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Erschienen in: Small Business Economics 2/2015

01.02.2015

The role of demographics in small business loan pricing

verfasst von: Doris Neuberger, Solvig Räthke-Döppner

Erschienen in: Small Business Economics | Ausgabe 2/2015

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Abstract

Demographic change influences the structure of the entrepreneurially active population, which may affect credit risk and financing conditions of small firms. Using bank internal data of small business loans in Germany, we find that the lending relationship plays a larger role for loan prices than demographics. Loan rates decrease with soft information gained through longer loan processing time and a larger number of accounts at the same bank. They increase with hard information about repayment arrears and reminders. Late payments have the largest influence on loan prices. Older entrepreneurs do not seem to be discriminated. Rather, the younger have to pay more because their loans and businesses are smaller and they lack liquidity to pay in time. Marital status and population density of the business district do not matter. This is good news for aging economies with a rising share of elderly and singles and growing disparities between peripheral and agglomerated regions.

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Fußnoten
1
E.g., Petersen and Rajan (1994), Berger and Udell (1995), Angelini et al. (1998), Harhoff and Körting (1998), Elsas and Krahnen (1998), D’Auria et al. (1999), Cressy and Toivanen (2001), Lehmann and Neuberger (2001), Degryse and Ongena (2005), Hernandez-Canovas and Martinez-Solano (2010), Bharath et al. (2011), Bartoli et al. (2013), Stein (2014).
 
2
We do not review the literature on the role of ethnicity and gender in small business loan pricing, because it is not related to our own research.
 
3
See Harhoff and Körting (1998), Elsas and Krahnen (1998), Machauer and Weber (1998),Cressy and Toivanen (2001), Lehmann and Neuberger (2001), Lehmann et al. (2004), Petersen and Rajan (1994), D’Auria et al. (1999), Hernandez-Canovas and Martinez-Solano (2010), Stein (2014).
 
