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FIEs and the Transmission of Global Financial Uncertainty: Evidence from China

Journal of Financial and Quantitative Analysis 2023 58(2), 777-804
Abstract This article provides micro-level evidence for the role of foreign-invested enterprises (FIEs) in the cross-border transmission of global financial uncertainty shocks. Using Chinese firm-level data, we find that rising uncertainty has a significantly larger contractionary effect on real investment for FIEs than their local counterparts. This effect is more pronounced for firms faced with greater investment irreversibility or financial constraints. The contractionary effect is mainly driven by downside uncertainty, whereas upside uncertainty is modestly expansionary. Similar effects are found for other firm-level performances. There is also a spillover effect to local private firms with FIEs concentrated in downstream sectors.

Equity Trading Activity and Treasury Bond Risk Premia

Journal of Financial and Quantitative Analysis 2023 58(2), 677-710
Abstract We link equity and treasury bond markets via an informational channel. When macroeconomic state shifts are more probable, informed traders are more likely to have valid signals about fundamentals, so that uninformed traders are less willing to trade against informed ones. This implies low volume and high volatility, that is, a high volatility–volume ratio (VVR). Central banks react to state shifts, but their actions are uncertain. Therefore, a higher state shift likelihood implies larger bond risk premia. These arguments together imply that VVR should positively predict bond excess returns. We empirically test and confirm this prediction, both in- and out-of-sample.

Workforce Policies and Operational Risk: Evidence from U.S. Bank Holding Companies

Journal of Financial and Quantitative Analysis 2023 58(7), 3085-3120
Abstract Using supervisory data on operational losses from large U.S. bank holding companies (BHCs), we show that BHCs with socially responsible workforce policies suffer lower operational losses per dollar of total assets. The association significantly varies by the type of workforce policies and the type of operational losses. It is driven not only by small frequent losses but also by severe tail operational risk events. Further, the risk-reducing effects of the socially responsible workforce policies are stronger for larger BHCs with more employees. Our findings have important implications for banking organization performance, risk, and supervision.

Idiosyncrasy as a Leading Indicator

Journal of Financial and Quantitative Analysis 2023 58(8), 3547-3576 open access
Abstract Disequilibrating macro shocks affect different firms’ prospects differently, increasing idiosyncratic variation in forward-looking stock returns before affecting economic growth. Consistent with most such shocks from 1947 to 2020 enhancing productivity, increased idiosyncratic stock return variation forecasts next-quarter real GDP growth, industrial production growth, and consumption growth both in-sample and out-of-sample. These effects persist after controlling for other leading economic indicators.

Trust and Debt Contracting: Evidence From the Backdating Scandal

Journal of Financial and Quantitative Analysis 2023 58(2), 615-646
Abstract We study the effect of trust on debt contracting. We find that, after the revelation of option backdating, borrowers that likely backdated their previous option grants pay higher interest rates on loans. This adverse effect is mitigated by CEO replacements. Results are similar for public debt, but only if a third party identified the backdaters. After the backdating revelation, firms that engaged in backdating increase their reliance on public debt, and those without access to the public debt market experience capital constraints.

Technological Fit and the Market for Managerial Talent

Journal of Financial and Quantitative Analysis 2023 58(2), 837-874 open access
Abstract We show that the similarity of a firm’s technological expertise with that of other firms affects managerial labor market outcomes. Using each firm’s patent portfolio to estimate its technological expertise, we find that its similarity in technological expertise with other firms is strongly related to the benchmark group used for CEO compensation and job transitions. Furthermore, we show that a firm’s CEO pay is positively associated with the CEO compensation levels of technologically similar firms. Our results thus demonstrate the crucial role of technological similarity in determining the value of outside options and the boundaries of the managerial labor market.

Is There Smart Money? How Information in the Commodity Futures Market Is Priced into the Cross Section of Stock Returns with Delay

Journal of Financial and Quantitative Analysis 2023 58(8), 3201-3230 open access
Abstract We document a new empirical phenomenon in which the aggregate positions of money managers, who are sophisticated speculators in the commodity futures market, as disclosed by the Disaggregated Commitments of Traders reports, can predict the cross section of commodity producers’ stock returns in the subsequent week. We employ a number of cross-sectional methods, including calendar-time regression analysis, single-sort, double-sort, and Fama–MacBeth regressions, to confirm the predictability results. The results are more pronounced in firms with higher information asymmetry. We thus add more empirical evidence to the literature on costly information processing, which leads to gradual information diffusion across asset markets.

Is There a Trade-off Between Protecting Investors and Promoting Entrepreneurial Activity? Evidence from Angel Financing

Journal of Financial and Quantitative Analysis 2023 58(8), 3305-3341 open access
Abstract This article studies how changes in investor protection regulations affect local entrepreneurial activity, relying on the heterogeneous impact of a 2011 SEC regulation change on the definition of accredited investors across U.S. cities. Using a difference-in-differences approach, I show that cities more affected by the regulation change experienced a significantly larger decrease in local angel financing, entrepreneurial activity, innovation output, employment, and sales. I find that small business loans and second-lien mortgages became entrepreneurs’ partial substitutes for angel investment. My cost-benefit analysis suggests that the costs of protecting angel investors through the 2011 regulation change outweigh its benefits.

Insider Filing Violations and Illegal Information Delay

Journal of Financial and Quantitative Analysis 2023 58(5), 2262-2297
Abstract We document that a significant number of insiders violate the Securities and Exchange Commission (SEC) reporting requirements by filing open market transactions after the legally required deadline. Prior to the Sarbanes–Oxley Act (SOX), 29% of transactions fell outside the required reporting window. Following SOX, 8% are delinquent. Violations cluster in periods of high information asymmetry, incentivizing insiders to keep trades private and earn abnormal returns. Collectively, these findings suggest that a subgroup of insiders personally benefit from violating SEC disclosure requirements. Evidence also suggests that blockholders provide governance for violations. Guilty insiders experience a reduction in board seats and an increased likelihood of turnover.

Diseconomies of Scale in Quantitative and Fundamental Investment Styles

Journal of Financial and Quantitative Analysis 2023 58(6), 2417-2445 open access
Abstract We examine diseconomies of scale for two different investment approaches: quantitative and fundamental. Using separate account (SA) data where the investment approach is self-identified, we find that fundamental SAs exhibit greater diseconomies of scale than quantitative SAs. Looking at liquidity costs, we find that quantitative SAs hold more diversified portfolios of higher liquidity stocks than fundamental SAs, thereby reducing their expected liquidity costs. We also find that consistent with lower information processing/hierarchy costs, the speed of information diffusion is higher for quant SAs. Accounting for these differences helps to explain the differences in diseconomies of scale.