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Migration under liquidity constraints: Evidence from randomized credit access in China

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  • Cai, Shu

Abstract

This study proposes a model of migration with liquidity constraints and empirically examines the impacts of credit access on migration using data from a randomized control trial for a village banking program in China. The program increases migration by household members in treatment villages, especially in villages with low levels of assets and high migration costs. These findings are consistent with the theoretical prediction that access to credit has a greater effect on migration among households that are liquidity constrained when there are substantial upfront migration costs. Further evidence is provided by quantifying transportation costs and housing rent at the destinations.

Suggested Citation

  • Cai, Shu, 2020. "Migration under liquidity constraints: Evidence from randomized credit access in China," Journal of Development Economics, Elsevier, vol. 142(C).
    • Handle: RePEc:eee:deveco:v:142:y:2020:i:c:s0304387818308113
    DOI: 10.1016/j.jdeveco.2018.06.005
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    as
    1. Du, Yang & Park, Albert & Wang, Sangui, 2005. "Migration and rural poverty in China," Journal of Comparative Economics, Elsevier, vol. 33(4), pages 688-709, December.
    2. Emily A. Beam & David McKenzie & Dean Yang, 2016. "Unilateral Facilitation Does Not Raise International Labor Migration from the Philippines," Economic Development and Cultural Change, University of Chicago Press, vol. 64(2), pages 323-368.
    3. 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.
    4. Alessandro Tarozzi & Jaikishan Desai & Kristin Johnson, 2015. "The Impacts of Microcredit: Evidence from Ethiopia," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 54-89, January.
    5. 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.
    6. Sergei Guriev & Elena Vakulenko, 2015. "Breaking Out of Poverty Traps," SciencePo Working papers Main hal-03392969, HAL.
    7. Angus Deaton, 2009. "Instruments of development: Randomization in the tropics, and the search for the elusive keys to economic development," Working Papers 1128, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
    8. Besley, Timothy, 1994. "How Do Market Failures Justify Interventions in Rural Credit Markets?," The World Bank Research Observer, World Bank, vol. 9(1), pages 27-47, January.
    9. 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.
    10. Dean Yang, 2008. "International Migration, Remittances and Household Investment: Evidence from Philippine Migrants’ Exchange Rate Shocks," Economic Journal, Royal Economic Society, vol. 118(528), pages 591-630, April.
    11. Christian Dustmann & Francesco Fasani & Xin Meng & Luigi Minale, 2023. "Risk Attitudes and Household Migration Decisions," Journal of Human Resources, University of Wisconsin Press, vol. 58(1), pages 112-145.
    12. World Bank, 2009. "China - From Poor Areas to Poor People : China’s Evolving Poverty Reduction Agenda - An Assessment of Poverty and Inequality in China," World Bank Publications - Reports 3031, The World Bank Group.
    13. Lasse Brune & Xavier Giné & Jessica Goldberg & Dean Yang, 2016. "Facilitating Savings for Agriculture: Field Experimental Evidence from Malawi," Economic Development and Cultural Change, University of Chicago Press, vol. 64(2), pages 187-220.
    14. Kaivan Munshi, 2011. "Strength in Numbers: Networks as a Solution to Occupational Traps," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(3), pages 1069-1101.
    15. Oriana Bandiera & Robin Burgess & Narayan Das & Selim Gulesci & Imran Rasul & Munshi Sulaiman, 2017. "Labor Markets and Poverty in Village Economies," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 811-870.
    16. Trevor Tombe & Xiaodong Zhu, 2019. "Trade, Migration, and Productivity: A Quantitative Analysis of China," American Economic Review, American Economic Association, vol. 109(5), pages 1843-1872, May.
    17. Britta Augsburg & Ralph De Haas & Heike Harmgart & Costas Meghir, 2015. "The Impacts of Microcredit: Evidence from Bosnia and Herzegovina," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 183-203, January.
    18. Eswaran, Mukesh & Kotwal, Ashok, 1986. "Access to Capital and Agrarian Production Organisation," Economic Journal, Royal Economic Society, vol. 96(382), pages 482-498, June.
    19. Townsend, Robert M, 1994. "Risk and Insurance in Village India," Econometrica, Econometric Society, vol. 62(3), pages 539-591, May.
    20. Manuela Angelucci & Dean Karlan & Jonathan Zinman, 2015. "Microcredit Impacts: Evidence from a Randomized Microcredit Program Placement Experiment by Compartamos Banco," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 151-182, January.
