition, we find a substantial fall in received transfers among rural population and a dramatic increase in chronic poverty.     

Non-monetary dimensions of well-being in South Africa, 1993–2004: A post-apartheid dividend?

Existing studies on shifts in income welfare in South Africa since the demise of apartheid suggest that income inequality increased, while headcount poverty rates declined since 2000, after some evidence of an increase or no change in poverty in the 1995–2000 and 1996–2001 periods. This study provides an analysis of the shifts in non-income welfare that have occurred in South Africa between 1993 and 2004. We use factor analysis to construct an asset index as a measure of non-income-based welfare. Variables reflecting household access to a range of services and assets are used in the construction of the index. Significantly different results emerge when non-income welfare shifts are considered: we show statistically significant decreases in the headcount asset poverty rates between 1993 and 2004 across a range of covariates. Finally, asset inequality decreased significantly between 1993 and 2004 – in stark contrast to results based on consumption data.     

Node selection for the Integrated Sustainable Rural Development Programme in South Africa

Various programmes and strategies in South Africa aim to reduce poverty. The Integrated Sustainable Rural Development Programme (ISRDP) is a sustained campaign against rural poverty and underdevelopment, implemented in 13 nodes selected on account of their poverty, lack of infrastructure and capacity, and provincial representivity. Using a hierarchy of development regions, data from the 2001 Census and a core-periphery model, this paper evaluates the location of the 13 nodes to determine whether the municipalities in these nodes have high levels of poverty and are in need of development. The findings are that although most of these municipalities have high poverty levels, the nodes also include municipalities with relatively high levels of development. There are also 17 municipalities in South Africa with very low levels of development that are not included as nodes in the ISRDP. Policy-makers need to take cognisance of the macro pattern of spatial economic development.     

Analysing post-apartheid poverty trends by geo-type, 1997–2012: The understated role of urbanisation and social grants

This article investigates poverty trends in post-apartheid South Africa with an explicit focus on differences between rural and urban areas. Using nationally representative household survey data from 1997–2012, I first describe changes in population characteristics and household access to different income sources and services, by urban–rural geo-type. Income data are then used to generate poverty statistics, which cast light on divergent trends in rural and urban areas. Next, I employ a poverty decomposition method to further explore some potential reasons why the poverty trends in rural and urban areas have differed. Data from the Afrobarometer are then used to probe how subjective non-monetary welfare has changed over time across geo-types. The evidence from all surveys suggests that the dramatic increase in access to services and social grants in rural areas has played a vital role in poverty reduction.     

Agricultural reconstruction in a consumer society: The Mboza Village project 1

While this paper draws upon research conducted in northern Natal, it has general relevance for rural development debates in South Africa today. The authors argue that it is imperative that agricultural development be located within the context of socio‐economic factors that prescribe relations of consumption and development of labour supply. Agricultural performance and the potential for agricultural development should be assessed within the context of the interrelationship between different spheres of economic exchange as well as the differential management of risk within a narrow range of marginal economic options. Serious attention should be given to the structural causes of rural poverty and the high social and economic costs associated with rural life in South Africa. Such issues are not necessarily addressed in attempts to increase rural productivity through reforming indigenous land tenure systems.     

Dualism or underdevelopment in South Africa: what does a quantitative assessment of poverty,inequality and employment reveal?

Debate over the nature of South African society has continued through the first decade of democratic government, including the question of a ‘First’ and a ‘Second’ economy. This paper focuses on the numbers and characteristics of those who might fit into the ‘Second’. The data examined suggest that both poverty and inequality have increased in South Africa since 1993, while also suggesting the presence of poverty traps that may hinder mobility and prevent individuals getting ahead despite the dramatic economic and political reforms since 1994. We estimate that some 6.2 million could be described as belonging to the ‘Second’ economy. However, we argue that there is more to the relationship between those who are marginalised and those who are benefiting from South Africa's achievement than a dualistic and disarticulated ‘First’ and ‘Second’ economy. Linkages of inclusion and exclusion determine the size, characteristics and future of the two economies.     

