IDEAS home Printed from https://ideas.repec.org/a/wly/jintdv/v35y2023i7p1731-1752.html
   My bibliography  Save this article

Gender and discouraged borrowers: Evidence from India

Author

Listed:
  • Saibal Ghosh

Abstract

Using cross‐section data on small and medium enterprises (SMEs), the paper examines the importance of gender on discouraged borrowers in India. We distinguish the role of women across various capacities, such as owner, manager and owner‐manager. Controlling for potential endogeneity, the findings indicate that firms with women managers and those where women perform dual roles are more likely to be discouraged from borrowing. Furthermore, we show that interest rates and procedural complexities to be the key reasons that inhibit borrowing. Robustness tests lend credence to these findings.

Suggested Citation

  • Saibal Ghosh, 2023. "Gender and discouraged borrowers: Evidence from India," Journal of International Development, John Wiley & Sons, Ltd., vol. 35(7), pages 1731-1752, October.
  • Handle: RePEc:wly:jintdv:v:35:y:2023:i:7:p:1731-1752
    DOI: 10.1002/jid.3748
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/jid.3748
    Download Restriction: no

    File URL: https://libkey.io/10.1002/jid.3748?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. Berger, Allen N. & Klapper, Leora F. & Udell, Gregory F., 2001. "The ability of banks to lend to informationally opaque small businesses," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2127-2167, December.
    2. Reyes Aterido & Mary Hallward-Driemeier & Carmen Pagés, 2011. "Big Constraints to Small Firms' Growth? Business Environment and Employment Growth across Firms," Economic Development and Cultural Change, University of Chicago Press, vol. 59(3), pages 609-647.
    3. de la Torre, Augusto & Martínez Pería, María Soledad & Schmukler, Sergio L., 2010. "Bank involvement with SMEs: Beyond relationship lending," Journal of Banking & Finance, Elsevier, vol. 34(9), pages 2280-2293, September.
    4. Han, Liang & Fraser, Stuart & Storey, David J., 2009. "Are good or bad borrowers discouraged from applying for loans? Evidence from US small business credit markets," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 415-424, February.
    5. 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.
    6. Grimm, Michael & Knorringa, Peter & Lay, Jann, 2012. "Constrained Gazelles: High Potentials in West Africa’s Informal Economy," World Development, Elsevier, vol. 40(7), pages 1352-1368.
    7. Ghani, Ejaz & Kerr, William R. & O'Connell, Stephen D., 2014. "Political reservations and women's entrepreneurship in India," Journal of Development Economics, Elsevier, vol. 108(C), pages 138-153.
    8. Barbara J. Orser & Allan L. Riding & Kathryn Manley, 2006. "Women Entrepreneurs and Financial Capital," Entrepreneurship Theory and Practice, , vol. 30(5), pages 643-665, September.
    9. Beck, Thorsten & Demirguc-Kunt, Asli & Laeven, Luc & Maksimovic, Vojislav, 2006. "The determinants of financing obstacles," Journal of International Money and Finance, Elsevier, vol. 25(6), pages 932-952, October.
    10. Viral V. Acharya & Ramin P. Baghai & Krishnamurthy V. Subramanian, 2013. "Labor Laws and Innovation," Journal of Law and Economics, University of Chicago Press, vol. 56(4), pages 997-1037.
    11. Berger, Allen N. & Udell, Gregory F., 2006. "A more complete conceptual framework for SME finance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2945-2966, November.
    12. Ben S. Bernanke & Mark Gertler, 1995. "Inside the Black Box: The Credit Channel of Monetary Policy Transmission," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 27-48, Fall.
    13. Anoosheh Rostamkalaei & Miwako Nitani & Allan Riding, 2020. "Borrower discouragement: the role of informal turndowns," Small Business Economics, Springer, vol. 54(1), pages 173-188, January.
    14. Alberto F. Alesina & Francesca Lotti & Paolo Emilio Mistrulli, 2013. "Do Women Pay More For Credit? Evidence From Italy," Journal of the European Economic Association, European Economic Association, vol. 11, pages 45-66, January.
