Internal Migration, Selection Bias and Human Development: Evidence from Indonesia and Mexico
The aim of this paper is to measure the returns to migration using non-experimental data taking both observed and unobserved characteristics into account. A significant challenge related to migration research and the issues of unobserved heterogeneity is that the standard 2stage least squares estimator (2SLS) is strictly only applicable to situations with linear and continuous treatment and outcomes, both of which are not appropriate for models of migration and many outcomes of interest. Furthermore, migration is not always a binary process given that people migrate to city or non-city locations and some migrants do return. Introducing these multinomial treatment effects means that one cannot rely on standard 2SLS methods. Using panel data from Indonesia (Indonesia Family Life Survey—IFLS) and Mexico (Mexican Family Life Survey— MxFLS) and applying non-linear instrumental variable (Heckman’s treatment effects model) and maximum simulated likelihood models, we measure the impacts of migration on a broad range of variables that include socio economic outcomes such as consumption, nutrition, health status and emotional well-being for adult household members and health and schooling outcomes for children. We find consistent results for both countries that point to significant trade-offs related to migration. We found that migration can greatly improve socio-economic status through increases in income or consumption but can also be detrimental to the health status and emotional well-being of migrants and/or their extended families.
|Date of creation:||Jul 2009|
|Date of revision:||Jul 2009|
|Publication status:||Published as background research for the 2009 Human Development Report.|
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- Lucas, Robert E B & Stark, Oded, 1985. "Motivations to Remit: Evidence from Botswana," Journal of Political Economy, University of Chicago Press, vol. 93(5), pages 901-18, October.
- Yang, Dean, 2005.
"International migration, human capital, and entrepreneurship : evidence from Philippine migrants'exchange rate shocks,"
Policy Research Working Paper Series
3578, The World Bank.
- Dean Yang, 2004. "International Migration, Human Capital, and Entrepreneurship: Evidence from Philippine Migrants’ Exchange Rate Shocks," Working Papers 531, Research Seminar in International Economics, University of Michigan.
- Partha Deb & Pravin K. Trivedi, 2006. "Maximum simulated likelihood estimation of a negative binomial regression model with multinomial endogenous treatment," Stata Journal, StataCorp LP, vol. 6(2), pages 246-255, June.
- Duncan Thomas & Elizabeth Frankenberg & James P. Smith, 2000.
"Lost But Not Forgotten: Attrition and Follow-up in the Indonesian Family Life Survey,"
00-03, RAND Corporation Publications Department.
- Duncan Thomas & Elizabeth Frankenberg & James P. Smith, 2001. "Lost but Not Forgotten: Attrition and Follow-up in the Indonesia Family Life Survey," Journal of Human Resources, University of Wisconsin Press, vol. 36(3), pages 556-592.
- Thomas, D. & Frankenberg, E. & Smith, J.P., 2000. "Lost But Not Forgotten Attribution and Follow-up in the Indonesian Family Life Survey," Papers 00-03, RAND - Labor and Population Program.
- Duncan Thomas & Elizabeth Frankenberg & James P. Smith, 2004. "Lost but Not Forgotten: Attrition and Follow-up in the Indonesia Family Life Survey," Labor and Demography 0408007, EconWPA.
- Alderman, Harold & Watkins, Susan Cotts & Kohler, Hans-Peter & Maluccio, John A. & Behrman, Jere R., 2000.
"Attrition in longitudinal household survey data,"
96, International Food Policy Research Institute (IFPRI).
- Amuedo-Dorantes, Catalina & Georges, Annie & Pozo, Susan, 2008. "Migration, Remittances and Children’s Schooling in Haiti," IZA Discussion Papers 3657, Institute for the Study of Labor (IZA).
- Bowles, Samuel, 1970. "Migration as Investment: Empirical Tests of the Human Investment Approach to Geographical Mobility," The Review of Economics and Statistics, MIT Press, vol. 52(4), pages 356-62, November.
- George J. Borjas, 1987.
"Self-Selection and the Earnings of Immigrants,"
NBER Working Papers
2248, National Bureau of Economic Research, Inc.
- Kaivan Munshi, 2003. "Networks In The Modern Economy: Mexican Migrants In The U.S. Labor Market," The Quarterly Journal of Economics, MIT Press, vol. 118(2), pages 549-599, May.
- Halliday, Timothy, 2006.
"Migration, Risk, and Liquidity Constraints in El Salvador,"
Economic Development and Cultural Change,
University of Chicago Press, vol. 54(4), pages 893-925, July.
- Timothy Halliday, 2005. "Migration, Risk and Liquidity Constraints in El Salvador," Working Papers 200511, University of Hawaii at Manoa, Department of Economics, revised 28 Mar 2006.
- Adams, Richard H., Jr. & Cuecuecha, Alfredo & Page, John, 2008. "Remittances, consumption and investment in Ghana," Policy Research Working Paper Series 4515, The World Bank.
- Lucas, Robert E.B., 1993.
"Internal migration in developing countries,"
Handbook of Population and Family Economics,
in: M. R. Rosenzweig & Stark, O. (ed.), Handbook of Population and Family Economics, edition 1, volume 1, chapter 13, pages 721-798
- Robert E. B. Lucas, 1994. "Internal Migration in Developing Countries," Boston University - Institute for Economic Development 43, Boston University, Institute for Economic Development.
- Stark, Oded & Taylor, J Edward & Yitzhaki, Shlomo, 1986. "Remittances and Inequality," Economic Journal, Royal Economic Society, vol. 96(383), pages 722-40, September.
