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The Impact of Migration on Family Left Behind: Estimation in Presence of Intra-Household Selection of Migrants

Author

Listed:
  • Murard, Elie

    (University of Trento)

Abstract
This paper reexamines the literature on the impact of migration on household members left behind at origin. The empirical problem previous studies address is the self-selection of households into migration, i.e. the endogenous decision as to whether or not send a migrant. Yet, the subsequent selection of which family members migrate and which stay behind generates additional identification problems that have remained largely ignored. To tackle this second form of selectivity within the households, I model the behavior of families using latent stratification and potential outcome (Imbens and Angrist, 1994; Rubin, 1974). I show that the point-identification of the causal impact of migration requires strong behavioral assumptions rarely satisfied even with ideal experimental data. As a practical solution, I derive non parametric bounds under different sets of weaker assumptions. Using Mexican panel data, I show that standard estimates ignoring the intra-household selection into migration may suffer from substantial bias.

Suggested Citation

  • Murard, Elie, 2019. "The Impact of Migration on Family Left Behind: Estimation in Presence of Intra-Household Selection of Migrants," IZA Discussion Papers 12094, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp12094
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    References listed on IDEAS

    as
    1. Stark, Oded & Lucas, Robert E B, 1988. "Migration, Remittances, and the Family," Economic Development and Cultural Change, University of Chicago Press, vol. 36(3), pages 465-481, April.
    2. Francisca M. Antman, 2012. "Elderly Care and Intrafamily Resource Allocation when Children Migrate," Journal of Human Resources, University of Wisconsin Press, vol. 47(2), pages 331-363.
    3. Steinmayr, Andreas, 2014. "When a random sample is not random: Bounds on the effect of migration on household members left behind," Kiel Working Papers 1975, Kiel Institute for the World Economy (IfW Kiel).
    4. Stark, Oded & Bloom, David E, 1985. "The New Economics of Labor Migration," American Economic Review, American Economic Association, vol. 75(2), pages 173-178, May.
    5. John Gibson & David McKenzie & Steven Stillman, 2011. "The Impacts of International Migration on Remaining Household Members: Omnibus Results from a Migration Lottery Program," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1297-1318, November.
    6. Frolich, Markus, 2007. "Nonparametric IV estimation of local average treatment effects with covariates," Journal of Econometrics, Elsevier, vol. 139(1), pages 35-75, July.
    7. Catalina Amuedo-Dorantes & Susan Pozo, 2006. "Migration, Remittances, and Male and Female Employment Patterns," American Economic Review, American Economic Association, vol. 96(2), pages 222-226, May.
    8. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    9. Isabelle Chort & Jean-Noël Senne, 2012. "Intra-household Selection into Migration : Evidence from a Matched Sample of Migrants and Origin Households in Senegal," Post-Print hal-01516775, HAL.
    10. David S. Lee, 2009. "Training, Wages, and Sample Selection: Estimating Sharp Bounds on Treatment Effects," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(3), pages 1071-1102.
    11. M. R. Rosenzweig & Stark, O. (ed.), 1997. "Handbook of Population and Family Economics," Handbook of Population and Family Economics, Elsevier, edition 1, volume 1, number 1.
    12. Mu, Ren & van de Walle, Dominique, 2011. "Left behind to farm? Women's labor re-allocation in rural China," Labour Economics, Elsevier, vol. 18(S1), pages 83-97.
    13. Pablo Ibarraran & Darren Lubotsky, 2007. "Mexican Immigration and Self-Selection: New Evidence from the 2000 Mexican Census," NBER Chapters, in: Mexican Immigration to the United States, pages 159-192, National Bureau of Economic Research, Inc.
