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Erschienen in: Small Business Economics 1/2019

22.02.2018

Small business online loan crowdfunding: who gets funded and what determines the rate of interest?

verfasst von: Reabetswe Kgoroeadira, Andrew Burke, André van Stel

Erschienen in: Small Business Economics | Ausgabe 1/2019

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Abstract

The advent of online peer-to-peer crowdfunding presents a new type and source of finance for small firms. This raises the question of whether this innovation makes any difference to the type of business that can secure funding and the amount that they pay for this finance. In this paper, we examine the American online peer-to-peer loan crowdfunding website www.​prosper.​com to answer these questions. We create and analyse a dataset of 14,537 small firm unsecured loan applications. We find that lenders in this market ignore business characteristics and focus on personal characteristics instead, particularly a person’s credit score but also whether they are employed and provide a picture. This implies that entrepreneurs who want to raise finance in this market will need to use a very different pitch than the norm in the offline market—as personal rather than firm characteristics are the main determinants of securing funding and the price paid for it.

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Fußnoten
1
Where quality stipulates the borrower credit risk such that high-quality borrowers are the low-risk borrowers most likely to pay back the extended funds, while low-quality borrowers are the high-risk borrowers who are less likely to pay back the extended funds.
 
2
Those likely to pay back the extended funds.
 
3
The ‘strength’ of an interpersonal tie is a linear combination of the amount of time, the emotional intensity, the intimacy (or mutual confiding), and the reciprocal services which characterise each tie (Granovetter 1973).
 
4
A borrower is extended credit if his loan request attracts at least 100% of the requested loan size within the duration the listing (loan application) remains active to receive funding—for Prosper, this duration is typically 7 days (Zhang and Liu 2012). For our study period, partial funding was not permitted in this market. If a borrower failed to raise 100% of what they asked for within the duration of the listing, and they would still desire to borrow money, they would have to re-list the loan request on the website, and the bidding process by lenders on the loan application would start anew.
 
5
Due to missing values for some independent variables, the number of observations is smaller than indicated in Sect. 3.1.
 