    21. Christopher Udry, 1994. "Risk and Insurance in a Rural Credit Market: An Empirical Investigation in Northern Nigeria," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(3), pages 495-526.
    22. Cynthia Kinnan & Robert Townsend, 2012. "Kinship and Financial Networks, Formal Financial Access, and Risk Reduction," American Economic Review, American Economic Association, vol. 102(3), pages 289-293, May.
    23. Kaivan Munshi & Mark Rosenzweig, 2016. "Networks and Misallocation: Insurance, Migration, and the Rural-Urban Wage Gap," American Economic Review, American Economic Association, vol. 106(1), pages 46-98, January.
    24. Stephen G. Donald & Kevin Lang, 2007. "Inference with Difference-in-Differences and Other Panel Data," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 221-233, May.
    25. Bruno Crépon & Florencia Devoto & Esther Duflo & William Parienté, 2015. "Estimating the Impact of Microcredit on Those Who Take It Up: Evidence from a Randomized Experiment in Morocco," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 123-150, January.
    26. Simon Franklin, 2015. "Location, search costs and youth unemployment: A randomized trial of transport subsidies in Ethiopia," CSAE Working Paper Series 2015-11, Centre for the Study of African Economies, University of Oxford.
    27. 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.
    28. Jing Cai, 2016. "The Impact of Insurance Provision on Household Production and Financial Decisions," American Economic Journal: Economic Policy, American Economic Association, vol. 8(2), pages 44-88, May.
    29. Pascaline Dupas & Jonathan Robinson, 2013. "Savings Constraints and Microenterprise Development: Evidence from a Field Experiment in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 163-192, January.
    30. 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.
    31. 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.
    32. 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.
    33. Guriev, Sergei & Vakulenko, Elena, 2015. "Breaking out of poverty traps: Internal migration and interregional convergence in Russia," Journal of Comparative Economics, Elsevier, vol. 43(3), pages 633-649.
    34. McKenzie, David & Gibson, John & Stillman, Steven, 2013. "A land of milk and honey with streets paved with gold: Do emigrants have over-optimistic expectations about incomes abroad?," Journal of Development Economics, Elsevier, vol. 102(C), pages 116-127.
    35. Suresh de Mel & David McKenzie & Christopher Woodruff, 2009. "Returns to Capital in Microenterprises: Evidence from a Field Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 423-423.
    36. David McKenzie & Hillel Rapoport, 2010. "Self-Selection Patterns in Mexico-U.S. Migration: The Role of Migration Networks," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 811-821, November.
    37. Orazio Attanasio & Britta Augsburg & Ralph De Haas & Emla Fitzsimons & Heike Harmgart, 2015. "The Impacts of Microfinance: Evidence from Joint-Liability Lending in Mongolia," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 90-122, January.
    38. 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.
    39. Miriam Bruhn & David McKenzie, 2009. "In Pursuit of Balance: Randomization in Practice in Development Field Experiments," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 200-232, October.
    40. World Bank, 2009. "China - From Poor Areas to Poor People : China's Evolving Poverty Reduction Agenda - An Assessment of Poverty and Inequality in China : Executive Summary," World Bank Publications - Reports 3199, The World Bank Group.
    41. Michael Clemens, 2011. "Economics and Emigration: Trillion-Dollar Bills on the Sidewalk? - Working Paper 264," Working Papers 264, Center for Global Development.
    42. repec:pri:cheawb:deaton%20instruments%20of%20development%20keynes%20lecture%202009 is not listed on IDEAS
    43. 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.
    44. 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.
    45. Giles, John, 2006. "Is life more risky in the open? Household risk-coping and the opening of China's labor markets," Journal of Development Economics, Elsevier, vol. 81(1), pages 25-60, October.
    46. Katz, Eliakim & Stark, Oded, 1987. "International Migration under Asymmetric Information," Economic Journal, Royal Economic Society, vol. 97(387), pages 718-726, September.
    47. M. Shahe Emran & A. K. M. Mahbub Morshed & Joseph E. Stiglitz, 2021. "Microfinance and missing markets," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(1), pages 34-67, February.
