Risk-based loan pricing consequences for credit unions
Author
Abstract
Suggested Citation
DOI: 10.1016/j.jempfin.2018.02.006
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Jalal Akhavein & W. Scott Frame & Lawrence J. White, 2005.
"The Diffusion of Financial Innovations: An Examination of the Adoption of Small Business Credit Scoring by Large Banking Organizations,"
The Journal of Business, University of Chicago Press, vol. 78(2), pages 577-596, March.
- Jalal D. Akhavein & W. Scott Frame & Lawrence J. White, 2001. "The diffusion of financial innovations: an examination of the adoption of small business credit scoring by large banking organizations," FRB Atlanta Working Paper 2001-9, Federal Reserve Bank of Atlanta.
- Jalal Akhavein & W. Scott Frame & Lawrence J. White, 2001. "The Diffusion of Financial Innovations: An Examination of The Adoption of Small Business Credit Scoring by Large Banking Organizations," Center for Financial Institutions Working Papers 01-19, Wharton School Center for Financial Institutions, University of Pennsylvania.
- Jalal Akhavein & W. Scott Frame & Lawrence J. White, 2001. "The Diffusion of Financial Innovations: An Examination of the Adoption of Small Business Credit Scoring By Large Banking Organizations," Working Papers 01-08, New York University, Leonard N. Stern School of Business, Department of Economics.
- Jalal D. Akhavein & W. Scott Frame & Lawrence J. White, 2001. "The diffusion of financial innovations: an examination of the adoption of small business credit scoring by large banking organizations," Proceedings 724, Federal Reserve Bank of Chicago.
- William Adams & Liran Einav & Jonathan Levin, 2009.
"Liquidity Constraints and Imperfect Information in Subprime Lending,"
American Economic Review, American Economic Association, vol. 99(1), pages 49-84, March.
- William Adams & Liran Einav & Jonathan Levin, 2007. "Liquidity Constraints and Imperfect Information in Subprime Lending," NBER Working Papers 13067, National Bureau of Economic Research, Inc.
- Edelberg, Wendy, 2006. "Risk-based pricing of interest rates for consumer loans," Journal of Monetary Economics, Elsevier, vol. 53(8), pages 2283-2298, November.
- Hernández-Murillo, Rubén & Llobet, Gerard & Fuentes, Roberto, 2010.
"Strategic online banking adoption,"
Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1650-1663, July.
- Roberto Fuentes & Ruben Hernandez-Murillo & Gerard Llobet, 2007. "Strategic online-banking adoption," Working Papers 2006-058, Federal Reserve Bank of St. Louis.
- Rubén Hernández-Murillo & Gerard Llobet & Roberto Fuentes, 2008. "Strategic Online-Banking Adoption," Working Papers wp2008_0813, CEMFI.
- Alberto Abadie & Guido W. Imbens, 2016.
"Matching on the Estimated Propensity Score,"
Econometrica, Econometric Society, vol. 84, pages 781-807, March.
- Alberto Abadie & Guido W. Imbens, 2009. "Matching on the Estimated Propensity Score," NBER Working Papers 15301, National Bureau of Economic Research, Inc.
- Marco Caliendo & Sabine Kopeinig, 2008.
"Some Practical Guidance For The Implementation Of Propensity Score Matching,"
Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
- Caliendo, Marco & Kopeinig, Sabine, 2005. "Some Practical Guidance for the Implementation of Propensity Score Matching," IZA Discussion Papers 1588, Institute of Labor Economics (IZA).
- Marco Caliendo & Sabine Kopeinig, 2005. "Some Practical Guidance for the Implementation of Propensity Score Matching," Discussion Papers of DIW Berlin 485, DIW Berlin, German Institute for Economic Research.
- Marcello Bofondi & Francesca Lotti, 2006. "Innovation in the Retail Banking Industry: The Diffusion of Credit Scoring," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 28(4), pages 343-358, June.
- Thomas Hellmann & Laura Lindsey & Manju Puri, 2008.
"Building Relationships Early: Banks in Venture Capital,"
The Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 513-541, April.
- Thomas Hellman & Laura Lindsey & Manju Puri, 2004. "Building Relationships Early: Banks in Venture Capital," NBER Working Papers 10535, National Bureau of Economic Research, Inc.
- Dow Jr., James P., 2007. "The adoption of web banking at credit unions," The Quarterly Review of Economics and Finance, Elsevier, vol. 47(3), pages 435-448, July.
- Rosenbaum, Paul R., 2010. "Design Sensitivity and Efficiency in Observational Studies," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 692-702.
- Abadie, Alberto & Imbens, Guido W., 2011.
"Bias-Corrected Matching Estimators for Average Treatment Effects,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 1-11.
