Abstract
South Africa has one of the highest inequality levels in the world. In 1993, nearly half of the population were considered poor. These poverty and inequality levels were and still are a legacy of South Africa’s colonial and apartheid past. Since the end of apartheid, there has been a strong governmental effort to combat poverty and in this light a ‘social indicators movement’ has emerged. The aim of this article is to contribute to the South African social indicators research in three ways: Firstly, this article introduces ethnicity as a unit of analysis in the context of poverty and well-being. It is argued that racial categorisations are not justifiable and in the case of South Africa hide valuable insights. The results of an exploratory analysis suggest that ethnicity allows a more insightful analysis of poverty and well-being than race. Secondly, this article introduces a multiple correspondence analysis (MCA) in the context of subjective well-being research. Many studies regarding subjective well-being in South Africa use ordered probit regression models. It is argued here that these models are based on false assumptions and that a MCA can be seen as a suitable alternative since it constitutes an assumption free model. Lastly, the insights gained from the exploratory analysis are discussed. The MCA seems to show that subjective well-being can be regarded as an outcome measure. Furthermore, it is argued that there are cultural differences (between the ethnic groups) regarding subjective well-being. It seems that the ethnic groups in South Africa have different conceptions of well-being and that different factors influence their subjective well-being assessments.
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References
Aliber M. (2003). Chronic poverty in South Africa: Incidence, causes and policies. World Development 31: 473–490
Alkire S. (2002). Valuing Freedoms. Sen’s Capability Approach and Poverty Reduction. Oxford University Press, Oxford
Blackwood D. and Lynch R. (1993). The measurement of inequality and poverty: A policy maker’s guide to the literature. World Development 22: 567–578
Blasius J. (2002). Korrespondenzanalyse . Oldenburg, München
Biwas-Diener R. and Diener E. (2001). Making the best of a bad situation: Satisfaction in the slums of Calcutta. Social Indicators Research 55: 329–352
Boltvinik, J.: 1998, Poverty Measurement Methods, Poverty Reduction Series, UNDP/SEPEP, http://www.undp.org/poverty/publications/pov_red/Poverty_Measurement_Methods.pdf
Bookwalter J. and Dalenberg D. (2004). Subjective well-being and household factors in South Africa. Social Indicators Research 65: 333–353
Brown M. (2000). Religion and economic activity in the South Asian population. Ethnic and Racial Studies 23: 1035–1061
Bryman A. (2001). Social Research Methods . Oxford University Press, Oxford
Camfield, L.: 2003, Using Subjective Measures of Well-being in Developing Countries, Unpublished Working Paper, ESRC Research Group on Well-being in Developing Countries, University of Bath
Carter M. and May J. (1999). Poverty, livelihood and class in rural South Africa. World Development 27: 1–20
Clark D. (2002). Visions of Development. A Study of Human Values . Edward Elgar, Cheltenham
Clark, D. and D. Hulme: 2005, Towards A Unified Framework for Understanding the Depth, Breadth and Duration of Poverty. Global Poverty Research Group Working Paper Series, GPRG-WPS-020, University of Manchester and Oxford
Clark, D. and M.Qizilbash: 2005, Core Poverty, Basic Capabilities and Vagueness: An Application to the South African Context. Global Poverty Research Group Working Paper, University of Manchester and Oxford
Clausen S.E. (1998). Applied Correspondence Analysis. An Introduction, Series: Quantitative Applications in the Social Sciences . Sage, London
Coudouel, A., J. Hentschel and Q. Wodon: 2004, Poverty Measurement and Analysis, in PRSP Sourcebook: Core Techniques and Cross Cutting Issues, Volume 1:1–48, http://povlibrary.worldbank.org/files/5467_chap1.pdf
CPRC: 2004, The Chronic Poverty Report 2004–05, Chronic Poverty Research Centre, Institute for Development Policy and Management, University of Manchester