Literatur
Zurück zum Zitat Agrawal, A., Catalini, C., & Goldfarb, A. (2011). The geography of crowdfunding, NBER Working Paper No. 16820, Cambridge, MA: National Bureau of Economic Research. Agrawal, A., Catalini, C., & Goldfarb, A. (2011). The geography of crowdfunding, NBER Working Paper No. 16820, Cambridge, MA: National Bureau of Economic Research.
Zurück zum Zitat Antoniades, A. (2016). Liquidity risk and the credit crunch of 2007–2008: evidence from micro-level data on mortgage loan applications. Journal of Financial and Quantitative Analysis, 51(6), 1795–1822.CrossRef Antoniades, A. (2016). Liquidity risk and the credit crunch of 2007–2008: evidence from micro-level data on mortgage loan applications. Journal of Financial and Quantitative Analysis, 51(6), 1795–1822.CrossRef
Zurück zum Zitat Avery, R., Bostic, R., & Samolyk, K. (1998). The role of personal wealth in small business financing. Journal of Banking and Finance, 22, 1019–1061.CrossRef Avery, R., Bostic, R., & Samolyk, K. (1998). The role of personal wealth in small business financing. Journal of Banking and Finance, 22, 1019–1061.CrossRef
Zurück zum Zitat Bates, T. (1991). Commercial bank financing of white and black owned small business start-ups. Quarterly Review of Economics and Business, 31(1), 64–80. Bates, T. (1991). Commercial bank financing of white and black owned small business start-ups. Quarterly Review of Economics and Business, 31(1), 64–80.
Zurück zum Zitat Belleflamme, P., Lambert, T., & Schwienbacher, A. (2014). Crowdfunding: tapping the right crowd. Journal of Business Venturing, 29(5), 585–609.CrossRef Belleflamme, P., Lambert, T., & Schwienbacher, A. (2014). Crowdfunding: tapping the right crowd. Journal of Business Venturing, 29(5), 585–609.CrossRef
Zurück zum Zitat Berger, A. N., & Frame, W. S. (2007). Small business credit scoring and credit availability. Journal of Small Business Management, 45(1), 5–22.CrossRef Berger, A. N., & Frame, W. S. (2007). Small business credit scoring and credit availability. Journal of Small Business Management, 45(1), 5–22.CrossRef
Zurück zum Zitat Berger, A., & Udell, G. (1995). Relationship lending and lines of credit in small firm finance. Journal of Business, 68, 351–381.CrossRef Berger, A., & Udell, G. (1995). Relationship lending and lines of credit in small firm finance. Journal of Business, 68, 351–381.CrossRef
Zurück zum Zitat Berger, A., Cowan, A., & Frame, S. (2011). The surprising use of credit scoring in small business lending by community banks and the attendant effects of credit availability, risk and profitability. Journal of Financial Services Research, 39, 1–17.CrossRef Berger, A., Cowan, A., & Frame, S. (2011). The surprising use of credit scoring in small business lending by community banks and the attendant effects of credit availability, risk and profitability. Journal of Financial Services Research, 39, 1–17.CrossRef
Zurück zum Zitat Besanko, D., & Thakor, A. (1987). Collateral and rationing: sorting equilibria in monopolistic and competitive credit markets. International Economic Review, 28(3), 671–689.CrossRef Besanko, D., & Thakor, A. (1987). Collateral and rationing: sorting equilibria in monopolistic and competitive credit markets. International Economic Review, 28(3), 671–689.CrossRef
Zurück zum Zitat Bester, H. (1985). Screening vs. rationing in credit markets with imperfect information. The American Economic Review, 75(4), 850–855. Bester, H. (1985). Screening vs. rationing in credit markets with imperfect information. The American Economic Review, 75(4), 850–855.
Zurück zum Zitat Bester, H. (1987). The role of collateral in credit markets with imperfect information. The European Economic Review, 31, 887–899.CrossRef Bester, H. (1987). The role of collateral in credit markets with imperfect information. The European Economic Review, 31, 887–899.CrossRef
Zurück zum Zitat Bhide, A. V. (2000). The origin and evolution of new businesses. New York: Oxford University Press. Bhide, A. V. (2000). The origin and evolution of new businesses. New York: Oxford University Press.
Zurück zum Zitat Binks, M., & Ennew, C. (1998). Private Businesses and their Banks, Forum of Private Business Bank Survey, 1998, University of Nottingham Business School. Binks, M., & Ennew, C. (1998). Private Businesses and their Banks, Forum of Private Business Bank Survey, 1998, University of Nottingham Business School.