    14. Mckenzie, David & Rapoport, Hillel, 2007. "Network effects and the dynamics of migration and inequality: Theory and evidence from Mexico," Journal of Development Economics, Elsevier, vol. 84(1), pages 1-24, September.
    15. David McKenzie & Dean Yang, 2012. "Experimental Approaches in Migration Studies," Chapters, in: Carlos Vargas-Silva (ed.), Handbook of Research Methods in Migration, chapter 12, Edward Elgar Publishing.
    16. Acosta, Pablo, 2006. "Labor supply, school attendance, and remittances from international migration : the case of El Salvador," Policy Research Working Paper Series 3903, The World Bank.
    17. Oded Stark, 1991. "The Migration of Labor," Blackwell Books, Wiley Blackwell, number 1557860300, April.
    18. Amelie F. Constant & Klaus F. Zimmermann (ed.), 2013. "International Handbook on the Economics of Migration," Books, Edward Elgar Publishing, number 4026.
    19. Constantine E. Frangakis & Donald B. Rubin, 2002. "Principal Stratification in Causal Inference," Biometrics, The International Biometric Society, vol. 58(1), pages 21-29, March.
    20. Hanson, Gordon H., 2007. "Emigration, Remittances and Labor Force Participation in Mexico," IDB Publications (Working Papers) 2637, Inter-American Development Bank.
    21. Janvry, Alain de & Sadoulet, Elisabeth, 2001. "Income Strategies Among Rural Households in Mexico: The Role of Off-farm Activities," World Development, Elsevier, vol. 29(3), pages 467-480, March.
    22. Binzel, Christine & Assaad, Ragui, 2011. "Egyptian men working abroad: Labour supply responses by the women left behind," Labour Economics, Elsevier, vol. 18(S1), pages 98-114.
    23. Junni L. Zhang & Donald B. Rubin, 2003. "Estimation of Causal Effects via Principal Stratification When Some Outcomes are Truncated by “Deathâ€," Journal of Educational and Behavioral Statistics, , vol. 28(4), pages 353-368, December.
    24. George J. Borjas, 2007. "Mexican Immigration to the United States," NBER Books, National Bureau of Economic Research, Inc, number borj06-1.
    25. David McKenzie & Hillel Rapoport, 2011. "Can migration reduce educational attainment? Evidence from Mexico," Journal of Population Economics, Springer;European Society for Population Economics, vol. 24(4), pages 1331-1358, October.
    26. Martin Huber & Giovanni Mellace, 2010. "Sharp IV bounds on average treatment effects under endogeneity and noncompliance," University of St. Gallen Department of Economics working paper series 2010 2010-31, Department of Economics, University of St. Gallen.
    27. Mendola, Mariapia & Carletto, Calogero, 2012. "Migration and gender differences in the home labour market: Evidence from Albania," Labour Economics, Elsevier, vol. 19(6), pages 870-880.
    28. Toru Kitagawa, 2009. "Identification region of the potential outcome distributions under instrument independence," CeMMAP working papers CWP30/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    29. Richard Adams, 2011. "Evaluating the Economic Impact of International Remittances On Developing Countries Using Household Surveys: A Literature Review," Journal of Development Studies, Taylor & Francis Journals, vol. 47(6), pages 809-828.
    30. Heckman, James J, 1974. "Shadow Prices, Market Wages, and Labor Supply," Econometrica, Econometric Society, vol. 42(4), pages 679-694, July.
    31. Lokshin, Michael & Glinskaya, Elena, 2008. "The effect of male migration for work on employment patterns of females in nepal," Policy Research Working Paper Series 4757, The World Bank.
    32. Gordon H. Hanson, 2007. "Emigration, Remittances and Labor Force Participation in Mexico," IDB Publications (Working Papers) 9371, Inter-American Development Bank.
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    Cited by:

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    2. Romuald Méango, 2016. "What Makes Brain Drain More Likely? Evidence from Sub-Saharan Africa," CESifo Working Paper Series 6209, CESifo.

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    More about this item

    Keywords

    selectivity; migration; sample selection; bounds; principal stratification;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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