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Do remittances improve income inequality? An instrumental variable quantile analysis of the Kenyan case

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  • Bang, James T.
  • Mitra, Aniruddha
  • Wunnava, Phanindra V.

Abstract

The impact of remittances on income inequality constitutes a keenly debated topic in the development literature. Yet, a consensus still has not evolved on the issue. This paper explores the argument that the adverse distributional impact of remittances obtained by a number of studies could partially be due to the failure to control for existing differentials in the ability to migrate. We test the impact of remittances on household expenditures using data from the Kenyan Migration Household Survey and employing an instrumental variable quantile regression model to control for the unequal access to migration of rich and poor households. Our results indicate that while remittances increase household expenditure at all levels of the expenditure distribution, the impact is unambiguously greatest for poorer households. Hence, remittances, in and of themselves, improve both poverty and the distribution of income. This suggests that if remittances are to provide an impetus to development, recipient economies need to alleviate the credit constraints that restrict access to migration for the poor and the ability to send money home once the access bar has been overcome.

Suggested Citation

  • Bang, James T. & Mitra, Aniruddha & Wunnava, Phanindra V., 2016. "Do remittances improve income inequality? An instrumental variable quantile analysis of the Kenyan case," Economic Modelling, Elsevier, vol. 58(C), pages 394-402.
  • Handle: RePEc:eee:ecmode:v:58:y:2016:i:c:p:394-402
    DOI: 10.1016/j.econmod.2016.04.004
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    1. Du, Yang & Park, Albert & Wang, Sangui, 2005. "Migration and rural poverty in China," Journal of Comparative Economics, Elsevier, vol. 33(4), pages 688-709, December.
    2. Albert Bollard & David McKenzie & Melanie Morten & Hillel Rapoport, 2011. "Remittances and the Brain Drain Revisited: The Microdata Show That More Educated Migrants Remit More," The World Bank Economic Review, World Bank, vol. 25(1), pages 132-156, May.
    3. Coulibaly, Dramane, 2015. "Remittances and financial development in Sub-Saharan African countries: A system approach," Economic Modelling, Elsevier, vol. 45(C), pages 249-258.
    4. Richard C. Jones, 1998. "Remittances and Inequality: A Question of Migration Stage and Geographic Scale," Economic Geography, Taylor & Francis Journals, vol. 74(1), pages 8-25, January.
    5. Nong Zhu & Xubei Luo, 2010. "The impact of migration on rural poverty and inequality: a case study in China," Agricultural Economics, International Association of Agricultural Economists, vol. 41(2), pages 191-204, March.
    6. Taylor, J. Edward & Mora, Jorge & Adams, Richard H., Jr. & Lopez-Feldman, Alejandro, 2005. "Remittances, Inequality and Poverty: Evidence from Rural Mexico," Working Papers 60287, University of California, Davis, Department of Agricultural and Resource Economics.
    7. Adams, Richard Jr. & Page, John, 2005. "Do international migration and remittances reduce poverty in developing countries?," World Development, Elsevier, vol. 33(10), pages 1645-1669, October.
    8. Valerie Koechlin & Gianmarco Leon, 2007. "International Remittances and Income Inequality: An Empirical Investigation," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 10(2), pages 123-141.
    9. Emmanuel K.K. Lartey, 2013. "Remittances, investment and growth in sub-Saharan Africa," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 22(7), pages 1038-1058, October.
    10. German A. Zarate‐Hoyos, 2004. "Consumption and Remittances in Migrant Households: Toward a Productive Use of Remittances," Contemporary Economic Policy, Western Economic Association International, vol. 22(4), pages 555-565, October.
    11. Adams, Richard H, Jr, 1989. "Worker Remittances and Inequality in Rural Egypt," Economic Development and Cultural Change, University of Chicago Press, vol. 38(1), pages 45-71, October.
    12. Stark, Oded & Taylor, J Edward & Yitzhaki, Shlomo, 1986. "Remittances and Inequality," Economic Journal, Royal Economic Society, vol. 96(383), pages 722-740, September.
    13. Dean Yang, 2008. "International Migration, Remittances and Household Investment: Evidence from Philippine Migrants’ Exchange Rate Shocks," Economic Journal, Royal Economic Society, vol. 118(528), pages 591-630, April.
    14. John Chiwuzulum Odozi & Timothy Taiwo Awoyemi & Bolarin Titus Omonona, 2010. "Household poverty and inequality: the implication of migrants’ remittances in Nigeria," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 13(2), pages 191-199.
    15. Chowdhury, Mamta B., 2011. "Remittances flow and financial development in Bangladesh," Economic Modelling, Elsevier, vol. 28(6), pages 2600-2608.
    16. Chiswick, Barry R, 1978. "The Effect of Americanization on the Earnings of Foreign-born Men," Journal of Political Economy, University of Chicago Press, vol. 86(5), pages 897-921, October.
