Consumer behaviour and credit supply: Evidence from an Australian FinTech lender
Author
Abstract
Suggested Citation
DOI: 10.1016/j.frl.2023.104205
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
- John Bagnall & David Bounie & Kim P. Huynh & Anneke Kosse & Tobias Schmidt & Scott Schuh, 2016.
"Consumer Cash Usage: A Cross-Country Comparison with Payment Diary Survey Data,"
International Journal of Central Banking, International Journal of Central Banking, vol. 12(4), pages 1-61, December.
- Schmidt, Tobias & Stix, Helmut & Huynh, Kim P. & Kosse, Anneke & Schuh, Scott & Bagnall, John & Bounie, David, 2014. "Consumer cash usage: a cross-country comparison with payment diary survey data," Working Paper Series 1685, European Central Bank.
- John Bagnall & David Bounie & Kim P. Huynh & Anneke Kosse & Tobias Schmidt & Scott Schuh & Helmut Stix, 2014. "Consumer cash usage: a cross-country comparison with payment diary survey data," Working Papers 14-4, Federal Reserve Bank of Boston.
- Bagnall, John & Bounie, David & Huynh, Kim P. & Kosse, Anneke & Schmidt, Tobias & Schuh, Scott & Stix, Helmut, 2014. "Consumer cash usage: A cross-country comparison with payment diary survey data," Discussion Papers 13/2014, Deutsche Bundesbank.
- John Bagnall & David Bounie & Kim P. Huynh & Anneke Kosse & Tobias Schmidt & Scott Schuh & Helmut Stix, 2014. "Consumer Cash Usage: A Cross-Country Comparison with Payment Diary Survey Data," Working Papers 192, Oesterreichische Nationalbank (Austrian Central Bank).
- John Bagnall & David Bounie & Kim Huynh & Anneke Kosse & Tobias Schmidt & Scott Schuh & Helmut Stix, 2014. "Consumer Cash Usage: A Cross-Country Comparison with Payment Diary Survey Data," Staff Working Papers 14-20, Bank of Canada.
- Buchak, Greg & Matvos, Gregor & Piskorski, Tomasz & Seru, Amit, 2018.
"Fintech, regulatory arbitrage, and the rise of shadow banks,"
Journal of Financial Economics, Elsevier, vol. 130(3), pages 453-483.
- Buchak, Greg & Matvos, Gregor & Piskorski, Tomasz & Seru, Amit, 2017. "Fintech, Regulatory Arbitrage, and the Rise of Shadow Banks," Research Papers 3511, Stanford University, Graduate School of Business.
- Greg Buchak & Gregor Matvos & Tomasz Piskorski & Amit Seru, 2017. "Fintech, Regulatory Arbitrage, and the Rise of Shadow Banks," NBER Working Papers 23288, National Bureau of Economic Research, Inc.
- Freedman, Seth & Jin, Ginger Zhe, 2017.
"The information value of online social networks: Lessons from peer-to-peer lending,"
International Journal of Industrial Organization, Elsevier, vol. 51(C), pages 185-222.
- Seth Freedman & Ginger Zhe Jin, 2014. "The Information Value of Online Social Networks: Lessons from Peer-to-Peer Lending," NBER Working Papers 19820, National Bureau of Economic Research, Inc.
- Croux, Christophe & Jagtiani, Julapa & Korivi, Tarunsai & Vulanovic, Milos, 2020.
"Important factors determining Fintech loan default: Evidence from a lendingclub consumer platform,"
Journal of Economic Behavior & Organization, Elsevier, vol. 173(C), pages 270-296.
- Christophe Croux & Julapa Jagtiani & Tarunsai Korivi & Milos Vulanovic, 2020. "Important Factors Determining Fintech Loan Default: Evidence from the LendingClub Consumer Platform," Working Papers 20-15, Federal Reserve Bank of Philadelphia.
- Khandani, Amir E. & Kim, Adlar J. & Lo, Andrew W., 2010. "Consumer credit-risk models via machine-learning algorithms," Journal of Banking & Finance, Elsevier, vol. 34(11), pages 2767-2787, November.
- Dorfleitner, Gregor & Priberny, Christopher & Schuster, Stephanie & Stoiber, Johannes & Weber, Martina & de Castro, Ivan & Kammler, Julia, 2016. "Description-text related soft information in peer-to-peer lending – Evidence from two leading European platforms," Journal of Banking & Finance, Elsevier, vol. 64(C), pages 169-187.
- John Gathergood & Benedict Guttman-Kenney & Stefan Hunt, 2019. "How Do Payday Loans Affect Borrowers? Evidence from the U.K. Market," The Review of Financial Studies, Society for Financial Studies, vol. 32(2), pages 496-523.
- Gonzalez, Laura & Loureiro, Yuliya Komarova, 2014. "When can a photo increase credit? The impact of lender and borrower profiles on online peer-to-peer loans," Journal of Behavioral and Experimental Finance, Elsevier, vol. 2(C), pages 44-58.