- Alberto Abadie & Guido W. Imbens, 2011. "Bias-Corrected Matching Estimators for Average Treatment Effects," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(1), pages 1-11, January.
- Liran Einav & Mark Jenkins & Jonathan Levin, 2012. "Contract Pricing in Consumer Credit Markets," Econometrica, Econometric Society, vol. 80(4), pages 1387-1432, July.
- DeYoung, Robert & Lang, William W. & Nolle, Daniel L., 2007. "How the Internet affects output and performance at community banks," Journal of Banking & Finance, Elsevier, vol. 31(4), pages 1033-1060, April.
- Wayne R. Archer & Peter J. Elmer & David M. Harrison & David C. Ling, 2002. "Determinants of Multifamily Mortgage Default," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 30(3), pages 445-473.
- Li, Xianghong & Zhao, Xinlei, 2006. "Propensity score matching and abnormal performance after seasoned equity offerings," Journal of Empirical Finance, Elsevier, vol. 13(3), pages 351-370, June.
- Fase, M. M. G., 1995. "The demand for commercial bank loans and the lending rate," European Economic Review, Elsevier, vol. 39(1), pages 99-115, January.
- Robert M. Feinberg & A.F.M. Ataur Rahman, 2006. "Are Credit Unions Just Small Banks? Determinants of Loan Rates in Local Consumer Lending Markets," Eastern Economic Journal, Eastern Economic Association, vol. 32(4), pages 647-659, Fall.
- Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The performance of estimators based on the propensity score," Journal of Econometrics, Elsevier, vol. 175(1), pages 1-21.
- Berger, Allen N & Frame, W Scott & Miller, Nathan H, 2005.
"Credit Scoring and the Availability, Price, and Risk of Small Business Credit,"
Journal of Money, Credit and Banking, Blackwell Publishing, vol. 37(2), pages 191-222, April.
- Allen N. Berger & W. Scott Frame & Nathan H. Miller, 2002. "Credit scoring and the availability, price, and risk of small business credit," Finance and Economics Discussion Series 2002-26, Board of Governors of the Federal Reserve System (U.S.).
- Allen N. Berger & W. Scott Frame & Nathan H. Miller, 2002. "Credit scoring and the availability, price, and risk of small business credit," FRB Atlanta Working Paper 2002-6, Federal Reserve Bank of Atlanta.
- Goenner, Cullen F, 2016. "The policy impact of new rules for loan participation on credit union returns," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 198-210.
- A. Calza & C. Gartner & J. Sousa, 2003. "Modelling the demand for loans to the private sector in the euro area," Applied Economics, Taylor & Francis Journals, vol. 35(1), pages 107-117.
- Behr, Andreas & Heid, Frank, 2011.
"The success of bank mergers revisited. An assessment based on a matching strategy,"
Journal of Empirical Finance, Elsevier, vol. 18(1), pages 117-135, January.
- Heid, Frank & Behr, Andreas, 2008. "The success of bank mergers revisited: an assessment based on a matching strategy," Discussion Paper Series 2: Banking and Financial Studies 2008,06, Deutsche Bundesbank.
- Jeffrey M Wooldridge, 2010.
"Econometric Analysis of Cross Section and Panel Data,"
MIT Press Books,
The MIT Press,
edition 2, volume 1, number 0262232588, December.
- Jeffrey M. Wooldridge, 2001. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262232197, December.
- James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
- Deng, Yongheng & Gabriel, Stuart, 2006. "Risk-Based Pricing and the Enhancement of Mortgage Credit Availability among Underserved and Higher Credit-Risk Populations," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(6), pages 1431-1460, September.
- Sumit Agarwal & Brent W. Ambrose & Souphala Chomsisengphet, 2008. "Determinants of automobile loan default and prepayment," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 32(Q III), pages 17-28.
- Rajeev H. Dehejia & Sadek Wahba, 2002.
"Propensity Score-Matching Methods For Nonexperimental Causal Studies,"
The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
- Rajeev H. Dehejia & Sadek Wahba, 1998. "Propensity Score Matching Methods for Non-experimental Causal Studies," NBER Working Papers 6829, National Bureau of Economic Research, Inc.
- Timothy H. Hannan & John M. McDowell, 1984. "The Determinants of Technology Adoption: The Case of the Banking Firm," RAND Journal of Economics, The RAND Corporation, vol. 15(3), pages 328-335, Autumn.
- Magri, Silvia & Pico, Raffaella, 2011.
"The rise of risk-based pricing of mortgage interest rates in Italy,"
Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1277-1290, May.
- Silvia Magri & Raffaella Pico, 2010. "The rise of risk-based pricing of mortgage interest rates in Italy," Temi di discussione (Economic working papers) 778, Bank of Italy, Economic Research and International Relations Area.
- Guido W. Imbens, 2004.
"Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review,"
The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
- Guido W. Imbens, 2003. "Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review," NBER Technical Working Papers 0294, National Bureau of Economic Research, Inc.
- Duca, John V & Rosenthal, Stuart S, 1994. "Do Mortgage Rates Vary Based on Household Default Characteristics? Evidence on Rate Sorting and Credit Rationing," The Journal of Real Estate Finance and Economics, Springer, vol. 8(2), pages 99-113, March.
- Robert M. Feinberg, 2001. "The Competitive Role Of Credit Unions In Small Local Financial Services Markets," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 560-563, August.
- Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
- Liran Einav & Mark Jenkins & Jonathan Levin, 2013. "The impact of credit scoring on consumer lending," RAND Journal of Economics, RAND Corporation, vol. 44(2), pages 249-274, June.
- Elisabeta Pana & Sascha Vitzthum & David Willis, 2015. "The impact of internet-based services on credit unions: a propensity score matching approach," Review of Quantitative Finance and Accounting, Springer, vol. 44(2), pages 329-352, February.
- Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Henrik Andersen & Ragnar E Juelsrud & Carola Müller, 2024. "Risk-based pricing in competitive lending markets," BIS Working Papers 1169, Bank for International Settlements.
- Neily, Oussama & Neily, Mohamed, 2022. "Liquidity and credit problems and the effect on the soundness of Tunisian groups (GDA )," MPRA Paper 114180, University Library of Munich, Germany.
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.- Krishnan Dandapani & Edward R. Lawrence & Jodonnis Rodriguez, 2018. "Determinants of Transactional Internet Banking," Journal of Financial Services Research, Springer;Western Finance Association, vol. 54(2), pages 243-267, October.
- Zeqin Liu & Zongwu Cai & Ying Fang & Ming Lin, 2019. "Statistical Analysis and Evaluation of Macroeconomic Policies: A Selective Review," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 201904, University of Kansas, Department of Economics, revised Mar 2019.
- Schleich, Joachim & Fleiter, Tobias, 2019. "Effectiveness of energy audits in small business organizations," Resource and Energy Economics, Elsevier, vol. 56(C), pages 59-70.
- Yihui He & Fang Han, 2023. "On propensity score matching with a diverging number of matches," Papers 2310.14142, arXiv.org, revised Nov 2023.
- Naureen Fatema & Shahriar Kibriya, 2018. "Givers of great dinners know few enemies: The impact of household food sufficiency and food sharing on low intensity interhousehold and community conflict in Eastern Democratic Republic of Congo," HiCN Working Papers 267, Households in Conflict Network.
- Fatema, Naureen & Kibriya, Shahriar, 2017. "Givers of great dinners know few enemies: The impact of household food security on micro-level communal conflict in Eastern Democratic Republic of Congo," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258482, Agricultural and Applied Economics Association.
- Ferman, Bruno, 2021.
"Matching estimators with few treated and many control observations,"
Journal of Econometrics, Elsevier, vol. 225(2), pages 295-307.
- Ferman, Bruno, 2017. "Matching Estimators with Few Treated and Many Control Observations," MPRA Paper 78940, University Library of Munich, Germany.
- Bruno Ferman, 2019. "Matching Estimators with Few Treated and Many Control Observations," Papers 1909.05093, arXiv.org, revised Mar 2021.
- W. Scott Frame & Larry Wall & Lawrence J. White, 2018.
"Technological Change and Financial Innovation in Banking: Some Implications for FinTech,"
Working Papers
18-28, New York University, Leonard N. Stern School of Business, Department of Economics.
- W. Scott Frame & Larry D. Wall & Lawrence J. White, 2018. "Technological Change and Financial Innovation in Banking: Some Implications for Fintech," FRB Atlanta Working Paper 2018-11, Federal Reserve Bank of Atlanta.
- Erlend E. Bø & Elin Halvorsen & Thor O. Thoresen, 2019.
"Heterogeneity of the Carnegie Effect,"
Journal of Human Resources, University of Wisconsin Press, vol. 54(3), pages 726-759.
- Erlend Eide Bø & Elin Halvorsen & Thor Olav Thoresen, 2015. "Heterogeneity of the Carnegie Effect," CESifo Working Paper Series 5339, CESifo.
- Erlend E. Bø & Elin Halvorsen & Thor O. Thoresen, 2016. "Heterogeneity of the Carnegie Effect," Discussion Papers 853, Statistics Norway, Research Department.
- Elisabeta Pana & Sascha Vitzthum & David Willis, 2015. "The impact of internet-based services on credit unions: a propensity score matching approach," Review of Quantitative Finance and Accounting, Springer, vol. 44(2), pages 329-352, February.
