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Women Left Behind? Poverty and Headship in Africa

Abstract

Two stylized facts about poverty in Africa motivate this article: female-headed households tend to be poorer, and poverty has been falling in the aggregate since the 1990s. These facts raise two questions. First, how have female-headed households fared? Second, what role have they played in Africa’s impressive recent aggregate growth and poverty reduction? Using data covering the entire region, we reexamine the current prevalence and characteristics of female-headed households and ask whether their prevalence has been rising, what factors have been associated with such changes since the mid-1990s, and whether poverty has fallen equiproportionately for male- and female-headed households. Lower female headship is associated with higher gross domestic product. However, other subtle transformations occurring across Africa—changes in marriage behavior, family formation, health, and education—are positively related to female headship, resulting in a growing share of female-headed households. This shift has been happening alongside declining aggregate poverty incidence. However, rather than being left behind, female-headed households have generally seen faster poverty reduction. As a whole, this group has contributed substantially to the reduction in poverty despite their smaller share in the population.

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Notes

  1. Begun with the seminal paper by Buvinic et al. (1978).

  2. Posel and Rogan (2012) explored the issue for South Africa for 1997–2006.

  3. Regressions using the DHS-based alternatives give similar results.

  4. At the time of writing, it was unclear what the equivalent poverty line would be when using the newly released 2011 PPP. However, different PPPs do not affect comparisons within country, the focus here.

  5. We adjust the poverty line to $2.80/day (equivalent to $1.25 when switching to the square root scale) using a pivot point of N = 5 (Ravallion 2015).

  6. Comparability was defined based on the consumption module and survey design: same survey months, similar survey design, diary/recall consistency, and national representativeness.

  7. Similar FHH prevalence rates are obtained using the consumption surveys.

  8. The wealth index is a composite measure of a household’s living standards generated using principal components analysis using data on the ownership of assets and amenities. It places households on a continuous scale of relative wealth and into wealth quintiles.

  9. Table S1.2 in Online Resource 1 provides the list of countries by macro region. The sample is restricted to the 26 countries with at least two surveys and uses the earliest and latest years (52 surveys total).

  10. Chad (1996–2004), Congo (2005–2011), and Lesotho (2004–2009) have fewer years between surveys than other countries (Table S1.2, Online Resource 1).

  11. When we run the model with country fixed effects, we observe two main findings. First, conditional on all controls, only years of education and age at first marriage retain a significant association with the dependent variable. We conclude that, as expected, the fixed-effects estimator has little power for identifying the effect of variables that vary more across than within countries over time. Second, the trend remains significant and unaccounted for by the regressors. Thus, although the fixed effects pick up omitted factors and explain within-country variance, this is insufficient to account for changes over time and is not the result of the dropped observations: the trend remains fully explained by the OLS run without the eight countries.

  12. Online Resource 1 provides data definitions and sources.

  13. Our findings are not inconsistent with evidence that higher education and age at first marriage are associated with lower divorce prevalence (Clark and Brauner-Otto 2015). These and other factors may simultaneously reduce divorce rates but put upward pressure on the formation of FHHs through other processes, such as fewer remarriages following a dissolution.

  14. Computed using the REGO command in STATA (Huettner and Sunder 2012). REGO decomposes the R 2 into the contribution of the regressors into Shapley (for individual regressors) or Owen values (for within-group regressors). We restrict the decomposition to Shapley values.

  15. Logging the changes and plotting the proportional changes gives a similar picture.

  16. This is a type of decomposition proposed by Ravallion and Huppi (1991).

  17. The corresponding decomposition is not presented because it provides little additional information given the small group sizes.

  18. The number of country spells is sometimes lower because of missing marital status for some countries.

  19. See Online Resource 1, Fig. S2.2.

References

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

    Article  Google Scholar 

  • Arias, E., & Palloni, A. (1999). Prevalence and patterns of female headed households in Latin America: 1970–1990. Journal of Comparative Family Studies, 30, 257–279.

    Google Scholar 

  • Ayad, M., Barrere, B., & Otto, J. (1997). Demographic and socioeconomic characteristics of households (DHS Comparative Studies No. 26). Calverton, MD: Macro International Inc.

  • Beegle, K., Christiaensen, L. U. C., Dabalen, A., & Gaddis, I. (2016). Poverty in a rising Africa. Washington, DC: World Bank.

