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Multidimensional Poverty in Kenya: Analysis of Maternal and Child Wellbeing

Author

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  • Jane Kabubo-Mariara
  • Anthony Wambugu
  • Susan Musau

Abstract

This paper generates multidimensional poverty profiles for women and children over a ten-year period from 1993 to 2003.Data from the national Demographic and Health Survey are used to improve measurement of poverty in Kenya in four ways: First, the paper constructs a composite wealth index (CWI). Second, it applies the Alkire and Foster (2007) approach to the measurement of multidimensional poverty based on the CWI and health status. Third, stochastic dominance approaches are used to make poverty orderings across groups. Fourth, the probability of being poor in assets, health or both is explored using a bivariate probit model. The results show that the distribution of poor women and children differs across groups, space and time. We also find that the CWI and residence in a rural area respectively contribute more to multidimensional poverty than health and residence in an urban area. The results further suggest that understanding the correlates of wellbeing in a multidimensional context can generate policy insights for improving human capital investments.

Suggested Citation

  • Jane Kabubo-Mariara & Anthony Wambugu & Susan Musau, 2011. "Multidimensional Poverty in Kenya: Analysis of Maternal and Child Wellbeing," Working Papers PMMA 2011-12, PEP-PMMA.
  • Handle: RePEc:lvl:pmmacr:2011-12
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    References listed on IDEAS

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    1. Yélé Batana, 2013. "Multidimensional Measurement of Poverty Among Women in Sub-Saharan Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(2), pages 337-362, June.
    2. Atkinson, A B, 1987. "On the Measurement of Poverty," Econometrica, Econometric Society, vol. 55(4), pages 749-764, July.
    3. Alkire, Sabina & Foster, James, 2011. "Counting and multidimensional poverty measurement," Journal of Public Economics, Elsevier, vol. 95(7), pages 476-487.
    4. Sahn, David E. & Stifel, David C., 2000. "Poverty Comparisons Over Time and Across Countries in Africa," World Development, Elsevier, vol. 28(12), pages 2123-2155, December.
    5. David E. Sahn & Stephen D. Younger, 2006. "Changes in Inequality and Poverty in Latin America: Looking Beyond Income to Health and Education," Journal of Applied Economics, Taylor & Francis Journals, vol. 9(2), pages 215-233, November.
    6. François Bourguignon & Satya R. Chakravarty, 2019. "The Measurement of Multidimensional Poverty," Themes in Economics, in: Satya R. Chakravarty (ed.), Poverty, Social Exclusion and Stochastic Dominance, pages 83-107, Springer.
    7. Joseph Deutsch & Jacques Silber, 2005. "Measuring Multidimensional Poverty: An Empirical Comparison Of Various Approaches," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 51(1), pages 145-174, March.
    8. Jean-Yves Duclos & David Sahn & Stephen D. Younger, 2006. "Robust Multidimensional Poverty Comparisons with Discrete Indicators of Well-being," Cahiers de recherche 0628, CIRPEE.
    9. Diego Battiston & Guillermo Cruces & Luis Lopez-Calva & Maria Lugo & Maria Santos, 2013. "Income and Beyond: Multidimensional Poverty in Six Latin American Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(2), pages 291-314, June.
    10. Koen Decancq & María Ana Lugo, 2013. "Weights in Multidimensional Indices of Wellbeing: An Overview," Econometric Reviews, Taylor & Francis Journals, vol. 32(1), pages 7-34, January.
    11. Yélé Maweki Batana & Jean-Yves Duclos, 2010. "Comparing Multidimensional Poverty with Qualitative Indicators of Well-Being," Cahiers de recherche 1004, CIRPEE.
    12. David E. Sahn & David Stifel, 2003. "Exploring Alternative Measures of Welfare in the Absence of Expenditure Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 49(4), pages 463-489, December.
    13. Filmer, Deon*Pritchett, Lant, 1998. "Estimating wealth effects without expenditure data - or tears : with an application to educational enrollments in states of India," Policy Research Working Paper Series 1994, The World Bank.
    14. David E. Sahn & Stephen D. Younger, 2006. "Changes in inequality and poverty in Latin America: Looking beyond income to health and education," Journal of Applied Economics, Universidad del CEMA, vol. 9, pages 215-234, November.
    15. Jean Bosco Ki & Salimata Faye & Bocar Faye, 2005. "Multidimensional Poverty in Senegal: a Non-monetary Basic Needs Approach," Working Papers PMMA 2005-05, PEP-PMMA.
    16. Frikkie Booysen & Ronelle Burger & Gideon Du Rand & Michael von Maltitz & Servaas Van der Berg, 2007. "Trends in Poverty and Inequality in Seven African Countries," Working Papers PMMA 2007-06, PEP-PMMA.
    17. David E. Sahn & David C. Stifel, 2002. "Robust Comparisons of Malnutrition in Developing Countries," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(3), pages 716-735.
    18. Louis-Marie Asselin, 2009. "Analysis of Multidimensional Poverty," Economic Studies in Inequality, Social Exclusion, and Well-Being, Springer, edition 1, number 978-1-4419-0843-8, Fall.
    19. Sen, Amartya K, 1976. "Poverty: An Ordinal Approach to Measurement," Econometrica, Econometric Society, vol. 44(2), pages 219-231, March.
    20. Aloysius Mom Njong, Paul Ningaye, 2008. "Characterizing Weights in the Measurement of Multidimensional Poverty: An Application of Data-Driven Approaches to Cameroonian Data," OPHI Working Papers 21, Queen Elizabeth House, University of Oxford.
    21. Jean-Yves Duclos & Abdelkrim Araar, 2006. "Poverty and Equity," Economic Studies in Inequality, Social Exclusion, and Well-Being, Springer, number 978-0-387-33318-2, Fall.
    22. Kai-yuen Tsui, 2002. "Multidimensional poverty indices," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 19(1), pages 69-93.
    23. Jean-Yves Duclos & David Sahn & Stephen D. Younger, 2006. "Robust Multidimensional Spatial Poverty Comparisons in Ghana, Madagascar, and Uganda," The World Bank Economic Review, World Bank, vol. 20(1), pages 91-113.
    24. Yele Batana, 2008. "Multidimensional Measurement of Poverty in Sub-Saharan Africa," OPHI Working Papers 13, Queen Elizabeth House, University of Oxford.
    25. A. Atkinson, 2003. "Multidimensional Deprivation: Contrasting Social Welfare and Counting Approaches," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 1(1), pages 51-65, April.
    26. Bibi, Sami, 2005. "Measuring Poverty in a Multidimensional Perspective: a Review of Literature," Working Papers PMMA 2005-07, PEP-PMMA.
    27. Maria Emma Santos, Karma Ura, 2008. "Multidimensional Poverty in Bhutan: Estimates and Policy Implications," OPHI Working Papers 14, Queen Elizabeth House, University of Oxford.
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    Cited by:

