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Social Change through Financial Innovation: Evidence from Donor-Advised Funds

The Review of Corporate Finance Studies 2022 11(3), 694-735
I draw on new data to examine how donor-advised funds (DAFs), a fast-growing philanthropic option, relate to social progress. DAFs are distinguished by flexibility such as their ability to transform complex assets and separate the timing of tax breaks from giving decisions. While DAFs are often classified by their sponsor type, I introduce a new classification scheme that reflects their economic purpose, including the users targeted, style and features offered, and focus of grant making. This classification reveals that growth is fastest among DAFs that offer fintech tools, liquidity transformation, and grant making focused on diversity, equity, and inclusion. Conditional correlations show that DAFs with an innovative style of service distribute more grants to charities serving areas with high inequality, in times of greatest financial need, and with more efficient operations.

Dividend payments as a response to peer influence

Journal of Financial Economics 2019 131(3), 549-570
I show dividend policies have peer effects. My estimates indicate that firms speed up the time taken to make a dividend change by about 1.5 quarters and increase payments by 16% in response to peer changes. The peer effects matter in increases but not decreases. In contrast to dividends, repurchases show no peer effects. In addition, announcement returns indicate that investors partially anticipate the consequences of peer effects. Overall, peer interdependencies account for 12% of total dividend payments.

Common Venture Capital Investors and Startup Growth

Review of Financial Studies 2024 37(2), 549-590 open access
We exploit the staggered introduction of liability waivers when investors hold stakes in conflicting business opportunities as a shock to venture capital (VC) investment and director networks. After the law changes, we find increases in within-industry VC investment and common directors serving on startup boards. Despite the potential for rent extraction, same-industry startups inside VC portfolios benefit by raising more capital, failing less, and exiting more successfully. VC directors serving on other startup boards are the primary mechanism associated with positive outcomes, consistent with common VC investment facilitating informational exchanges in VC portfolios.

FinTechs and the Market for Financial Analysis

Journal of Financial and Quantitative Analysis 2021 56(6), 1877-1907
Hundreds of equity market intelligence financial technology firms (FinTechs) have formed in the last decade. We assemble novel data to describe their capabilities, users, and consequences. Our data suggest that these FinTechs i) aggregate many data sources, including nontraditional ones (e.g., Twitter, blogs), and synthesize such data using artificial intelligence to make investment recommendations, and ii) change Internet users’ information discovery by serving as substitutes for traditional information providers. We evaluate some nontraditional data and find evidence suggesting that such data contain valuable information or “crowd wisdom” that links to informational efficiency. Overall, our findings are consistent with this innovation benefiting investors and markets.

Corporate culture: Evidence from the field

Journal of Financial Economics 2022 146(2), 552-593 open access
Ninety-two percent of the 1348 North American executives we survey believe that improving corporate culture would increase firm value. A striking 84% believe their company needs to improve its culture. But how can that be achieved? Our paper provides some guidance by documenting the following: executives’ views on what corporate culture is and how it operates, distinguishing between stated values and everyday norms; the extent to which culture is perceived to influence value creation (productivity, mergers), ethical choices (compliance, short-termism), and innovation (creativity, risk-taking); and a list of obstacles that can prevent culture from being where it should be (inattentive leaders, misaligned incentive compensation). Finally, we provide evidence that the executives’ survey responses are consistent with external data.