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The Effects of Access to Credit on Productivity: Separating Technological Changes from Changes in Technical Efficiency

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  • Nusrat Abedin Jimi
  • Plamen Nikolov
  • Mohammad Abdul Malek
  • Subal Kumbhakar

Abstract

Improving productivity among microenterprises is important, especially in low-income countries where market imperfections are pervasive, and resources are scarce. Relaxing credit constraints can increase the productivity of microenterprises. Using a field experiment involving agricultural microenterprises in Bangladesh, we estimated the impact of access to credit on the overall productivity of rice farmers and disentangled the total effect into technological change (frontier shift) and technical efficiency changes. We found that relative to the baseline rice output per decimal, access to credit resulted in, on average, approximately a 14 percent increase in yield, holding all other inputs constant. After decomposing the total effect into the frontier shift and efficiency improvement, we found that, on average, around 11 percent of the increase in output came from changes in technology, or frontier shift, while the remaining 3 percent was attributed to improvements in technical efficiency. The efficiency gain was higher for modern hybrid rice varieties, and almost zero for traditional rice varieties. Within the treatment group, the effect was greater among pure tenant and mixed-tenant microenterprise households compared with microenterprises that only cultivated their own land.

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  • Nusrat Abedin Jimi & Plamen Nikolov & Mohammad Abdul Malek & Subal Kumbhakar, 2019. "The Effects of Access to Credit on Productivity: Separating Technological Changes from Changes in Technical Efficiency," Working Papers 2019-052, Human Capital and Economic Opportunity Working Group.
  • Handle: RePEc:hka:wpaper:2019-052
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    as
    1. Dercon, Stefan & Christiaensen, Luc, 2011. "Consumption risk, technology adoption and poverty traps: Evidence from Ethiopia," Journal of Development Economics, Elsevier, vol. 96(2), pages 159-173, November.
    2. Chakravarty, Shubha & Lundberg, Mattias & Nikolov, Plamen & Zenker, Juliane, 2019. "Vocational training programs and youth labor market outcomes: Evidence from Nepal," Journal of Development Economics, Elsevier, vol. 136(C), pages 71-110.
    3. Dean Karlan & Martin Valdivia, 2011. "Teaching Entrepreneurship: Impact of Business Training on Microfinance Clients and Institutions," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 510-527, May.
    4. Lori Beaman & Jeremy Magruder, 2012. "Who Gets the Job Referral? Evidence from a Social Networks Experiment," American Economic Review, American Economic Association, vol. 102(7), pages 3574-3593, December.
    5. Karlan, Dean S. & Zinman, Jonathan, 2009. "Expanding Microenterprise Credit Access: Using Randomized Supply Decisions to Estimate the Impacts in Manila," Center Discussion Papers 52600, Yale University, Economic Growth Center.
    6. David McKenzie & Christopher Woodruff, 2008. "Experimental Evidence on Returns to Capital and Access to Finance in Mexico," The World Bank Economic Review, World Bank, vol. 22(3), pages 457-482, November.
    7. Toshio Kondo & Aniceto Orbeta Jr. & Clarence Dingcong & Christine Infantado, 2008. "Impact of Microfinance on Rural Households in the Philippines," Development Economics Working Papers 22639, East Asian Bureau of Economic Research.
    8. Udry, Christopher, 1996. "Gender, Agricultural Production, and the Theory of the Household," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 1010-1046, October.
    9. Dean Karlan & Robert Osei & Isaac Osei-Akoto & Christopher Udry, 2014. "Agricultural Decisions after Relaxing Credit and Risk Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 597-652.
    10. Glenn W. Harrison & John A. List, 2004. "Field Experiments," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1009-1055, December.
    11. Alejandro Drexler & Greg Fischer & Antoinette Schoar, 2014. "Keeping It Simple: Financial Literacy and Rules of Thumb," American Economic Journal: Applied Economics, American Economic Association, vol. 6(2), pages 1-31, April.
    12. Abhijit Vinayak Banerjee, 2013. "Microcredit Under the Microscope: What Have We Learned in the Past Two Decades, and What Do We Need to Know?," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 487-519, May.
