[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/75976.html
   My bibliography  Save this paper

Contextual Effects of Education on Poverty in Malawi

Author

Listed:
  • Mussa, Richard
Abstract
The paper uses Malawian data from the Third Integrated Household Survey to investigate the presence and pattern of contextual effects of community level education on household poverty. These contextual effects reflect the presence of education externalities at the community level. I use an adaptation of the Hausman-Taylor estimator for hierchical models which controls for level-2 endogeneity of community schooling. The results show that regardless of gender, there is a significant positive effect of community level education on household welfare in rural and urban areas which is over and above that arising from education within the household. These externalities of community level education are larger for females than males. The paper finds that the return to within household education is smaller in magnitude than the community level externality of education. These findings are robust to alternative definitions of schooling and level of aggregation. The paper also finds that in both rural and urban areas, least educated households enjoy significantly larger benefits from increases in female and male years of schooling at the community level than the most educated households. This means that community level schooling not only spillovers to the rest of the community membership in terms of improved living standards, but also the positive education spillovers on household welfare are equality-inducing.

Suggested Citation

  • Mussa, Richard, 2017. "Contextual Effects of Education on Poverty in Malawi," MPRA Paper 75976, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:75976
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/75976/1/MPRA_paper_75976.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    2. Arndt, Channing & McKay, Andy & Tarp, Finn (ed.), 2016. "Growth and Poverty in Sub-Saharan Africa," OUP Catalogue, Oxford University Press, number 9780198744795.
    3. Peter Ebbes & Ulf Böckenholt & Michel Wedel, 2004. "Regressor and random‐effects dependencies in multilevel models," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 58(2), pages 161-178, May.
    4. Pauw, Karl & Beck, Ulrik & Mussa, Richard, 2014. "Did rapid smallholder-led agricultural growth fail to reduce rural poverty? Making sense of Malawi's poverty puzzle," WIDER Working Paper Series 123, World Institute for Development Economic Research (UNU-WIDER).
    5. J. Behrman & T.N. Srinivasan (ed.), 1995. "Handbook of Development Economics," Handbook of Development Economics, Elsevier, edition 1, volume 3, number 3.
    6. Guillermo Cruces & Quentin Wodon, 2007. "Risk-adjusted poverty in Argentina: measurement and determinants," Journal of Development Studies, Taylor & Francis Journals, vol. 43(7), pages 1189-1214.
    7. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    8. Mussa, Richard, 2009. "Impact of fertility on objective and subjective poverty in Malawi," MPRA Paper 16089, University Library of Munich, Germany.
    9. Karl Pauw & Ulrik Beck & Richard Mussa, 2014. "Did Rapid Smallholder-Led Agricultural Growth Fail to Reduce Rural Poverty?: Making Sense of Malawi's Poverty Puzzle," WIDER Working Paper Series wp-2014-123, World Institute for Development Economic Research (UNU-WIDER).
    10. Sophia Rabe-Hesketh & Anders Skrondal, 2012. "Multilevel and Longitudinal Modeling Using Stata, 3rd Edition," Stata Press books, StataCorp LP, edition 3, number mimus2, March.
    11. Robert Eastwood & Michael Lipton, 1999. "The impact of changes in human fertility on poverty," Journal of Development Studies, Taylor & Francis Journals, vol. 36(1), pages 1-30.
    12. Datt, Gaurav & Jolliffe, Dean, 2005. "Poverty in Egypt: Modeling and Policy Simulations," Economic Development and Cultural Change, University of Chicago Press, vol. 53(2), pages 327-346, January.
    13. J. Behrman & T.N. Srinivasan (ed.), 1995. "Handbook of Development Economics," Handbook of Development Economics, Elsevier, edition 1, volume 3, number 4.
    14. Mukherjee, Sanjukta & Benson, Todd, 2003. "The Determinants of Poverty in Malawi, 1998," World Development, Elsevier, vol. 31(2), pages 339-358, February.
    15. Eddy van Doorslaer & Xander Koolman, 2004. "Explaining the differences in income‐related health inequalities across European countries," Health Economics, John Wiley & Sons, Ltd., vol. 13(7), pages 609-628, July.
    16. Sharada Weir & John Knight, 2007. "Production Externalities of Education: Evidence from Rural Ethiopia," Journal of African Economies, Centre for the Study of African Economies, vol. 16(1), pages 134-165, January.
    17. Basu, Kaushik & Foster, James E, 1998. "On Measuring Literacy," Economic Journal, Royal Economic Society, vol. 108(451), pages 1733-1749, November.
    18. Lipton, Michael & Ravallion, Martin, 1995. "Poverty and policy," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 41, pages 2551-2657, Elsevier.
    19. Bruno ARPINO & Roberta VARRIALE, 2010. "Assessing The Quality Of Institutions’ Rankings Obtained Through Multilevel Linear Regression Models," Journal of Applied Economic Sciences, Spiru Haret University, Faculty of Financial Management and Accounting Craiova, vol. 5(1(11)_Spr), pages 7-22.
    20. M. N. Asadullah & S. Rahman, 2009. "Farm productivity and efficiency in rural Bangladesh: the role of education revisited," Applied Economics, Taylor & Francis Journals, vol. 41(1), pages 17-33.
    21. Adam Wagstaff & Eddy van Doorslaer, 2003. "Catastrophe and impoverishment in paying for health care: with applications to Vietnam 1993–1998," Health Economics, John Wiley & Sons, Ltd., vol. 12(11), pages 921-933, November.
