IDEAS home Printed from https://ideas.repec.org/p/rff/dpaper/dp-14-05-efd.html
   My bibliography  Save this paper

Poverty Persistence and Intra-Household Heterogeneity in Occupations: Some Evidence from Ethiopia

Author

Listed:
  • Alem, Yonas

Abstract

Previous studies of poverty in developing countries have to a great extent focused on the characteristics of the household head and used these as proxies for the underlying ability of the household to generate income. This paper uses five rounds of panel data to investigate the persistence of poverty in urban Ethiopia with a particular focus on the role of intra-household heterogeneity in occupations. Dynamic probit and system GMM regression results suggest that international remittances and labor market status of non-head household members are important determinants of households' poverty status. Results also show that controlling for these variables and the initial conditions problem encountered in non-linear dynamic probit models reduces the magnitude of estimated poverty persistence significantly for urban Ethiopia. These findings have important implications for identifying the poor and formulating effective poverty reduction and targeting strategies.

Suggested Citation

  • Alem, Yonas, 2014. "Poverty Persistence and Intra-Household Heterogeneity in Occupations: Some Evidence from Ethiopia," RFF Working Paper Series dp-14-05-efd, Resources for the Future.
  • Handle: RePEc:rff:dpaper:dp-14-05-efd
    as

    Download full text from publisher

    File URL: http://www.rff.org/RFF/documents/EfD-DP-14-05.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mary Jo Bane & David T. Ellwood, 1986. "Slipping into and out of Poverty: The Dynamics of Spells," Journal of Human Resources, University of Wisconsin Press, vol. 21(1), pages 1-23.
    2. Giles, John & Murtazashvili, Irina, 2010. "A control function approach to estimating dynamic probit models with endogenous regressors, with an application to the study of poverty persistence in China," Policy Research Working Paper Series 5400, The World Bank.
    3. Duncan, Greg J & Gustafsson, Bjorn & Hauser, Richard & Schmauss, Gunther & Messinger, Hans & Muffels, Ruud & Nolan, Brian, 1993. "Poverty Dynamics in Eight Countries," Journal of Population Economics, Springer;European Society for Population Economics, vol. 6(3), pages 215-234.
    4. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    5. Bigsten, Arne & Kebede, Bereket & Shimeles, Abebe & Taddesse, Mekonnen, 2003. "Growth and Poverty Reduction in Ethiopia: Evidence from Household Panel Surveys," World Development, Elsevier, vol. 31(1), pages 87-106, January.
    6. Stefan Dercon & John Hoddinott & Tassew Woldehanna, 2005. "Shocks and Consumption in 15 Ethiopian Villages, 1999--2004," Journal of African Economies, Centre for the Study of African Economies, vol. 14(4), pages 559-585, December.
    7. Stefan Dercon, 0. "Fate and Fear: Risk and Its Consequences in Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 17(suppl_2), pages -127.
    8. Tesfaye Alemayehu Gebremedhin & Stephen Whelan, 2008. "Prices and Poverty in Urban Ethiopia 1," Journal of African Economies, Centre for the Study of African Economies, vol. 17(1), pages 1-33, January.
    9. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    10. Martin Biewen, 2009. "Measuring state dependence in individual poverty histories when there is feedback to employment status and household composition," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(7), pages 1095-1116, November.
    11. Dercon, Stefan, 2004. "Growth and shocks: evidence from rural Ethiopia," Journal of Development Economics, Elsevier, vol. 74(2), pages 309-329, August.