    17. Ralph Chami & Connel Fullenkamp & Samir Jahjah, 2005. "Are Immigrant Remittance Flows a Source of Capital for Development?," IMF Staff Papers, Palgrave Macmillan, vol. 52(1), pages 55-81, April.
    18. John Anyanwu & Andrew E. O. Erhijakpor, 2010. "Do International Remittances Affect Poverty in Africa?," African Development Review, African Development Bank, vol. 22(1), pages 51-91.
    19. Martins, Pedro S. & Pereira, Pedro T., 2004. "Does education reduce wage inequality? Quantile regression evidence from 16 countries," Labour Economics, Elsevier, vol. 11(3), pages 355-371, June.
    20. Wouterse, F. S., 2008. "Migration, poverty, and inequality: Evidence from Burkina Faso," IFPRI discussion papers 786, International Food Policy Research Institute (IFPRI).
    21. Giuliano, Paola & Ruiz-Arranz, Marta, 2009. "Remittances, financial development, and growth," Journal of Development Economics, Elsevier, vol. 90(1), pages 144-152, September.
    22. Harding, Matthew & Lamarche, Carlos, 2009. "A quantile regression approach for estimating panel data models using instrumental variables," Economics Letters, Elsevier, vol. 104(3), pages 133-135, September.
    23. Adams, Richard H, Jr, 1998. "Remittances, Investment, and Rural Asset Accumulation in Pakistan," Economic Development and Cultural Change, University of Chicago Press, vol. 47(1), pages 155-173, October.
    24. Thanh Le, 2009. "Trade, Remittances, Institutions, and Economic Growth," International Economic Journal, Taylor & Francis Journals, vol. 23(3), pages 391-408.
    25. Acosta, Pablo A. & Lartey, Emmanuel K.K. & Mandelman, Federico S., 2009. "Remittances and the Dutch disease," Journal of International Economics, Elsevier, vol. 79(1), pages 102-116, September.
    26. Taylor, J. Edward, 1992. "Remittances and inequality reconsidered: Direct, indirect, and intertemporal effects," Journal of Policy Modeling, Elsevier, vol. 14(2), pages 187-208, April.
    27. Adams Jr., Richard H. & Cuecuecha, Alfredo, 2010. "Remittances, Household Expenditure and Investment in Guatemala," World Development, Elsevier, vol. 38(11), pages 1626-1641, November.
    28. Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521845731, September.
    29. Barry McCormick & Jackline Wahba, 2003. "Return International Migration and Geographical Inequality: The Case of Egypt," Journal of African Economies, Centre for the Study of African Economies, vol. 12(4), pages 500-532, December.
    30. Mishra, Prachi, 2007. "Emigration and wages in source countries: Evidence from Mexico," Journal of Development Economics, Elsevier, vol. 82(1), pages 180-199, January.
    31. Maëlan LE GOFF & Christian EBEKE, 2009. "Why Migrants' Remittances Reduce Income Inequality in some Countries and not in Others?," Working Papers 200919, CERDI.
    32. Acosta, Pablo & Calderon, Cesar & Fajnzylber, Pablo & Lopez, Humberto, 2008. "What is the Impact of International Remittances on Poverty and Inequality in Latin America?," World Development, Elsevier, vol. 36(1), pages 89-114, January.
    33. Aggarwal, Reena & Demirgüç-Kunt, Asli & Pería, Maria Soledad Martínez, 2011. "Do remittances promote financial development?," Journal of Development Economics, Elsevier, vol. 96(2), pages 255-264, November.
    34. José Mata & José A. F. Machado, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465.
    35. Simone Bertoli & Hillel Rapoport, 2015. "Heaven's Swing Door: Endogenous Skills, Migration Networks, and the Effectiveness of Quality-Selective Immigration Policies," Scandinavian Journal of Economics, Wiley Blackwell, vol. 117(2), pages 565-591, April.
    36. Catrinescu, Natalia & Leon-Ledesma, Miguel & Piracha, Matloob & Quillin, Bryce, 2009. "Remittances, Institutions, and Economic Growth," World Development, Elsevier, vol. 37(1), pages 81-92, January.
    37. Adams, Richard H., Jr. & Cuecuecha, Alfredo & Page, John, 2008. "The impact of remittances on poverty and inequality in Ghana," Policy Research Working Paper Series 4732, The World Bank.
    38. Ziesemer, Thomas H.W., 2012. "Worker remittances, migration, accumulation and growth in poor developing countries: Survey and analysis of direct and indirect effects," Economic Modelling, Elsevier, vol. 29(2), pages 103-118.
    39. Zhu, Nong & Luo, Xubei, 2008. "The impact of remittances on rural poverty and inequality in China," Policy Research Working Paper Series 4637, The World Bank.
    40. Nguyen, Binh T. & Albrecht, James W. & Vroman, Susan B. & Westbrook, M. Daniel, 2007. "A quantile regression decomposition of urban-rural inequality in Vietnam," Journal of Development Economics, Elsevier, vol. 83(2), pages 466-490, July.
    41. Melly, Blaise, 2005. "Decomposition of differences in distribution using quantile regression," Labour Economics, Elsevier, vol. 12(4), pages 577-590, August.
    42. Buchinsky, Moshe, 1994. "Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression," Econometrica, Econometric Society, vol. 62(2), pages 405-458, March.
