Prieger, James (2023): Local banking markets and barriers to entrepreneurship in minority and other areas: Does broadband availability help? Published in: Journal of Economics and Business , Vol. 124, No. March–April (2023): p. 106108.
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Abstract
This empirical study investigates the linkages among entrepreneurship in the form of establishment entry, local banking markets, and broadband availability, focusing on minority areas in the US. Lack of access to banks and lack of competition in the market for small business loans can make it more difficult for an entrepreneur to overcome the liquidity constraint to starting a new business. Broadband internet access can facilitate startups directly by enhancing firm profitability and indirectly by stimulating competition in the loan market, lowering the cost of access to finance, and enabling access to financial capital from fintech lenders. The barriers to new business creation erected by local banking markets are hypothesized to be even higher in minority areas, given the greater difficulty minority entrepreneurs face in raising financial capital. The empirical results show that broadband availability, local bank density, and competition in small business loans all facilitate startups. Broadband lowers barriers for entrepreneurs as hypothesized through both the direct and indirect channels. Broadband availability attenuates the barriers from insufficient access to local banks and lack of competition in small business loans from banks. For some industries, higher bank density and greater loan competition facilitate startups more in minority areas than in mostly white areas. Given that minority areas have many fewer banks per capita and much less loan competition than mostly white counties, the results imply that minority areas face even higher barriers to entrepreneurship from insufficient local formal financial resources. The moderating effect of broadband on local financial constraints applies even more so to Black communities; thus while the barriers for Black entrepreneurs may be higher, access to broadband has a greater alleviating effect on those barriers. Business creation in Hispanic areas also faces obstacles from the local banking environment, but broadband does not appear to help reduce them, although it still has a positive direct effect on entry. Additional evidence shows that broadband helped small businesses in minority areas procure more bank loans. Broadband access can thus help entrepreneurs in general, Blacks in particular, and to a lesser extent Hispanics surmount the liquidity constraint to starting a business. The implications of the results are discussed with reference to current and proposed policy to promote broadband availability, usage, and digital equity.
Item Type: | MPRA Paper |
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Original Title: | Local banking markets and barriers to entrepreneurship in minority and other areas: Does broadband availability help? |
Language: | English |
Keywords: | entrepreneurship; startups; minority entrepreneurship; broadband internet access; fintech; FCC Form 477 data; entrepreneurs |
Subjects: | D - Microeconomics > D2 - Production and Organizations > D22 - Firm Behavior: Empirical Analysis L - Industrial Organization > L2 - Firm Objectives, Organization, and Behavior > L26 - Entrepreneurship R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R1 - General Regional Economics > R11 - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes |
Item ID: | 118102 |
Depositing User: | Prof. James Prieger |
Date Deposited: | 28 Jul 2023 01:53 |
Last Modified: | 28 Jul 2023 01:55 |