    12. Bigsten, Arne & Shimeles, Abebe, 2008. "Poverty Transition and Persistence in Ethiopia: 1994-2004," World Development, Elsevier, vol. 36(9), pages 1559-1584, September.
    13. Kathleen Beegle & Joachim De Weerdt & Stefan Dercon, 2008. "Adult Mortality and Consumption Growth in the Age of HIV/AIDS," Economic Development and Cultural Change, University of Chicago Press, vol. 56(2), pages 299-326, January.
    14. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    15. Ravallion, Martin, 1996. "Issues in Measuring and Modelling Poverty," Economic Journal, Royal Economic Society, vol. 106(438), pages 1328-1343, September.
    16. Stefan Dercon & Pramila Krishnan, 1998. "Changes in Poverty in Rural Ethiopia 1989-1995: Measurement, Robustness Tests and Decomposition," Working Papers of Department of Economics, Leuven ces9819, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
    17. Lorenzo Cappellari & Stephen P. Jemkins, 2002. "Who Stays Poor? Who Becomes Poor? Evidence from the British Household Panel Survey," Economic Journal, Royal Economic Society, vol. 112(478), pages 60-67, March.
    18. Wiji Arulampalam & Mark B. Stewart, 2009. "Simplified Implementation of the Heckman Estimator of the Dynamic Probit Model and a Comparison with Alternative Estimators," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(5), pages 659-681, October.
    19. Ravallion, Martin & Bidani, Benu, 1994. "How Robust Is a Poverty Profile?," The World Bank Economic Review, World Bank, vol. 8(1), pages 75-102, January.
    20. Anna Giraldo & Enrico Rettore & Ugo Trivellato, 2002. "The persistence of poverty: true state dependence or unobserved heterogeneity? Some evidence from the Italian Survey on Household Income and Wealth," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 B2-1, International Conferences on Panel Data.
    21. Dercon, Stefan, 2006. "Economic reform, growth and the poor: Evidence from rural Ethiopia," Journal of Development Economics, Elsevier, vol. 81(1), pages 1-24, October.
    22. Ahmed, Akhter U. & Hill, Ruth Vargas & Smith, Lisa C. & Wiesmann, Doris M. & Frankenberger, Tim & Gulati, Kajal & Quabili, Wahidand & Yohannes, Yisehac, 2007. "The world's most deprived: Characteristics and causes of extreme poverty and hunger," 2020 vision discussion papers 43, International Food Policy Research Institute (IFPRI).
    23. Becketti, Sean & Gould, William & Lillard, Lee & Welch, Finis, 1988. "The Panel Study of Income Dynamics after Fourteen Years: An Evaluatio n," Journal of Labor Economics, University of Chicago Press, vol. 6(4), pages 472-492, October.
    24. Christopher Barrett & Michael Carter & Peter Little, 2006. "Understanding and reducing persistent poverty in Africa: Introduction to a special issue," Journal of Development Studies, Taylor & Francis Journals, vol. 42(2), pages 167-177.
    25. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    26. Alem, Yonas & Söderbom, Måns, 2012. "Household-Level Consumption in Urban Ethiopia: The Effects of a Large Food Price Shock," World Development, Elsevier, vol. 40(1), pages 146-162.
    27. repec:pru:wpaper:42 is not listed on IDEAS
    28. Butler, J S & Moffitt, Robert, 1982. "A Computationally Efficient Quadrature Procedure for the One-Factor Multinomial Probit Model," Econometrica, Econometric Society, vol. 50(3), pages 761-764, May.
    29. Dercon, Stefan & Mekonnen, Tadesse, 2002. "A comparison of poverty in rural and urban Ethiopia," Ethiopian Journal of Economics, Ethiopian Economics Association, vol. 8(1), pages 1-98, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Alem, Yonas & Hassen, Sied & Köhlin, Gunnar, 2014. "Adoption and disadoption of electric cookstoves in urban Ethiopia: Evidence from panel data," Resource and Energy Economics, Elsevier, vol. 38(C), pages 110-124.

