Journal of Financial and Quantitative Analysis202358(3), 1144-1171open access
Abstract Using a large and novel data set over the period of 1976 to 2019 tracking inventors’ career paths following mergers and acquisitions, we show that collaboration between acquirer and target inventors post-merger is associated with more path-breaking patents than those filed by either acquirer or target inventor-only teams. We further show that such collaboration is more important in improving acquirers’ innovation capabilities than hiring target inventors and knowledge spillovers. Finally, we show that recombining tacit knowledge embodied in the human capital of acquirer and target inventors is likely the mechanism. We conclude that inter-firm inventor collaboration is one key means for achieving synergies.
Journal of Financial and Quantitative Analysis202358(1), 29-70
Abstract We examine whether natural disaster experiences affect households’ portfolio choice decisions. Using data from the National Longitudinal Survey of Youth 1979, we find that adversely affected households are less likely to participate in risky asset markets. After a disaster shock, households become more risk-averse and lower their expectations on future stock market returns. Such conservative portfolio choices persist even after households relocate to less disaster-prone areas, consistent with risk preferences being altered by disaster experiences. Overall, our evidence suggests that transient but salient experiences can be an important factor in explaining the limited participation puzzle.
Journal of Financial and Quantitative Analysis202358(3), 1263-1294
Abstract The average maturity of newly issued corporate bonds has declined substantially over the past 40 years, and the traditional determinants of debt maturity fail to explain this decline fully. We show that the changing composition of investors in the corporate bond market influences bond maturities. The results of a Granger causality test, an instrumental variable approach, and a natural experiment suggest that a decline in the insurance companies’ – which prefer long-term bonds – ownership share in the corporate bond market explains a significant part of the unexplained maturity decline. These findings illustrate how investor preferences can have real effects on corporations.
Journal of Financial and Quantitative Analysis202358(5), 2064-2095open access
Abstract We study 6,083 European firms that were acquired between 1999 and 2015. Soon after the acquisition, the acquired firms promptly and substantially close the gap between their actual leverage ratios and their target (optimal) ratios. Firms that were over- (under-) leveraged at the start of their acquisition year move their debt-to-assets ratio from 34.1% to 20% (10% to 18.5%) by the end of the following year. Under-leveraged firms expand their assets rapidly following acquisition, as they gain improved access to investable resources. Our results are consistent with the trade-off theory of capital structure and with the existence of firm-specific target leverage ratios.
Journal of Financial and Quantitative Analysis202358(4), 1768-1807open access
Abstract We investigate whether international operations enhance information links between firms and foreign investors. Exploiting novel subsidiary-level data and within-location variations, we show that, after expanding into another country, a firm attracts greater investment allocation from funds from that country than from other foreign funds. This increase is economically significant, equivalent to one-fifth of the average firm weight in a country-specific portfolio. The observed effect cannot be attributed to funds’ influence, persists even when funds are already familiar with the firm, and helps them generate superior risk-adjusted returns. Our results suggest that firms’ cross-border economic activities contribute to global financial interconnectedness.
Journal of Financial and Quantitative Analysis202358(6), 2732-2751open access
Abstract This article examines whether and how stock mispricing can affect the probability of CEO turnover. In a sample of 1,573 US public firms, I find that, after controlling for fundamental performance, a 1-standard-deviation negative uninformative stock price shock increases the likelihood of CEO turnover by 10%. The mispricing-turnover sensitivity is stronger at firms with an independent board, and a difference-in-difference analysis further supports that finding. Ancillary results suggest that independent directors’ career concerns may play a role in the response of independent boards to mispricing.
Journal of Financial and Quantitative Analysis202358(8), 3342-3383
Abstract After exogenous demand shocks caused by natural disasters, FinTech lenders are more responsive to increased demand for reconstruction mortgages than traditional banks and non-FinTech shadow banks. Both FinTech and traditional banks increase credit supply, but FinTech supply is more elastic without increases in risk-adjusted interest rates or delinquency rates. Comparing lending supply channels, banks respond to regulatory incentives to lend to damaged areas, whereas FinTech lenders supply more credit when traditional banks rely more on balance sheet financing and physical branch networks. Compared to traditional banks, FinTech lenders increase supply elasticity more aggressively in response to local competitive pressure.
Journal of Financial and Quantitative Analysis202358(3), 1230-1262open access
Abstract Informal risk sharing within social networks and formal financial contracts both enable households to manage risk. We find that financial contracting reduces participation in social networks. Specifically, increased crop insurance usage decreased local religious adherence and congregation membership in agricultural communities. Our identification utilizes the Federal Crop Insurance Reform Act of 1994 that doubled crop insurance usage nationally within a year, although changes in usage varied across counties. Difference-in-difference and Spatial First Difference tests confirm that households substituted insurance for religiosity. This substitution was associated with reductions in crop diversification and crop yields, indicating an increase in moral hazard.
Journal of Financial and Quantitative Analysis202358(1), 352-391
Abstract I document a new stylized fact: The higher the degree of institutional ownership (IO) in a portfolio, the more time-varying expected returns rather than changes in expected cash flows drive changes in its valuation. Empirical evidence suggests that institutions’ time-varying sensitivity to the risk of holding stocks translates into time-varying expected returns on high-IO stocks. In my model, imperfect risk sharing between different types of investors generates cross-sectional differences in return predictability based on ownership, even among a priori identical stocks. My findings suggest an economic rationale for weak return predictability of small stocks and predictability reversals of stocks and real estate investment trusts.
Journal of Financial and Quantitative Analysis202358(7), 3058-3084
Abstract Consistent with the empirical properties of the consumption data, I develop a model in which consumption and dividend growth follow regime-switching dynamics. I show that regime-shift risk is priced in the model. Regime-shift risk exhibits dominant influence on asset prices: It generates a high equity premium and also induces time-varying risk premiums. The model explains major business cycle-dependent asset market phenomena and, in particular, the stronger predictability of stock returns during recessions.