    1. Sabina Alkire & Bouba Housseini, 2014. "Multidimensional Poverty in Sub-Saharan Africa: Levels and Trends," OPHI Working Papers 81, Queen Elizabeth House, University of Oxford.
    2. N. P. Ravindra Deyshappriya & Simon Feeny, 2021. "Weighting the Dimensions of the Multidimensional Poverty Index: Findings from Sri Lanka," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 156(1), pages 1-19, July.
    3. Vivien Kana Zeumo & Blaise Some & Alexis Tsoukiàs, 2011. "A survey on Multidimensional Poverty Measurement: a Decision Aiding Perspective," Working Papers hal-00875525, HAL.
    4. William M. Fonta & Sylvain F. Nkwenkeu & Mukesh Lath & Amelie Hollebecque & Boukari Ouedraogo & Seidi Sirajo, 2019. "Multidimensional Poverty Assessment among Adolescent Children in the Mouhoun Region of Burkina Faso, West Africa," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 12(4), pages 1287-1318, August.
    5. Byegon, Isaiah Kiprono & Kabubo-Mariara, Jane & Wambugu, Anthony, 2021. "Incidence, Depth and Severity of Multiple Child Deprivations in Kenya," African Journal of Economic Review, African Journal of Economic Review, vol. 9(1), January.

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    More about this item

    Keywords

    Multidimensional poverty; composite wealth indicator; child health; stochastic dominance; Kenya;
    All these keywords.

    JEL classification:

    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being
    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty

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