Zurück zum Zitat Block, J., Hornuf, L., & Moritz, A. (2017). Which updates during an equity crowdfunding campaign increase crowd participation?. Small Business Economics. First Online: 24 May 2017. Block, J., Hornuf, L., & Moritz, A. (2017). Which updates during an equity crowdfunding campaign increase crowd participation?. Small Business Economics. First Online: 24 May 2017.
Zurück zum Zitat Boot, A., & Thakor, A. (1994). Moral hazard and secured lending in an infinitely repeated credit market game. International Economic Review, 35(11), 899–920.CrossRef Boot, A., & Thakor, A. (1994). Moral hazard and secured lending in an infinitely repeated credit market game. International Economic Review, 35(11), 899–920.CrossRef
Zurück zum Zitat Bruton, G., Khavul, S., Siegel, D., & Wright, M. (2015). New financial alternatives in seeding entrepreneurship: microfinance, crowdfunding and peer-to-peer innovations. Entrepreneurship Theory and Practice, 39(1), 9–26.CrossRef Bruton, G., Khavul, S., Siegel, D., & Wright, M. (2015). New financial alternatives in seeding entrepreneurship: microfinance, crowdfunding and peer-to-peer innovations. Entrepreneurship Theory and Practice, 39(1), 9–26.CrossRef
Zurück zum Zitat Burke, A., & Hanley, A. (2003). How do firms pick safer ventures? A theory relating the importance of risk aversion and collateral to interest rates and credit rationing. Journal of Entrepreneurial Finance and Business Ventures, 8(2), 13–24. Burke, A., & Hanley, A. (2003). How do firms pick safer ventures? A theory relating the importance of risk aversion and collateral to interest rates and credit rationing. Journal of Entrepreneurial Finance and Business Ventures, 8(2), 13–24.
Zurück zum Zitat Burke, A., & Hanley, A. (2006). Bank interest margins and business start-up collateral: testing for convexity. Scottish Journal of Political Economy, 53(3), 319–334.CrossRef Burke, A., & Hanley, A. (2006). Bank interest margins and business start-up collateral: testing for convexity. Scottish Journal of Political Economy, 53(3), 319–334.CrossRef
Zurück zum Zitat Burke, A., Fraser, S., & Greene, F. J. (2010). The multiple effects of business planning on new venture performance. Journal of Management Studies, 47(3), 391–415.CrossRef Burke, A., Fraser, S., & Greene, F. J. (2010). The multiple effects of business planning on new venture performance. Journal of Management Studies, 47(3), 391–415.CrossRef
Zurück zum Zitat Chan, Y. S., & Thakor, A. V. (1987). Collateral and competitive equilibria with moral hazard and private information. The Journal of Finance, 42(2), 345–363.CrossRef Chan, Y. S., & Thakor, A. V. (1987). Collateral and competitive equilibria with moral hazard and private information. The Journal of Finance, 42(2), 345–363.CrossRef
Zurück zum Zitat Cole, R. (1998). The importance of relationships to the availability of credit. Journal of Banking and Finance, 22, 959–997.CrossRef Cole, R. (1998). The importance of relationships to the availability of credit. Journal of Banking and Finance, 22, 959–997.CrossRef
Zurück zum Zitat Coleman, S. (2000). Access to capital and terms of credit: a comparison of men and women owned small businesses. Journal of Small Business Management, 20(3), 37–52. Coleman, S. (2000). Access to capital and terms of credit: a comparison of men and women owned small businesses. Journal of Small Business Management, 20(3), 37–52.
Zurück zum Zitat Cowling, M. (1999). The determination of bank-small business loan premia in the UK. Applied Economics Letters, 65, 251–253.CrossRef Cowling, M. (1999). The determination of bank-small business loan premia in the UK. Applied Economics Letters, 65, 251–253.CrossRef
Zurück zum Zitat Cowling, M., Matthews, C., & Liu, W. (2017). The role of loan commitment terms in credit allocation on the UK small firms loan guarantee scheme. International Review of Entrepreneurship, 15(1), 15–28. Cowling, M., Matthews, C., & Liu, W. (2017). The role of loan commitment terms in credit allocation on the UK small firms loan guarantee scheme. International Review of Entrepreneurship, 15(1), 15–28.