The role of land-based strategies in rural livelihoods: The contribution of arable production,animal husbandry and natural resource harvesting in communal areas in South Africa

The majority of South Africa's rural population resides in the former homelands. Although cash from urban and government sources is the mainstay of the rural economy in many areas, the multiple and diverse livelihood base of rural households is not widely recognised. This diversity includes the land-based strategies of arable farming, livestock husbandry and consumption and trade in natural resources. This article examines recent and emerging literature from a livelihood perspective in terms of the role and value of each of these three land-based livelihood sectors. We conclude that the contribution of land-based activities to rural livelihoods is important in both financial and social terms, and is probably greater than previously appreciated within the whole gamut of livelihood strategies adopted by rural households, including transfers from formal employment and state pensions. We examine the policy implications of this for land and agrarian reform in South Africa.     

REGIONAL VARIATION IN LIVELIHOOD STRATEGIES IN MALAWI

We identified livelihood strategies at the household level as a function of assets held using survey data from Malawi. We only included endowments that we expected to be predetermined. As expected, land, household size, age and primary education are important determinants of livelihood strategies. It also turned out to be significant regional variation in livelihood strategies, with more diversification in the southern region, and with regional variation in the role of ethnic and religious identity as determinants of livelihood strategies. In particular, we found that households from the Chewa community have more livelihood opportunities in the south, where they are in a minority.     

Development policy and water services in South Africa: an urban poverty perspective

This paper explores the impact of overall macroeconomic development policy on water service delivery policy and urban poverty in South Africa. It scrutinises ambiguous definitions of ‘urban’ in the literature, which tend to obscure the extent of urban poverty in this country. This is crucial given that a large proportion of the urban poor live in informal settlements, which are sometimes lumped with rural areas. Informal settlements are generally characterised by limited essential services such as housing, water supply, storm-water facilities and sanitation services. Water services, like other social services, retain the racial imprint of apartheid. Consequently, water policy in South Africa attempts to address water issues from an equity perspective. By analysing the effects of the tariff subpolicy within the water policy, the paper recommends that free basic water should be made available only to poor households.     

Population policy in South Africa: a critical perspective

The argument in this article is that population growth and the concept of balancing resources against population growth is flawed when the context, in this case South Africa, is gross inequalities in resource distribution. The fact is that causes of poverty are located in the social and political structures which give people unequal access to existing resources or international aid. Population trends reflect the mode of production of that society. It is argued that the Malthusian law of population and the theory of demographic transition is ahistorical and inaccurate. The theory does not explain why population growth rates change. In South Africa, fertility reflects lack of control over one's life and poverty. Migrant labor in South Africa undermined normal social institutions and disrupted family life. Government has emphasized a fear of a future population crisis because of resource shortages and a fear of the growing black population. The South African population development program is extracted and discussed. Questions are raised about the theory of demographic transition, the way resource allocation is ascertained, the relationship between resources and population in a specific area, and the relationship between population growth and development in general. The theory of demographic transition is examined and the Western influences which contributed to population growth through requests for changes in sexual mores and the effects of colonization. When demographic transition theory postulates that mortality rates decline with industrialization as a result of access to medical care and an improved diet, it doesn't take into account the discriminatory health care allocation under apartheid, or the displacement of rural people from their land and undermining of the rural peasantry. Separate development has led to inferior schooling and lack of access to skilled employment. In discussing the availability of resources in South Africa, the question is raised as to whether there is an absolute limit to water, or whether water management or water conservation is at issue, as in the case example of the Transkei. What is economical reflects political decisions about national priorities when consideration is given to alternative strategies for increasing the water supply, or solving pollution problems. The potential to feed South Africans is substantiated, and the problems of maldistribution identified. In establishing the balance between family planning and development, the Population Development Program (PDP) expresses contradictory aims; i.e., seeking community involvement of a politically disenfranchised population. The concept of overpopulation and the application of population control programs in South Africa does not address the problems of poverty and powerlessness.     

Rural poverty in the Eastern Cape Province: Legacy of apartheid or consequence of contemporary segregationism?

