Pay-as-you-go contracts reduce minimum purchase requirements, which may increase market participation. This paper randomizes the introduction and price(s) of a novel pay-as-you-go contract to the California auto insurance market, where 17% of drivers are uninsured. The pay-as-you-go contract increases take-up by 10.8 p.p. (89%) and days with coverage by 4.6 days over the 3-month experiment (27%). Demand is relatively inelastic, and pay-as-you-go increases insurance coverage in part by relaxing liquidity requirements: most drivers' purchasing behavior is consistent with a cost of credit in excess of payday lending rates, and 19% of drivers have a purchase rejected for insufficient funds.
{"title":"Pay-As-You-Go Insurance: Experimental Evidence on Consumer Demand and Behavior","authors":"Raymond Kluender","doi":"10.1093/rfs/hhad080","DOIUrl":"https://doi.org/10.1093/rfs/hhad080","url":null,"abstract":"Pay-as-you-go contracts reduce minimum purchase requirements, which may increase market participation. This paper randomizes the introduction and price(s) of a novel pay-as-you-go contract to the California auto insurance market, where 17% of drivers are uninsured. The pay-as-you-go contract increases take-up by 10.8 p.p. (89%) and days with coverage by 4.6 days over the 3-month experiment (27%). Demand is relatively inelastic, and pay-as-you-go increases insurance coverage in part by relaxing liquidity requirements: most drivers' purchasing behavior is consistent with a cost of credit in excess of payday lending rates, and 19% of drivers have a purchase rejected for insufficient funds.","PeriodicalId":21124,"journal":{"name":"Review of Financial Studies","volume":null,"pages":null},"PeriodicalIF":8.2,"publicationDate":"2023-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50166190","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Abstract We develop a quantitative model with imperfections in domestic and international financial markets that generates strong effects of U.S. monetary policy on emerging markets (EMs). Financial imperfections prevent arbitrage both between local EM lending and borrowing rates, and between local-currency and dollar borrowing rates. An adverse feedback effect between financial health and external conditions amplifies the domestic “financial accelerator,” leading to large cross-border spillovers of U.S. monetary policy shocks. The model implies a link between uncovered interest parity violations and local credit spreads, a prediction we show the data strongly supports.
{"title":"Exchange Rate Dynamics and Monetary Spillovers with Imperfect Financial Markets","authors":"Ozge Akinci, Albert Queralto","doi":"10.1093/rfs/hhad078","DOIUrl":"https://doi.org/10.1093/rfs/hhad078","url":null,"abstract":"Abstract We develop a quantitative model with imperfections in domestic and international financial markets that generates strong effects of U.S. monetary policy on emerging markets (EMs). Financial imperfections prevent arbitrage both between local EM lending and borrowing rates, and between local-currency and dollar borrowing rates. An adverse feedback effect between financial health and external conditions amplifies the domestic “financial accelerator,” leading to large cross-border spillovers of U.S. monetary policy shocks. The model implies a link between uncovered interest parity violations and local credit spreads, a prediction we show the data strongly supports.","PeriodicalId":21124,"journal":{"name":"Review of Financial Studies","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136077689","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
We test for gender bias in promotions at financial institutions using two central predictions of Becker’s (1957, 1993) model: firms with bias will (1) raise the promotion bar for marginally promoted female workers, and (2) incur costs from forgoing efficient employment practices. We find support for both of these predictions using a new nationwide panel of mortgage loan officers and their managers encompassing approximately 72,000 workers from over 1,000 shadow banks from 2014 to 2019. Overall, our findings provide evidence that gender bias is an important factor in gender gaps at financial institutions.
{"title":"Gender Bias in Promotions: Evidence from Financial Institutions","authors":"Ruidi Huang, Erik J Mayer, Darius Miller","doi":"10.1093/rfs/hhad079","DOIUrl":"https://doi.org/10.1093/rfs/hhad079","url":null,"abstract":"We test for gender bias in promotions at financial institutions using two central predictions of Becker’s (1957, 1993) model: firms with bias will (1) raise the promotion bar for marginally promoted female workers, and (2) incur costs from forgoing efficient employment practices. We find support for both of these predictions using a new nationwide panel of mortgage loan officers and their managers encompassing approximately 72,000 workers from over 1,000 shadow banks from 2014 to 2019. Overall, our findings provide evidence that gender bias is an important factor in gender gaps at financial institutions.","PeriodicalId":21124,"journal":{"name":"Review of Financial Studies","volume":null,"pages":null},"PeriodicalIF":8.2,"publicationDate":"2023-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50166204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Basel I introduced capital requirements for undrawn commitments, but only for revolvers with an original maturity greater than one year. We use this regulatory discontinuity to estimate the impact of capital regulation on the cost and composition of credit. Following Basel I, short-term commitment fees declined relative to long-term commitments and issuance of short-term facilities increased. Our results highlight the sensitivity of credit provision to capital regulation, particularly for banks with less capital. We are able to infer that low-capital banks are willing to forego twice as much income from fees to reduce required regulatory capital by a dollar.