Zurück zum Zitat Cressy, R. (1996). Commitment lending under asymmetric information: theory and tests on UK start-up data. Small Business Economics, 8(5), 397–408.CrossRef Cressy, R. (1996). Commitment lending under asymmetric information: theory and tests on UK start-up data. Small Business Economics, 8(5), 397–408.CrossRef
Zurück zum Zitat Cressy, R., & Toivanen, O. (2001). Is there adverse selection in the credit market? Venture Capital, 3(3), 215–238.CrossRef Cressy, R., & Toivanen, O. (2001). Is there adverse selection in the credit market? Venture Capital, 3(3), 215–238.CrossRef
Zurück zum Zitat Diamond, D. (1989). Reputation acquisition in debt markets. Journal of Political Economy, 97(4), 828–862.CrossRef Diamond, D. (1989). Reputation acquisition in debt markets. Journal of Political Economy, 97(4), 828–862.CrossRef
Zurück zum Zitat Dunne, T., Roberts, M. J., & Samuelson, L. (1989). The growth and failure of US manufacturing plants. The Quarterly Journal of Economics, 104(4), 671–698.CrossRef Dunne, T., Roberts, M. J., & Samuelson, L. (1989). The growth and failure of US manufacturing plants. The Quarterly Journal of Economics, 104(4), 671–698.CrossRef
Zurück zum Zitat Good, W., & Graves, R. (1993). Small business support programs: the views of failed versus surviving firms. Journal of Small Business and Entrepreneurship, 10, 66–76.CrossRef Good, W., & Graves, R. (1993). Small business support programs: the views of failed versus surviving firms. Journal of Small Business and Entrepreneurship, 10, 66–76.CrossRef
Zurück zum Zitat Granovetter, M. S. (1973). The strength of weak ties. American Journal of Sociology, 78(6), 1360–1380.CrossRef Granovetter, M. S. (1973). The strength of weak ties. American Journal of Sociology, 78(6), 1360–1380.CrossRef
Zurück zum Zitat Han, L., & Greene, F. (2007). The determinants of online loan applications for small businesses. Journal of Small Business and Enterprise Development, 14(3), 478–486.CrossRef Han, L., & Greene, F. (2007). The determinants of online loan applications for small businesses. Journal of Small Business and Enterprise Development, 14(3), 478–486.CrossRef
Zurück zum Zitat Hanley, A., & Girma, S. (2006). New ventures and their credit terms. Small Business Economics, 26, 351–364.CrossRef Hanley, A., & Girma, S. (2006). New ventures and their credit terms. Small Business Economics, 26, 351–364.CrossRef
Zurück zum Zitat Harhoff, D., & Körting, T. (1998). Lending relationships in Germany: empirical results from survey data. Journal of Banking and Finance, 22, 1317–1354.CrossRef Harhoff, D., & Körting, T. (1998). Lending relationships in Germany: empirical results from survey data. Journal of Banking and Finance, 22, 1317–1354.CrossRef
Zurück zum Zitat Hartley, S (2010), Kiva.org: Crowd–sourced microfinance and cooperation in group lending, SSRN Working Paper, Social Science Research Network, available as papers.ssrn.com/sol3/papers.cfm?abstract_id=1572182. Hartley, S (2010), Kiva.​org: Crowd–sourced microfinance and cooperation in group lending, SSRN Working Paper, Social Science Research Network, available as papers.​ssrn.​com/sol3/papers.cfm?abstract_id=1572182.
Zurück zum Zitat Honjo, Y. (2000). Business failure of new firms: an empirical analysis using multiplicative hazard model. Journal of Industrial Economics, 18, 557–574. Honjo, Y. (2000). Business failure of new firms: an empirical analysis using multiplicative hazard model. Journal of Industrial Economics, 18, 557–574.
Zurück zum Zitat Jimenez, G., Salas, V., & Saurina, J. (2006). Determinants of collateral. Journal of Financial Economics, 81(2), 255–281.CrossRef Jimenez, G., Salas, V., & Saurina, J. (2006). Determinants of collateral. Journal of Financial Economics, 81(2), 255–281.CrossRef
Zurück zum Zitat Kaartemo, V. (2017). The elements of a successful crowdfunding campaign: a systematic literature review of crowdfunding performance. International Review of Entrepreneurship, 15(3), 291–318. Kaartemo, V. (2017). The elements of a successful crowdfunding campaign: a systematic literature review of crowdfunding performance. International Review of Entrepreneurship, 15(3), 291–318.
