Information Technology and Credit: Evidence from Public Guarantees

Published Online:https://doi.org/10.1287/mnsc.2023.4957

References

  • Acharya VV, Engle RF III, Steffen S (2021) Why did bank stocks crash during COVID-19? NBER Working Paper No. w28559. National Bureau of Economic Research, Cambridge, MA.Google Scholar
  • Ahnert T, Doerr S, Pierri N, Timmer Y (2021) Does IT help startups? Information technology in banking and entrepreneurship. International Monetary Fund, Washington, DC.Google Scholar
  • Altavilla C, Ellul A, Pagano M, Polo A, Vlassopoulos T (2021) Loan guarantees, bank lending and credit risk reallocation. Preprint, submitted November 18, https://dx.doi.org/10.2139/ssrn.3963246.Google Scholar
  • Altman E, Danovi A, Falini A (2012) Z-score models’ application to Italian companies subject to extraordinary administration. Working paper, New York University, New York.Google Scholar
  • Arnaudo D, Del Prete S, Demma C, Manile M, Orame A, Pagnini M, Rossi C, Rossi P, Soggia G (2022) The digital trasformation in the Italian banking sector. Bank of Italy Occasional Paper (682), Rome.Google Scholar
  • Bachas N, Kim O, Yannelis C (2021) Loan guarantees and credit supply. J. Financial Econom. 139(3):872–894.CrossrefGoogle Scholar
  • Bachi R (1962) Standard distance measures and related methods for spatial analysis. Papers Regional Sci. 10(1):83–132.CrossrefGoogle Scholar
  • Bailey M, Cao R, Kuchler T, Stroebel J (2018) The economic effects of social networks: Evidence from the housing market. J. Political Econom. 126(6):2224–2276.CrossrefGoogle Scholar
  • Balyuk T, Prabhala NR, Puri M (2020) Indirect cost of government aid and intermediary supply effects: Lessons from the Paycheck Protection Program. NBER Working Paper No. 28114, National Bureau of Economic Research, Cambridge, MA.Google Scholar
  • Barrot J-N, Martin T, Sauvagnat J, Vallee B (2019) Employment effects of alleviating financing frictions: Worker-level evidence from a loan guarantee program. Working paper, HEC Paris, Paris.Google Scholar
  • Beck T, Klapper LF, Mendoza JC (2010) The typology of partial credit guarantee funds around the world. J. Financial Stability 6(1):10–25.CrossrefGoogle Scholar
  • Beck T, Degryse H, De Haas R, Van Horen N (2018) When arm’s length is too far: Relationship banking over the credit cycle. J. Financial Econom. 127(1):174–196.CrossrefGoogle Scholar
  • Berger AN, Udell GF (1995) Relationship lending and lines of credit in small firm finance. J. Bus. 68(3):351–381.CrossrefGoogle Scholar
  • Bolton P, Freixas X, Gambacorta L, Mistrulli PE (2016) Relationship and transaction lending in a crisis. Rev. Financial Stud. 29(10):2643–2676.CrossrefGoogle Scholar
  • Brown D, Earle J (2017) Finance and growth at the firm level: Evidence from SBA loans. J. Finance 72(3):1039–1080.CrossrefGoogle Scholar
  • Carletti E, Oliviero T, Pagano M, Pelizzon L, Subrahmanyam MG (2020) The Covid-19 shock and equity shortfall: Firm-level evidence from Italy. Rev. Corporate Finance Stud. 9(3):534–568.CrossrefGoogle Scholar
  • Cascarino G, Gallo R, Palazzo F, Sette E (2022) Public guarantees and credit additionality during the Covid-19 pandemic. Bank of Italy Temi di Discussione (Working Paper) No. 1369, Bank of Italy, Rome.Google Scholar
  • Chetty R, Friedman JN, Stepner M, The Opportunity Insights Team (2020) The economic impacts of COVID-19: Evidence from a new public database built using private sector data. NBER Working Paper No. 27431, National Bureau of Economic Research, Cambridge, MA.Google Scholar
  • Chodorow-Reich G, Darmouni O, Luck S, Plosser M (2022) Bank liquidity provision across the firm size distribution. J. Financial Econom. 144(3):908–932.CrossrefGoogle Scholar
  • Cortés KR, Strahan PE (2017) Tracing out capital flows: How financially integrated banks respond to natural disasters. J. Financial Econom. 125(1):182–199.CrossrefGoogle Scholar
  • D’Andrea A, Limodio N (2023) High-speed internet, financial technology and banking. Management Sci., ePub ahead of print February 17, https://doi.org/10.1287/mnsc.2023.4703.LinkGoogle Scholar
  • D’Andrea A, Pelosi M, Sette E (2021) Broadband and bank intermediation. Working Paper. Bocconi University, Milan.Google Scholar
