An Empirical Analysis of the Determinants of poverty and household welfare in South Africa

Biyase, Mduduzi and Zwane, Talent (2017): An Empirical Analysis of the Determinants of poverty and household welfare in South Africa.

Abstract

The data used for our analysis is drawn from the first four waves of the National Income Dynamic Study to determine the factors that influence poverty and household welfare in South Africa. Contrary to most existing studies, which have applied ordinary least squares and probit/logit models on cross-sectional data, this analysis captures unobserved individual heterogeneity and endogeneity, both via fixed effect, and via a robust alternative based on random effect probit estimation. The results from fixed effect and random effect probit indicate that levels of education of the household head, some province dummies, race of the household head, dependency ratio, gender of the household head, employment status of the household head and marital status of the household head are statistically significant determinants of household welfare. Consistent with previous research, we also found that, compared to traditional rural areas (used as reference category), households living in urban and farms are less likely to be poverty stricken, which implies that rural areas (traditional rural areas) should continue to be a major focus of poverty alleviation efforts in South Africa.

• Item Type: MPRA Paper
• Language: English
• Keywords: fixed effect, random effect probit, poverty
• Subjects: I - Health, Education, and Welfare > I3 - Welfare, Well-Being, and Poverty > I31 - General Welfare, Well-Being

References

Achia, N. O. Wangombe, A. and Khadioli, N. (2010). A logistical regression model to identify key determinants of poverty using Demographic and Health Survey data. European Journal of Social Sciences, 13(1), pp. 38-45.

Adams, H. (2006). Remittances and poverty in Ghana, World Bank Policy Research Working Paper No. 3838.

Adams, R. (2004), Remittances and Poverty in Guatemala, World Bank Policy Research Working Paper No. 3418.

Afera, N. (2015). Determinants of Poverty in Rural Tigray:Ethiopia Evidence from Rural Households of Gulomekeda Wereda. Journal of Poverty, Investment and Development, 10, 95-102.

Akerele, D. and Adewuyi, A. (2011). Analysis of poverty profiles and socioeconomic determinants of welfare among urban households of Ekiti State, Nigeria. Current Research Journal of Social Sciences, 3(1), pp. 1–7.

Appleton, S. (1996). Women-headed households and household welfare: An empirical deconstruction for Uganda. World Development, 24(12), pp. 1811-1827.

Ayalneh B, Konrad H and Benedikt K (2005). Determinants of poverty in rural Ethiopia. Quarterly Journal of International Agriculture, 44(2), pp. 101-120.

Barrett, C.B. and B.M. Swallow. (2006). Fractal Poverty Traps. World Development 34(1), pp. 1-18.

Barros, R. Fox, L. and Mendonca, R. (1997). Female-headed households, poverty, and the welfare of children in urban Brazil. Economic Development and Cultural Change, 45(2), pp. 231-257.

Baulch, B. McCulloch, N. (1998). Being Poor and Becoming Poor: Poverty Status and Poverty Transition in the Rural Pakistan. Institute of Development Studies Working Series. University of Sussex.

Bigsten, A. Bereket, K. Abebe, S. and Mekonnen, T. (2003). Growth and poverty reduction in Ethiopia: Evidence from household panel surveys. World Development, 31(1), 87–106.

Blaauw, D. and Pretorius, A. (2012). The determinants of subjective well-being in South Africa – An exploratory enquiry. Journal of Economic and Financial Sciences 6(1), 179–94.

Booysen, F. (2002). An overview and evaluation of composite indices of development. Social Indicators Research, 59, pp. 115-151.

Booysen, F. Burger, R. Maltitz, M. and Rand, G. (2008). Using asset index to assess trends in poverty in seven Sub-Saharan African countries. World Development, 36(6), pp. 1113-1130.

Buvinic, M. and Gupta, G. (1997). Female-headed households and female maintained families: are they worth targeting to reduce poverty in developing countries? Economic Development and Cultural Change, 45 (2), 259-280.