Literatur
Zurück zum Zitat Angelini, P., Di Salvo, R., & Ferri, G. (1998). Availability and cost of credit for small businesses: Customer relationships and credit cooperatives. Journal of Banking & Finance, 22, 925–954.CrossRef Angelini, P., Di Salvo, R., & Ferri, G. (1998). Availability and cost of credit for small businesses: Customer relationships and credit cooperatives. Journal of Banking & Finance, 22, 925–954.CrossRef
Zurück zum Zitat Bartoli, F., Ferri, G., Murro, P., & Rotondi, Z. (2013). SME financing and the choice of lending technology in Italy: Complementarity or substitutability? Journal of Banking & Finance, 37, 5476–5485.CrossRef Bartoli, F., Ferri, G., Murro, P., & Rotondi, Z. (2013). SME financing and the choice of lending technology in Italy: Complementarity or substitutability? Journal of Banking & Finance, 37, 5476–5485.CrossRef
Zurück zum Zitat Bartoli, F., Ferri, G., Murro, P., & Rotondi, Z. (2014). Bank support and export: evidence from small Italian firms. Small Business Economics, 42, 245–264.CrossRef Bartoli, F., Ferri, G., Murro, P., & Rotondi, Z. (2014). Bank support and export: evidence from small Italian firms. Small Business Economics, 42, 245–264.CrossRef
Zurück zum Zitat BBR. (2006). Kurzfassung Raumordnungsprognose 2020/2050, Bonn. BBR. (2006). Kurzfassung Raumordnungsprognose 2020/2050, Bonn.
Zurück zum Zitat Becker, G. S. (1957). The economics of discrimination. Chicago, IL: University of Chicago Press. Becker, G. S. (1957). The economics of discrimination. Chicago, IL: University of Chicago Press.
Zurück zum Zitat Berger, A. N., Cowan, A. M., & Frame, W. S. (2009), The surprising use of credit scoring in small business lending by community banks and the attendant effects on credit availability and risk. Federal Reserve Bank of Atlanta working paper 2009-9. Berger, A. N., Cowan, A. M., & Frame, W. S. (2009), The surprising use of credit scoring in small business lending by community banks and the attendant effects on credit availability and risk. Federal Reserve Bank of Atlanta working paper 2009-9.
Zurück zum Zitat Berger, A. N., & Frame, W. S. (2007). Small business credit scoring and credit availability. Journal of Small Business Management, 47, 5–22.CrossRef Berger, A. N., & Frame, W. S. (2007). Small business credit scoring and credit availability. Journal of Small Business Management, 47, 5–22.CrossRef
Zurück zum Zitat Berger, A. N., & Udell, G. F. (1995). Relationship lending and lines of credit in small firm finance. Journal of Business, 68, 351–381.CrossRef Berger, A. N., & Udell, G. F. (1995). Relationship lending and lines of credit in small firm finance. Journal of Business, 68, 351–381.CrossRef
Zurück zum Zitat Bharath, S. T., Dahiya, S., Saunders, S., & Srinivasan, A. (2011). Lending relationships and loan contract terms. Review of Financial Studies, 24, 1141–1203.CrossRef Bharath, S. T., Dahiya, S., Saunders, S., & Srinivasan, A. (2011). Lending relationships and loan contract terms. Review of Financial Studies, 24, 1141–1203.CrossRef
Zurück zum Zitat Boot, A. W. A. (2000). Relationship banking: What do we Know? Journal of Financial Intermediation, 9, 7–25.CrossRef Boot, A. W. A. (2000). Relationship banking: What do we Know? Journal of Financial Intermediation, 9, 7–25.CrossRef
Zurück zum Zitat Bottazzi, G., Secchi, A., & Tamagni, F. (2014). Financial constraints and firm dynamics. Small Business Economics, 42, 99–116.CrossRef Bottazzi, G., Secchi, A., & Tamagni, F. (2014). Financial constraints and firm dynamics. Small Business Economics, 42, 99–116.CrossRef
Zurück zum Zitat Cavalluzzo, K. S., Cavalluzzo, L. C., & Wolken, J. D. (2002). Competition, small business financing, and discrimination: Evidence from a new survey. Journal of Business, 75, 641–679.CrossRef Cavalluzzo, K. S., Cavalluzzo, L. C., & Wolken, J. D. (2002). Competition, small business financing, and discrimination: Evidence from a new survey. Journal of Business, 75, 641–679.CrossRef
Zurück zum Zitat Chakravarty, S., & Scott, J. S. (1999). Relationships and rationing in consumer loans. Journal of Business, 72, 523–544.CrossRef Chakravarty, S., & Scott, J. S. (1999). Relationships and rationing in consumer loans. Journal of Business, 72, 523–544.CrossRef
