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Beyond conventional models: Lending by Native Community Development Financial Institutions

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  • Valentina Dimitrova‐Grajzl
  • Peter Grajzl
  • Joseph Guse
  • Michou Kokodoko
  • Laurel Wheeler

Abstract

Native Community Development Financial Institutions (Native CDFIs) have become an increasingly important source of credit and financial services in the areas on or near American Indian reservations in the United States. Guided by a conceptual framework developed on the basis of the related finance literature and drawing on loan‐level data from eleven Native CDFI loan funds, we offer the first systematic quantitative analysis of lending in the Native CDFI industry. As hypothesized, Native CDFIs on average give out small loans but support borrowers in varied circumstances with diverse loan products. Important predictors of delinquency include both conventional, hard information‐based, measures of client risk, and alternative, soft information‐based, community‐informed and character‐based measures. Overall, these findings lend strong support to holistic approaches for assessing client creditworthiness for Native CDFI operations. More generally, our analysis contributes new insights into the operations of an industry that plays an instrumental role in removing barriers to socioeconomic development in Native communities.

Suggested Citation

  • Valentina Dimitrova‐Grajzl & Peter Grajzl & Joseph Guse & Michou Kokodoko & Laurel Wheeler, 2024. "Beyond conventional models: Lending by Native Community Development Financial Institutions," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 95(3), pages 675-701, September.
    • Handle: RePEc:bla:annpce:v:95:y:2024:i:3:p:675-701
    DOI: 10.1111/apce.12453
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    References listed on IDEAS

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    1. Berger, Allen N. & Black, Lamont K., 2011. "Bank size, lending technologies, and small business finance," Journal of Banking & Finance, Elsevier, vol. 35(3), pages 724-735, March.
    2. Patrick Bolton & Xavier Freixas & Leonardo Gambacorta & Paolo Emilio Mistrulli, 2016. "Relationship and Transaction Lending in a Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 29(10), pages 2643-2676.
    3. Hans Degryse & Luc Laeven & Steven Ongena, 2009. "The Impact of Organizational Structure and Lending Technology on Banking Competition," Review of Finance, European Finance Association, vol. 13(2), pages 225-259.
    4. Valentina Dimitrova-Grajzl & Peter Grajzl & A. Joseph Guse & Richard M. Todd & Michael Williams, 2018. "Neighborhood Racial Characteristics, Credit History, and Bankcard Credit in Indian Country," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 60(3), pages 410-441, September.
    5. Ferri, Giovanni & Murro, Pierluigi & Peruzzi, Valentina & Rotondi, Zeno, 2019. "Bank lending technologies and credit availability in Europe: What can we learn from the crisis?," Journal of International Money and Finance, Elsevier, vol. 95(C), pages 128-148.
    6. Ela Rausch, 2012. "CDFIs as catalysts for improving social outcomes," Community Investments, Federal Reserve Bank of San Francisco, vol. 24(Spr), pages 18-2133.
    7. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    8. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    9. Yehning Chen & Rachel Huang & John Tsai & Larry Tzeng, 2015. "Soft Information and Small Business Lending," Journal of Financial Services Research, Springer;Western Finance Association, vol. 47(1), pages 115-133, February.
    10. 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.
    11. Valentina Dimitrova-Grajzl & Peter Grajzl & A. Joseph Guse & Michou Kokodoko, 2022. "Community Development Financial Institutions and Individuals’ Credit Risk in Indian Country," Journal of Economic Issues, Taylor & Francis Journals, vol. 56(1), pages 184-208, January.
    12. Jeremy C. Stein, 2002. "Information Production and Capital Allocation: Decentralized versus Hierarchical Firms," Journal of Finance, American Finance Association, vol. 57(5), pages 1891-1921, October.
    13. Allen N. Berger & Gregory F. Udell, 2002. "Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure," Economic Journal, Royal Economic Society, vol. 112(477), pages 32-53, February.
    14. Tchakoute Tchuigoua, Hubert & Soumaré, Issouf & Hessou, Hélyoth T.S., 2020. "Lending and business cycle: Evidence from microfinance institutions," Journal of Business Research, Elsevier, vol. 119(C), pages 1-12.
    15. Hirofumi Uchida, 2011. "What Do Banks Evaluate When They Screen Borrowers? Soft Information, Hard Information and Collateral," Journal of Financial Services Research, Springer;Western Finance Association, vol. 40(1), pages 29-48, October.
    16. Jonathan Morduch, 1999. "The Microfinance Promise," Journal of Economic Literature, American Economic Association, vol. 37(4), pages 1569-1614, December.
    17. Jonathan A. Scott, 2006. "Loan Officer Turnover and Credit Availability for Small Firms," Journal of Small Business Management, Taylor & Francis Journals, vol. 44(4), pages 544-562, October.
    18. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    19. Geoffrey M. B. Tootell, 1996. "Redlining in Boston: Do Mortgage Lenders Discriminate Against Neighborhoods?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(4), pages 1049-1079.
    20. Kathleen Pickering & David W. Mushinski, 2001. "Cultural Aspects of Credit Institutions: Transplanting the Grameen Bank Credit Group Structure to the Pine Ridge Indian Reservation," Journal of Economic Issues, Taylor & Francis Journals, vol. 35(2), pages 459-467, June.
    21. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    22. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
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