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Does access to credit alter migration intentions?

Author

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  • Marina-Selini Katsaiti

    (Agricultural University of Athens
    College of Business and Economics, United Arab Emirates University
    Hellenic Open University)

  • Maroula Khraiche

    (Robert C. Vackar College of Business and Entrepreneurship, University of Texas Rio Grande Valley)

Abstract

This study investigates whether access to credit affects migration intentions. Using Gallup survey data for the years 2009 and 2010 for 17 African countries, we document a negative link between the ability to borrow and the desire to migrate. Being able to borrow reduces the likelihood of reporting wanting to migrate, especially for those with some education, those with lower income, for individuals with a bank account, and for those who feel their assets are safe. To deal with endogeneity, we assume that migration desire is driven by borrowing which in turn is determined by access to financial services. Therefore, we estimate a two-equation system for migration and borrowing, using variables describing access to financial services as instruments. We verify our findings using identification through heteroscedasticity and using a geographical instrument. Our results indicate that efforts to increase credit access in developing economies can cement residents’ attachment to their home country.

Suggested Citation

  • Marina-Selini Katsaiti & Maroula Khraiche, 2023. "Does access to credit alter migration intentions?," Empirical Economics, Springer, vol. 65(4), pages 1823-1854, October.
  • Handle: RePEc:spr:empeco:v:65:y:2023:i:4:d:10.1007_s00181-023-02393-y
    DOI: 10.1007/s00181-023-02393-y
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    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. Frédéric Docquier & Joël Machado & Khalid Sekkat, 2015. "Efficiency Gains from Liberalizing Labor Mobility," Scandinavian Journal of Economics, Wiley Blackwell, vol. 117(2), pages 303-346, April.
    3. Thorsten Beck & Asli Demirgüç-Kunt & Maria Soledad Martinez Peria, 2008. "Banking Services for Everyone? Barriers to Bank Access and Use around the World," The World Bank Economic Review, World Bank, vol. 22(3), pages 397-430, November.
    4. Wong, Kar-yiu & Yip, Chong Kee, 1999. "Education, economic growth, and brain drain," Journal of Economic Dynamics and Control, Elsevier, vol. 23(5-6), pages 699-726, April.
    5. Dustmann, Christian & Okatenko, Anna, 2014. "Out-migration, wealth constraints, and the quality of local amenities," Journal of Development Economics, Elsevier, vol. 110(C), pages 52-63.
    6. Ratna Sahay & Martin Cihak & Papa M N'Diaye & Adolfo Barajas & Srobona Mitra & Annette J Kyobe & Yen N Mooi & Seyed Reza Yousefi, 2015. "Financial Inclusion; Can it Meet Multiple Macroeconomic Goals?," IMF Staff Discussion Notes 15/17, International Monetary Fund.
    7. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    8. Miyagiwa, Kaz, 1991. "Scale Economies in Education and the Brain Drain Problem," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 32(3), pages 743-759, August.
    9. Jules Gazeaud & Eric Mvukiyehe & Olivier Sterck, 2023. "Cash Transfers and Migration: Theory and Evidence from a Randomized Controlled Trial," The Review of Economics and Statistics, MIT Press, vol. 105(1), pages 143-157, January.
    10. Cecilia Poggi, 2019. "Credit Availability and Internal Migration: Evidence from Thailand," Journal of Development Studies, Taylor & Francis Journals, vol. 55(5), pages 861-875, May.
    11. Michael A. Clemens, 2014. "Does development reduce migration?," Chapters, in: Robert E.B. Lucas (ed.), International Handbook on Migration and Economic Development, chapter 6, pages 152-185, Edward Elgar Publishing.
    12. Lewbel, Arthur, 2018. "Identification and estimation using heteroscedasticity without instruments: The binary endogenous regressor case," Economics Letters, Elsevier, vol. 165(C), pages 10-12.
    13. Francisco J Buera & Joseph P Kaboski & Yongseok Shin, 2021. "The Macroeconomics of Microfinance," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(1), pages 126-161.
    14. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    15. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2019. "Democracy Does Cause Growth," Journal of Political Economy, University of Chicago Press, vol. 127(1), pages 47-100.
    16. van Rooyen, C. & Stewart, R. & de Wet, T., 2012. "The Impact of Microfinance in Sub-Saharan Africa: A Systematic Review of the Evidence," World Development, Elsevier, vol. 40(11), pages 2249-2262.
    17. Léa Marchal & Claire Naiditch, 2020. "How Borrowing Constraints Hinder Migration: Theoretical Insights from a Random Utility Maximization Model," Scandinavian Journal of Economics, Wiley Blackwell, vol. 122(2), pages 732-761, April.
    18. Beine, Michel & Docquier, Frederic & Rapoport, Hillel, 2001. "Brain drain and economic growth: theory and evidence," Journal of Development Economics, Elsevier, vol. 64(1), pages 275-289, February.
