IDEAS home Printed from https://ideas.repec.org/p/ags/aaea15/200702.html
   My bibliography  Save this paper

Migration Choice under Risk and Liquidity Constraints

Author

Listed:
  • Kleemans, Marieke

Abstract

This paper develops and tests a migration choice model that incorporates two prominent migration strategies used by households facing risk and liquidity constraints. On the one hand, migration can be used as an ex-post risk-coping strategy after sudden negative income shocks. On the other hand, migration can be seen an as investment, but liquidity constraints may prevent households from paying up-front migration costs, in which case positive income shocks may increase migration. These diverging migratory responses to shocks are modeled within a dynamic migration choice framework that I test using a 20-year panel of internal migration decisions by 38,914 individuals in Indonesia. I document evidence that migration increases after contemporaneous negative income shocks as well as after an accumulation of preceding positive shocks. Consistent with the model, I find that migration after negative shocks is more often characterized by temporary moves to rural destinations and is more likely to be used by those with low levels of wealth, while investment migration is more likely to involve urban destinations, occur over longer distances, and be longer in duration. Structural estimation of the model reveals that migration costs are higher for those with lower levels of wealth and education, and suggests that the two migration strategies act as substitutes, meaning that those who migrate to cope with a negative shock are less likely to invest in migration. I use the structural estimates to simulate policy experiments of providing credit and subsidizing migration, and I explore the impact of increased weather shock intensity in order to better understand the possible impact of climate change on migration.