  • de Blasio G, De Mitri S, D’Ignazio A, Russo PF, Stoppani L (2018) Public guarantees to SME borrowing. A RDD evaluation. J. Banking Finance 96(C):73–86.CrossrefGoogle Scholar
  • Degryse H, Ongena S (2005) Distance, lending relationships, and competition. J. Finance 60(1):231–266.CrossrefGoogle Scholar
  • Erel I, Liebersohn J (2022) Does fintech substitute for banks? Evidence from the Paycheck Protection Program. J. Financial Econom. 146(1):90–118.CrossrefGoogle Scholar
  • Fu J, Mishra M (2020) The global impact of COVID-19 on fintech adoption. Swiss Finance Institute Research Paper (20-38), Zürich.Google Scholar
  • Gonzalez-Uribe J, Wang S (2020) The effects of small-firm loan guarantees in the UK: Insights for the COVID-19 pandemic crisis. Working paper, London School of Economics, London.Google Scholar
  • Gourinchas P-O, Kalemli-Ozcan S, Penciakova V, Sander N (2020) Covid-19 and SME failures. NBER Working Paper No. 27877, National Bureau of Economic Research, Cambridge, MA.Google Scholar
  • Granja J, Leuz C, Rajan R (2022a) Going the extra mile: Distant lending and credit cycles. J. Finance 77(2):1259–1324.CrossrefGoogle Scholar
  • Granja J, Makridis C, Yannelis C, Zwick E (2022b) Did the Paycheck Protection Program hit the target? J. Financial Econom. 145(3):725–761.CrossrefGoogle Scholar
  • Greenwald DL, Krainer J, Paul P (2020) The credit line channel. Working paper, MIT Sloan School of Management, Cambridge, MA.Google Scholar
  • He Z, Jiang S, Xu D, Yin X (2021) Investing in lending technology: IT spending in banking. University of Chicago, Becker Friedman Institute for Economics Working Paper (2021–116), Chicago.Google Scholar
  • Italian Banking Association (2020) Rilevazione sull’IT nel sistema bancario italiano. Italian Banking Association, Rome.Google Scholar
  • Italian Banking Association (2021) ABI monthly outlook—February 2021. Italian Banking Association, Rome.Google Scholar
  • Italian National Institute of Statistics (2020) Situazione e prospettive delle imprese nell’emergenza sanitaria Covid-19. Technical report, ISTAT, Rome.Google Scholar
  • Jimenez G, Peydro J-L, Repullo R, Saurina J (2019) Burning money? Government lending in a credit crunch. Working paper, Bank of Spain, Madrid.Google Scholar
  • Khwaja AI, Mian A (2005) Do lenders favor politically connected firms? Rent provision in an emerging financial market. Quart. J. Econom. 120(4):1371–1411.CrossrefGoogle Scholar
  • Kwan A, Lin C, Pursiainen V, Tai M (2023) Stress testing banks’ digital capabilities: Evidence from the COVID-19 pandemic. J. Financial Quant. Anal., ePub ahead of print September 25.Google Scholar
  • Levine R, Lin C, Tai M, Xie W (2021) How did depositors respond to COVID-19? Rev. Financial Stud. 34(11):5438–5473.CrossrefGoogle Scholar
  • Li L, Strahan P, Zhang S (2020) Banks as lenders of first resort: Evidence from the COVID-19 crisis. Rev. Corporate Finance Stud. 9(3):472–500.CrossrefGoogle Scholar
  • Mazet-Sonilhac C (2021) Information frictions in credit markets. Preprint, submitted November 24, https://dx.doi.org/10.2139/ssrn.3969990.Google Scholar
  • Mullins W, Toro P (2017) Credit guarantees and new bank relationships. Working paper, University of California, San Diego.Google Scholar
  • Paaso M, Pursiainen V, Torstila S (2020) Entrepreneur debt aversion and financing decisions: Evidence from COVID-19 support programs. Preprint, submitted June 24, https://dx.doi.org/10.2139/ssrn.3615299.Google Scholar
  • Petersen MA, Rajan RG (1994) The benefits of lending relationships: Evidence from small business data. J. Finance 49(1):3–37.CrossrefGoogle Scholar
  • Petersen MA, Rajan RG (2002) Does distance still matter? The information revolution in small business lending. J. Finance 57(6):2533–2570.CrossrefGoogle Scholar
  • Saka O, Eichengreen B, Aksoy CG (2022) Epidemic exposure, financial technology, and the digital divide. J. Money Credit Banking 54(7):1913–1940.CrossrefGoogle Scholar
  • Timmer Y, Pierri N (2022) The importance of technology in banking during a crisis. J. Monetary Econom. 128:88–104.CrossrefGoogle Scholar
  • Vincenty T (1975) Direct and inverse solutions of geodesics on the ellipsoid with application of nested equations. Survey Rev. 23(176):88–93.CrossrefGoogle Scholar
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