Zurück zum Zitat Coco, G., & Pignataro, G. (2013). Unfair credit allocations. Small Business Economics, 41, 241–251.CrossRef Coco, G., & Pignataro, G. (2013). Unfair credit allocations. Small Business Economics, 41, 241–251.CrossRef
Zurück zum Zitat Cressy, R., & Toivanen, O. (2001). Is there adverse selection in the credit market? Venture Capital, 3, 215–238.CrossRef Cressy, R., & Toivanen, O. (2001). Is there adverse selection in the credit market? Venture Capital, 3, 215–238.CrossRef
Zurück zum Zitat D’Auria, C., Foglia, A., & Reedtz, P. M. (1999). Bank interest rates and credit relationships in Italy. Journal of Banking & Finance, 23, 1067–1093.CrossRef D’Auria, C., Foglia, A., & Reedtz, P. M. (1999). Bank interest rates and credit relationships in Italy. Journal of Banking & Finance, 23, 1067–1093.CrossRef
Zurück zum Zitat Degryse, H., & Ongena, S. (2005). Distance, lending relationships, and competition. Journal of Finance, 60, 231–266.CrossRef Degryse, H., & Ongena, S. (2005). Distance, lending relationships, and competition. Journal of Finance, 60, 231–266.CrossRef
Zurück zum Zitat DeYoung, R., Glennon, D., & Nigro, P. (2008). Borrower–lender distance, credit scoring, and loan performance: Evidence from informational-opaque small business borrowers. Journal of Financial Intermediation, 17, 113–143.CrossRef DeYoung, R., Glennon, D., & Nigro, P. (2008). Borrower–lender distance, credit scoring, and loan performance: Evidence from informational-opaque small business borrowers. Journal of Financial Intermediation, 17, 113–143.CrossRef
Zurück zum Zitat Elsas, R., & Krahnen, J. P. (1998). Is relationship lending special? Evidence from credit-file data in Germany. Journal of Banking & Finance, 22, 1283–1316.CrossRef Elsas, R., & Krahnen, J. P. (1998). Is relationship lending special? Evidence from credit-file data in Germany. Journal of Banking & Finance, 22, 1283–1316.CrossRef
Zurück zum Zitat Elyasiani, E., & Goldberg, L. G. (2004). Relationship lending: A survey of the literature. Journal of Economics and Business, 56, 315–330.CrossRef Elyasiani, E., & Goldberg, L. G. (2004). Relationship lending: A survey of the literature. Journal of Economics and Business, 56, 315–330.CrossRef
Zurück zum Zitat Engel, D., Bauer, T. K.; Brink, K., Down, S., Hahn, M., Jacobi, L. et al. (2007). Unternehmensdynamik und alternde Bevölkerung, RWI Schriften Nr. 80. Engel, D., Bauer, T. K.; Brink, K., Down, S., Hahn, M., Jacobi, L. et al. (2007). Unternehmensdynamik und alternde Bevölkerung, RWI Schriften Nr. 80.
Zurück zum Zitat Gambini, A., & Zazzaro, A. (2013). Long-lasting bank relationships and growth of firms. Small Business Economics, 40, 977–1007.CrossRef Gambini, A., & Zazzaro, A. (2013). Long-lasting bank relationships and growth of firms. Small Business Economics, 40, 977–1007.CrossRef
Zurück zum Zitat Harhoff, D. (2008). Innovation, Entrepreneurship und Demographie, Perspektiven der Wirtschaftspolitik 9 (Special Issue), p 46–72. Harhoff, D. (2008). Innovation, Entrepreneurship und Demographie, Perspektiven der Wirtschaftspolitik 9 (Special Issue), p 46–72.
Zurück zum Zitat Harhoff, D., & Körting, T. (1998). Lending relationships in Germany: Empirical results from survey data. Journal of Banking & Finance, 22, 1317–1353.CrossRef Harhoff, D., & Körting, T. (1998). Lending relationships in Germany: Empirical results from survey data. Journal of Banking & Finance, 22, 1317–1353.CrossRef
Zurück zum Zitat Hernandez-Canovas, G., & Martinez-Solano, P. (2010). Relationship lending and SME financing in the continental European bank-based system. Small Business Economics, 34, 465–482.CrossRef Hernandez-Canovas, G., & Martinez-Solano, P. (2010). Relationship lending and SME financing in the continental European bank-based system. Small Business Economics, 34, 465–482.CrossRef
Zurück zum Zitat Kang, E., Zardkoohi, A., Paetzold, R. L., & Fraser, D. (2013). Relationship banking and escalating commitments to bad loans. Small Business Economics, 40, 899–910.CrossRef Kang, E., Zardkoohi, A., Paetzold, R. L., & Fraser, D. (2013). Relationship banking and escalating commitments to bad loans. Small Business Economics, 40, 899–910.CrossRef