References: | Adams, R. M., Brevoort, K. P., & Driscoll, J. C. (2020). Is lending distance really changing? Distance dynamics and loan composition in small business lending. Finance and Economics Discussion Series 2021-011. Washington: Board of Governors of the Federal Reserve System, https://doi.org/10.17016/FEDS.2021.011. Anenberg, E., Chang, A. C., Grundl, S., Moore, K. B., & Windle, R. (2018). The Branch Puzzle: Why are There Still Bank Branches? FEDS Notes. Washington: Board of Governors of the Federal Reserve System, August 20, 2018, https://doi.org/10.17016/2380-7172.2206 Armington, C. and Acs, Z.J. (2002). The determinants of regional variation in new firm formation. Regional Studies, 36: 33–45. Arora, Rohit (2018). Latinos: A powerful force turbocharging small-business growth and driving $700 billion into the US economy. CNBC.com. https://www.cnbc.com/2018/09/25/latinos-are-a-powerful-force-fueling-small-business-growth-in-the-us.html Audretsch, D. B., Heger, D., & Veith, T. (2015). Infrastructure and entrepreneurship. Small Business Economics, 44(2), 219-230. Balli, Hatice Ozer & Bent E. Sørensen (2013). Interaction effects in econometrics. Empirical Economics 45:583–603. Barkley, B., & Schweitzer, M. E. (2020). The rise of fintech lending to small businesses: Businesses’ perspectives on borrowing. Federal Reserve Bank of Cleveland, Working Paper No. 20-11. https://doi.org/10.26509/frbc-wp-202011 Bates, T. (1994). Utilization of minority employees in small business: A comparison of nonminority and black-owned urban enterprises. Review of Black Political Economy, 23(1), 113-121. Bates, T., & Robb, A. (2013). Greater access to capital is needed to unleash the local economic development potential of minority-owned businesses. Economic Development Quarterly, 27(3), 250-259. Bates, T., & Robb, A. (2014). Small-business viability in America’s urban minority communities. Urban Studies, 51, 2844-2862. Bates, T., & Robb, A. (2015). Has the Community Reinvestment Act increased loan availability among small businesses operating in minority neighbourhoods? Urban Studies, 52(9), 1702-1721. Bates, T., & Robb, A. (2016). Impacts of owner race and geographic context on access to small-business financing. Economic Development Quarterly, 30(2), 159-170. Bates, T., Bradford, W. D., & Jackson, W. E. (2018). Are minority-owned businesses underserved by financial markets? Evidence from the private-equity industry. Small Business Economics, 50(3), 445-461. Battisto, J., Kramer, C., & Lieberman, S. (2019). Growing Pains: Examining Small Business Access to Affordable Credit in Low-Income Areas. Consumer & Community Context, 1(2), 22-27 . Board of Governors of the Federal Reserve System (US). https://www.federalreserve.gov/publications/files/consumer-community-context-201911.pdf Becker, G. S. 1971. The Economics of Discrimination (2nd ed). University of Chicago Press. Berger, A. N., & Udell, G. F. (1998). The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle. Journal of Banking & Finance, 22(6-8), 613-673. Black, S. E., & Strahan, P. E. (2002). Entrepreneurship and bank credit availability. The Journal of Finance, 57(6), 2807-2833. Blanchflower, D. G. (2009). Minority self-employment in the United States and the impact of affirmative action programs. Annals of Finance, 5(3), 361-396. Blanchflower, D., Levine, P., & Zimmerman, D. (2003). Discrimination in the small business credit markets. Review of Economics and Statistics, 85, 930–943. Bone, S. A., Christensen, G. L., & Williams, J. D. (2014). Rejected, shackled, and alone: The impact of systemic restricted choice on minority consumers' construction of self. Journal of Consumer Research, 41(2), 451-474. Braggion, F., M. Dwarkasing, & S. Ongena (2018). Household wealth inequality, entrepreneurs’ financial constraints, and the great recession: evidence from the Kauffman Firm Survey. Small Business Economics, 50: 533-543. Bresnahan, T. F. and M. Trajtenberg (1995). “General purpose technologies: ‘Engines of growth’?” Journal of Econometrics, vol. 65, pp. 83–108. Bruton, G., S. Khavul, D. Siegel, and M. Wright (2015). “New financial alternatives in seeding entrepreneurship: Microfinance, crowdfunding, and peer-to-peer innovations”. Entrepreneurship Theory and Practice. 39(1): 9–26. Calzada, J., Fageda, X., & Martínez-Santos, F. (2019). Mergers, branch consolidation and financial exclusion in the US bank market. Available at SSRN: http://dx.doi.org/10.2139/ssrn.3504503 Cambini, C., & Jiang, Y. (2009). Broadband investment and regulation: A literature review. Telecommunications Policy, 33(10-11), 559-574. Cambridge Centre for Alternative Finance (CCAF). The Global Alternative Finance Market Benchmarking Report. University of Cambridge. https://www.jbs.cam.ac.uk/wp-content/uploads/2020/08/2020-04-22-ccaf-global-alternative-finance-market-benchmarking-report.pdf Cetorelli, N., & Strahan, P. E. (2006). Finance as a barrier to