Suggested Citation

  • Kleemans, Marieke, 2015. "Migration Choice under Risk and Liquidity Constraints," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 200702, Agricultural and Applied Economics Association.
    • Handle: RePEc:ags:aaea15:200702
    DOI: 10.22004/ag.econ.200702
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/200702/files/Kleemans_%20AAEA%202015.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.200702?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Michael Clemens, 2014. "Does Development Reduce Migration? - Working Paper 359," Working Papers 359, Center for Global Development.
    2. Leah Platt Boustan & Matthew E. Kahn & Paul W. Rhode, 2012. "Moving to Higher Ground: Migration Response to Natural Disasters in the Early Twentieth Century," American Economic Review, American Economic Association, vol. 102(3), pages 238-244, May.
    3. John Kennan & James R. Walker, 2011. "The Effect of Expected Income on Individual Migration Decisions," Econometrica, Econometric Society, vol. 79(1), pages 211-251, January.
    4. Victoria Hosegood & Anne Case & Cally Ardington, 2009. "Labor Supply Responses to Large Social Transfers: Longitudinal Evidence from South Africa," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 22-48, January.
    5. Christian Dustmann & Yoram Weiss, 2007. "Return Migration: Theory and Empirical Evidence," RF Berlin - CReAM Discussion Paper Series 0702, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    6. Townsend, Robert M, 1994. "Risk and Insurance in Village India," Econometrica, Econometric Society, vol. 62(3), pages 539-591, May.
    7. Aart Kraay & David McKenzie, 2014. "Do Poverty Traps Exist? Assessing the Evidence," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 127-148, Summer.
    8. Kenneth I. Wolpin, 2007. "Ex Ante Policy Evaluation, Structural Estimation and Model Selection," American Economic Review, American Economic Association, vol. 97(2), pages 48-52, May.
    9. Joachim De Weerdt & Kalle Hirvonen, 2016. "Risk Sharing and Internal Migration," Economic Development and Cultural Change, University of Chicago Press, vol. 65(1), pages 63-86.
    10. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    11. 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.
    12. David Card & Thomas Lemieux, 2001. "Can Falling Supply Explain the Rising Return to College for Younger Men? A Cohort-Based Analysis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 705-746.
    13. 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.
    14. Todaro, Michael P, 1969. "A Model for Labor Migration and Urban Unemployment in Less Developed Countries," American Economic Review, American Economic Association, vol. 59(1), pages 138-148, March.
    15. Deaton, Angus, 1991. "Saving and Liquidity Constraints," Econometrica, Econometric Society, vol. 59(5), pages 1221-1248, September.
    16. Christian Dustmann & Yoram Weiss, 2007. "Return Migration: Theory and Empirical Evidence from the UK," British Journal of Industrial Relations, London School of Economics, vol. 45(2), pages 236-256, June.
    17. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, September.
    18. Deaton, Angus & Laroque, Guy, 1996. "Competitive Storage and Commodity Price Dynamics," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 896-923, October.
    19. Dustmann, Christian & Kirchkamp, Oliver, 2002. "The optimal migration duration and activity choice after re-migration," Journal of Development Economics, Elsevier, vol. 67(2), pages 351-372, April.
    20. 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, June.
    21. 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.
    22. 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.
    23. Michael Clemens & Claudio Montenegro & Lant Pritchett, 2008. "The Place Premium: Wage Differences for Identical Workers across the U.S. Border," Working Papers 148, Center for Global Development.
    24. 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.
    25. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    26. David McKenzie & Caroline Theoharides & Dean Yang, 2014. "Distortions in the International Migrant Labor Market: Evidence from Filipino Migration and Wage Responses to Destination Country Economic Shocks," American Economic Journal: Applied Economics, American Economic Association, vol. 6(2), pages 49-75, April.
    27. Seema Jayachandran, 2006. "Selling Labor Low: Wage Responses to Productivity Shocks in Developing Countries," Journal of Political Economy, University of Chicago Press, vol. 114(3), pages 538-575, June.
    28. Thomas, Duncan & Witoelar, Firman & Frankenberg, Elizabeth & Sikoki, Bondan & Strauss, John & Sumantri, Cecep & Suriastini, Wayan, 2012. "Cutting the costs of attrition: Results from the Indonesia Family Life Survey," Journal of Development Economics, Elsevier, vol. 98(1), pages 108-123.
    29. Kraay, Aart & McKenzie, David, 2014. "Do poverty traps exist ?," Policy Research Working Paper Series 6835, The World Bank.
    30. Kaivan Munshi & Mark Rosenzweig, 2005. "Economic development and the decline of rural and urban community‐based networks," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 13(3), pages 427-443, July.
    31. 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.
    32. Partha Deb & Papa Seck, 2009. "Internal Migration, Selection Bias and Human Development: Evidence from Indonesia and Mexico," Human Development Research Papers (2009 to present) HDRP-2009-31, Human Development Report Office (HDRO), United Nations Development Programme (UNDP), revised Jul 2009.