Poverty in South Africa in general has not declined since 1994, and it is particularly severe in the former Bantustans. This paper discusses two important issues related to rural poverty in the Eastern Cape Province. It questions the applicability of the notion of legacy to explain recent trends in rural poverty and constructs an argument that explains these trends in relation to post-1994 segregationism. It argues that the notion of legacy is not useful in explaining why rural poverty remains entrenched, long after 1994. Rural poverty today cannot be explained as something left behind after the end of apartheid, because its causes and drivers are the same now in 2012 as they were in 1970. The continuity between the pre- and post-1994 periods is best described by exploring and understanding post-1994 policy decisions and power configurations as an expression of contemporary segregationism.     

Public assets and services delivery in South Africa: Is it really a success?

Poverty alleviation remains a pressing concern for South African policy-makers. Implementing effective anti-poverty policies requires a clear understanding of the nature and extent of poverty. The extant literature on South African poverty dynamics shows a decline in the headcount ratio over the first decade of the twenty-first century. However, the prior research largely adopts a narrow money-metric approach, or uses multi-dimensional indices that include welfare indicators based on private assets (e.g. television sets) or those that are provided publicly (e.g. access to water). This paper uses multiple correspondence analysis to measure non-income poverty trends for the period 2005–12. The novelty in this undertaking lies in an attempt to include a measure of the perceived quality of public assets and services to complement the standard indices. This provides some measure of ‘success’ of public service delivery, accounting for both changes in access and quality.     

Poverty in South Africa – a statistical analysis

Poverty is one of the major challenges facing democratic South Africa. This article focuses on poverty in South Africa, using the Income and Expenditure Survey conducted in 1995 by Statistics South Africa (formerly the Central Statistical Service). In the first part, different approaches that can be followed in the measurement of poverty are discussed. In the second part, Sen's approach to the measurement of poverty and the Chi-square Automatic Interaction Detection (CHAID) technique have been used to analyse the above data. CHAID is used to explore the relationship between the poverty status of the household (ie poor or non-poor) and other household characteristics. These variables can then be used as predictors of poverty status.     

The impact of tourism on poverty in South Africa

This paper evaluates the potential impact of tourism on poverty in South Africa on the basis of recent survey data on international tourism spending patterns. It looks at three scenarios, using an applied general equilibrium model. The main finding is that the poor benefit very little in the short term from additional tourism income. A further finding is that domestic and international tourist expenditure affect the economy differently; both markets are therefore important. In essence, the research confirms that tourism receipts can be used as a tool to alleviate poverty, but in South Africa this must be supported by policies that focus on the labour market and human resource development.     

An analysis of the determinants of labour force participation and unemployment in South Africa's North-West province

This article uses a probit model to estimate the determinants of labour force participation and unemployment in South Africa's North-West province. Data from three surveys are used, namely the 1993 Saldru survey, the 1995 CSS (now Statistics SA) survey and a survey conducted in 1997 by the authors. It finds that gender, location (rural or urban), education level, and family structure and relations are significant determinants of unemployment in the province. Because the North-West is a rural province, the results are indicative of the unemployment challenges in South Africa's rural areas. Thus, unless job creation initiatives have a specific rural and gender (female) bias, rural unemployment in South Africa may not be significantly reduced.     

What we have learnt from post-1994 innovations in pro-poor service delivery in South Africa: a case study-based analysis

Service delivery is vital for alleviating poverty in South Africa. This paper contributes to the dialogue on how to maximise the impact of pro-poor service delivery by considering evidence from a wide selection of case studies to distinguish the successes and failures of post-1994 pro-poor service delivery. Case evidence brings to light four important points: that decentralisation and participation can reinforce historical distributions of privilege; that community ownership is neither a necessary nor a sufficient condition for effective service delivery to individuals in rural communities; that when managed well private outsourcing can benefit the poor; and that the abolition of user fees is often not the best way to ensure access to basic services. The paper cautions against overly ambitious and idealistic policy making. When a policy fails because of its lack of flexibility or its disregard for the constraints of the implementation context, this failure should be attributed to short-sighted policy making and not to implementation failure.