{"title":"The Cost of Bank Regulatory Capital","authors":"Matthew C Plosser, João A C Santos","doi":"10.1093/rfs/hhad077","DOIUrl":"https://doi.org/10.1093/rfs/hhad077","url":null,"abstract":"Basel I introduced capital requirements for undrawn commitments, but only for revolvers with an original maturity greater than one year. We use this regulatory discontinuity to estimate the impact of capital regulation on the cost and composition of credit. Following Basel I, short-term commitment fees declined relative to long-term commitments and issuance of short-term facilities increased. Our results highlight the sensitivity of credit provision to capital regulation, particularly for banks with less capital. We are able to infer that low-capital banks are willing to forego twice as much income from fees to reduce required regulatory capital by a dollar.","PeriodicalId":21124,"journal":{"name":"Review of Financial Studies","volume":null,"pages":null},"PeriodicalIF":8.2,"publicationDate":"2023-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50166284","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Abstract I identify the effect of financial constraints on product prices using granular data on home-builder housing developments from the 2006–2009 housing crisis. Builders who experience losses in one area subsequently sell homes in unaffected areas at a discount to raise cash quickly. When builders cut prices, they sell homes faster and builders cut prices more in areas in which price cuts produce larger declines in time-to-sale. Financially constrained firms are more likely to cut prices of homes in healthy areas following losses elsewhere. Firms cut prices following losses in other projects only during the crisis, not during the boom. Authors have furnished an Internet Appendix, which is available on the Oxford University Press Web site next to the link to the final published paper online
{"title":"Desperate House Sellers: Distress among Developers","authors":"Eileen van Straelen","doi":"10.1093/rfs/hhad076","DOIUrl":"https://doi.org/10.1093/rfs/hhad076","url":null,"abstract":"Abstract I identify the effect of financial constraints on product prices using granular data on home-builder housing developments from the 2006–2009 housing crisis. Builders who experience losses in one area subsequently sell homes in unaffected areas at a discount to raise cash quickly. When builders cut prices, they sell homes faster and builders cut prices more in areas in which price cuts produce larger declines in time-to-sale. Financially constrained firms are more likely to cut prices of homes in healthy areas following losses elsewhere. Firms cut prices following losses in other projects only during the crisis, not during the boom. Authors have furnished an Internet Appendix, which is available on the Oxford University Press Web site next to the link to the final published paper online","PeriodicalId":21124,"journal":{"name":"Review of Financial Studies","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135739638","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Abstract Using proprietary data from AngelList Talent, we study how startup job seekers’ search and application behavior changed during the COVID-19 downturn. We find that workers shifted their searches and applications away from less-established startups and toward more-established ones, even within the same individual over time. At the firm level, this shift was not offset by an influx of new job seekers. Less-established startups experienced a relative decline in the quantity and quality of applications, ultimately affecting their hiring. Our findings uncover a flight-to-safety channel in the labor market that may amplify the procyclical nature of entrepreneurial activities. Authors have furnished an Internet Appendix, which is available on the Oxford University Press Web site next to the link to the final published paper online.
{"title":"Flight to Safety: How Economic Downturns Affect Talent Flows to Startups","authors":"Shai Bernstein, Richard R Townsend, Ting Xu","doi":"10.1093/rfs/hhad075","DOIUrl":"https://doi.org/10.1093/rfs/hhad075","url":null,"abstract":"Abstract Using proprietary data from AngelList Talent, we study how startup job seekers’ search and application behavior changed during the COVID-19 downturn. We find that workers shifted their searches and applications away from less-established startups and toward more-established ones, even within the same individual over time. At the firm level, this shift was not offset by an influx of new job seekers. Less-established startups experienced a relative decline in the quantity and quality of applications, ultimately affecting their hiring. Our findings uncover a flight-to-safety channel in the labor market that may amplify the procyclical nature of entrepreneurial activities. Authors have furnished an Internet Appendix, which is available on the Oxford University Press Web site next to the link to the final published paper online.","PeriodicalId":21124,"journal":{"name":"Review of Financial Studies","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136375726","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
We analyze the distributional effects of macroprudential policy on mortgage cycles by exploiting the U.K. mortgage register and a 2014 15% limit imposed on lenders' high loan-to-income (LTI) mortgages. Constrained lenders issue fewer and more expensive high-LTI mortgages, with stronger effects on low-income borrowers. Unconstrained lenders strongly substitute high-LTI loans in local areas with higher constrained lender presence, but not high-LTI loans to low-income borrowers—consistent with adverse selection problems—implying lower overall credit to low-income borrowers. Consistently, policy-affected areas experience lower house price growth postregulation and, following the Brexit referendum (negative aggregate shock), better house price growth and lower mortgage defaults for low-income borrowers.