    33. 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.
    34. Abhijit V. Banerjee & Esther Duflo, 2007. "The Economic Lives of the Poor," Journal of Economic Perspectives, American Economic Association, vol. 21(1), pages 141-168, Winter.
    35. Klein, Paul & Ventura, Gustavo, 2009. "Productivity differences and the dynamic effects of labor movements," Journal of Monetary Economics, Elsevier, vol. 56(8), pages 1059-1073, November.
    36. Leah Platt Boustan & Price V. Fishback & Shawn Kantor, 2010. "The Effect of Internal Migration on Local Labor Markets:American Cities during the Great Depression," Journal of Labor Economics, University of Chicago Press, vol. 28(4), pages 719-746, October.
    37. Rust, John, 1986. "Structural estimation of markov decision processes," Handbook of Econometrics, in: R. F. Engle & D. McFadden (ed.), Handbook of Econometrics, edition 1, volume 4, chapter 51, pages 3081-3143, Elsevier.
    38. Dustmann, Christian, 1997. "Return migration, uncertainty and precautionary savings," Journal of Development Economics, Elsevier, vol. 52(2), pages 295-316, April.
    39. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    40. Melanie Morten, 2016. "Temporary Migration and Endogenous Risk Sharing in Village India," NBER Working Papers 22159, National Bureau of Economic Research, Inc.
    41. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    42. Carrington, William J & Detragiache, Enrica & Vishwanath, Tara, 1996. "Migration with Endogenous Moving Costs," American Economic Review, American Economic Association, vol. 86(4), pages 909-930, September.
    43. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    44. V. Mueller & C. Gray & K. Kosec, 2014. "Heat stress increases long-term human migration in rural Pakistan," Nature Climate Change, Nature, vol. 4(3), pages 182-185, March.
    45. Harris, John R & Todaro, Michael P, 1970. "Migration, Unemployment & Development: A Two-Sector Analysis," American Economic Review, American Economic Association, vol. 60(1), pages 126-142, March.
    46. Manuela Angelucci, 2015. "Migration and Financial Constraints: Evidence from Mexico," The Review of Economics and Statistics, MIT Press, vol. 97(1), pages 224-228, March.
    47. Borjas, George J, 1990. "Self-Selection and the Earnings of Immigrants: Reply," American Economic Review, American Economic Association, vol. 80(1), pages 305-308, March.
    48. Grogger, Jeffrey & Hanson, Gordon H., 2011. "Income maximization and the selection and sorting of international migrants," Journal of Development Economics, Elsevier, vol. 95(1), pages 42-57, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Katrin Millock & Cees Withagen, 2021. "Climate and Migration," World Scientific Book Chapters, in: Anil Markandya & Dirk Rübbelke (ed.), CLIMATE AND DEVELOPMENT, chapter 10, pages 309-341, World Scientific Publishing Co. Pte. Ltd..
    2. Théo Benonnier & Katrin Millock & Vis Taraz, 2019. "Climate change, migration, and irrigation," Working Papers halshs-02107098, HAL.
    3. 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.
    4. David Lagakos & Ahmed Mushfiq Mobarak & Michael E. Waugh, 2023. "The Welfare Effects of Encouraging Rural–Urban Migration," Econometrica, Econometric Society, vol. 91(3), pages 803-837, May.
    5. Joseph-Simon Görlach, 2023. "Borrowing Constraints and the Dynamics of Return and Repeat Migration," Journal of Labor Economics, University of Chicago Press, vol. 41(1), pages 205-243.
    6. Imbert, Clément & Papp, John, 2020. "Costs and benefits of rural-urban migration: Evidence from India," Journal of Development Economics, Elsevier, vol. 146(C).
    7. Barbora Šedová & Lucia Čizmaziová & Athene Cook, 2021. "A meta-analysis of climate migration literature," CEPA Discussion Papers 29, Center for Economic Policy Analysis.
    8. Cristina Cattaneo & Emanuele Massetti, 2019. "Does Harmful Climate Increase Or Decrease Migration? Evidence From Rural Households In Nigeria," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 10(04), pages 1-36, November.
    9. Ayala Wineman & Lenis Saweda Liverpool‐Tasie, 2018. "Land markets and migration trends in Tanzania: A qualitative‐quantitative analysis," Development Policy Review, Overseas Development Institute, vol. 36(S2), pages 831-856, September.
    10. Bruno Venditto & Ndumba J. Kamwanyah & Christian H. Nekare, 2022. "Climate change, migration and urbanisation in contemporary Namibia," Working Papers 14, SITES.
    11. Valerie Mueller & Emily Schmidt & Dylan Kirkleeng, 2020. "Structural Change and Women’s Employment Potential in Myanmar," International Regional Science Review, , vol. 43(5), pages 450-476, September.
    12. Andrea Cinque & Lennart Reiners, 2022. "Confined to Stay: Natural Disasters and Indonesia's Migration Ban," CESifo Working Paper Series 9837, CESifo.
    13. Denise Margaret S. Matias, 2020. "Climate humanitarian visa: international migration opportunities as post-disaster humanitarian intervention," Climatic Change, Springer, vol. 160(1), pages 143-156, May.
    14. Mukherjee, Manisha & Fransen, Sonja, 2024. "Exploring migration decision-making and agricultural adaptation in the context of climate change: A systematic review," World Development, Elsevier, vol. 179(C).
    15. Mueller, Valerie & Sheriff, Glenn & Dou, Xiaoya & Gray, Clark, 2020. "Temporary migration and climate variation in eastern Africa," World Development, Elsevier, vol. 126(C).
