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Does the Caste of the Firm Owner Play a Role in Access to Finance for Small Enterprises? Evidence from India

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  • Rajesh Raj S. N.
  • Subash Sasidharan

Abstract

This study examines whether caste affiliation influences the ability to obtain credit from institutional sources. We employ Fourth All India Census of Micro, Small and Medium Enterprises 2006–2007 data to empirically verify this relationship. We conduct an econometric analysis of loan outcomes by the caste affiliation of the firm owner and observe that firms owned by socially disadvantaged groups have a lower probability of obtaining formal credit even after controlling for differences in creditworthiness and other factors. Our results also show that discrimination by formal credit institutions extends to the amount of the loan sanctioned. These results thus suggest that affirmative action programs in India have not had much impact on credit market access for socially marginalized entrepreneurs, and policymakers should address this concern by introducing special programs and regulatory incentives to encourage banks and others to increase their lending toward these disadvantaged groups.

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  • Rajesh Raj S. N. & Subash Sasidharan, 2018. "Does the Caste of the Firm Owner Play a Role in Access to Finance for Small Enterprises? Evidence from India," The Developing Economies, Institute of Developing Economies, vol. 56(4), pages 267-296, December.
  • Handle: RePEc:bla:deveco:v:56:y:2018:i:4:p:267-296
    DOI: 10.1111/deve.12183
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    as
    1. Arne Bigsten & Paul Collier & Stefan Dercon & Marcel Fafchamps & Bernard Gauthier & Jan Willem Gunning & Abena Oduro & Remco Oostendorp & Cathy Patillo & Måns S–derbom & Francis Teal & Albert Zeufack, 2003. "Credit Constraints in Manufacturing Enterprises in Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 12(1), pages 104-125, March.
    2. Mark Gertler & Simon Gilchrist, 1994. "Monetary Policy, Business Cycles, and the Behavior of Small Manufacturing Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 309-340.
    3. Faqin Lin, 2017. "Credit Constraints, Export Mode and Firm Performance: An Investigation of China's Private Enterprises," Pacific Economic Review, Wiley Blackwell, vol. 22(1), pages 123-143, February.
    4. 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.
    5. Thorsten Beck & Asli Demirguc‐Kunt & Luc Laeven & Ross Levine, 2008. "Finance, Firm Size, and Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(7), pages 1379-1405, October.
    6. David Blanchflower, 2009. "Minority self-employment in the United States and the impact of affirmative action programs," Annals of Finance, Springer, vol. 5(3), pages 361-396, June.
    7. Kausik Chaudhuri & Mary M. Cherical, 2012. "Credit rationing in rural credit markets of India," Applied Economics, Taylor & Francis Journals, vol. 44(7), pages 803-812, March.
    8. Elena Bardasi & Shwetlena Sabarwal & Katherine Terrell, 2011. "How do female entrepreneurs perform? Evidence from three developing regions," Small Business Economics, Springer, vol. 37(4), pages 417-441, November.
    9. N. Berger, Allen & F. Udell, Gregory, 1998. "The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 613-673, August.
    10. Sunil Mitra Kumar, 2016. "Why does caste still influence access to agricultural credit?," WIDER Working Paper Series 086, World Institute for Development Economic Research (UNU-WIDER).
    11. Ashwini Deshpande & Smriti Sharma, 2016. "Disadvantage and discrimination in self-employment: caste gaps in earnings in Indian small businesses," Small Business Economics, Springer, vol. 46(2), pages 325-346, February.
    12. Sunil Mitra Kumar, 2016. "Why does caste still influence access to agricultural credit?," WIDER Working Paper Series wp-2016-86, World Institute for Development Economic Research (UNU-WIDER).
    13. Robin Burgess & Rohini Pande & Grace Wong, 2005. "Banking for the Poor: Evidence From India," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 268-278, 04/05.
    14. Verheul, Ingrid & Thurik, Roy, 2001. "Start-Up Capital: "Does Gender Matter?"," Small Business Economics, Springer, vol. 16(4), pages 329-345, June.
    15. David G. Blanchflower & Phillip B. Levine & David J. Zimmerman, 2003. "Discrimination in the Small-Business Credit Market," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 930-943, November.