Zurück zum Zitat Knobloch, M. & Reifner, U. (2013), iff-Überschuldungsreport 2013. Überschuldung in Deutschland, iff Institut für Finanzdienstleistungen e.V., Hamburg. Knobloch, M. & Reifner, U. (2013), iff-Überschuldungsreport 2013. Überschuldung in Deutschland, iff Institut für Finanzdienstleistungen e.V., Hamburg.
Zurück zum Zitat Kühner, A., & Mosch, A. (2011). Ruhestand versus Neustart. Bankmagazin, 10, 8–14. Kühner, A., & Mosch, A. (2011). Ruhestand versus Neustart. Bankmagazin, 10, 8–14.
Zurück zum Zitat Lehmann, E., & Neuberger, D. (2001). Do lending relationships matter? Evidence from bank survey data in Germany. Journal of Economic Behavior & Organization, 45, 339–359.CrossRef Lehmann, E., & Neuberger, D. (2001). Do lending relationships matter? Evidence from bank survey data in Germany. Journal of Economic Behavior & Organization, 45, 339–359.CrossRef
Zurück zum Zitat Lehmann, E., Neuberger, D., & Räthke, S. (2004). Lending to small and medium-sized firms: Is there an east–west gap in Germany? Small Business Economics, 23, 23–39.CrossRef Lehmann, E., Neuberger, D., & Räthke, S. (2004). Lending to small and medium-sized firms: Is there an east–west gap in Germany? Small Business Economics, 23, 23–39.CrossRef
Zurück zum Zitat Levesque, M., & Minniti, M. (2006). The effect of aging on entrepreneurial behaviour. Journal of Business Venturing, 21, 177–194.CrossRef Levesque, M., & Minniti, M. (2006). The effect of aging on entrepreneurial behaviour. Journal of Business Venturing, 21, 177–194.CrossRef
Zurück zum Zitat Machauer, A., & Weber, M. (1998). Bank behavior based on internal credit ratings of borrowers. Journal of Banking & Finance, 22, 1355–1384.CrossRef Machauer, A., & Weber, M. (1998). Bank behavior based on internal credit ratings of borrowers. Journal of Banking & Finance, 22, 1355–1384.CrossRef
Zurück zum Zitat Menkhoff, L., Neuberger, D., & Rungruxsirivorn, O. (2012). Collateral and its Substitutes in Emerging Markets’ Lending. Journal of Banking & Finance, 36, 817–834.CrossRef Menkhoff, L., Neuberger, D., & Rungruxsirivorn, O. (2012). Collateral and its Substitutes in Emerging Markets’ Lending. Journal of Banking & Finance, 36, 817–834.CrossRef
Zurück zum Zitat Neuberger, D., & Räthke, S. (2009). Microenterprises and multiple bank relationships: The case of professionals. Small Business Economics, 32, 207–229.CrossRef Neuberger, D., & Räthke, S. (2009). Microenterprises and multiple bank relationships: The case of professionals. Small Business Economics, 32, 207–229.CrossRef
Zurück zum Zitat Oliveira, B., & Fortunato, A. (2006). Firm growth and liquidity constraints: A dynamic analysis. Small Business Economics, 27, 139–156.CrossRef Oliveira, B., & Fortunato, A. (2006). Firm growth and liquidity constraints: A dynamic analysis. Small Business Economics, 27, 139–156.CrossRef
Zurück zum Zitat Ongena, S., & Smith, D. C. (2000). What determines the number of bank relationships? Cross-country evidence. Journal of Financial Intermediation, 9, 26–56.CrossRef Ongena, S., & Smith, D. C. (2000). What determines the number of bank relationships? Cross-country evidence. Journal of Financial Intermediation, 9, 26–56.CrossRef
Zurück zum Zitat Petersen, M. A., & Rajan, R. G. (1994). The benefits of lending relationships: Evidence from small business data. The Journal of Finance, 49, 3–37.CrossRef Petersen, M. A., & Rajan, R. G. (1994). The benefits of lending relationships: Evidence from small business data. The Journal of Finance, 49, 3–37.CrossRef
Zurück zum Zitat Petersen, M. A., & Rajan, R. G. (1995). The effect of credit market competition on lending relationship. Quarterly Journal of Economics, 110, 407–433.CrossRef Petersen, M. A., & Rajan, R. G. (1995). The effect of credit market competition on lending relationship. Quarterly Journal of Economics, 110, 407–433.CrossRef
Zurück zum Zitat Phelps, E. S. (1972). The statistical theory of racism and sexism. American Economic Review, 62, 659–661. Phelps, E. S. (1972). The statistical theory of racism and sexism. American Economic Review, 62, 659–661.