Cortinovis, I. Vela, V. and Ndiku J. (1993). Construction of a socio-economic index to facilitate analysis of health in data in developing countries. Social Science and Medicine 36: 1087–97.

Dartanto, T. and Nurkholi, C. (2013). The determinants of poverty dynamics in Indonesia: evidence from panel data. Bulletin of Indonesian Economic Studies, 49, pp. 61-84.

Datt, G. and Jolliffe, D. (2005). Poverty in Egypt: Modelling and simulation. Economic Development and Cultural Change, 53(2), 327–346.

Edoumiekumo, S. Karimo, T. and Tombofa, S. (2013), Determinants of Households’ poverty and Vulnerability in Bayelsa State of Nigeria. International Journal of Humanities and Social Science Invention, 2 (12), pp. 14 – 23.

Fabiyi, Y. Adetunji, M. and Ayanwola, J. (2008). The Incidence and Severity of Poverty among Small-scale Farmers in Ogbomoso Area of Oyo State. International Journal of Agricultural Economics & Rural Development, 1 (2), pp. 108-114.

Fagernas, S. and Wallace, L. (2007). Determinants of poverty in Sierra Leone, 2003 (ESAU Working Paper No. 19). London, England: Overseas Development Institute.

Farah, N. (2015). Impact of household and demographic characteristics on poverty in Bangladesh: a logistical regression analysis. 2015 Award for excellence in student research and creative activity. Paper 3.

Fields, P. Cichello, S. Freije, M. Menendez, D and Newhouse, S. (2003). For richer or for poorer: evidence from Indonesia, South Africa, Spain and Venezuela. Journal of Economic Inequality 1.

Geda, A. Jong, N. De Kimenyi, M. S. and Mwabu, G. (2005). Determinants of poverty in Kenya: A household level analysis (Working Paper No. 2005-44). Storrs, CT: University of Connecticut, Department of Economics Working Paper Series.

Glewwe, P. (1991). Investigating the Determinants of Household Welfare in the Cote d’Ivoire. Journal of Development Economics 35, pp. 307–38.

Gounder, N. (2013). Correlates of poverty in Fiji: An analysis of individual, household and community factors related to poverty. International Journal of Social Economics, 40(10), pp. 923–938.

Grootaert, C. (1997). The Determinants of poverty in Cote d’ivoire in the 1980s. J. Afr. Econ., 6: 169-196.

Habyarimana, F. Zewotir, T. and Ramroop, S. (2015). Determinants of poverty of households: semi parametric analysis of Demographic and Health survey data from Rwanda. Journal of Economics and Behavioral Studies, 7(3), pp. 4755.

Haddad, L., and Ahmed, A. (2003). Chronic and transitory poverty: Evidence from Egypt. 1997–99. World Development, 31(1), pp. 71–85.

Herrera, J. (1999). Ajuste econo´mico, desigualdad y movilidad, in: R. Webb & M. Ventocilla (Eds) Pobreza y economı´a social. Ana´lisis de una encuesta (ENNIV-1997), pp. 101–142 (Lima: USAID, Instituto Cuanto, UNICEF).

Igbalajobi, O. Fatuase, A. and Ajibefun, I. (2013). Determinants of Poverty Incidence among Rural Farmers in Ondo State, Nigeria.� American Journal of Rural Development 1(5), pp. 131-137.

Jansen, A. Moses, M. Mujuta, S. and Yu, D. (2015). Measurements and determinants of multifaceted poverty in South Africa. Development Southern Africa, 32(2), pp. 151 –169

Julie, L. and Thomas. M. (2008). Poverty in Kagera, Tanzania: Characteristics, Causes and Constraints�. PRUS Working Paper no. 42, Poverty Research Unit, UK.

Kabubo-Mariara, J. (2002). Labour Force Participation in Kenya. African Journal of Economic Policy, 9(2)

Kedir, B. and McKay, A. (2005) Cronic Poverty in Urban Ethiopia: Panel Data Evidence. International Planning Studies, 10 (1), pp. 49-67.