- Marco Di Maggio & Vincent Yao, 2021.
"Fintech Borrowers: Lax Screening or Cream-Skimming?,"
The Review of Financial Studies, Society for Financial Studies, vol. 34(10), pages 4565-4618.
- Marco Di Maggio & Vincent Yao, 2020. "Fintech Borrowers: Lax-Screening or Cream-Skimming?," NBER Working Papers 28021, National Bureau of Economic Research, Inc.
- Cuiqing Jiang & Zhao Wang & Ruiya Wang & Yong Ding, 2018. "Loan default prediction by combining soft information extracted from descriptive text in online peer-to-peer lending," Annals of Operations Research, Springer, vol. 266(1), pages 511-529, July.
- Tobias Berg & Valentin Burg & Ana Gombović & Manju Puri, 2020.
"On the Rise of FinTechs: Credit Scoring Using Digital Footprints,"
The Review of Financial Studies, Society for Financial Studies, vol. 33(7), pages 2845-2897.
- Tobias Berg & Valentin Burg & Ana Gombović & Manju Puri, 2018. "On the Rise of FinTechs – Credit Scoring using Digital Footprints," NBER Working Papers 24551, National Bureau of Economic Research, Inc.
- Abhijit Banerjee & Dean Karlan & Jonathan Zinman, 2015. "Six Randomized Evaluations of Microcredit: Introduction and Further Steps," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 1-21, January.
- Julapa Jagtiani & Catharine Lemieux, 2019.
"The roles of alternative data and machine learning in fintech lending: Evidence from the LendingClub consumer platform,"
Financial Management, Financial Management Association International, vol. 48(4), pages 1009-1029, December.
- Julapa Jagtiani & Catharine Lemieux, 2018. "The Roles of Alternative Data and Machine Learning in Fintech Lending: Evidence from the LendingClub Consumer Platform," Working Papers 18-15, Federal Reserve Bank of Philadelphia.
- Mingfeng Lin & Nagpurnanand R. Prabhala & Siva Viswanathan, 2013. "Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending," Management Science, INFORMS, vol. 59(1), pages 17-35, August.
- Ankita Das & Debabrata Das, 2020. "Perception, Adoption, and Pattern of Usage of FinTech Services by Bank Customers: Evidences from Hojai District of Assam," Emerging Economy Studies, International Management Institute, vol. 6(1), pages 7-22, May.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Li, Taoying & Peng, Mengyin & Zhang, Jianjiang & Zheng, Long & Chen, Qiang, 2024. "Legal environment and natural resource dependence: The role of fintech and green innovation in China," Resources Policy, Elsevier, vol. 90(C).
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.- Joseph P. Hughes & Julapa Jagtiani & Choon-Geol Moon, 2022.
"Consumer lending efficiency: commercial banks versus a fintech lender,"
Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-39, December.
- Joseph Hughes & Julapa Jagtiani & Choon-Geol Moon, 2018. "Consumer Lending Efficiency: Commercial Banks Versus A Fintech Lender," Departmental Working Papers 201806, Rutgers University, Department of Economics.
- Joseph P. Hughes & Julapa Jagtiani & Choon-Geol Moon, 2019. "Consumer Lending Efficiency:Commercial Banks Versus A Fintech Lender," Working Papers 19-22, Federal Reserve Bank of Philadelphia.
- Tobias Berg & Andreas Fuster & Manju Puri, 2022.
"FinTech Lending,"
Annual Review of Financial Economics, Annual Reviews, vol. 14(1), pages 187-207, November.
- Tobias Berg & Andreas Fuster & Manju Puri, 2021. "FinTech Lending," Swiss Finance Institute Research Paper Series 21-72, Swiss Finance Institute.
- Berg, Tobias & Puri, Manju, 2021. "FinTech Lending," CEPR Discussion Papers 16668, C.E.P.R. Discussion Papers.
- Tobias Berg & Andreas Fuster & Manju Puri, 2021. "FinTech Lending," NBER Working Papers 29421, National Bureau of Economic Research, Inc.
- Brandon Goldstein & Julapa Jagtiani & Catharine Lemieux, 2023. "Did Fintech Loans Default More During the COVID-19 Pandemic? Were Fintech Firms “Cream-Skimming” the Best Borrowers?," Working Papers 23-26, Federal Reserve Bank of Philadelphia.
- Eccles, Peter & Grout, Paul & Siciliani, Paolo & Zalewska, Anna, 2021. "The impact of machine learning and big data on credit markets," Bank of England working papers 930, Bank of England.
- Nicola Branzoli & Ilaria Supino, 2020. "FinTech credit: a critical review of empirical research," Questioni di Economia e Finanza (Occasional Papers) 549, Bank of Italy, Economic Research and International Relations Area.
- Franklin Allen & Xian Gu & Julapa Jagtiani, 2021.