    16. Mukherjee, Manisha, 2022. "Climate change and migration: Reviewing the role of access to agricultural adaptation measures," MERIT Working Papers 2022-039, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    17. Sedova, Barbora & Kalkuhl, Matthias, 2020. "Who are the climate migrants and where do they go? Evidence from rural India," World Development, Elsevier, vol. 129(C).
    18. Gatti, N. & Baylis, K. & Crost, B., 2018. "Does climate change cause conflict? Damned if you do, damned if you don’t," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 275936, International Association of Agricultural Economists.
    19. Sichko, Christopher, 2021. "Migrant Selection and Sorting during the Great American Drought," SocArXiv wm2p3, Center for Open Science.
    20. Natalia Galvis Arias, 2019. "Migración y seguridad alimentaria en Colombia," Documentos de trabajo 17566, Escuela de Gobierno - Universidad de los Andes.
    21. George Deltas & Richard Sicotte, 2017. "Cartel Organization, Price Discrimination, and Selection of Transatlantic Migrants: 1899–1911," Southern Economic Journal, John Wiley & Sons, vol. 83(3), pages 668-704, January.
    22. repec:ags:aaea22:335558 is not listed on IDEAS
    23. Sofía Fernández Guerrico, 2023. "Trade Shocks, Population Growth, and Migration," ULB Institutional Repository 2013/357236, ULB -- Universite Libre de Bruxelles.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Parag Mahajan & Dean Yang, 2020. "Taken by Storm: Hurricanes, Migrant Networks, and US Immigration," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 250-277, April.
    2. 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.
    3. Gröger, André, 2021. "Easy come, easy go? Economic shocks, labor migration and the family left behind," Journal of International Economics, Elsevier, vol. 128(C).
    4. Michael Clemens, 2014. "Does Development Reduce Migration? - Working Paper 359," Working Papers 359, Center for Global Development.
    5. Selod, Harris & Shilpi, Forhad, 2021. "Rural-urban migration in developing countries: Lessons from the literature," Regional Science and Urban Economics, Elsevier, vol. 91(C).
    6. Imbert, Clement & Papp, John, 2016. "Short-term Migration Rural Workfare Programs and Urban Labor Markets - Evidence from India," Economic Research Papers 269578, University of Warwick - Department of Economics.
    7. Bandiera, Oriana & Rasul, Imran & Viarengo, Martina, 2013. "The Making of Modern America: Migratory Flows in the Age of Mass Migration," Journal of Development Economics, Elsevier, vol. 102(C), pages 23-47.
    8. Cai, Shu, 2020. "Migration under liquidity constraints: Evidence from randomized credit access in China," Journal of Development Economics, Elsevier, vol. 142(C).
    9. Sergio Vergalli, 2011. "Entry and Exit Strategies in Migration Dynamics," Journal of Labor Research, Springer, vol. 32(4), pages 362-389, December.
    10. Jean-François Maystadt & Valerie Mueller & Ashwini Sebastian, 2016. "Environmental Migration and Labor Markets in Nepal," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(2), pages 417-452.
    11. Farré, Lídia & Fasani, Francesco, 2013. "Media exposure and internal migration — Evidence from Indonesia," Journal of Development Economics, Elsevier, vol. 102(C), pages 48-61.
    12. Deb, Partha & Seck, Papa, 2009. "Internal Migration, Selection Bias and Human Development: Evidence from Indonesia and Mexico," MPRA Paper 19214, University Library of Munich, Germany.
    13. 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.
    14. Anandi Mani & Emma Riley, 2019. "Social networks, role models, peer effects, and aspirations," WIDER Working Paper Series wp-2019-120, World Institute for Development Economic Research (UNU-WIDER).
    15. Andrea Grabmayer & Andrea Hartmann & Maria Thalhammer, 2009. "Labour Mobility within the EU in the Context of Enlargement and the Functioning of the Transitional Arrangements," WIFO Studies, WIFO, number 35641, April.
    16. Frédéric Docquier & Hillel Rapoport, 2012. "Globalization, Brain Drain, and Development," Journal of Economic Literature, American Economic Association, vol. 50(3), pages 681-730, September.
    17. Christian Dustmann & Joseph-Simon Görlach, 2016. "The Economics of Temporary Migrations," Journal of Economic Literature, American Economic Association, vol. 54(1), pages 98-136, March.
    18. Maria Waldinger, 2015. "The effects of climate change on internal and international migration: implications for developing countries," GRI Working Papers 192, Grantham Research Institute on Climate Change and the Environment.
    19. repec:ipg:wpaper:17 is not listed on IDEAS
    20. Gharad Bryan & Shyamal Chowdhury & Ahmed Mushfiq Mobarak, 2014. "Underinvestment in a Profitable Technology: The Case of Seasonal Migration in Bangladesh," Econometrica, Econometric Society, vol. 82(5), pages 1671-1748, September.
    21. Bertoli, Simone & Moraga, Jesús Fernández-Huertas & Guichard, Lucas, 2020. "Rational inattention and migration decisions," Journal of International Economics, Elsevier, vol. 126(C).

    More about this item

    Keywords

    Community/Rural/Urban Development; Environmental Economics and Policy; International Development; Labor and Human Capital; Risk and Uncertainty;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:aaea15:200702. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/aaeaaea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.