    19. Hillel Rapoport, 2002. "Migration, credit constraints and self-employment: A simple model of occupational choice, inequality and growth," Economics Bulletin, AccessEcon, vol. 15(7), pages 1-5.
    20. Alice Mesnard, 2004. "Temporary migration and capital market imperfections," Oxford Economic Papers, Oxford University Press, vol. 56(2), pages 242-262, April.
    21. Cai, Shu, 2020. "Migration under liquidity constraints: Evidence from randomized credit access in China," Journal of Development Economics, Elsevier, vol. 142(C).
    22. Ms. Ratna Sahay & Mr. Martin Cihak & Mr. Papa M N'Diaye & Mr. Adolfo Barajas & Ms. Srobona Mitra & Ms. Annette J Kyobe & Yen N Mooi & Mr. Seyed Reza Yousefi, 2015. "Financial Inclusion: Can it Meet Multiple Macroeconomic Goals?," IMF Staff Discussion Notes 2015/017, International Monetary Fund.
    23. Mathias Czaika & Christopher R. Parsons, 2017. "The Gravity of High-Skilled Migration Policies," Demography, Springer;Population Association of America (PAA), vol. 54(2), pages 603-630, April.
    24. Franklin Allen & Elena Carletti & Robert Cull & Jun QJ Qian & Lemma Senbet & Patricio Valenzuela, 2021. "Improving Access to Banking: Evidence from Kenya [A matter of experience? Understanding the decline in group lending]," Review of Finance, European Finance Association, vol. 25(2), pages 403-447.
    25. Karin Mayr & Giovanni Peri, 2008. "Return Migration as Channel of Brain Gain," RF Berlin - CReAM Discussion Paper Series 0804, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    26. Abramitzky, Ran & Boustan, Leah Platt & Eriksson, Katherine, 2013. "Have the poor always been less likely to migrate? Evidence from inheritance practices during the age of mass migration," Journal of Development Economics, Elsevier, vol. 102(C), pages 2-14.
    27. Hajilee, Massomeh & Stringer, Donna Y. & Metghalchi, Massoud, 2017. "Financial market inclusion, shadow economy and economic growth: New evidence from emerging economies," The Quarterly Review of Economics and Finance, Elsevier, vol. 66(C), pages 149-158.
    28. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    29. van Dalen, H.P. & Henkens, C.J.I.M., 2013. "Explaining emigration intentions and behaviour in the Netherlands 2005-2010," Other publications TiSEM 511bab2c-f350-423e-9843-e, Tilburg University, School of Economics and Management.
    30. Riccardo Faini, 2003. "Is the Brain Drain an Unmitigated Blessing?," WIDER Working Paper Series DP2003-64, World Institute for Development Economic Research (UNU-WIDER).
    31. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    32. Ansell, Ben W., 2008. "Traders, Teachers, and Tyrants: Democracy, Globalization, and Public Investment in Education," International Organization, Cambridge University Press, vol. 62(2), pages 289-322, April.
    33. repec:ebl:ecbull:v:15:y:2002:i:7:p:1-5 is not listed on IDEAS
    34. Ruchi Singh, 2018. "Credit constraints and Rural Migration: Evidence from Six Villages in Uttar Pradesh," Migration Letters, Migration Letters, vol. 15(3), pages 389-398, July.
    35. Dao, Thu Hien & Docquier, Frédéric & Parsons, Chris & Peri, Giovanni, 2018. "Migration and development: Dissecting the anatomy of the mobility transition," Journal of Development Economics, Elsevier, vol. 132(C), pages 88-101.
    36. Hendrik P. van Dalen & Kène Henkens, 2013. "Explaining emigration intentions and behaviour in the Netherlands, 2005-10," Population Studies, Taylor & Francis Journals, vol. 67(2), pages 225-241, July.
    37. Jie Bai & Seema Jayachandran & Edmund J Malesky & Benjamin A Olken, 2019. "Firm Growth and Corruption: Empirical Evidence from Vietnam," The Economic Journal, Royal Economic Society, vol. 129(618), pages 651-677.
    38. 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.
    39. Michael Clemens, 2014. "Does Development Reduce Migration? - Working Paper 359," Working Papers 359, Center for Global Development.
    40. Samuel Bazzi, 2017. "Wealth Heterogeneity and the Income Elasticity of Migration," American Economic Journal: Applied Economics, American Economic Association, vol. 9(2), pages 219-255, April.
    41. Bhagwati, Jagdish & Hamada, Koichi, 1974. "The brain drain, international integration of markets for professionals and unemployment : A theoretical analysis," Journal of Development Economics, Elsevier, vol. 1(1), pages 19-42, April.
    42. Joshua D. Angrist, 1991. "Instrumental Variables Estimation of Average Treatment Effects in Econometrics and Epidemiology," NBER Technical Working Papers 0115, National Bureau of Economic Research, Inc.
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    More about this item

    Keywords

    Migration; Credit access; Migration costs; Survey data; Brain drain;
    All these keywords.

    JEL classification:

    • 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
    • G51 - Financial Economics - - Household Finance - - - Household Savings, Borrowing, Debt, and Wealth

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