    15. Kon, Y & Storey, D J, 2003. "A Theory of Discouraged Borrowers," Small Business Economics, Springer, vol. 21(1), pages 37-49, August.
    16. Lee, Neil & Sameen, Hiba & Cowling, Marc, 2015. "Access to finance for innovative SMEs since the financial crisis," Research Policy, Elsevier, vol. 44(2), pages 370-380.
    17. Robert Fairlie & Alicia Robb, 2009. "Gender differences in business performance: evidence from the Characteristics of Business Owners survey," Small Business Economics, Springer, vol. 33(4), pages 375-395, December.
    18. In Lee & Matthew Marvel, 2014. "Revisiting the entrepreneur gender–performance relationship: a firm perspective," Small Business Economics, Springer, vol. 42(4), pages 769-786, April.
    19. Powell, Melanie & Ansic, David, 1997. "Gender differences in risk behaviour in financial decision-making: An experimental analysis," Journal of Economic Psychology, Elsevier, vol. 18(6), pages 605-628, November.
    20. Diamond, Douglas W, 1991. "Monitoring and Reputation: The Choice between Bank Loans and Directly Placed Debt," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 689-721, August.
    21. Steven Ongena & Alexander Popov, 2016. "Gender Bias and Credit Access," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(8), pages 1691-1724, December.
    22. Robert E. Carpenter & Bruce C. Petersen, 2002. "Is The Growth Of Small Firms Constrained By Internal Finance?," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 298-309, May.
    23. 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.
    24. Cowling, Marc & Taylor, Mark, 2001. "Entrepreneurial Women and Men: Two Different Species?," Small Business Economics, Springer, vol. 16(3), pages 167-175, May.
    25. Clarke, George R.G. & Cull, Robert & Martinez Peria, Maria Soledad, 2006. "Foreign bank participation and access to credit across firms in developing countries," Journal of Comparative Economics, Elsevier, vol. 34(4), pages 774-795, December.
    26. Muravyev, Alexander & Talavera, Oleksandr & Schäfer, Dorothea, 2009. "Entrepreneurs' gender and financial constraints: Evidence from international data," Journal of Comparative Economics, Elsevier, vol. 37(2), pages 270-286, June.
    27. Meghana Ayyagari & Asli Demirgüç-Kunt & Vojislav Maksimovic, 2008. "How Important Are Financing Constraints? The Role of Finance in the Business Environment," The World Bank Economic Review, World Bank, vol. 22(3), pages 483-516, November.
    28. Silvia Ardagna & Annamaria Lusardi, 2010. "Heterogeneity in the Effect of Regulation on Entrepreneurship and Entry Size," Journal of the European Economic Association, MIT Press, vol. 8(2-3), pages 594-605, 04-05.
    29. Andrea F. Presbitero & Roberta Rabellotti & Claudia Piras, 2014. "Barking up the Wrong Tree? Measuring Gender Gaps in Firm's Access to Finance," Journal of Development Studies, Taylor & Francis Journals, vol. 50(10), pages 1430-1444, November.
    30. Giovanni Dell'Ariccia & Luc Laeven & Gustavo A. Suarez, 2017. "Bank Leverage and Monetary Policy's Risk-Taking Channel: Evidence from the United States," Journal of Finance, American Finance Association, vol. 72(2), pages 613-654, April.
    31. Gama, Ana Paula Matias & Duarte, Fábio Dias & Esperança, José Paulo, 2017. "Why discouraged borrowers exist? An empirical (re)examination from less developed countries," Emerging Markets Review, Elsevier, vol. 33(C), pages 19-41.
    32. Chakravarty, Sugato & Xiang, Meifang, 2013. "The international evidence on discouraged small businesses," Journal of Empirical Finance, Elsevier, vol. 20(C), pages 63-82.
    33. Beck, Thorsten & Behr, Patrick & Madestam, Andreas, 2018. "Sex and credit: Do gender interactions matter for credit market outcomes?," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 380-396.
    34. Ghosh, Saibal & Vinod, D., 2017. "What Constrains Financial Inclusion for Women? Evidence from Indian Micro data," World Development, Elsevier, vol. 92(C), pages 60-81.
    35. BodenJR., Richard J. & Nucci, Alfred R., 2000. "On the survival prospects of men's and women's new business ventures," Journal of Business Venturing, Elsevier, vol. 15(4), pages 347-362, July.