    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. Alem, Yonas, 2013. "Poverty Persistence and Intra-Household Heterogeneity in Occupations: Evidence from Urban Ethiopia," Working Papers in Economics 580, University of Gothenburg, Department of Economics.
    2. Alem, Yonas & Köhlin, Gunnar & Stage, Jesper, 2014. "The Persistence of Subjective Poverty in Urban Ethiopia," World Development, Elsevier, vol. 56(C), pages 51-61.
    3. Bigsten, Arne & Shimeles, Abebe, 2008. "Poverty Transition and Persistence in Ethiopia: 1994-2004," World Development, Elsevier, vol. 36(9), pages 1559-1584, September.
    4. Daniel Ayalew Mekonnen & Daniel Ayalew Mekonnen & Nicolas Gerber & Nicolas Gerber, 2016. "Aspirations and income, food security and subjective well-being in rural Ethiopia," FOODSECURE Working papers 51, LEI Wageningen UR.
    5. Ambra Poggi, 2007. "Does persistence of social exclusion exist in Spain?," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 5(1), pages 53-72, April.
    6. Alem, Yonas & Demeke, Eyoual, 2020. "The persistence of energy poverty: A dynamic probit analysis," Energy Economics, Elsevier, vol. 90(C).
    7. Azomahou T.T. & Yitbarek E., 2015. "Poverty persistence and informal risk management: Micro evidence from urban Ethiopia," MERIT Working Papers 2015-006, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    8. Ambaye, Guesh Gebremeske, 2012. "Perception of Poverty by Ethiopian Rural Households: Using a Self Reported approach," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 4(4), pages 1-7, December.
    9. repec:dau:papers:123456789/10594 is not listed on IDEAS
    10. Francesco Bartolucci & Claudia Pigini, 2017. "Granger causality in dynamic binary short panel data models," Working Papers 421, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    11. Elena Giarda & Gloria Moroni, 2018. "The Degree of Poverty Persistence and the Role of Regional Disparities in Italy in Comparison with France, Spain and the UK," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(1), pages 163-202, February.
    12. Sungil Kwak & Stephen C. Smith, 2013. "Regional Agricultural Endowments and Shifts of Poverty Trap Equilibria: Evidence from Ethiopian Panel Data," Journal of Development Studies, Taylor & Francis Journals, vol. 49(7), pages 955-975, July.
    13. John Roy & Stefanie Schurer, 2013. "Getting Stuck In The Blues: Persistence Of Mental Health Problems In Australia," Health Economics, John Wiley & Sons, Ltd., vol. 22(9), pages 1139-1157, September.
    14. Gao, Jianfeng & Mills, Bradford F., 2018. "Weather Shocks, Coping Strategies, and Consumption Dynamics in Rural Ethiopia," World Development, Elsevier, vol. 101(C), pages 268-283.
    15. Thomas, Anne-Claire & Gaspart, Frédéric, 2015. "Does Poverty Trap Rural Malagasy Households?," World Development, Elsevier, vol. 67(C), pages 490-505.
    16. Grant Gibson & Michel Grignon & Jeremiah Hurley & Li Wang, 2019. "Here comes the SUN: Self‐assessed unmet need, worsening health outcomes, and health care inequity," Health Economics, John Wiley & Sons, Ltd., vol. 28(6), pages 727-735, June.
    17. Liverpool, Lenis Saweda O. & Winter-Nelson, Alex, 2010. "Asset versus consumption poverty and poverty dynamics in the presence of multiple equilibria in rural Ethiopia," IFPRI discussion papers 971, International Food Policy Research Institute (IFPRI).
    18. FAYE Ousmane & ISLAM Nizamul & ZULU Eliya, 2011. "Poverty dynamics in Nairobi's slums: testing for true state dependence and heterogeneity effects," LISER Working Paper Series 2011-56, Luxembourg Institute of Socio-Economic Research (LISER).
    19. Kacem, Rami Ben Haj, 2013. "Monetary versus non-monetary pro-poor growth: Evidence from rural Ethiopia between 2004 and 2009," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 7, pages 1-22.
    20. Akay, Alpaslan & Khamis, Melanie, 2011. "The Persistence of Informality: Evidence from Panel Data," IZA Discussion Papers 6163, Institute of Labor Economics (IZA).
    21. Christian Rogg, 2006. "Asset Portfolios in Africa: Evidence from Rural Ethiopia," WIDER Working Paper Series RP2006-145, World Institute for Development Economic Research (UNU-WIDER).

    More about this item

    Keywords

    Urban Ethiopia; poverty persistence; dynamic probit; system GMM; labor market status;
    All these keywords.

    JEL classification:

    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R20 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - General

    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:rff:dpaper:dp-14-05-efd. 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: Resources for the Future (email available below). General contact details of provider: https://edirc.repec.org/data/rffffus.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.