Daykin A. and Moffat P. (2002). Analyzing ordered responses: A review of the ordered probit model. Understanding Statistics 1: 157–166
(2002). Surveys in Social Research. Routledge, London
Diener E. and Lucas R.E. (1999). Personality and subjective well-being. In: Kahneman, D. and Schwarz, N. (eds) Well-being: The foundations of hedonic psychology, pp 213–229. Russel Sage Foundation, New York
Diener E. and Suh E.M. (2000). Measuring subjective well-being to compare the quality of life. In: Diner, E. and Suh, E.M. (eds) Culture and Subjective Well-being, pp 1–12. MIT Press, Cambridge
Diener E., Scollon C. and Lucas R. (2004). The evolving concept of subjective well-being: The␣multifaceted nature of happiness. Advances in Cell Aging and Gerontology 15: 187–219
Du Toit J. (1998). The Structure of the South African Economy, Southern Books. Halfway House, Johannesburg
Ferrer-I-Carbonell A. (2002). Subjective Questions to Measure Welfare and Well-being, Discussion Paper . Tinbergen Institute, Amsterdam
Glaser D. (2001). Politics and Society in South Africa: a critical introduction . Sage, London
Henrard K. (2002). Post apartheid south africa’s democratic transformation process: Redress of␣the past, reconciliation and “unity in diversity”. The Global Review of Ethnopolitics 1: 18–38
Hulme D. and Shepherd A. (2003). Conceptualizing chronic poverty. World Development 31(3): 403–423
Hulme, D., K. Moore and A. Shepherd: 2001, Chronic poverty: Meanings and analytical frameworks, Chronic Poverty Research Centre, Working Paper 2, Institute for Development Policy and Management, University of Manchester
Jesuit D. and Smeeding T. (2002). Poverty Levels in the Developed World, Luxembourg Income Study Working Papers No. 321 . Syracuse University, New York
Kajanoja J. (2002). Theoretical bases for the measurement of quality of life. In: Gullone, E. and Cummins, R. (eds) The Universality of Subjective Well-being Indicators. A Multi-disciplinary and Multi-national Perspective, Social Indicators Research Book Series, 16, pp 63–80. Kluwer Academic Publishers, Dordrecht
Khandker, S.: 2002, Poverty manual (World Bank, Washington), http://web.worldbank. org/WBSITE/EXTERNAL/WBI/WBIPROGRAMS/PGLP/0, contentMDK:20284296~menuPK: 461269~pagePK:64156158~piPK:64152884~theSitePK:461246,00.html
Kingdon, G. and J. Knight (2006), `Well-being poverty versus income poverty and capabilities poverty?' Journal of Development Studies, forthcoming
Klasen S. (1997). Poverty, inequality and deprivation in South Africa: An analysis of the 1993 SALDRU survey. Social Indicators Research 41: 51–94
Klasen S. (2002). Social economic and environmental limits for the newly enfranchised in South Africa?. Economic Development and Cultural Change 50: 607–42
Kohler U. and Kreuter F. (2001). Datenanalyse mit Stata: allgemeine Konzepte der Datenanalyse und ihre praktische Anwendung . Wissenschaftsverlag, München
Lester A., Nel E. and Binns T. (2000). South Africa. Past Present and Future. Gold at the End of the Rainbow? . Person Education Limited, London
Maré G. (2001). Race counts in contemporary South Africa: ‘An illusion of ordinariness. Transformation 47: 75–93
May J., Woolard I. and Klasen S. (2000). The nature and measurement of poverty and inequality. In: May, J. (eds) Poverty and Inequality in South Africa: Meeting the Challenge, pp 19–50. Zed Books, London
McGregor, J.A.: 2004, Researching Well-being: Communicating between the Needs of Policy Makers and the Needs of People, Paper for the International Workshop on Researching Well-being in Developing Countries, Hanse Institut for Advanced Studies, Bremen
Michalos A. (2003). Observations on Key National Performance Indicators. Mimeographed. University of Northern British Columbia, Prince George, Canada
Moll P. (2000). Discrimination is declining in South Africa but inequality is not. Journal of Studies in Economics and Econometrics 24: 91–108
Møller V. (1997). South Africa’s emergent “social indicators movement”. Social Indicators Research 41: 1–14
Olson G. and Schober B. (1993). The satisfied poor. Development of an intervention-oriented theoretical framework to explain satisfaction with a life in poverty. Social Indicators Research 28: 173–193