- Kathleen Beegle & Joachim De Weerdt & Stefan Dercon, 2011.
"Migration and Economic Mobility in Tanzania: Evidence from a Tracking Survey,"
The Review of Economics and Statistics,
MIT Press, vol. 93(3), pages 1010-1033, August.
- Beegle, Kathleen & De Weerdt, Joachim & Dercon, Stefan, 2008. "Migration and Economic Mobility in Tanzania: Evidence from a Tracking Survey," Policy Research Working Paper Series 4798, The World Bank.
- Beegle, Kathleen & De Weerdt, Joachim & Dercon, Stefan, 2010. "Migration and Economic Mobility in Tanzania: Evidence from a Tracking Survey," CEPR Discussion Papers 7759, C.E.P.R. Discussion Papers.
- McKenzie, David & Gibson, John & Stillman, Steven, 2006.
"How Important Is Selection? Experimental vs. Non-Experimental Measures of the Income Gains from Migration,"
IZA Discussion Papers
2087, Institute for the Study of Labor (IZA).
- David McKenzie & John Gibson & Steven Stillman, 2010. "How Important Is Selection? Experimental vs. Non-Experimental Measures of the Income Gains from Migration," Journal of the European Economic Association, MIT Press, vol. 8(4), pages 913-945, 06.
- David McKenzie & Steven Stillman & John Gibson, 2010. "How Important is Selection? Experimental VS. Non‐Experimental Measures of the Income Gains from Migration," Journal of the European Economic Association, European Economic Association, vol. 8(4), pages 913-945, 06.
- Ravallion, Martin, 2008.
"Evaluating Anti-Poverty Programs,"
Handbook of Development Economics,
- Rosenzweig, Mark R & Stark, Oded, 1989.
"Consumption Smoothing, Migration, and Marriage: Evidence from Rural India,"
Journal of Political Economy,
University of Chicago Press, vol. 97(4), pages 905-26, August.
- Rosenzweig, Mark R. & Stark, Oded, 1987. "Consumption Smoothing, Migration and Marriage: Evidence from Rural India," Bulletins 7515, University of Minnesota, Economic Development Center.
- Valerie Mueller & Abusaleh Shariff, 2013.
"Preliminary Evidence on Internal Migration, Remittances, and Teen Schooling in India,"
- Valerie Mueller & Abusaleh Shariff, 2011. "Preliminary Evidence On Internal Migration, Remittances, And Teen Schooling In India," Contemporary Economic Policy, Western Economic Association International, vol. 29(2), pages 207-217, 04.
- Mueller, Valerie & Shariff, Abusaleh, 2009. "Preliminary evidence on internal migration, remittances, and teen schooling in India:," IFPRI discussion papers 858, International Food Policy Research Institute (IFPRI).
- Hoddinott, John, 1994. "A Model of Migration and Remittances Applied to Western Kenya," Oxford Economic Papers, Oxford University Press, vol. 46(3), pages 459-76, July.
- Stark, Oded & Bloom, David E, 1985. "The New Economics of Labor Migration," American Economic Review, American Economic Association, vol. 75(2), pages 173-78, May.
- McKenzie, David & Gibson, John & Stillman, Steven, 2006. "How important is selection ? Experimental versus non-experimental measures of the income gains from migration," Policy Research Working Paper Series 3906, The World Bank.
- Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, vol. 72(1), pages 159-217, 01.
- Gourieroux Christian & Monfort Alain & Trognon A, 1981.
"Pseudo maximum likelihood methods : theory,"
CEPREMAP Working Papers (Couverture Orange)
- Gustafsson, Bjorn & Makonnen, Negatu, 1993. "Poverty and Remittances in Lesotho," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 2(1), pages 49-73, May.
- Adams, Richard H. Jr., 2004. "Remittances and poverty in Guatemala," Policy Research Working Paper Series 3418, The World Bank.
- Catalina Amuedo-Dorantes & Tania Sainz & Susan Pozo, 2007.
"Remittances and healthcare expenditure patterns of populations in origin communities : evidence from Mexico,"
INTAL Working Papers
1450, Inter-American Development Bank, INTAL.
- Catalina Amuedo-Dorantes & Tania Sainz & Susan Pozo, 2007. "Remittances and Healthcare Expenditure Patterns of Populations in Origin Communities: Evidence from Mexico," IDB Publications (Working Papers) 9355, Inter-American Development Bank.
- Antecol, Heather & Bedard, Kelly, 2005. "Unhealthy Assimilation: Why Do Immigrants Converge to American Health Status Levels?," IZA Discussion Papers 1654, Institute for the Study of Labor (IZA).
- Wodon, Quentin & Angel-Urdinola, Diego & Gonzalez-Konig, Gabriel & Ojeda Revah, Diana & Siaens, Corinne, 2003. "Migration and Poverty in Mexico’s Southern States," MPRA Paper 10574, University Library of Munich, Germany.
- Partha Deb & Pravin K. Trivedi, 2006. "Specification and simulated likelihood estimation of a non-normal treatment-outcome model with selection: Application to health care utilization," Econometrics Journal, Royal Economic Society, vol. 9(2), pages 307-331, 07.
- Sarah Bracking, 2003. "Sending money home: are remittances always beneficial to those who stay behind?," Journal of International Development, John Wiley & Sons, Ltd., vol. 15(5), pages 633-644.
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