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Trust and Credit: The Role of Appearance in Peer-to-peer Lending

Review of Financial Studies 2012 25(8), 2455-2483
[Although it is well known that appearance-based impressions affect labor market and election outcomes, little is known about the role appearance plays in financial transactions. We address this question using photographs of potential borrowers from a peer-to-peer lending site. Consistent with the trust-intensive nature of lending, we find that borrowers who appear more trustworthy have higher probabilities of having their loans funded. Moreover, borrowers who appear more trustworthy indeed have better credit scores and default less often. Overall, our findings suggest that impressions of trustworthiness matter in financial transactions as they predict investor, as well as borrower, behavior.]

A comparison of some structural models of private information arrival

Journal of Financial Economics 2020 135(3), 795-815
We show that the PIN and the Duarte and Young (2009) (APIN) models do not match the variability of noise trade in the data and that this limitation has severe implications for how these models identify private information. We examine two alternatives to these models, the Generalized PIN model (GPIN) and the Odders-White and Ready (2008) model (OWR). Our tests indicate that measures of private information based on the OWR and GPIN models are promising alternatives to the APIN’s Adj.PIN and PIN.

The Impact of the Sarbanes–Oxley Act on Shareholders and Managers of Foreign Firms

Review of Finance 2014 18(1), 417-455 open access
Existing evidence suggests that the Sarbanes–Oxley Act (SOX) may be beneficial to US investors, but that foreign firms are perhaps less likely to list in the USA after SOX. This raises the question of whether foreign firms avoid listing in the USA after SOX because the Act imposes unnecessary costs upon firms. The objective of this article is to reconcile the US and international evidence by distinguishing between the effect of SOX on controlling shareholders and managers of foreign firms and the effect on minority investors of these firms. Our results suggest that insiders of foreign firms believe that the regulation makes the extraction of value from minority investors more difficult and costly for them. Outside investors in foreign firms, on the other hand, seem on average to believe that SOX is beneficial to them. The combination of these results reconciles the existing US and international evidence regarding SOX.

Trust and Credit: The Role of Appearance in Peer-to-peer Lending

Review of Financial Studies 2012 25(8), 2455-2484
Although it is well known that appearance-based impressions affect labor market and election outcomes, little is known about the role appearance plays in financial transactions. We address this question using photographs of potential borrowers from a peer-to-peer lending site. Consistent with the trust-intensive nature of lending, we find that borrowers who appear more trustworthy have higher probabilities of having their loans funded. Moreover, borrowers who appear more trustworthy indeed have better credit scores and default less often. Overall, our findings suggest that impressions of trustworthiness matter in financial transactions as they predict investor, as well as borrower, behavior. A man I do not trust could not get money from me on all the bonds in Christendom. –John Pierpont Morgan, 1913

Information asymmetry, information dissemination and the effect of regulation FD on the cost of capital

Journal of Financial Economics 2008 87(1), 24-44
This paper considers the impact of Regulation Fair Disclosure (FD) on firms’ information environments and costs of capital. For NYSE/Amex firms we find little evidence of a change in the cost of capital attributable to Regulation FD. For Nasdaq firms we find that Regulation FD increased firms’ costs of capital by 10–19 basis points per annum though the statistical significance of this change is modest for some of our models. We also show substantial cross-sectional variation in the cost of capital changes. We find that cost of capital changes were negatively related to both pre-regulation firm size and PIN. In addition to the findings regarding Regulation FD, this research contributes to a growing literature that documents links between firms’ information environments and their costs of capital.