    36. Tullio Jappelli, 1990. "Who is Credit Constrained in the U. S. Economy?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(1), pages 219-234.
    37. Marc Cowling & Weixi Liu & Maria Minniti & Ning Zhang, 2016. "UK credit and discouragement during the GFC," Small Business Economics, Springer, vol. 47(4), pages 1049-1074, December.
    38. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, September.
    39. Leora F. Klapper & Simon C. Parker, 2011. "Gender and the Business Environment for New Firm Creation," The World Bank Research Observer, World Bank, vol. 26(2), pages 237-257, August.
    40. Meghana Ayyagari & Asli Demirguc-Kunt & Vojislav Maksimovic, 2014. "Who creates jobs in developing countries?," Small Business Economics, Springer, vol. 43(1), pages 75-99, June.
    41. Ken S. Cavalluzzo, 2002. "Competition, Small Business Financing, and Discrimination: Evidence from a New Survey," The Journal of Business, University of Chicago Press, vol. 75(4), pages 641-680, October.
    42. Thorsten Beck & Asli Demirguc-Kunt & Ross Levine, 2005. "SMEs, Growth, and Poverty: Cross-Country Evidence," Journal of Economic Growth, Springer, vol. 10(3), pages 199-229, September.
    43. Thorsten Beck & Asli Demirgüç-Kunt, 2004. "SMEs, Growth, and Poverty," World Bank Publications - Reports 11278, The World Bank Group.
    44. de Haas, Ralph & van Lelyveld, Iman, 2006. "Foreign banks and credit stability in Central and Eastern Europe. A panel data analysis," Journal of Banking & Finance, Elsevier, vol. 30(7), pages 1927-1952, July.
    45. Susan Coleman & Alicia Robb, 2009. "A comparison of new firm financing by gender: evidence from the Kauffman Firm Survey data," Small Business Economics, Springer, vol. 33(4), pages 397-411, December.
    46. Kausik Chaudhuri & Subash Sasidharan & Rajesh Seethamma Natarajan Raj, 2020. "Gender, small firm ownership, and credit access: some insights from India," Small Business Economics, Springer, vol. 54(4), pages 1165-1181, April.
    47. Gormley, Todd A., 2010. "The impact of foreign bank entry in emerging markets: Evidence from India," Journal of Financial Intermediation, Elsevier, vol. 19(1), pages 26-51, January.
    48. Fama, Eugene F & Jensen, Michael C, 1983. "Separation of Ownership and Control," Journal of Law and Economics, University of Chicago Press, vol. 26(2), pages 301-325, June.
    49. Mark Freel & Sara Carter & Stephen Tagg & Colin Mason, 2012. "The latent demand for bank debt: characterizing “discouraged borrowers”," Small Business Economics, Springer, vol. 38(4), pages 399-418, May.
    50. Berger, Allen N. & Klapper, Leora F. & Martinez Peria, Maria Soledad & Zaidi, Rida, 2008. "Bank ownership type and banking relationships," Journal of Financial Intermediation, Elsevier, vol. 17(1), pages 37-62, January.
    51. Cole, Rebel & Sokolyk, Tatyana, 2016. "Who needs credit and who gets credit? Evidence from the surveys of small business finances," Journal of Financial Stability, Elsevier, vol. 24(C), pages 40-60.
    52. Jeni Klugman & Lucia Hanmer & Sarah Twigg & Tazeen Hasan & Jennifer McCleary-Sills & Julieth Santamaria, 2014. "Voice and Agency : Empowering Women and Girls for Shared Prosperity," World Bank Publications - Books, The World Bank Group, number 19036, December.
    53. Sara Poggesi & Michela Mari & Luisa Vita, 2016. "What’s new in female entrepreneurship research? Answers from the literature," International Entrepreneurship and Management Journal, Springer, vol. 12(3), pages 735-764, September.
    54. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    55. Besley, Timothy, 1995. "Property Rights and Investment Incentives: Theory and Evidence from Ghana," Journal of Political Economy, University of Chicago Press, vol. 103(5), pages 903-937, October.
    56. Francesco Barbera & Ken Moores, 2013. "Firm ownership and productivity: a study of family and non-family SMEs," Small Business Economics, Springer, vol. 40(4), pages 953-976, May.
    Full references (including those not matched with items on IDEAS)