entry: Bank competition and industry structure in local US markets. The Journal of Finance, 61(1), 437-461. Clementi, G. L., & Palazzo, B. (2016). Entry, exit, firm dynamics, and aggregate fluctuations. American Economic Journal: Macroeconomics, 8(3), 1-41. Coleman, S. (2004). Computer use in small US firms: Is there a digital divide? Journal of Small Business Strategy, 15(2), 91-104. Connolly, M., Lee, C., & Tan, R. (2017). The digital divide and other economic considerations for network neutrality. Review of Industrial Organization, 50(4): 537-554. de Zeeuw, M. & Barkley, B. (2019), “Mind the Gap: Minority-Owned Small Businesses' Financing Experiences in 2018. Consumer & Community Context, 1(2), 3-12. Board of Governors of the Federal Reserve System (US). https://www.federalreserve.gov/publications/files/consumer-community-context-201911.pdf Degryse, H., & Ongena, S. (2005). Distance, lending relationships, and competition. The Journal of Finance, 60(1), 231-266. DeYoung, R., Frame, W. S., Glennon, D., McMillen, D. P., & Nigro, P. (2008). Commercial lending distance and historically underserved areas. Journal of Economics and Business, 60(1-2), 149-164. Dunkelberg, W., & Scott, J. A. (2011). The changing landscape of small-firm finance. In R. Yazdipour (Ed.), Advances in Entrepreneurial Finance (pp. 121-139). Springer, New York, NY. Erel, Isil, & Jack Liebersohn (2020). Does FinTech Substitute for Banks? Evidence from the Paycheck Protection Program. NBER w.p. 27,659. https://www.nber.org/papers/w27659 Evans, D. S., & Jovanovic, B. (1989). An estimated model of entrepreneurial choice under liquidity constraints. Journal of Political Economy, 97(4), 808-827. Fairlie, R. (2020). The impact of COVID‐19 on small business owners: Evidence from the first three months after widespread social‐distancing restrictions. Journal of Economics & Management Strategy, 29(4), 727-740. Federal Communications Commission (FCC) (2018). FCC fact sheet: Accelerating wireline/wireless broadband deployment by removing barriers to infrastructure investment. WT Dockets No. 17-79 and 17-84, FCC-18-133. Federal Reserve Bank of Atlanta, Boston, Chicago, Cleveland, Dallas, Kansas City, Minneapolis, New York, Philadelphia, Richmond, St. Louis, and San Francisco (2020). Small Business Credit Survey: 2020 report on employer firms. https://www.fedsmallbusiness.org/medialibrary/FedSmallBusiness/files/2020/2020-sbcs-employer-firms-report Federal Reserve Bank of Atlanta, Boston, Chicago, Cleveland, Dallas, Kansas City, Minneapolis, New York, Philadelphia, Richmond, St. Louis, and San Francisco (2019). 2019 Small Business Credit Survey: Report on employer firms. https://www.fedsmallbusiness.org/medialibrary/fedsmallbusiness/files/2019/sbcs-employer-firms-report.pdf Federal Reserve Bank of Atlanta, Boston, Chicago, Cleveland, Dallas, Kansas City, Minneapolis, New York, Philadelphia, Richmond, St. Louis, and San Francisco (2021). Small Business Credit Survey: 2021 report on firms owned by people of color. https://www.fedsmallbusiness.org/medialibrary/fedsmallbusiness/files/2019/sbcs-employer-firms-report.pdf Federal Reserve Bank of New York (2019). 2018 Small Business Credit Survey: Data appendix for nonemployer firms [Excel file]. https://www.fedsmallbusiness.org/medialibrary/fedsmallbusiness/files/2019/sbcs-nonemployer-firms-appendix-19.xlsx Federal Reserve Banks of New York, Atlanta, Boston, Cleveland, Philadelphia, Richmond, & St. Louis (2016). 2015 Small Business Credit Survey: Report on nonemployer firms. https://www.clevelandfed.org/~/media/content/community%20development/smallbusiness/sbcs%202015%20nonemployer%20firms%20report.pdf?la=en Federal Reserve Banks of New York, Atlanta, Cleveland and Philadelphia (FRB) (2015). Joint Small Business Credit Survey report, 2014. https://www.clevelandfed.org/~/media/content/community%20development/smallbusiness/sbcs%202014%20report.pdf?la=en Friedman, M. (1962). Capitalism and Freedom. University of Chicago Press. Goldston, J., & Lee, Y. Y. (2020) Measurement of small business lending using call reports: Further insights from the Small Business Lending Survey. Federal Deposit Insurance Corporation Staff Studies Report No. 2020-04. https://www.fdic.gov/analysis/cfr/staff-studies/2020-04.pdf Gourieroux, C., Monfort, A., & Trognon, A. (1984). Pseudo