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An Analysis of the Factors Influencing Choice of Microcredit Sources and Impact of Participation on Household Income

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  • Zhao Ding
  • Awudu Abdulai

Abstract

It is widely accepted that rural microcredit has the potential to contribute to poverty reduction in developing countries. This paper examines the factors that affect rural residents' decisions to participate in different types of microcredit sources and how these factors influence household income and consumption, using cross‐sectional data from a recent survey in China. We use a multinomial endogenous switching regression model to account for selection bias and treatment effects. The empirical findings indicate that family size, dependency ratio, local casual wage rate, credit information and shocks mainly determine the selection of different credit sources. Furthermore, the estimates reveal that participation of households in microcredit programmes contributes to an increase in both per capita income and consumption significantly. © 2020 John Wiley & Sons, Ltd.

Suggested Citation

  • Zhao Ding & Awudu Abdulai, 2020. "An Analysis of the Factors Influencing Choice of Microcredit Sources and Impact of Participation on Household Income," Journal of International Development, John Wiley & Sons, Ltd., vol. 32(4), pages 505-525, May.
    • Handle: RePEc:wly:jintdv:v:32:y:2020:i:4:p:505-525
    DOI: 10.1002/jid.3466
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    1. Khan Jahirul Islam & Wayne Simpson, 2018. "Payday Lending and Microcredit: Two Faces of the Same Problem?," Journal of International Development, John Wiley & Sons, Ltd., vol. 30(4), pages 584-614, May.
    2. Shawn Cole, 2009. "Fixing Market Failures or Fixing Elections? Agricultural Credit in India," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 219-250, January.
    3. Victor Owusu & Awudu Abdulai, 2019. "Examining the economic impacts of integrated pest management among vegetable farmers in Southern Ghana," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 62(11), pages 1886-1907, September.
    4. Mallick, Debdulal, 2012. "Microfinance and Moneylender Interest Rate: Evidence from Bangladesh," World Development, Elsevier, vol. 40(6), pages 1181-1189.
    5. Salvatore Di Falco & Marcella Veronesi & Mahmud Yesuf, 2011. "Does Adaptation to Climate Change Provide Food Security? A Micro-Perspective from Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(3), pages 825-842.
    6. François Bourguignon & Martin Fournier & Marc Gurgand, 2007. "Selection Bias Corrections Based On The Multinomial Logit Model: Monte Carlo Comparisons," Journal of Economic Surveys, Wiley Blackwell, vol. 21(1), pages 174-205, February.
    7. Mahjabeen, Rubana, 2008. "Microfinancing in Bangladesh: Impact on households, consumption and welfare," Journal of Policy Modeling, Elsevier, vol. 30(6), pages 1083-1092.
    8. Minh Chau Tran & Christopher E.C. Gan & Baiding Hu, 2016. "Credit constraints and their impact on farm household welfare," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 43(8), pages 782-803, August.
    9. Ma, Wanglin & Abdulai, Awudu, 2016. "Does cooperative membership improve household welfare? Evidence from apple farmers in China," Food Policy, Elsevier, vol. 58(C), pages 94-102.
    10. Imai, Katsushi S. & Arun, Thankom & Annim, Samuel Kobina, 2010. "Microfinance and Household Poverty Reduction: New Evidence from India," World Development, Elsevier, vol. 38(12), pages 1760-1774, December.
    11. 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.
    12. Miriam Bruhn & Inessa Love, 2014. "The Real Impact of Improved Access to Finance: Evidence from Mexico," Journal of Finance, American Finance Association, vol. 69(3), pages 1347-1376, June.
    13. Lahkar, Ratul & Pingali, Viswanath, 2016. "Expansion and welfare in microfinance: A screening model," Economic Modelling, Elsevier, vol. 53(C), pages 1-7.
    14. 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.
    15. M. Wakilur Rahman & Jianchao Luo & Zhao Minjuan, 2015. "Welfare Impacts of Microcredit Programmes: An Empirical Investigation in the State‐Designated Poor Counties of Shaanxi, China," Journal of International Development, John Wiley & Sons, Ltd., vol. 27(7), pages 1012-1026, October.
    16. Kimty Seng, 2018. "Revisiting Microcredit's Poverty†Reducing Promise: Evidence from Cambodia," Journal of International Development, John Wiley & Sons, Ltd., vol. 30(4), pages 615-642, May.