Zurück zum Zitat Keasey, K., & Watson, R. (2000). Interest rate premia on UK small firm bank borrowing: a research note. Journal of Business Finance & Accounting, 27, 247–259.CrossRef Keasey, K., & Watson, R. (2000). Interest rate premia on UK small firm bank borrowing: a research note. Journal of Business Finance & Accounting, 27, 247–259.CrossRef
Zurück zum Zitat Klafft, M. (2008). “Online peer-to-peer lending: a lenders’ perspective” (July 14, 2008). In H. R. Arabnia & A. Bahrami (Eds.), Proceedings of the International Conference on E-Learning, E-Business, Enterprise Information Systems, & E-Government, EEE 2008 (pp. 371–375), Las Vegas: CSREA Press. Available at SSRN: http://ssrn.com/abstract=1352352 Klafft, M. (2008). “Online peer-to-peer lending: a lenders’ perspective” (July 14, 2008). In H. R. Arabnia & A. Bahrami (Eds.), Proceedings of the International Conference on E-Learning, E-Business, Enterprise Information Systems, & E-Government, EEE 2008 (pp. 371–375), Las Vegas: CSREA Press. Available at SSRN: http://​ssrn.​com/​abstract=​1352352
Zurück zum Zitat Lin, M., & Viswanathan, S. (2016). Home bias in online investments: an empirical study of an online crowdfunding market. Management Science, 62(5), 1393–1414.CrossRef Lin, M., & Viswanathan, S. (2016). Home bias in online investments: an empirical study of an online crowdfunding market. Management Science, 62(5), 1393–1414.CrossRef
Zurück zum Zitat Lin, M., Prabhala, N. R., & Viswanathan, S. (2013). Judging borrowers by the company they keep: friendship networks and information asymmetry in online peer-to-peer lending. Management Science, 59(1), 17–35.CrossRef Lin, M., Prabhala, N. R., & Viswanathan, S. (2013). Judging borrowers by the company they keep: friendship networks and information asymmetry in online peer-to-peer lending. Management Science, 59(1), 17–35.CrossRef
Zurück zum Zitat Machauer, A., & Weber, M. (1998). Bank behavior based on internal credit ratings of borrowers. Journal of Banking & Finance, 22(10), 1355–1383.CrossRef Machauer, A., & Weber, M. (1998). Bank behavior based on internal credit ratings of borrowers. Journal of Banking & Finance, 22(10), 1355–1383.CrossRef
Zurück zum Zitat Macht, S. A., & Weatherston, J. (2014). The benefits of online crowdfunding for fund-seeking business ventures. Strategic Change, 23(1–2), 1–14.CrossRef Macht, S. A., & Weatherston, J. (2014). The benefits of online crowdfunding for fund-seeking business ventures. Strategic Change, 23(1–2), 1–14.CrossRef
Zurück zum Zitat Mollick, E. (2014). The dynamics of crowdfunding: an exploratory study. Journal of Business Venturing, 29, 1–16.CrossRef Mollick, E. (2014). The dynamics of crowdfunding: an exploratory study. Journal of Business Venturing, 29, 1–16.CrossRef
Zurück zum Zitat Moritz, A., & Block, J. H. (2016). Crowdfunding: a literature review and research directions. In D. Brüntje & O. Gajda (Eds.), Crowdfunding in Europe (pp. 25–53). New York: Springer.CrossRef Moritz, A., & Block, J. H. (2016). Crowdfunding: a literature review and research directions. In D. Brüntje & O. Gajda (Eds.), Crowdfunding in Europe (pp. 25–53). New York: Springer.CrossRef
Zurück zum Zitat Parker, S. C. (2009). The economics of entrepreneurship. Cambridge: Cambridge University Press.CrossRef Parker, S. C. (2009). The economics of entrepreneurship. Cambridge: Cambridge University Press.CrossRef
Zurück zum Zitat Petersen, M., & Rajan, R. (1994). The benefits of lending relationships: evidence from small business data. Journal of Finance, 49, 3–37.CrossRef Petersen, M., & Rajan, R. (1994). The benefits of lending relationships: evidence from small business data. Journal of Finance, 49, 3–37.CrossRef
Zurück zum Zitat Petersen, M., & Rajan, A. (1995). The effect of credit market competition on lending relationships. Quarterly Journal of Economics, 110(2), 407–443.CrossRef Petersen, M., & Rajan, A. (1995). The effect of credit market competition on lending relationships. Quarterly Journal of Economics, 110(2), 407–443.CrossRef
Zurück zum Zitat Piva, E., & Rossi-Lamastra, C. (2017). Human capital signals and entrepreneurs’ success in equity crowdfunding. Small Business Economics, forthcoming. First Online: 20 November 2017. Piva, E., & Rossi-Lamastra, C. (2017). Human capital signals and entrepreneurs’ success in equity crowdfunding. Small Business Economics, forthcoming. First Online: 20 November 2017.