    22. Lanjouw, Peter & Ravallion, Martin, 1995. "Poverty and Household Size," Economic Journal, Royal Economic Society, vol. 105(433), pages 1415-1434, November.
    23. Richard Mussa, 2015. "The Effects of Educational Externalities on Maize Production in Rural Malawi," Oxford Development Studies, Taylor & Francis Journals, vol. 43(4), pages 508-532, December.
    24. World Bank, 2013. "Malawi Public Expenditure Review," World Bank Publications - Reports 20586, The World Bank Group.
    25. Chirwa, Ephraim & Dorward, Andrew, 2013. "Agricultural Input Subsidies: The Recent Malawi Experience," OUP Catalogue, Oxford University Press, number 9780199683529.
    26. Verduzco-Gallo, à ñigo & Ecker, Olivier & Pauw, Karl, 2014. "Changes in food and nutrition security in Malawi: Analysis of recent survey evidence," MaSSP working papers 6, International Food Policy Research Institute (IFPRI).
    27. Cohen, Deborah A. & Finch, Brian K. & Bower, Aimee & Sastry, Narayan, 2006. "Collective efficacy and obesity: The potential influence of social factors on health," Social Science & Medicine, Elsevier, vol. 62(3), pages 769-778, February.
    28. John Knight & Sharada Weir & Tassew Woldehanna, 2003. "The role of education in facilitating risk-taking and innovation in agriculture," Journal of Development Studies, Taylor & Francis Journals, vol. 39(6), pages 1-22.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mussa, Richard, 2017. "Poverty in Malawi: Policy Analysis with Distributional Changes," MPRA Paper 75980, University Library of Munich, Germany.
    2. Mussa, Richard, 2017. "Poverty and Inequality in Malawi: Trends, Prospects, and Policy Simulations," MPRA Paper 75979, University Library of Munich, Germany.
    3. Mussa, Richard, 2015. "A regression based model of average exit time from poverty with application to Malawi," MPRA Paper 65204, University Library of Munich, Germany.
    4. Mussa, Richard, 2015. "A joint analysis of correlates of poverty intensity, incidence, and gap with application to Malawi," MPRA Paper 65205, University Library of Munich, Germany.
    5. Garza-Rodriguez, Jorge, 2016. "The determinants of poverty in the Mexican states of the US-Mexico border," MPRA Paper 71523, University Library of Munich, Germany.
    6. Andersson, Magnus & Engvall, Anders & Kokko, Ari, 2006. "Determinants Of Poverty In Lao Pdr," EIJS Working Paper Series 223, Stockholm School of Economics, The European Institute of Japanese Studies.
    7. Mussa, Richard, 2014. "Externalities of Education on Efficiency and Production Uncertainty of Maize in Rural Malawi," MPRA Paper 54628, University Library of Munich, Germany.
    8. Garza-Rodriguez, Jorge, 2016. "Los determinantes de la pobreza en los estados mexicanos en la frontera con Estados Unidos [The determinants of poverty in the Mexican states of the US–Mexico border]," MPRA Paper 71526, University Library of Munich, Germany.
    9. Mussa, Richard, 2017. "Long-term Effects of Early Life Maize Yield on Maize Productivity and Efficiency in Rural Malawi," MPRA Paper 75975, University Library of Munich, Germany.
    10. Griffin Mulula & Hannah M Dunga & Steven Henry Dunga, 2017. "The Effect of Farm Input Subsidy Program on Food Poverty Dynamics in Malawi," Journal of Economics and Behavioral Studies, AMH International, vol. 9(2), pages 131-142.
    11. Jalan, Jyotsna & Ravallion, Martin, 1999. "Are the poor less well insured? Evidence on vulnerability to income risk in rural China," Journal of Development Economics, Elsevier, vol. 58(1), pages 61-81, February.
    12. Ulrik Beck & Karl Pauw & Richard Mussa, 2015. "Methods matter: The sensitivity of Malawian poverty estimates to definitions, data, and assumptions," WIDER Working Paper Series wp-2015-126, World Institute for Development Economic Research (UNU-WIDER).
    13. Mduduzi Biyase & Talent Zwane, 2018. "An Empirical Analysis Of The Determinants Of Poverty And Household Welfare In South Africa," Journal of Developing Areas, Tennessee State University, College of Business, vol. 52(1), pages 115-130, January-M.
    14. Ulrik Beck & Karl Pauw & Richard Mussa, 2015. "Methods matter: The sensitivity of Malawian poverty estimates to definitions,data, and assumptions," WIDER Working Paper Series 126, World Institute for Development Economic Research (UNU-WIDER).
    15. Londoño, Juan Luis & Székely, Miguel, 1997. "Persistent Poverty and Excess Inequality: Latin America, 1970-1995," IDB Publications (Working Papers) 6092, Inter-American Development Bank.
    16. Temple, Jonathan & Ying, Huikang, 2014. "Life During Structural Transformation," CEPR Discussion Papers 10297, C.E.P.R. Discussion Papers.
    17. Jalan, Jyotsna & Ravallion, Martin, 1998. "Are there dynamic gains from a poor-area development program?," Journal of Public Economics, Elsevier, vol. 67(1), pages 65-85, January.
    18. Stuart, Sheila, 2014. "Situation of unpaid work and gender in the Caribbean: The measurement of unpaid work through time-use studies," Studies and Perspectives – ECLAC Subregional Headquarters for The Caribbean 36619, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    19. Stephan Klasen, 2008. "Poverty, undernutrition, and child mortality: Some inter-regional puzzles and their implicationsfor research and policy," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 6(1), pages 89-115, March.
    20. Paul Mosley & Robert Holzmann & Steen Jorgensen, 1999. "Social protection as social risk management: conceptual underpinnings for the social protection sector strategy paper," Journal of International Development, John Wiley & Sons, Ltd., vol. 11(7), pages 1005-1027.

    More about this item

    Keywords

    Contextual effects; externalities; Malawi;
    All these keywords.

    JEL classification:

    • I3 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty
    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:75976. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.