Khaufelo R. Lekobane and Tebogo B. Seleka (2017) Determinants of Household Welfare and Poverty in Botswana, 2002/2003 and 2009/2010. Journal of Poverty, 21:1, pp. 42-60.

Kimsum, T. (2012). Analysing Chronic Poverty in Rural Cambodia: Evidence from Panel Data. CDRI Working Paper Series No. 66

Lanjouw, P. and Ravallion, M. (1995), “Poverty and household size�, The Economic Journal, Vol. 105, pp. 1415-1434.

Lekobane, R. and Seleka, B. (2017). Determinants of Household Welfare and Poverty in Botswana, 2002/2003 and 2009/2010, Journal of Poverty, 21(1), pp. 42-60.

Lipton, M. and Ravallion, M. (1995). Poverty and policy. In Bechrman and Srinivasan (Eds.), Handbook of development economics vol. III b. Amsterdam: Elsevier.

Litchfield, J. and McGregor, T. (2008). Poverty in Kagera, Tanzania: Characteristics, causes and constraints (PRUS Working Paper No.42). Brighton, England: University of Sussex.

Malik, S. (1996). Determinants of rural poverty in Pakistan: A micro study. Pakistan Development Review, 35(2), pp. 171–187.

McKenzie, D. (2005). Measuring inequality with assets indicators. Journal of Population Economics, 18, pp. 229-260.

Mok, T. Y. Gan, C. and Sanyal, A. (2007). The determinants of urban household poverty in Malaysia. Journal of Social Sciences, 3(4), pp. 190–196.

Mukherjee, S. and Benson, T. (2003). The determinants of poverty in Malawi, 1998. World Development, 31(2), pp. 339–358.

Nicholas, M. Baulch, B. and Epprecht, M. (2006). Poverty and inequality in Vietnam: Spatial patterns and geographic determinants. IFPRI Research report 148.

Quartey, P. and Blankson, T. (2004). Do Migrant Remittances Minimize the Impact of Macro-Volatility on the Poor in Ghana? Final report submitted to the Global Development Network (GDN).

Sahn, D. and Stifel, D. (2003). Exploring Alternative Measures of Welfare in the Absence of Expenditure Data’, Review of Income and Wealth, 49/4: 463-489.

Sahn, D. E. and Stifel, D. (2000). Exploring alternative measures of welfare in the absence of expenditure data. Review of income and wealth, 49, pp. 463-489.

Sekhampu, T. S. (2013). Determinants of poverty in South African township. Journal of Social Sciences, 34(2), pp. 145–153.

Serumaga-Zake, P. and Naude, W. (2002). The determinants of rural and urban poverty in the North West Province of South Africa. Development Southern Africa, 19(4), 561–572.

Shete, M. (2010). Magnitude and determinants of rural poverty in Zeghe Peninsula, Ethiopia. Journal of Poverty, 14, pp. 308-328

Vyass, S. and Kumaranayake, L. (2006). Constructing socioeconomic status indexes: how to use principal component analysis. Health Policy and Planning, 21(6), pp. 459- 468.

Widyanti, W. Suryahadi, A. Sumarto, S. Athia Yumna, A. (2009). The Relationship between chronic poverty and household dynamics: Evidence from Indonesia. SMERU Working Paper Series.

Woolard, I. and Klasen, S. (2005). Determinants of Income Mobility and Household Poverty Dynamics in South Africa, IZA Discussion Paper Series, No 1030, Institute for the Study of Labour, Bonn.

World Bank. (1991) Indonesia. Strategy for a sustained reduction in poverty, World Bank, Washington DC, 1991.

Xhafaj, E. and Nurja, I. (2013). The principal components analysis and cluster analysis as tools for the estimation of poverty, an Albanian Case Study. International Journal of Science and Research, 6 (14), pp. 1240-1243.