    Book  Google Scholar 

  • Bongaarts, J. (2001). Household size and composition in the developing world in the 1990s. Population Studies, 55, 263–279.

    Article  Google Scholar 

  • Buvinic, M., Das Gupta, M., Casabonne, U., & Verwimp, P. (2013). Violent conflict and gender inequality: An overview. World Bank Research Observer, 28, 110–138.

  • Buvinic, M., & Rao 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, 259–280.

    Article  Google Scholar 

  • Buvinic, M., Youssef, N. H., & Von Elm, B. (1978). Women-headed households: The ignored factor in development planning. Washington DC: International Center for Research on Women.

    Google Scholar 

  • Chant, S. (1997). Women-headed households. Diversity and dynamics in the developing world. Basingstoke, UK: Palgrave Macmillan, Houndmills.

  • Chant, S. (2008). Dangerous equations? How female-headed households became the poorest of the poor: Causes, consequences and cautions. In J. Momsen (Ed.), Gender and development: Critical concepts in development studies (pp. 397–409). London, UK: Routledge.

  • Chen, S., & Ravallion, M. (2013). More relatively poor people in a less absolutely poor world. Review of Income and Wealth, 59, 1–28.

    Article  Google Scholar 

  • Clark, S., & Brauner-Otto, S. (2015). Divorce in sub-Saharan Africa: Are unions becoming less stable? Population and Development Review, 41, 583–605.

    Article  Google Scholar 

  • Clark, S., & Hamplová, D. (2013). Single motherhood and child mortality in sub-Saharan Africa: A life course perspective. Demography, 50, 1521–1549.

    Article  Google Scholar 

  • de Walque, D., & Kline, R. (2012). The association between remarriage and HIV infection in 13 sub-Saharan African countries. Studies in Family Planning, 43, 1–10.

    Article  Google Scholar 

  • Drèze, J., & Srinivasan, P. V. (1997). Widowhood and poverty in rural India: Some differences from Household Survey Data. Journal of Development Economics, 54, 217–234.

    Article  Google Scholar 

  • Haddad, L., Pena, C., Nishida, C., Quisumbing, A., & Slack, A. (1996). Food security and nutrition implications of intrahousehold bias: A review of literature (FCND Discussion Paper No. 19). Washington, DC: International Food Policy Research Institute.

  • Handa, S. (1994). Gender, headship and intra-household resource allocation. World Development, 22, 1535–1547.

    Article  Google Scholar 

  • Horrell, S., & Krishnan, P. (2007). Poverty and productivity in female-headed households in Zimbabwe. Journal of Development Studies, 43, 1351–1380.

    Article  Google Scholar 

  • Huettner, F., & Sunder, M. (2012, September). REGO: Stata module for decomposing goodness of fit according to Owen and Shapley values. Paper presented at the United Kingdom Stata Users’ Group Meeting, Leipzig, Germany.

  • ICF International. (2012). Demographic and Health Survey interviewer’s manual (MEASURE DHS Basic Documentation No. 2). Calverton, MD: ICF International.

  • Jensen, R., & Thornton, R. (2003). Early female marriage in the developing world. Gender and Development, 11(2), 9–19.

    Article  Google Scholar 

  • Joshi, S. (2005). Female-headed-households in rural Bangladesh: Incidence, determinants and impact on children’s work and schooling (Center Working Paper No. 894). New Haven, CT: Yale University Economic Growth Center.

  • Kennedy, E., & Haddad, L. (1994). Are pre-schoolers from female-headed households less malnourished? A comparative analysis of results from Ghana and Kenya. Journal of Development Studies, 30, 680–695.

    Article  Google Scholar 

  • Klasen, S., Lechtenfeld, T., & Povel, F. (2015). A feminization of vulnerability? Female headship, poverty and vulnerability in Thailand and Vietnam. World Development, 71, 36–53.

    Article  Google Scholar 

  • Lambert, S., van de Walle, D., & Villar, P. (2017). Marital trajectories and women’s well-being in Senegal. Paris, France: Paris School of Economics.

  • Lampietti, J., & Stalker, L. (2000). Consumption expenditure and female poverty: A review of the evidence (Policy Research Report on Gender and Development Working Paper Series No. 11). New York, NY: World Bank.