Maximum Likelihood Methods: Applications to Poisson Models. Econometrica, 52(3), 701-720. Han, Liang (2008). Bricks vs clicks: entrepreneurial online banking behaviour and relationship banking. International Journal of Entrepreneurial Behavior & Research 14(1): 47-60. Hasbi, M. (2020). Impact of very high-speed broadband on company creation and entrepreneurship: Empirical evidence. Telecommunications Policy, 44(3), 101873. Hauge, J. A., & Prieger, J. E. (2010). Demand-side programs to stimulate adoption of broadband: What works? Review of Network Economics, 9(3). Hazlett, T. W., & Wright, J. D. (2017). The effect of regulation on broadband markets: Evaluating the empirical evidence in the FCC’s 2015 “Open Internet” Order. Review of Industrial Organization, 50(4), 487-507. Hegerty, S. W. (2020). ‘Banking deserts,’ bank branch losses, and neighborhood socioeconomic characteristics in the city of Chicago: A spatial and statistical analysis, Professional Geographer, 72(2), 194-205. Jackson, W. E., III, Marino, L., Naidoo, J. S., & Tucker, R. (2018). Size Matters: The Impact of Loan Size on Measures of Disparate Treatment toward Minority Entrepreneurs in the Small Firm Credit Market. Entrepreneurship Research Journal, 8(4). Jagtiani, J., & Lemieux, C. (2016). Small business lending after the financial crisis: A new competitive landscape for community banks. Economic Perspectives (Federal Reserve Bank of Chicago), 40(3), 1-30. Jagtiani, J., & Lemieux, C. (2018). Do fintech lenders penetrate areas that are underserved by traditional banks? Journal of Economics and Business, 100, 43-54. Keeton, W. R. (2001). The transformation of banking and its impact on consumers and small businesses. Economic Review (Federal Reserve Bank of Kansas City), 86(1), 25-54. Kerr, W. R., & Nanda, R. (2009). Democratizing entry: Banking deregulations, financing constraints, and entrepreneurship. Journal of Financial Economics, 94(1), 124-149. Kerr, W., & Nanda, R. (2009). Financing constraints and entrepreneurship. National Bureau of Economic Research working paper w15498. Kim, J. H., & Stähler, F. (2020). The impact of peer-to-peer lending on small business loans. Available at SSRN: https://ssrn.com/abstract=3598753 Kim, Y., & Orazem, P. F. (2017). Broadband internet and new firm location decisions in rural areas. American Journal of Agricultural Economics, 99(1):285-302. Koenitzer, M., Bruno, G., & Stein, P. (2015). The future of FinTech: A paradigm shift in small business finance. World Economic Forum. http://www3.weforum.org/docs/IP/2015/FS/GAC15_The_Future_of_FinTech_Paradigm_Shift_Small_Business_Finance_report_2015.pdf Leon, F. (2015). Measuring competition in banking: A critical review of methods. HAL Archive Ouverte en Sciences de l’Homme et de la Société, paper halshs-01015794 (version 2). https://halshs.archives-ouvertes.fr/halshs-01015794/ Lian, Y. (2018). Bank competition and the cost of bank loans. Review of Quantitative Finance and Accounting, 51(1), 253-282. Love, I., & Martínez Pería, M. S. (2015). How bank competition affects firms' access to finance. The World Bank Economic Review, 29(3), 413-448 Low, S. A. (2009). Defining and measuring entrepreneurship for regional research: A new approach (Doctoral dissertation). University of Illinois at Urbana-Champaign. Mach, T. L., & Wolken, J. D. (2006). Financial services used by small businesses: Evidence from the 2003 Survey of Small Business Finances. Federal Reserve Bulletin, 92(Oct), 167-195. https://www.federalreserve.gov/pubs/bulletin/2006/smallbusiness Mach, T. L., & Wolken, J. D. (2006). Financial services used by small businesses: Evidence from the 2003 Survey of Small Business Finances. Federal Reserve Bulletin, 92(Oct), 167-195. https://www.federalreserve.gov/pubs/bulletin/2006/smallbusiness/default.htm Mack, E. A. (2014). “Businesses and the need for speed: The impact of broadband speed on business presence,” Telematics and Informatics, 31, 617–627. Marion, J. (2009). Firm racial segregation and affirmative action in the highway construction industry. Small Business Economics, 14 (4), 441-453 McCoy, D., Lyons, S., Morgenroth, E., Palcic, D. and L. Allen (2018). The Impact of Local Infrastructure on New Business Establishments. Journal of Regional Science, 58, 509-534. Middleton, K. L., & Byus, K. (2011). Information