    16. Van de Ven, Wynand P. M. M. & Van Praag, Bernard M. S., 1981. "The demand for deductibles in private health insurance : A probit model with sample selection," Journal of Econometrics, Elsevier, vol. 17(2), pages 229-252, November.
    17. Christopher J. Green & Colin H. Kirkpatrick & Victor Murinde, 2006. "Finance for small enterprise growth and poverty reduction in developing countries," Journal of International Development, John Wiley & Sons, Ltd., vol. 18(7), pages 1017-1030.
    18. Cavalluzzo, Ken S & Cavalluzzo, Linda C, 1998. "Market Structure and Discrimination: The Case of Small Businesses," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(4), pages 771-792, November.
    19. Andrea F. Presbitero & Roberta Rabellotti, 2016. "The Determinants of Firm Access to Credit in Latin America: Micro Characteristics and Market Structure," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 45(3), pages 445-472, November.
    20. Blandina Oliveira & Adelino Fortunato, 2006. "Firm Growth and Liquidity Constraints: A Dynamic Analysis," Small Business Economics, Springer, vol. 27(2), pages 139-156, October.
    21. Raymond Fisman & Daniel Paravisini & Vikrant Vig, 2017. "Cultural Proximity and Loan Outcomes," American Economic Review, American Economic Association, vol. 107(2), pages 457-492, February.
    22. Ken Cavalluzzo & John Wolken, 2005. "Small Business Loan Turndowns, Personal Wealth, and Discrimination," The Journal of Business, University of Chicago Press, vol. 78(6), pages 2153-2178, November.
    23. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    24. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    25. Kumar, Sunil Mitra, 2013. "Does Access to Formal Agricultural Credit Depend on Caste?," World Development, Elsevier, vol. 43(C), pages 315-328.
    26. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    27. Banerjee, Biswajit & Knight, J. B., 1985. "Caste discrimination in the Indian urban labour market," Journal of Development Economics, Elsevier, vol. 17(3), pages 277-307, April.
    28. Kumar, Anjani & Mishra, Ashok K. & Saroj, Sunil & Joshi, P.K., 2017. "Institutional versus non-institutional credit to agricultural households in India: Evidence on impact from a national farmers’ survey," Economic Systems, Elsevier, vol. 41(3), pages 420-432.
    29. Elizabeth Asiedu & James A. Freeman & Akwasi Nti-Addae, 2012. "Access to Credit by Small Businesses: How Relevant Are Race, Ethnicity, and Gender?," American Economic Review, American Economic Association, vol. 102(3), pages 532-537, May.
    30. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    31. Jones, Andrew M, 1989. "A Double-Hurdle Model of Cigarette Consumption," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 4(1), pages 23-39, Jan.-Mar..
    32. Christoph Engel & Peter G. Moffatt, 2014. "dhreg, xtdhreg, and bootdhreg: Commands to implement double-hurdle regression," Stata Journal, StataCorp LP, vol. 14(4), pages 778-797, December.
    33. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    34. Kailas Sarap, 1990. "Factors Affecting Small Farmers' Access to Institutional Credit in Rural Orissa, India," Development and Change, International Institute of Social Studies, vol. 21(2), pages 281-307, April.
    35. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    36. Abhijit Banerjee & Kaivan Munshi, 2004. "How Efficiently is Capital Allocated? Evidence from the Knitted Garment Industry in Tirupur," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(1), pages 19-42.
    37. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    38. Blanchard, Lloyd & Zhao, Bo & Yinger, John, 2008. "Do lenders discriminate against minority and woman entrepreneurs?," Journal of Urban Economics, Elsevier, vol. 63(2), pages 467-497, March.
    39. Rajesh S. N. Raj & Kunal Sen, 2015. "Finance Constraints and Firm Transition in the Informal Sector: Evidence from Indian Manufacturing," Oxford Development Studies, Taylor & Francis Journals, vol. 43(1), pages 123-143, March.
    40. P G Moffatt, 2005. "Hurdle models of loan default," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(9), pages 1063-1071, September.
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    3. Kara, Alper & Zhou, Haoyong & Zhou, Yifan, 2021. "Achieving the United Nations' sustainable development goals through financial inclusion: A systematic literature review of access to finance across the globe," International Review of Financial Analysis, Elsevier, vol. 77(C).

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