Like Bekaert, Harvey, and Ng, we take an asset pricing perspective to measure economic fundamentals and identify contagion by the correlation of an asset pricing model’s residuals. While Bekaert, Harvey, and Ng examine national equity market returns, we look instead at firm-level stock returns.