and communications technology adoption and use in small and medium businesses: The influence of Hispanic ethnicity. Management Research Review, 34(1), 98-110. Mitchell, B. C., Richardson, J., & Amani, Z. (2021). Relationships matter: Small business and bank branch locations. National Community Reinvestment Coalition. https://ncrc.org/relationships-matter-small-business-and-bank-branch-locations Mitchell, K., & Pearce, D. (2011). Lending technologies, lending specialization, and minority access to small-business loans. Small Business Economics, 37(3), 277-304 Molnar, G., & Savage, S. J. (2017). Market structure and broadband internet quality. The Journal of Industrial Economics, 65(1), 73-104. Nguyen, H. L. Q. (2019). Are credit markets still local? Evidence from bank branch closings. American Economic Journal: Applied Economics, 11(1), 1-32. https://doi.org/10.1257/app.20170543 Ongena, S., & Smith, D. C. (2000). Bank relationships: A review. In P. T. Harker & S. A. Zenios (Eds.), Performance of Financial Institutions: Efficiency, Innovation, Regulation (pp. 221-258). Cambridge University Press. Palia, Darius (2016). Differential access to capital from financial institutions by minority entrepreneurs. Journal of Empirical Legal Studies 13(4):756-785. Parajuli, Jitendra & Kingsley E. Haynes (2015). "Broadband Internet and new firm formation: a US perspective," pp. 210-236 in Innovation and entrepreneurship in the global economy: Knowledge, technology and internationalization (edited by Charlie Karlsson, Urban Gråsjö, and Sofia Wixe). Northampton, MA: Edward Elgar Publishing. Phelps, E.S. (1972) The statistical theory of racism and sexism. American Economic Review, 62(4):659-661. Pickard-Whitehead, Gabrielle (2018). Wow! African American Small Business Ownership Up 400% in a Year, Survey Reveals. Small Business Trends, https://smallbiztrends.com/2018/08/african-american-small-business-statistics-2018.html. Prieger, J. E., & Lee, S. (2008). Regulation and the deployment of broadband. In Y. K. Dwivedi et al (Eds.), Handbook of research on global diffusion of broadband data transmission (pp. 278-302). IGI Global. Prieger, James E. (2015). The broadband digital divide and the benefits of mobile broadband for minorities. Journal of Economic Inequality, 13(3): 373-400. Prieger, James E., Heng Lu, & Habi Zhang (2017). The importance of transportation, broadband, and intellectual infrastructure for entrepreneurship. Pepperdine University School of Public Policy Working Papers, 68. Reed, M., & Watts, A. (2018). Product quality and competition: Evidence from the broadband industry. Applied Economics, 50(24), 2719-2732. Robb, Alicia and Arnobio Morelix (2016). Startup Financing Trends by Race: How Access to Capital Impacts Profitability. Annual Survey of Entrepreneurs Data Briefing Series, Ewing Marion Kauffman Foundation. https://www.kauffman.org/-/media/kauffman_org/research-reports-and-covers/2016/ase_brief_startup_financing_by_race.pdf Scott, J. A., & Dunkelberg, W. C. (2003). Bank mergers and small firm financing. Journal of Money, Credit and Banking, 35(6), 999-1017. Shelton, L. M. (2010). Fighting an uphill battle: Expansion barriers, intra–industry social stratification, and minority firm growth. Entrepreneurship Theory and Practice, 34(2), 379-398. Sutaria, V., & Hicks, D. A. (2004). New firm formation: Dynamics and determinants. The Annals of Regional Science, 38(2), 241-262. U.S. Chamber of Commerce, Statistics and Research Center (2005). Access to capital: What funding sources work for you? Tables of Survey Results. https://www.uschamber.com/sites/default/files/legacy/reports/accesstocapitalappendixfinal.pdf Wallsten, S., & Mallahan, C. (2010). Residential broadband competition in the United States. Available at SSRN: http://dx.doi.org/10.2139/ssrn.1684236 Williams, V. (2012). Small business lending in the United States, 2010-2011. Small Business Research Summary, No. 398. Small Business Administration. Wooldridge, J. M. (1999). Distribution-free estimation of some nonlinear panel data models. Journal of Econometrics, 90(1), 77-97. https://doi.org/10.1016/S0304-4076(98)00033-5 Wooldridge, J. M. (2010). Econometric analysis of cross section and panel data. MIT press. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/118102 |