    43. Kaivan Munshi, 2003. "Networks in the Modern Economy: Mexican Migrants in the U. S. Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(2), pages 549-599.
    44. Daniel Chiquiar & Gordon H. Hanson, 2005. "International Migration, Self-Selection, and the Distribution of Wages: Evidence from Mexico and the United States," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 239-281, April.
    45. repec:dgr:unumer:2008063 is not listed on IDEAS
    46. Victor Chernozhukov & Christian Hansen, 2005. "An IV Model of Quantile Treatment Effects," Econometrica, Econometric Society, vol. 73(1), pages 245-261, January.
    47. Freund, Caroline & Spatafora, Nikola, 2008. "Remittances, transaction costs, and informality," Journal of Development Economics, Elsevier, vol. 86(2), pages 356-366, June.
    48. Simon Feeny & Sasi Iamsiraroj & Mark McGillivray, 2014. "Remittances and Economic Growth: Larger Impacts in Smaller Countries?," Journal of Development Studies, Taylor & Francis Journals, vol. 50(8), pages 1055-1066, August.
    49. John Anyanwu, 2011. "Working Paper 135 - International Remittances and Income Inequality in Africa," Working Paper Series 325, African Development Bank.
    50. B. Gabriela Mundaca, 2009. "Remittances, Financial Market Development, and Economic Growth: The Case of Latin America and the Caribbean," Review of Development Economics, Wiley Blackwell, vol. 13(2), pages 288-303, May.
    51. Chiswick, Barry R., 1999. "Are Immigrants Favorably Self-Selected? An Economic Analysis," Working Papers 147, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    52. Stark, Oded & Taylor, J. Edward & Yitzhaki, Shlomo, 1988. "Migration, remittances and inequality : A sensitivity analysis using the extended Gini index," Journal of Development Economics, Elsevier, vol. 28(3), pages 309-322, May.
    53. Michael T. Gapen & Mr. Ralph Chami & Mr. Peter J Montiel & Mr. Adolfo Barajas & Connel Fullenkamp, 2009. "Do Workers’ Remittances Promote Economic Growth?," IMF Working Papers 2009/153, International Monetary Fund.
    54. Joshua Angrist & Victor Chernozhukov & Iván Fernández-Val, 2006. "Quantile Regression under Misspecification, with an Application to the U.S. Wage Structure," Econometrica, Econometric Society, vol. 74(2), pages 539-563, March.
    55. Victor Chernozhukov & Christian Hansen, 2004. "The Effects of 401(K) Participation on the Wealth Distribution: An Instrumental Quantile Regression Analysis," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 735-751, August.
    56. John Chiwuzulum Odozi & Timothy Taiwo Awoyemi & Bolarin Titus Omonona, 2010. "Household poverty and inequality: the implication of migrants' remittances in Nigeria," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 13(2), pages 191-199.
    57. Chernozhukov, Victor & Hansen, Christian, 2008. "Instrumental variable quantile regression: A robust inference approach," Journal of Econometrics, Elsevier, vol. 142(1), pages 379-398, January.
    58. Barham, Bradford & Boucher, Stephen, 1998. "Migration, remittances, and inequality: estimating the net effects of migration on income distribution," Journal of Development Economics, Elsevier, vol. 55(2), pages 307-331, April.
    59. John C. ANYANWU, 2011. "International Remittances And Income Inequality In Africa," Review of Economic and Business Studies, Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, issue 7, pages 117-148, May.
    60. Berhe Mekonnen Beyene, 2014. "The Effects of International Remittances on Poverty and Inequality in Ethiopia," Journal of Development Studies, Taylor & Francis Journals, vol. 50(10), pages 1380-1396, November.
    61. Valerie Koechlin & Gianmarco Leon, 2007. "International Remittances and Income Inequality: An Empirical Investigation," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 10(2), pages 123-141.
    62. Gustafsson, Bjorn & Makonnen, Negatu, 1993. "Poverty and Remittances in Lesotho," Journal of African Economies, Centre for the Study of African Economies, vol. 2(1), pages 49-73, May.
    63. J. Taylor & T.J. Wyatt, 1996. "The shadow value of migrant remittances, income and inequality in a household‐farm economy," Journal of Development Studies, Taylor & Francis Journals, vol. 32(6), pages 899-912.
    64. Barry Chiswick, 1999. "Are Immigrants Favorably Self-Selected?," American Economic Review, American Economic Association, vol. 89(2), pages 181-185, May.
    65. F. Wouterse, 2010. "Remittances, Poverty, Inequality and Welfare: Evidence from the Central Plateau of Burkina Faso," Journal of Development Studies, Taylor & Francis Journals, vol. 46(4), pages 771-789.
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    More about this item

    Keywords

    Poverty; Income inequality; Migration; Remittances;
    All these keywords.

    JEL classification:

    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • F24 - International Economics - - International Factor Movements and International Business - - - Remittances
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa

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