In examining the staggered recognition of the Inevitable Disclosure Doctrine (IDD) as an exogenous shock to trade secret protection, we demonstrate that firms display lower stock returns following the recognition in a difference-in-differences (DID) design. Cross-sectional regression results...

As opposed to the “low beta low risk” convention, we show that low beta stocks are illiquid and exposed to high liquidity risk. After adjusting for liquidity risk, low beta stocks no longer outperform high beta stocks. Although investors who “bet against beta” earn a significant beta...

Employment growth (EG) is likely related to liquidity fundamentals of investment opportunities, firm health, and information environment. This, in turn, implies that liquidity risk may play a role in explaining the relation between employment growth and stock returns. We explain the link between...

Labor productivity, measured as the industry-standardized ratio of sales to number of employees, has an ability to predict average stock returns. In the portfolio sort, firms with high labor productivity earn higher expected returns than those with low productivity. The difference in returns is...

Asset turnover, an inside component of profitability in the Dupont analysis, has an ability to predict average stock returns. In the portfolio sort, firms with high asset turnover earn high expected returns, which is unexplained by risk-adjusted asset pricing models. In the cross-section, asset...

In this paper, we make a liquidity adjustment to the consumption-based capital asset pricing model (CCAPM) and show that the liquidity-adjusted CCAPM is a generalized model of Acharya and Pedersen (2005). Using different proxies for transaction costs such as the effective trading costs measure...

In this paper, we propose a liquidity risk adjustment to the Epstein and Zin (1989, 1991) model and assess the adjusted model's performance against the traditional consumption pricing models. We show that liquidity is a significant risk factor and it adds considerable explanatory power to the...