    48. Joseph P. Kaboski & Robert M. Townsend, 2012. "The Impact of Credit on Village Economies," American Economic Journal: Applied Economics, American Economic Association, vol. 4(2), pages 98-133, April.
    49. Abhijit Banerjee & Esther Duflo & Rachel Glennerster & Cynthia Kinnan, 2015. "The Miracle of Microfinance? Evidence from a Randomized Evaluation," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 22-53, January.
    50. repec:pri:cheawb:deaton%20instruments%20of%20development%20keynes%20lecture%202009.pdf is not listed on IDEAS
    51. Kraay, Aart & McKenzie, David, 2014. "Do poverty traps exist ?," Policy Research Working Paper Series 6835, The World Bank.
    52. McKenzie, David, 2012. "Beyond baseline and follow-up: The case for more T in experiments," Journal of Development Economics, Elsevier, vol. 99(2), pages 210-221.
    53. Bharadwaj, Prashant, 2015. "Fertility and rural labor market inefficiencies: Evidence from India," Journal of Development Economics, Elsevier, vol. 115(C), pages 217-232.
    54. Maitreesh Ghatak, 2015. "Theories of Poverty Traps and Anti-Poverty Policies," The World Bank Economic Review, World Bank, vol. 29(suppl_1), pages 77-105.
    55. Michael A. Clemens, 2011. "Economics and Emigration: Trillion-Dollar Bills on the Sidewalk?," Journal of Economic Perspectives, American Economic Association, vol. 25(3), pages 83-106, Summer.
    56. Banerjee, Abhijit V. & Duflo, Esther, 2005. "Growth Theory through the Lens of Development Economics," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 7, pages 473-552, Elsevier.
    57. repec:hal:spmain:info:hdl:2441/29rpk7q0oq98a9ckfivpgfdvo0 is not listed on IDEAS
    58. repec:pri:rpdevs:instruments_of_development.pdf is not listed on IDEAS
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    7. Marco Letta & Pierluigi Montalbano & Adriana Paolantonio, 2024. "Climate Immobility Traps: A Household-Level Test," Papers 2403.09470, arXiv.org.
    8. Licheng Xu & Xiaodong Du, 2022. "Land certification, rental market participation, and household welfare in rural China," Agricultural Economics, International Association of Agricultural Economists, vol. 53(1), pages 52-71, January.
    9. Chan Mono Oum & Gazi M. Hassan & Mark J. Holmes, 2022. "Impact of Microcredit on Labour Migration Decisions: Evidence from a Cambodian Household Survey," Working Papers in Economics 22/01, University of Waikato.
    10. Jin, Zhangfeng & Pan, Shiyuan, 2020. "Incentive Pay and Firm Productivity: Evidence from China," GLO Discussion Paper Series 479, Global Labor Organization (GLO).
    11. Xie, Gang & Zhang, Lei, 2022. "Effects of school closure on household labor supply: Evidence from rural China," China Economic Review, Elsevier, vol. 71(C).
    12. Wang, Qing & Zhang, Shiying, 2022. "Gender inequality in nutrition intake: Evidence from a large assistance program," Economics & Human Biology, Elsevier, vol. 45(C).
    13. Fuchs, Andreas & Gröger, André & Heidland, Tobias & Wellner, Lukas, 2023. "The effect of foreign aid on migration: Global micro evidence from world bank projects," Kiel Working Papers 2257, Kiel Institute for the World Economy (IfW Kiel).
    14. Selod, Harris & Shilpi, Forhad, 2021. "Rural-urban migration in developing countries: Lessons from the literature," Regional Science and Urban Economics, Elsevier, vol. 91(C).
    15. Clemens, Michael A., 2022. "Do Cash Transfers Deter Migration?," IZA Policy Papers 191, Institute of Labor Economics (IZA).
    16. Shu Cai & Albert Park & Winnie Yip, 2022. "Migration and experienced utility of left-behind parents: evidence from rural China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(3), pages 1225-1259, July.
    17. Federico Carril-Caccia & Jordi Paniagua & Marta Suarez-Varela, 2022. "Forced migration and food crises," Working Papers 2022.06, International Network for Economic Research - INFER.
    18. Marta Suárez-Varela, 2022. "The effect of food crises on international migration," Economic Bulletin, Banco de España, issue 3/2022.
    19. Lanati, Mauro & Sanfilippo, Marco & Santi, Filippo, 2023. "Aid and internal migration in Malawi," World Development, Elsevier, vol. 162(C).
    20. Khraiche, Maroula & Boudreau, James, 2020. "Can lower remittance costs improve human capital accumulation in Africa?," Journal of Policy Modeling, Elsevier, vol. 42(5), pages 1000-1021.
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    More about this item

    Keywords

    Migration; Microfinance; Misallocation; Liquidity constraints;
    All these keywords.

    JEL classification:

    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • 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
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • Q14 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Finance

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