Zurück zum Zitat Rajan, R. G. (1992). Insiders and outsiders: The choice between informed and arms-length debt. Journal of Finance, 47, 1367–1400.CrossRef Rajan, R. G. (1992). Insiders and outsiders: The choice between informed and arms-length debt. Journal of Finance, 47, 1367–1400.CrossRef
Zurück zum Zitat Reifner, U. (2005), Altengerechte Finanzdienstleistungen „Herausforderungen der gesellschaftlichen Alterung für die Entwicklung neuer Finanzdienstleistungen und den Verbraucherschutz“Expertise für das Kapitel Wirtschaftliche Potenziale des Alters des fünften Altenberichts der Bundesregierung. Reifner, U. (2005), Altengerechte Finanzdienstleistungen „Herausforderungen der gesellschaftlichen Alterung für die Entwicklung neuer Finanzdienstleistungen und den Verbraucherschutz“Expertise für das Kapitel Wirtschaftliche Potenziale des Alters des fünften Altenberichts der Bundesregierung.
Zurück zum Zitat Reifner, U. (2012). Die Bevorzugung des Mittelalters: Zur Diskriminierung junger Erwachsener und älterer Menschen in Finanzdienstleistungen, Fachkongress der Antidiskriminierungsstelle des Bundes zum Thema “Zu jung? Zu alt? –Altersdiskriminierung als Herausforderung”, Berlin. Reifner, U. (2012). Die Bevorzugung des Mittelalters: Zur Diskriminierung junger Erwachsener und älterer Menschen in Finanzdienstleistungen, Fachkongress der Antidiskriminierungsstelle des Bundes zum Thema “Zu jung? Zu alt? –Altersdiskriminierung als Herausforderung”, Berlin.
Zurück zum Zitat Reifner, U., Größl, I., & Krüger, U. (2003). Kleinunternehmen und Banken in der Krise. Baden-Baden: Nomos. Reifner, U., Größl, I., & Krüger, U. (2003). Kleinunternehmen und Banken in der Krise. Baden-Baden: Nomos.
Zurück zum Zitat Scott, J. A. (2006). Loan officer turnover and credit availability for small firms. Journal of Small Business Management, 44, 544–562.CrossRef Scott, J. A. (2006). Loan officer turnover and credit availability for small firms. Journal of Small Business Management, 44, 544–562.CrossRef
Zurück zum Zitat Sharpe, S. A. (1990). Asymmetric information, bank lending, and implicit contracts: A stylized model of consumer relationships. The Journal of Finance, 45, 1069–1087. Sharpe, S. A. (1990). Asymmetric information, bank lending, and implicit contracts: A stylized model of consumer relationships. The Journal of Finance, 45, 1069–1087.
Zurück zum Zitat Statistisches Bundesamt. (2012), Alleinlebende in Deutschland. Ergebnisse des Mikrozensus 2011, Wiesbaden. Statistisches Bundesamt. (2012), Alleinlebende in Deutschland. Ergebnisse des Mikrozensus 2011, Wiesbaden.
Zurück zum Zitat Stein, I. (2014). The price impact of lending relationships. German Economic Review (forthcoming). Stein, I. (2014). The price impact of lending relationships. German Economic Review (forthcoming).
Zurück zum Zitat Stejvers, T., & Voordeckers, W. (2009). Collateral and credit rationing: A review of recent empirical studies as a guide for future research. Journal of Economic Surveys, 23, 924–946.CrossRef Stejvers, T., & Voordeckers, W. (2009). Collateral and credit rationing: A review of recent empirical studies as a guide for future research. Journal of Economic Surveys, 23, 924–946.CrossRef
Zurück zum Zitat Werner, A. & Faulenbach, N. (2008). Das Gründungsverhalten Älterer: Eine empirische Analyse mit den Daten des Gründerpanels des IfM Bonn, IfM-Materialien Nr. 184, Bonn, unter Mitarbeit von Brockmeyer, A. Werner, A. & Faulenbach, N. (2008). Das Gründungsverhalten Älterer: Eine empirische Analyse mit den Daten des Gründerpanels des IfM Bonn, IfM-Materialien Nr. 184, Bonn, unter Mitarbeit von Brockmeyer, A.
Zurück zum Zitat ZEW. (2013). Durchschnittsalter der Gründer steigt. ZEW Gründungsreport, 13(1), 2–3. ZEW. (2013). Durchschnittsalter der Gründer steigt. ZEW Gründungsreport, 13(1), 2–3.
Metadaten
Titel
The role of demographics in small business loan pricing
verfasst von
Doris Neuberger
Solvig Räthke-Döppner
Publikationsdatum
01.02.2015
Verlag
Springer US
Erschienen in
Small Business Economics / Ausgabe 2/2015
Print ISSN: 0921-898X
Elektronische ISSN: 1573-0913
DOI
https://doi.org/10.1007/s11187-014-9602-4

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