"A Survey of Fintech Research and Policy Discussion,"
Review of Corporate Finance, now publishers, vol. 1(3-4), pages 259-339, July.
- Franklin Allen & Julapa Jagtiani, 2020. "A Survey of Fintech Research and Policy Discussion," Working Papers 20-21, Federal Reserve Bank of Philadelphia.
- Pankaj Kumar Maskara & Emre Kuvvet & Gengxuan Chen, 2021. "The role of P2P platforms in enhancing financial inclusion in the United States: An analysis of peer‐to‐peer lending across the rural–urban divide," Financial Management, Financial Management Association International, vol. 50(3), pages 747-774, September.
- Kowalewski, Oskar & Pisany, Paweł, 2022.
"Banks' consumer lending reaction to fintech and bigtech credit emergence in the context of soft versus hard credit information processing,"
International Review of Financial Analysis, Elsevier, vol. 81(C).
- Kowalewski & Pawel Pisany, 2021. "Banks’ consumer lending reaction to fintech and bigtech credit emergence in the context of soft versus hard credit information processing," Working Papers 2021-ACF-07, IESEG School of Management.
- Xueru Chen & Xiaoji Hu & Shenglin Ben, 2021. "How do reputation, structure design and FinTech ecosystem affect the net cash inflow of P2P lending platforms? Evidence from China," Electronic Commerce Research, Springer, vol. 21(4), pages 1055-1082, December.
- Danisewicz, Piotr & Elard, Ilaf, 2023. "The real effects of financial technology: Marketplace lending and personal bankruptcy," Journal of Banking & Finance, Elsevier, vol. 155(C).
- Kriebel, Johannes & Stitz, Lennart, 2022. "Credit default prediction from user-generated text in peer-to-peer lending using deep learning," European Journal of Operational Research, Elsevier, vol. 302(1), pages 309-323.
- Yufei Xia & Lingyun He & Yinguo Li & Nana Liu & Yanlin Ding, 2020. "Predicting loan default in peer‐to‐peer lending using narrative data," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 39(2), pages 260-280, March.
- Bertsch, Christoph & Hull, Isaiah & Qi, Yingjie & Zhang, Xin, 2020. "Bank misconduct and online lending," Journal of Banking & Finance, Elsevier, vol. 116(C).
- Gregor Dorfleitner & Eva-Maria Oswald & Rongxin Zhang, 2021. "From Credit Risk to Social Impact: On the Funding Determinants in Interest-Free Peer-to-Peer Lending," Journal of Business Ethics, Springer, vol. 170(2), pages 375-400, May.
- Cuadros-Solas, Pedro J. & Cubillas, Elena & Salvador, Carlos, 2023. "Does alternative digital lending affect bank performance? Cross-country and bank-level evidence," International Review of Financial Analysis, Elsevier, vol. 90(C).
- Soojin Park & Prida Erni Kesuma & Man Cho, 2021. "Did Financial Consumers Benefit from the Digital Transformation? An Empirical Investigation," IJFS, MDPI, vol. 9(4), pages 1-18, October.
- Allen, Franklin & Gu, Xian & Jagtiani, Julapa, 2022.
"Fintech, Cryptocurrencies, and CBDC: Financial Structural Transformation in China,"
Journal of International Money and Finance, Elsevier, vol. 124(C).
- Franklin Allen & Xian Gu & Julapa Jagtiani, 2022. "Fintech, Cryptocurrencies, and CBDC: Financial Structural Transformation in China”," Working Papers 22-12, Federal Reserve Bank of Philadelphia.
- Allen, Franklin & Gu, Xian & Jagtiani, Julapa, 2022. "Fintech, Cryptocurrencies, and CBDC: Financial Structural Transformation in China," CEPR Discussion Papers 16977, C.E.P.R. Discussion Papers.
- Bollaert, Helen & Lopez-de-Silanes, Florencio & Schwienbacher, Armin, 2021. "Fintech and access to finance," Journal of Corporate Finance, Elsevier, vol. 68(C).
- Thorsten Beck & Leonardo Gambacorta & Yiping Huang & Zhenhua Li & Han Qiu, 2022.
"Big techs, QR code payments and financial inclusion,"
BIS Working Papers
1011, Bank for International Settlements.
- Beck, Thorsten & Gambacorta, Leonardo & Huang, Yiping & Li, Zhenhua & Qiu, Han, 2022. "Big techs, QR code payments and financial inclusion," CEPR Discussion Papers 17297, C.E.P.R. Discussion Papers.
- Davaadorj, Zagdbazar & Enkhtaivan, Bolortuya & Lu, Wenling, 2024. "The role of job titles in online peer-to-peer lending: An empirical investigation on skilled borrowers," Journal of Behavioral and Experimental Finance, Elsevier, vol. 41(C).
More about this item
Keywords
FinTech lending; Consumer behaviour; Borrower behaviour;All these keywords.
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:finlet:v:57:y:2023:i:c:s1544612323005779. 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/frl .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.