Zurück zum Zitat Schwienbacher, A., & Larralde, B. (2012). Crowdfunding of entrepreneurial ventures. In D. Cumming (Ed.), The Oxford Handbook of Entrepreneurial Finance. Oxford: Oxford University Press. Schwienbacher, A., & Larralde, B. (2012). Crowdfunding of entrepreneurial ventures. In D. Cumming (Ed.), The Oxford Handbook of Entrepreneurial Finance. Oxford: Oxford University Press.
Zurück zum Zitat Sharpe, S. (1990). Asymmetric information, bank lending and implicit contracts: a stylised model of customer relationships. Journal of Finance, 45, 1069–1087. Sharpe, S. (1990). Asymmetric information, bank lending and implicit contracts: a stylised model of customer relationships. Journal of Finance, 45, 1069–1087.
Zurück zum Zitat Short, J. C., Ketchen, D. J., McKenny, A. F., Allison, T. H., & Ireland, R. D. (2017). Research on crowdfunding: reviewing the (very recent) past and celebrating the present. Entrepreneurship Theory and Practice, 41(2), 149–160.CrossRef Short, J. C., Ketchen, D. J., McKenny, A. F., Allison, T. H., & Ireland, R. D. (2017). Research on crowdfunding: reviewing the (very recent) past and celebrating the present. Entrepreneurship Theory and Practice, 41(2), 149–160.CrossRef
Zurück zum Zitat Simmons, S. A., Wiklund, J., & Levie, J. (2014). Stigma and business failure: implications for entrepreneurs’ career choices. Small Business Economics, 42(3), 485–505.CrossRef Simmons, S. A., Wiklund, J., & Levie, J. (2014). Stigma and business failure: implications for entrepreneurs’ career choices. Small Business Economics, 42(3), 485–505.CrossRef
Zurück zum Zitat Stiglitz, J., & Weiss, A. (1981). Credit rationing in markets with imperfect information. American Economic Review, 71, 393–410. Stiglitz, J., & Weiss, A. (1981). Credit rationing in markets with imperfect information. American Economic Review, 71, 393–410.
Zurück zum Zitat Storey, D. J. (1994). Understanding the small business sector. London: Routledge. Storey, D. J. (1994). Understanding the small business sector. London: Routledge.
Zurück zum Zitat Stuart, T. E., Hoang, H., & Hybels, R. C. (1999). Interorganizational endorsements and the performance of entrepreneurial ventures. Administrative Science Quarterly, 44(2), 315–349.CrossRef Stuart, T. E., Hoang, H., & Hybels, R. C. (1999). Interorganizational endorsements and the performance of entrepreneurial ventures. Administrative Science Quarterly, 44(2), 315–349.CrossRef
Zurück zum Zitat Ucbasaran, D., Shepherd, D. A., Lockett, A., & Lyon, S. J. (2013). Life after business failure: the process and consequences of business failure for entrepreneurs. Journal of Management, 39(1), 163–202.CrossRef Ucbasaran, D., Shepherd, D. A., Lockett, A., & Lyon, S. J. (2013). Life after business failure: the process and consequences of business failure for entrepreneurs. Journal of Management, 39(1), 163–202.CrossRef
Zurück zum Zitat Van der Zwan, P. (2016). Bank loan application success of innovative and non-innovative SMEs. International Review of Entrepreneurship, 14(4), 483–502.CrossRef Van der Zwan, P. (2016). Bank loan application success of innovative and non-innovative SMEs. International Review of Entrepreneurship, 14(4), 483–502.CrossRef
Zurück zum Zitat Vismara, S. (2016). Equity retention and social network theory in equity crowdfunding. Small Business Economics, 46(4), 579–590.CrossRef Vismara, S. (2016). Equity retention and social network theory in equity crowdfunding. Small Business Economics, 46(4), 579–590.CrossRef
Zurück zum Zitat Zhang, J., & Liu, P. (2012). Rational herding in microloan markets. Management Science, 58(5), 892–912.CrossRef Zhang, J., & Liu, P. (2012). Rational herding in microloan markets. Management Science, 58(5), 892–912.CrossRef
Metadaten
Titel
Small business online loan crowdfunding: who gets funded and what determines the rate of interest?
verfasst von
Reabetswe Kgoroeadira
Andrew Burke
André van Stel
Publikationsdatum
22.02.2018
Verlag
Springer US
Erschienen in
Small Business Economics / Ausgabe 1/2019
Print ISSN: 0921-898X
Elektronische ISSN: 1573-0913
DOI
https://doi.org/10.1007/s11187-017-9986-z

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