Ouweneel P. and Veenhoven R. (1991). Cross-national differences in happiness: Cultural bias or societal quality?. In: Bleichrodt, N. and Drenth, P. (eds) Contemporary Issues in Cross-cultural Psychology, pp 168–184. Swets and Zeitlinger, Amsterdam
PSLSD (1994), South Africans Rich and Poor: Baseline Statistics Southern Africa Labour and Development Research Unit, Cape Town
(1995). Key Indicators of Poverty in South Africa . RDP Office, Pretoria
Rojas M. (2003). The Multidimensionality of Poverty: A Subjective Well-Being Approach . WIDER Conference Paper, Helsinki
Ross R. (1999). A Concise History of South Africa . Cambridge University Press, Cambridge
Ruggeri Laderchi C., Saith R. and Stewart F. (2003). Does it matter that we do not agree on the definition of poverty? A Comparison of Four Approaches. Oxford Development Studies 31: 243–274
SAHDR: 2003. South Africa Human Development Report 2003. The Challenge of Sustainable Development: Unlocking People’s Creativity, UNDP South Africa, Oxford University Press, New York
SALDRU: 1997, Overview, http://www.worldbank.org/html/prdph/lsms/country/za94/docs/za94ovr.txt
Schyns P. (2002). Wealth of nations, individual income and life satisfaction in 42 countries: A multilevel approach. Social Indicators Research 60: 5–40
Seekings, J.: 2003, Social Stratification and Inequality in South Africa at the End of Apartheid, Working Paper 31, Centre for Social Science Research, University of Cape Town
Sen A. (1981). Poverty and Famines. An Essay on Entitlement and Deprivation . Clarendon Press, Oxford
Sen A. (1985). Commodities and Capabilities . Oxford University Press, Oxford
Sen A. (1987). On Ethics and Economics . Blackwell, Oxford
Sen A. (1990). Development as capability expansion. In: Griffin, K. and Knight, J. (eds) Human Development and the International Development Strategy for the 1990s, pp 41–58. Macmillan, London
Sen A. (1992). Inequality Re-examined. Oxford University Press, Oxford
Sen A. (1999). Development as Freedom. Oxford University Press, Oxford
Sen A. (2005). Human rights and capabilities. Journal of Human Development 6: 151–166
Stanfield J.H. (1993). Race and Ethnicity in Research Methods. Sage, London
(1990). Human Development Report 1990, Concept and Measurement of Human Development. Oxford University Press, New York
(1996). Human Development Report 1996, Economic Growth and Human Development. Oxford University Press, New York
(1997). Human Development Report 1997, Human Development to Eradicate Poverty. Oxford University Press, New York
van der Berg, S.: 2002, Education, Poverty and Inequality in South Africa, Paper to the Conference of the Centre for the Study of African Economies Economic growth and poverty in Africa, Oxford, pp. 1–26
Frijters P. and Ferrer-I-Carbonell A. (2003). The anatomy of subjective well-being. Journal of Economic Behavior & Organization 51: 29–49
Veenhoven R. (1991). Is happiness relative?. Social Indicators Research 24: 1–34
Veenhoven R. (2000). The four qualities of life: ordering concepts and measures of the good life. Journal of Happiness Studies 1: 1–39
Veenhoven, R.: 2004, Subjective Measures of Well-being, Discussion Paper No. 2004/07 (World Institute for Development Economics Research, United Nations University, Helsinki)
Wagle U. (2002). Rethinking poverty: Definition and measurement. International Social Science Journal 54: 155–165
World Bank: 2005, South Africa Country Brief, http://web.worldbank.org/WBSITE/ EXTERNAL/COUNTRIES/AFRICAEXT/SOUTHAFRICAEXTN/0,menuPK:368086∼ PagePK:141132 piPK:141107 theSitePK:368057,00.html
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This work is partly based on a Master thesis from 2004 at the Institute for Development Policy and Management at the University of Manchester. I am grateful for the intellectual guidance, the constant support and encouragement by Wendy Olsen and for the comments on earlier drafts from Peter Edward, David A. Clark and two anonymous reviewers.
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Neff, D.F. Subjective Well-Being, Poverty and Ethnicity in South Africa: Insights from an Exploratory Analysis. Soc Indic Res 80, 313–341 (2007). https://doi.org/10.1007/s11205-005-5920-x
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DOI: https://doi.org/10.1007/s11205-005-5920-x