    13. repec:idb:brikps:50698 is not listed on IDEAS
    14. 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.
    15. Ganesh-Kumar, A. & Prasad, Sanjay K. & Pullabhotla, Hemant, 2012. "Supply and Demand for Cereals in Bangladesh: 2010–2030:," IFPRI discussion papers 1186, International Food Policy Research Institute (IFPRI).
    16. Karlan, Dean & Zinman, Jonathan, 2009. "Expanding Microenterprise Credit Access: Randomized Supply Decisions to Estimate the Impacts in Manila," Working Papers 68, Yale University, Department of Economics.
    17. Plamen Nikolov, 2018. "Time Delay and Investment Decisions: Evidence from An Experiment in Tanzania," Economics Bulletin, AccessEcon, vol. 38(2), pages 1124-1137.
    18. 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.
    19. Montgomery, Heather & Weiss, John, 2011. "Can Commercially-oriented Microfinance Help Meet the Millennium Development Goals? Evidence from Pakistan," World Development, Elsevier, vol. 39(1), pages 87-109, January.
    20. Boris Bravo-Ureta & Daniel Solís & Víctor Moreira López & José Maripani & Abdourahmane Thiam & Teodoro Rivas, 2007. "Technical efficiency in farming: a meta-regression analysis," Journal of Productivity Analysis, Springer, vol. 27(1), pages 57-72, February.
    21. Signe-Mary McKernan, 2002. "The Impact Of Microcredit Programs On Self-Employment Profits: Do Noncredit Program Aspects Matter?," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 93-115, February.
    22. Shenggen Fan & Connie Chan‐Kang, 2005. "Is small beautiful? Farm size, productivity, and poverty in Asian agriculture," Agricultural Economics, International Association of Agricultural Economists, vol. 32(s1), pages 135-146, January.
    23. David Roodman & Jonathan Morduch, 2014. "The Impact of Microcredit on the Poor in Bangladesh: Revisiting the Evidence," Journal of Development Studies, Taylor & Francis Journals, vol. 50(4), pages 583-604, April.
    24. Stéphane Blancard & Jean-Philippe Boussemart & Walter Briec & Kristiaan Kerstens, 2006. "Short- and Long-Run Credit Constraints in French Agriculture: A Directional Distance Function Framework Using Expenditure-Constrained Profit Functions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(2), pages 351-364.
    25. Eswaran, Mukesh & Kotwal, Ashok, 1989. "Credit as insurance in agrarian economies," Journal of Development Economics, Elsevier, vol. 31(1), pages 37-53, July.
    26. Stephen R. Boucher & Michael R. Carter & Catherine Guirkinger, 2008. "Risk Rationing and Wealth Effects in Credit Markets: Theory and Implications for Agricultural Development," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(2), pages 409-423.
    27. Nicholas Bloom & John Van Reenen, 2010. "Why Do Management Practices Differ across Firms and Countries?," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 203-224, Winter.
    28. Udry, Christopher & Hoddinott, John & Alderman, Harold & Haddad, Lawrence, 1995. "Gender differentials in farm productivity: implications for household efficiency and agricultural policy," Food Policy, Elsevier, vol. 20(5), pages 407-423, October.
    29. 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.
    30. 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.
    31. Sophia Davidova & Laure Latruffe, 2007. "Relationships between Technical Efficiency and Financial Management for Czech Republic Farms," Journal of Agricultural Economics, Wiley Blackwell, vol. 58(2), pages 269-288, June.
    32. repec:idb:brikps:21138 is not listed on IDEAS
    33. Liu, Zinan & Zhuang, Juzhong, 2000. "Determinants of Technical Efficiency in Post-Collective Chinese Agriculture: Evidence from Farm-Level Data," Journal of Comparative Economics, Elsevier, vol. 28(3), pages 545-564, September.
    34. Marup Hossain & Mohammad Abdul Malek & Amzad Hossain & Hasib Reza & Shakil Ahmed, 2016. "Impact Assessment of Credit Program for Tenant Farmers in Bangladesh: Evidence from a Field Experiment," CIRJE F-Series CIRJE-F-1025, CIRJE, Faculty of Economics, University of Tokyo.
    35. Miriam Bruhn & Dean Karlan & Antoinette Schoar, 2010. "What Capital Is Missing in Developing Countries?," American Economic Review, American Economic Association, vol. 100(2), pages 629-633, May.
    36. Bernhard Brümmer & Jens‐Peter Loy, 2000. "The Technical Efficiency Impact of Farm Credit Programmes: A Case Study of Northern Germany," Journal of Agricultural Economics, Wiley Blackwell, vol. 51(3), pages 405-418, September.