{"title":"Macroprudential Policy, Mortgage Cycles, and Distributional Effects: Evidence from the United Kingdom","authors":"José-Luis Peydró, Francesc Rodriguez-Tous, Jagdish Tripathy, Arzu Uluc","doi":"10.1093/rfs/hhad070","DOIUrl":"https://doi.org/10.1093/rfs/hhad070","url":null,"abstract":"We analyze the distributional effects of macroprudential policy on mortgage cycles by exploiting the U.K. mortgage register and a 2014 15% limit imposed on lenders' high loan-to-income (LTI) mortgages. Constrained lenders issue fewer and more expensive high-LTI mortgages, with stronger effects on low-income borrowers. Unconstrained lenders strongly substitute high-LTI loans in local areas with higher constrained lender presence, but not high-LTI loans to low-income borrowers—consistent with adverse selection problems—implying lower overall credit to low-income borrowers. Consistently, policy-affected areas experience lower house price growth postregulation and, following the Brexit referendum (negative aggregate shock), better house price growth and lower mortgage defaults for low-income borrowers.","PeriodicalId":21124,"journal":{"name":"Review of Financial Studies","volume":null,"pages":null},"PeriodicalIF":8.2,"publicationDate":"2023-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50166554","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Abstract We show current market practices relating to odd-lot quotes create a large “inside” market where better prices routinely exist relative to the National Best Bid or Offer. We show that odd-lot quotes play a price discovery role, and these quotes provide valuable information to traders with access to proprietary data feeds. Using a XGBoost machine learning algorithm that uses odd-lot data to predict future prices, we demonstrate a simple and profitable trading strategy. We argue the SEC’s proposed round-lot redefinition reduces—but does not eliminate—the high incidence of superior odd-lot quotes within the NBBO.
{"title":"The Market Inside the Market: Odd-Lot Quotes","authors":"Robert P Bartlett, Justin McCrary, Maureen O’Hara","doi":"10.1093/rfs/hhad074","DOIUrl":"https://doi.org/10.1093/rfs/hhad074","url":null,"abstract":"Abstract We show current market practices relating to odd-lot quotes create a large “inside” market where better prices routinely exist relative to the National Best Bid or Offer. We show that odd-lot quotes play a price discovery role, and these quotes provide valuable information to traders with access to proprietary data feeds. Using a XGBoost machine learning algorithm that uses odd-lot data to predict future prices, we demonstrate a simple and profitable trading strategy. We argue the SEC’s proposed round-lot redefinition reduces—but does not eliminate—the high incidence of superior odd-lot quotes within the NBBO.","PeriodicalId":21124,"journal":{"name":"Review of Financial Studies","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135060740","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Michael LaCour-Little, Andrey Pavlov, Susan Wachter
We identify two issues in the work of Ouazad and Kahn (2022). Correcting either reverses the original result. The two changes are to use the correct FHFA conforming loan limits for each county and year and to compare the individual loan amount to that limit correctly. There is no evidence that lenders transfer climate risk by altering loan origination and securitization behavior. None of our results calls into question the value and importance of the O&K model as a test for adverse selection. The question addressed and the setup of the test are important and should be replicated over time.
{"title":"Adverse Selection and Climate Risk: A Response to Ouazad and Kahn (2022)","authors":"Michael LaCour-Little, Andrey Pavlov, Susan Wachter","doi":"10.1093/rfs/hhad072","DOIUrl":"https://doi.org/10.1093/rfs/hhad072","url":null,"abstract":"We identify two issues in the work of Ouazad and Kahn (2022). Correcting either reverses the original result. The two changes are to use the correct FHFA conforming loan limits for each county and year and to compare the individual loan amount to that limit correctly. There is no evidence that lenders transfer climate risk by altering loan origination and securitization behavior. None of our results calls into question the value and importance of the O&K model as a test for adverse selection. The question addressed and the setup of the test are important and should be replicated over time.","PeriodicalId":21124,"journal":{"name":"Review of Financial Studies","volume":null,"pages":null},"PeriodicalIF":8.2,"publicationDate":"2023-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50166785","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Political frictions significantly affect both pricing and supply in the long-term care insurance (LTCI) market. Comparing the same insurer’s requests submitted for the same policy at the same time to different state regulators, we find that they are 13% more likely to be approved and receive 4% more of the requested amount after an election year. Over time, regulatory pushback on premium increase requests leads to persistently lower cash reserves and increases the probability of company dropout. An insurer who receives one-standard-deviation less of their requested increase is 20% more likely to leave the market next year.
{"title":"The Effect of Political Frictions on the Pricing and Supply of Insurance","authors":"Jessica Liu, Weiling Liu","doi":"10.1093/rfs/hhad073","DOIUrl":"https://doi.org/10.1093/rfs/hhad073","url":null,"abstract":"Political frictions significantly affect both pricing and supply in the long-term care insurance (LTCI) market. Comparing the same insurer’s requests submitted for the same policy at the same time to different state regulators, we find that they are 13% more likely to be approved and receive 4% more of the requested amount after an election year. Over time, regulatory pushback on premium increase requests leads to persistently lower cash reserves and increases the probability of company dropout. An insurer who receives one-standard-deviation less of their requested increase is 20% more likely to leave the market next year.","PeriodicalId":21124,"journal":{"name":"Review of Financial Studies","volume":null,"pages":null},"PeriodicalIF":8.2,"publicationDate":"2023-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50166784","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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