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International Student Migration: A Partial Identification Analysis

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  • Romuald Méango

Abstract

This paper studies the decision made by a family to invest in student migration. We propose an empirical structural decision model which reflects the importance of both the return to the investment and the budgetary constraint in the choice of the family. We circumvent the problem of endogeneity of the educational attainment by deriving sharp bounds and conduct inference for the parameters of interest. The data are collected on students from Cameroon, using a new snowball sampling procedure, which allow the inclusion of both migrants and non-migrants in the sample. We propose bias corrected estimators for this procedure. We study the characteristics of potential candidates to migration that increase or decrease their probability to migrate, accounting for a potential helper in the diaspora. Among the interesting results we find that a choice to complete a Master’s degree doubles the odds of migration, there is little evidence of gender preference, students migrants are positively selected on their previous academic results.

Suggested Citation

  • Romuald Méango, 2014. "International Student Migration: A Partial Identification Analysis," CESifo Working Paper Series 4677, CESifo.
    • Handle: RePEc:ces:ceswps:_4677
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    References listed on IDEAS

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    1. Maxim Engers & Steven Stern, 2002. "Long-Term Care and Family Bargaining," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(1), pages 73-114, February.
    2. Thomas Bauer & Ira Gang & Gil Epstein, 2000. "What Are Migration Networks?," Departmental Working Papers 200016, Rutgers University, Department of Economics.
    3. Michel Beine & Fréderic Docquier & Hillel Rapoport, 2008. "Brain Drain and Human Capital Formation in Developing Countries: Winners and Losers," Economic Journal, Royal Economic Society, vol. 118(528), pages 631-652, April.
    4. Batista, Catia & Lacuesta, Aitor & Vicente, Pedro C., 2012. "Testing the ‘brain gain’ hypothesis: Micro evidence from Cape Verde," Journal of Development Economics, Elsevier, vol. 97(1), pages 32-45.
    5. Helmut Rainer & Thomas Siedler, 2009. "O Brother, Where Art Thou? The Effects of Having a Sibling on Geographic Mobility and Labour Market Outcomes," Economica, London School of Economics and Political Science, vol. 76(303), pages 528-556, July.
    6. Federico Ciliberto & Elie Tamer, 2009. "Market Structure and Multiple Equilibria in Airline Markets," Econometrica, Econometric Society, vol. 77(6), pages 1791-1828, November.
    7. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    8. Beine, Michel & Noël, Romain & Ragot, Lionel, 2014. "Determinants of the international mobility of students," Economics of Education Review, Elsevier, vol. 41(C), pages 40-54.
    9. Arie Beresteanu & Ilya Molchanov & Francesca Molinari, 2011. "Sharp Identification Regions in Models With Convex Moment Predictions," Econometrica, Econometric Society, vol. 79(6), pages 1785-1821, November.
    10. Jovanovic, Boyan, 1989. "Observable Implications of Models with Multiple Equilibria," Econometrica, Econometric Society, vol. 57(6), pages 1431-1437, November.
    11. Steven K. Thompson, 2006. "Adaptive Web Sampling," Biometrics, The International Biometric Society, vol. 62(4), pages 1224-1234, December.
    12. Laura Thissen & Sjef Ederveen, 2006. "Higher education; time for coordination on a European level?," CPB Discussion Paper 68, CPB Netherlands Bureau for Economic Policy Analysis.
    13. 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.
    14. Donata Bessey, 2012. "International student migration to Germany," Empirical Economics, Springer, vol. 42(1), pages 345-361, February.
    15. Dreher, Axel & Poutvaara, Panu, 2011. "Foreign Students and Migration to the United States," World Development, Elsevier, vol. 39(8), pages 1294-1307, August.
    16. Elise Brezis & Ariel Soueri, 2011. "Why do Students Migrate? Where do they Migrate to?," Working Papers 25, AlmaLaurea Inter-University Consortium.
    17. Mallar, Charles D, 1977. "The Estimation of Simultaneous Probability Models," Econometrica, Econometric Society, vol. 45(7), pages 1717-1722, October.
    18. Victor Chernozhukov & Han Hong & Elie Tamer, 2007. "Estimation and Confidence Regions for Parameter Sets in Econometric Models," Econometrica, Econometric Society, vol. 75(5), pages 1243-1284, September.
    19. Andrew Chesher & Adam M. Rosen & Konrad Smolinski, 2013. "An instrumental variable model of multiple discrete choice," Quantitative Economics, Econometric Society, vol. 4(2), pages 157-196, July.
    20. Robert J. Willis, "undated". "Wage Determinants: A Survey & Reinterpretation of Human Capital Earnings Functions," University of Chicago - Population Research Center 85-9, Chicago - Population Research Center.
    21. Talat Mahmood & Klaus Schömann, 2003. "On the Migration Decision of IT-Graduates: A Two-Level Nested Logit Model," CIG Working Papers SP II 2003-22, Wissenschaftszentrum Berlin (WZB), Research Unit: Competition and Innovation (CIG).
    22. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
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    Cited by:

    1. Arun Advani & Bansi Malde, 2018. "Credibly Identifying Social Effects: Accounting For Network Formation And Measurement Error," Journal of Economic Surveys, Wiley Blackwell, vol. 32(4), pages 1016-1044, September.

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    More about this item

    Keywords

    student migration; network sampling; incomplete structural models; partial identification;
    All these keywords.

    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers

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