This paper provides evidence for a causal effect of equity prices on corporate investment and employment. We use fire sales by distressed equity funds during the 2007--2009 financial crisis to identify substantial exogenous underpricing. Firms whose stocks are most underpriced have considerably...

In this study we consider two methods of returns based style analysis for classification of investment styles for a single asset class, US Diversified Equity Funds. We extend Sharpe's (1992) style Returns Based Style Analysis (RBSA) by forming style groups using cluster analysis and RBSA...

When faced with current and future liquidity needs, investors may behave myopically by liquidating the liquid securities, leaving the remaining portfolio vulnerable to future liquidity shocks; investors may also behave strategically by holding liquidity due to precautionary or speculative...

Hundreds of equity market intelligence 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...

We investigate how information processing frictions contribute to household suboptimal saving and investment behavior. We find that 60% of open accounts in college 529 savings plans are invested suboptimally due to high expenses and tax inefficiency. Such investments yield an expected loss of 9%...