  • Lardoux, S., & van de Walle, E. (2003). Polygyny and fertility in rural Senegal. Population, 58, 807–836.

    Article  Google Scholar 

  • Lloyd, C., & Blanc, A. (1996). Children’s schooling in sub-Saharan Africa: The role of fathers, mothers and others. Population and Development Review, 22, 265–298.

    Article  Google Scholar 

  • Lloyd, C., & Gage-Brandon, A. (1993). Women’s role in maintaining households: Family welfare and sexual inequality in Ghana. Population Studies, 47, 115–131.

    Article  Google Scholar 

  • Louat, F., van der Gaag, J., & Grosh, M. E. (1993). Welfare implications of female headship in Jamaican households (LSMS Working Paper No. 96). Washington, DC: World Bank.

  • Mensch, B., Singh, S., & Casterline, J. (2005). Trends in the timing of first marriage among men and women in the developing world (Population Council Working Paper No. 202). New York, NY: Population Council.

  • Moghadam, V. M. (2005). The “feminization of poverty” and women’s human rights (SHS Paper in Women’s Studies/Gender Research No. 2). Paris, France: UNESCO.

  • Munshi, K., & Rosenzweig, M. (2006). Traditional institutions meet the modern world: Caste, gender, and schooling choice in a globalizing economy. American Economic Review, 96, 1225–1252.

  • Posel, D. (2001). Who are the heads of household, what do they do, and is the concept of headship useful? An analysis of headship in South Africa. Development Southern Africa, 18, 651–670.

    Article  Google Scholar 

  • Posel, D., & Rogan, M. (2012). Gendered trends in poverty in the post-apartheid period, 1997–2006. Development Southern Africa, 29, 97–113.

    Article  Google Scholar 

  • Quisumbing, A., Haddad, L., & Pena, C. (2001). Are women overrepresented among the poor? An analysis of poverty in ten developing countries. Journal of Development Economics, 66, 225–269.

    Article  Google Scholar 

  • Ravallion, M. (2015). On testing the scale sensitivity of poverty measures. Economics Letters, 137, 88–90.

    Article  Google Scholar 

  • Ravallion, M., Chen, S., & Sangraula, P. (2009). Dollar a day revisited. World Bank Economic Review, 23, 163–184.

  • Ravallion, M., & Huppi, M. (1991). Measuring changes in poverty: A methodological case study of Indonesia during an adjustment period. World Bank Economic Review, 5, 57–82.

    Article  Google Scholar 

  • Rosenhouse, S. (1989). Identifying the poor: Is headship a useful concept? (Living Standards Measurement Study Working Paper No. 58). Washington, DC: World Bank.

  • Tabutin, D., Schoumaker, B., & Rabenoro, M. (2004). The demography of sub-Saharan Africa from the 1950s to the 2000s. Population, 59, 521–622.

    Google Scholar 

  • UNAIDS, UNFPA, & UNIFEM. (2004). Women and HIV/AIDS: Confronting the crisis. Geneva, Switzerland: UNAIDS.

    Google Scholar 

  • van de Walle, D. (2013). Lasting welfare effects of widowhood in Mali. World Development, 51, 1–19.

    Article  Google Scholar 

  • Varley, A. (1996). Women heading households: Some more equal than others? World Development, 24, 505–520.

    Article  Google Scholar 

  • World Bank. (2012). ASPIRE: The atlas of social protection—Indicators of resilience and equity. Washington DC: World Bank. Retrieved from http://datatopics.worldbank.org/aspire/about_aspire

    Book  Google Scholar 

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Acknowledgments

The authors are grateful to Elena Bardasi, Mayra Buvinic, Luc Christiaensen, Louise Grogan, Sylvie Lambert, Martin Ravallion, Adam Wagstaff, the journal’s three referees, and seminar participants at the World Bank, the University of Fribourg, Switzerland, and the 2015 ECINEQ Conference for useful comments. They also thank the World Bank Research Support Budget for its funding support. These are the views of the authors and need not reflect those of the World Bank and its affiliated organizations.

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Correspondence to Dominique van de Walle.

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Milazzo, A., van de Walle, D. Women Left Behind? Poverty and Headship in Africa. Demography 54, 1119–1145 (2017). https://doi.org/10.1007/s13524-017-0561-7

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Keywords

  • Female-headed households
  • Poverty
  • Sub-Saharan Africa
  • Population and demographic change