- Fatema, Naureen & Kibriya,, Shahriar, 2022. "Givers of great dinners know few enemies: The impact of household food sufficiency and food sharing behavior on low-intensity, interhousehold conflict in eastern Democratic Republic of Congo," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322524, Agricultural and Applied Economics Association.
- Magri, Silvia & Pico, Raffaella, 2011.
"The rise of risk-based pricing of mortgage interest rates in Italy,"
Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1277-1290, May.
- Silvia Magri & Raffaella Pico, 2010. "The rise of risk-based pricing of mortgage interest rates in Italy," Temi di discussione (Economic working papers) 778, Bank of Italy, Economic Research and International Relations Area.
- Fatema, Naureen, 2019. "Can land title reduce low-intensity interhousehold conflict incidences and associated damages in eastern DRC?," World Development, Elsevier, vol. 123(C), pages 1-1.
- Henrik Andersen & Ragnar E Juelsrud & Carola Müller, 2024. "Risk-based pricing in competitive lending markets," BIS Working Papers 1169, Bank for International Settlements.
- Tommaso Nannicini, 2007.
"Simulation-based sensitivity analysis for matching estimators,"
Stata Journal, StataCorp LP, vol. 7(3), pages 334-350, September.
- Tommaso Nannicini, 2006. "A Simulation-Based Sensitivity Analysis for Matching Estimators," North American Stata Users' Group Meetings 2006 6, Stata Users Group.
- Tommaso Nannicini, 2009. "A simulation-based sensitivity analysis for matching estimators," Italian Stata Users' Group Meetings 2008 05, Stata Users Group.
- Burger, Anže & Hogan, Teresa & Kotnik, Patricia & Rao, Sandeep & Sakinç, Mustafa Erdem, 2023. "Does acquisition lead to the growth of high-tech scale-ups? Evidence from Europe," Research in International Business and Finance, Elsevier, vol. 64(C).
- Gonzalo Nunez-Chaim & Henry G. Overman & Capucine Riom, 2024. "Does subsidising business advice improve firm performance? Evidence from a large RCT," CEP Discussion Papers dp1977, Centre for Economic Performance, LSE.
- Gregory S. Crawford & Nicola Pavanini & Fabiano Schivardi, 2018.
"Asymmetric Information and Imperfect Competition in Lending Markets,"
American Economic Review, American Economic Association, vol. 108(7), pages 1659-1701, July.
- Schivardi, Fabiano & Crawford, Gregory & Pavanini, Nicola, 2015. "Asymmetric Information and Imperfect Competition in Lending Markets," CEPR Discussion Papers 10473, C.E.P.R. Discussion Papers.
- Gregory S. Crawford & Nicola Pavanini & Fabiano Schivardi, 2017. "Asymmetric Information and Imperfect Competition in Lending Markets," EIEF Working Papers Series 1712, Einaudi Institute for Economics and Finance (EIEF), revised Oct 2017.
- Gregory S. Crawford & Nicola Pavanini & Fabiano Schivardi, 2015. "Asymmetric information and imperfect competition in lending markets," ECON - Working Papers 192, Department of Economics - University of Zurich.
- Crawford, Gregory S. & Pavanini, Nicola & Schivardi, Fabiano, 2015. "Asymmetric Information and Imperfect Competition in Lending Markets," CAGE Online Working Paper Series 227, Competitive Advantage in the Global Economy (CAGE).
- Andrea Ichino & Fabrizia Mealli & Tommaso Nannicini, 2008.
"From temporary help jobs to permanent employment: what can we learn from matching estimators and their sensitivity?,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(3), pages 305-327.
- Ichino, Andrea & Mealli, Fabrizia & Nannicini, Tommaso, 2006. "From Temporary Help Jobs to Permanent Employment: What Can We Learn from Matching Estimators and their Sensitivity?," IZA Discussion Papers 2149, Institute of Labor Economics (IZA).
- Ichino, Andrea & Nannicini, Tommaso & Mealli, Fabrizia, 2006. "From Temporary Help Jobs to Permanent Employment: What Can We Learn from Matching Estimators and their Sensitivity?," CEPR Discussion Papers 5736, C.E.P.R. Discussion Papers.
- Sodokin, Koffi & Djafon, Joseph Kokouvi & Dandonougbo, Yevessé & Akakpo, Afi & Couchoro, Mawuli K. & Agbodji, Akoété Ega, 2023. "Technological change, completeness of financing microstructures, and impact on well-being and income inequality," Telecommunications Policy, Elsevier, vol. 47(6).
More about this item
Keywords
Risk-based pricing; Credit union loan rates; Delinquency rates; Propensity score matching; Kernel density plots; Balanced covariates;All these keywords.
JEL classification:
- G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
- O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
- D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
- D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
Statistics
Access and download statisticsCorrections
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:eee:empfin:v:47:y:2018:i:c:p:105-119. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jempfin .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.