    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. Saibal Ghosh, 2022. "Financing obstacles for SMEs: the role of politics," Journal of Global Entrepreneurship Research, Springer;UNESCO Chair in Entrepreneurship, vol. 12(1), pages 329-340, December.
    2. Emma Galli & Danilo V. Mascia & Stefania P. S. Rossi, 2020. "Bank credit constraints for women‐led SMEs: Self‐restraint or lender bias?," European Financial Management, European Financial Management Association, vol. 26(4), pages 1147-1188, September.
    3. Ross Brown & José M. Liñares-Zegarra & John O.S. Wilson, 2022. "Innovation and borrower discouragement in SMEs," Small Business Economics, Springer, vol. 59(4), pages 1489-1517, December.
    4. Kallandranis, Christos & Anastasiou, Dimitrios & Drakos, Konstantinos, 2023. "Credit rationing prevalence for Eurozone firms," Journal of Business Research, Elsevier, vol. 158(C).
    5. Reto Wernli & Andreas Dietrich, 2022. "Only the brave: improving self-rationing efficiency among discouraged Swiss SMEs," Small Business Economics, Springer, vol. 59(3), pages 977-1003, October.
    6. Naegels, Vanessa & Mori, Neema & D'Espallier, Bert, 2022. "The process of female borrower discouragement," Emerging Markets Review, Elsevier, vol. 50(C).
    7. Bertrand, Jérémie & Perrin, Caroline, 2022. "Girls Just Wanna Have Funds? The effect of women-friendly legislation on female-led firms’ access to credit," International Review of Law and Economics, Elsevier, vol. 72(C).
    8. Gama, Ana Paula Matias & Duarte, Fábio Dias & Esperança, José Paulo, 2017. "Why discouraged borrowers exist? An empirical (re)examination from less developed countries," Emerging Markets Review, Elsevier, vol. 33(C), pages 19-41.
    9. Jean-Christophe Statnik & Thi-Le-Giang Vu & Laurent Weill, 2023. "Does Corruption Discourage More Female Entrepreneurs from Applying for Credit?," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 65(1), pages 1-28, March.
    10. Kallandranis, Christos & Drakos, Konstantinos, 2021. "Self-Rationing in European Businesses: Evidence from Survey Analysis," Finance Research Letters, Elsevier, vol. 41(C).
    11. Caglayan, Mustafa & Talavera, Oleksandr & Xiong, Lin, 2022. "Female small business owners in China: Discouraged, not discriminated," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 80(C).
    12. Ana Mol-Gómez-Vázquez & Ginés Hernández-Cánovas & Johanna Koëter-Kant, 2022. "Banking stability and borrower discouragement: a multilevel analysis for SMEs in the EU-28," Small Business Economics, Springer, vol. 58(3), pages 1579-1593, March.
    13. Hang Thu Nguyen & Hiep Manh Nguyen & Michael Troege & Anh T. H. Nguyen, 2021. "Debt aversion, education, and credit self-rationing in SMEs," Small Business Economics, Springer, vol. 57(3), pages 1125-1143, October.
    14. Chakravarty, Sugato & Xiang, Meifang, 2013. "The international evidence on discouraged small businesses," Journal of Empirical Finance, Elsevier, vol. 20(C), pages 63-82.
    15. Mallik, Girijasankar & Nguyen, Duc Nguyen & Chowdhury, Anis, 2022. "Does firm size really affect the outcome of loan applications?," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 806-820.
    16. Song Zhang & Liang Han & Konstantinos Kallias & Antonios Kallias, 2021. "The value of in-person banking: evidence from U.S. small businesses," Review of Quantitative Finance and Accounting, Springer, vol. 57(4), pages 1393-1435, November.
    17. Marc Cowling & Weixi Liu & Raffaella Calabrese, 2022. "Has previous loan rejection scarred firms from applying for loans during Covid-19?," Small Business Economics, Springer, vol. 59(4), pages 1327-1350, December.
    18. Chala, Alemu Tulu & Forssbaeck, Jens, 2018. "Does Collateral Reduce Loan-Size Credit Rationing? Survey Evidence," Working Papers 2018:36, Lund University, Department of Economics.
    19. Anoosheh Rostamkalaei & Miwako Nitani & Allan Riding, 2020. "Borrower discouragement: the role of informal turndowns," Small Business Economics, Springer, vol. 54(1), pages 173-188, January.
    20. Victor Motta, 2017. "Are SMEs in the hospitality industry less likely to experience credit constraint than other industries in the service sector? Evidence from Latin America," Tourism Economics, , vol. 23(7), pages 1398-1418, November.

    More about this item

    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:wly:jintdv:v:35:y:2023:i:7:p:1731-1752. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/journal/5102/home .

    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.