    17. 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.
    18. 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.
    19. Salvatore Di Falco & Marcella Veronesi, 2013. "How Can African Agriculture Adapt to Climate Change? A Counterfactual Analysis from Ethiopia," Land Economics, University of Wisconsin Press, vol. 89(4), pages 743-766.
    20. Erin Beck & Michael Aguilera & James Schintz, 2018. "Who Benefits? The Interactional Determinants of Microfinance’s Varied Effects," Journal of Development Studies, Taylor & Francis Journals, vol. 54(2), pages 235-255, February.
    21. 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.
    22. Mohamad D. Revindo & Christopher Gan, 2017. "Accessibility and Impact of Rural Credit Cooperatives Microcredit Programmes to Rural Households: A Case Study from Hubei Province, China," World Scientific Book Chapters, in: Microfinance in Asia, chapter 10, pages 319-336, World Scientific Publishing Co. Pte. Ltd..
    23. Dubin, Jeffrey A & McFadden, Daniel L, 1984. "An Econometric Analysis of Residential Electric Appliance Holdings and Consumption," Econometrica, Econometric Society, vol. 52(2), pages 345-362, March.
    24. Katherine Dineen & Quan V. Le, 2015. "The impact of an integrated microcredit program on the empowerment of women and gender equality in rural Vietnam," Journal of Developing Areas, Tennessee State University, College of Business, vol. 49(1), pages 23-38, January-M.
    25. Yuan, Yan & Xu, Lihe, 2015. "Are poor able to access the informal credit market? Evidence from rural households in China," China Economic Review, Elsevier, vol. 33(C), pages 232-246.
    26. Meghana Ayyagari & Asli Demirgüç-Kunt & Vojislav Maksimovic, 2010. "Formal versus Informal Finance: Evidence from China," The Review of Financial Studies, Society for Financial Studies, vol. 23(8), pages 3048-3097, August.
    27. Turvey, Calum G. & Kong, Rong, 2010. "Informal lending amongst friends and relatives: Can microcredit compete in rural China?," China Economic Review, Elsevier, vol. 21(4), pages 544-556, December.
    28. Kleemann, Linda & Abdulai, Awudu, 2013. "Organic certification, agro-ecological practices and return on investment: Evidence from pineapple producers in Ghana," Ecological Economics, Elsevier, vol. 93(C), pages 330-341.
    29. Menale Kassie & Hailemariam Teklewold & Paswel Marenya & Moti Jaleta & Olaf Erenstein, 2015. "Production Risks and Food Security under Alternative Technology Choices in Malawi: Application of a Multinomial Endogenous Switching Regression," Journal of Agricultural Economics, Wiley Blackwell, vol. 66(3), pages 640-659, September.
    30. Lee, Lung-Fei, 1978. "Unionism and Wage Rates: A Simultaneous Equations Model with Qualitative and Limited Dependent Variables," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(2), pages 415-433, June.
    31. 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.
    32. Mookherjee, D. & Motta, A., 2016. "A theory of interactions between MFIs and informal lenders," Journal of Development Economics, Elsevier, vol. 121(C), pages 191-200.
    33. Li, Xia & Gan, Christopher & Hu, Baiding, 2011. "The welfare impact of microcredit on rural households in China," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(4), pages 404-411, August.
    34. Parvathi, Priyanka & Waibel, Hermann, 2016. "Organic Agriculture and Fair Trade: A Happy Marriage? A Case Study of Certified Smallholder Black Pepper Farmers in India," World Development, Elsevier, vol. 77(C), pages 206-220.
    35. Becerril, Javier & Abdulai, Awudu, 2010. "The Impact of Improved Maize Varieties on Poverty in Mexico: A Propensity Score-Matching Approach," World Development, Elsevier, vol. 38(7), pages 1024-1035, July.
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    2. Ali, Williams & Abdulai, Awudu & Goetz, Renan & Owusu, Victor, 2021. "Risk, ambiguity and willingness to participate in crop insurance programs: Evidence from a field experiment," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 63(03), January.
    3. Cherry Wyle G. Layaoen & Kazushi Takahashi, 2022. "Can microfinance lending crowd out informal lenders? Evidence from the Philippines," Journal of International Development, John Wiley & Sons, Ltd., vol. 34(2), pages 379-414, March.
    4. Krumbiegel, Katharina & Tillie, Pascal, 2024. "Sustainable practices in cocoa production. The role of certification schemes and farmer cooperatives," Ecological Economics, Elsevier, vol. 222(C).

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