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Journal Article
Do market react to bank examination ratings? evidence of indirect disclosure of management quality through BHCs' application to convert to FHC
Allen, Linda; Jagtiani, Julapa; Moser, James T. (2000-10)
Emerging Issues , Issue Oct

Working Paper
Important Factors Determining Fintech Loan Default: Evidence from the LendingClub Consumer Platform
Jagtiani, Julapa; Croux, Christophe; Korivi, Tarunsai; Vulanovic, Milos (2020-04-16)
This study examines key default determinants of fintech loans, using loan-level data from the LendingClub consumer platform during 2007–2018. We identify a robust set of contractual loan characteristics, borrower characteristics, and macroeconomic variables that are important in determining default. We find an important role of alternative data in determining loan default, even after controlling for the obvious risk characteristics and the local economic factors. The results are robust to different empirical approaches. We also find that homeownership and occupation are important factors in ...
Working Papers , Paper 20-15

Journal Article
Early warning models for bank supervision: Simpler could be better.
Kolari, James; Jagtiani, Julapa; Shin, G. Hwan; Lemieux, Catharine (2003-07)
Can computer-based models, using publicly available information, be used as off-site early warning systems (EWS) to identify banks that will become inadequately capitalized in the near future? The EWS models analyzed in this article are able to detect the early onset of financial distress one year in advance with a reasonable degree of accuracy. Although simple EWS models do as well as or better than more sophisticated ones, more sophisticated models could provide detailed information about individual bank strengths and weaknesses.
Economic Perspectives , Volume 27 , Issue Q III , Pages 49-60

Working Paper
The Roles of Alternative Data and Machine Learning in Fintech Lending: Evidence from the LendingClub Consumer Platform
Jagtiani, Julapa; Lemieux, Catharine (2018-04-05)
Supersedes Working Paper 17-17. Fintech has been playing an increasing role in shaping financial and banking landscapes. There have been concerns about the use of alternative data sources by fintech lenders and the impact on financial inclusion. We compare loans made by a large fintech lender and similar loans that were originated through traditional banking channels. Specifically, we use account-level data from LendingClub and Y-14M data reported by bank holding companies with total assets of $50 billion or more. We find a high correlation with interest rate spreads, LendingClub rating ...
Working Papers , Paper 18-15

Working Paper
Corporate governance structure and mergers
Jagtiani, Julapa; Brewer, Elijah; Jackson, William E. (2010)
Few transactions have the potential to generate revelations about the market value of corporate assets and liabilities as mergers and acquisitions (M&A). Corporate governance and control mechanisms such as independent directors, independent blockholders, and managerial share ownership are usually important predictors of the size and distribution of the incremental wealth generated by M&A transactions. The authors add to this literature by investigating these relationships using a sample of banking organization M&A transactions over the period 1990-2004. Unlike research on nonfinancial firms, ...
Working Papers , Paper 10-26

Working Paper
Fintech, Cryptocurrencies, and CBDC: Financial Structural Transformation in China”
Allen, Franklin; Gu, Xian; Jagtiani, Julapa (2022-04-11)
Fintech and decentralized finance have penetrated all areas of the financial system and have improved financial inclusion in the last decade. In this paper, we review the recent literature on fintech, cryptocurrencies, stablecoins, and central bank digital currencies (CBDCs). There are important implications from the rise of fintech and the introduction of stablecoins and CBDCs in recent years. We provide an overview of China’s experience in fintech, focusing on payments, digital banking, fintech lending, and the recent progress on its CBDC pilots (e-CNY). We also discuss important ...
Working Papers , Paper 22-12

Working Paper
Redefault Risk in the Aftermath of the Mortgage Crisis: Why Did Modifications Improve More Than Self-Cures?
Abell, David; Calem, Paul S.; Jagtiani, Julapa; Maingi, Ramain Quinn (2018-01-22)
This paper examines changes in the redefault rate of mortgages that were selected for modification during 2008?2011, compared with that of similarly situated self-cured mortgages during the same period. We find that while the performance of both modified and self-cured loans improved dramatically over this period, the decline in the redefault rate for modified loans was substantially larger, and we attribute this difference to a few key factors. First, the modification terms regarding repayments have become increasingly more generous, including more principal reduction, resulting in greater ...
Working Papers , Paper 18-2

Working Paper
A Survey of Fintech Research and Policy Discussion
Allen, Franklin; Jagtiani, Julapa (2020-05-28)
The intersection of finance and technology, known as fintech, has resulted in the dramatic growth of innovations and has changed the entire financial landscape. While fintech has a critical role to play in democratizing credit access to the unbanked and thin-file consumers around the globe, those consumers who are currently well served also turn to fintech for faster services and greater transparency. Fintech, particularly the blockchain, has the potential to be disruptive to financial systems and intermediation. Our aim in this paper is to provide a comprehensive fintech literature survey ...
Working Papers , Paper 20-21

Working Paper
THE IMPACTS OF FINANCIAL REGULATIONS: SOLVENCY AND LIQUIDITY IN THE POST-CRISIS PERIOD
Jagtiani, Julapa; Cumming, Christine M.; Baker, Colleen (2017-04-24)
This paper discusses the new financial regulations in the post?financial crisis period, focusing on capital and liquidity regulations. Basel III and the capital stress tests introduced new requirements and new definitions while retaining the structure of the pre-2010 requirements. The total number of requirements increased, making it difficult to determine which constraints are binding. We find that the new common equity tier 1 (CET1) and Level 1 high-quality liquid assets (HQLAs) are the binding constraints at large U.S. banks, especially for banks that are active in capital markets ...
Working Papers , Paper 17-10

Working Paper
Target's corporate governance and bank merger payoffs
Jagtiani, Julapa; Brewer, Elijah; Jackson, William E. (2007)
Commercial bank merger and acquisition (M&A) transactions are especially informative for analyzing the impact of differing corporate governance structures on the balance of corporate control between managers and shareholders. We exploit these special characteristics to investigate the balance of control between top-tier managers and shareholders using data from bank M&A transactions over the period 1990-2004. Unlike research on non-financial firms, the impacts of independent directors, managerial share ownership, and independent blockholders on bank merger purchase premiums in this ...
Research Working Paper , Paper RWP 07-13

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