The Effect of Air Pollution on Investor Behavior: Evidence from the S&P 500

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Anthony Heyes
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Soodeh Saberian
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Matthew Neidell
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We provide detailed empirical evidence of a direct effect of air pollution on the efficient operation of the New York Stock Exchange, linking short-term variations in fine particulate matter (PM2.5) in Manhattan to movements in the S&P 500. The effects are substantial – a one standard deviation incre...

We provide detailed empirical evidence of a direct effect of air pollution on the efficient operation of the New York Stock Exchange, linking short-term variations in fine particulate matter (PM2.5) in Manhattan to movements in the S&P 500. The effects are substantial – a one standard deviation increases in ambient PM2.5 reduces same-day returns by 11.9% in our preferred specification – and remarkably robust to a variety of specifications and a battery of robustness and falsification checks. Furthermore, the intra-day effects that we observe are difficult to reconcile with competing hypotheses. Despite investors being dispersed geographically we find strong evidence that the effect is strictly local in nature, consistent with the high concentration of market influencers in New York. While we are agnostic as to the underlying mechanism, we provide evidence suggestive of the role of decreased risk tolerance operating through pollution-induced changes in mood or cognitive function.

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Stock market returns are lower on polluted days. "This estimate indicates that a one unit increase in PM2.5 decreases the daily percentage returns by 1.7%. Put differently, a one standard deviation increase in PM2.5 decreases the daily percentage returns by 11.9%, a substantial ef...

Stock market returns are lower on polluted days. "This estimate indicates that a one unit increase in PM2.5 decreases the daily percentage returns by 1.7%. Put differently, a one standard deviation increase in PM2.5 decreases the daily percentage returns by 11.9%, a substantial effect on daily NYSE returns." Hayes et al 2016.

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