    37. Plamen Nikolov & Nusrat Jimi, 2018. "What factors drive individual misperceptions of the returns to schooling in Tanzania? Some lessons for education policy," Applied Economics, Taylor & Francis Journals, vol. 50(44), pages 4705-4723, September.
    38. Catherine Guirkinger & Stephen R. Boucher, 2008. "Credit constraints and productivity in Peruvian agriculture," Agricultural Economics, International Association of Agricultural Economists, vol. 39(3), pages 295-308, November.
    39. 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.
    40. Singh, Inderjit & Squire, Lyn & Strauss, John, 1986. "A Survey of Agricultural Household Models: Recent Findings and Policy Implications," The World Bank Economic Review, World Bank, vol. 1(1), pages 149-179, September.
    41. Boucher, Stephen R. & Carter, Michael R. & Guirkinger, Catherine, 2008. "AJAE Appendix: Risk Rationing and Wealth Effects in Credit Markets: Theory and Implications for Agriculture Development," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 90(2), pages 1-6.
    42. Daniel S. Nagin & James B. Rebitzer & Seth Sanders & Lowell J. Taylor, 2002. "Monitoring, Motivation, and Management: The Determinants of Opportunistic Behavior in a Field Experiment," American Economic Review, American Economic Association, vol. 92(4), pages 850-873, September.
    43. 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.
    44. Kumbhakar,Subal C. & Wang,Hung-Jen & Horncastle,Alan P., 2015. "A Practitioner's Guide to Stochastic Frontier Analysis Using Stata," Cambridge Books, Cambridge University Press, number 9781107029514, October.
    45. Karlan, Dean & Knight, Ryan & Udry, Christopher, 2015. "Consulting and capital experiments with microenterprise tailors in Ghana," Journal of Economic Behavior & Organization, Elsevier, vol. 118(C), pages 281-302.
    46. Dean S. Karlan & Jonathan Zinman, 2008. "Credit Elasticities in Less-Developed Economies: Implications for Microfinance," American Economic Review, American Economic Association, vol. 98(3), pages 1040-1068, June.
    47. Bruce Shearer, 2004. "Piece Rates, Fixed Wages and Incentives: Evidence from a Field Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(2), pages 513-534.
    48. Abhijit Banerjee & Dean Karlan & Jonathan Zinman, 2015. "Six Randomized Evaluations of Microcredit: Introduction and Further Steps," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 1-21, January.
    49. Timothy G. Taylor & H. Evan Drummond & Aloisio T. Gomes, 1986. "Agricultural Credit Programs and Production Efficiency: An Analysis of Traditional Farming in Southeastern Minas Gerais, Brazil," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(1), pages 110-119.
    50. Ayyagari, Meghana & Beck, Thorsten & Demirguc-Kunt, Asl, 2003. "Small and medium enterprises across the globe : a new database," Policy Research Working Paper Series 3127, The World Bank.
    51. Zahidul Islam, K.M. & Sumelius, John & Bäckman, Stefan, 2012. "Do differences in technical efficiency explain the adoption rate of HYV rice? Evidence from Bangladesh," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 13(1), pages 1-18.
    52. Marup Hossain & Mohammad Abdul Malek & Md Amzad Hossain & Md Hasib Reza & Md Shakil Ahmed, 2019. "Agricultural Microcredit for Tenant Farmers: Evidence from a Field Experiment in Bangladesh," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(3), pages 692-709.
    53. Hadley, David & Shankar, Bhavani & Thirtle, Colin G. & Coelli, Tim J., 2001. "Financial Exposure, Technical Change And Farm Efficiency: Evidence From The England And Wales Dairy Sector," 2001 Annual meeting, August 5-8, Chicago, IL 20656, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    54. Cornia, Giovanni Andrea, 1985. "Farm size, land yields and the agricultural production function: An analysis for fifteen developing countries," World Development, Elsevier, vol. 13(4), pages 513-534, April.
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    More about this item

    Keywords

    field experiment; microfinance; credit; Efficiency; productivity; farmers; South Asia;
    All these keywords.

    JEL classification:

    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity
    • D20 - Microeconomics - - Production and Organizations - - - General
    • H81 - Public Economics - - Miscellaneous Issues - - - Governmental Loans; Loan Guarantees; Credits; Grants; Bailouts
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets

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