Using Disasters to Estimate the Impact of Uncertainty

Working Paper: NBER ID: w27167

Authors: Scott R. Baker; Nicholas Bloom; Stephen J. Terry

Abstract: Uncertainty rises in recessions and falls in booms. But what is the causal relationship? We construct cross-country panel data on stock market returns to proxy for first- and second-moment shocks and instrument these with natural disasters, terrorist attacks, and political shocks. Our IV regression results reveal a robust negative short-term impact of second moments (uncertainty) on growth. Employing multiple VAR estimation approaches, relying on a range of identifying assumptions, also reveals a negative impact of uncertainty on growth. Finally, we show that these results are reproducible in a conventional micro-macro business cycle model with time-varying uncertainty.

Keywords: Uncertainty; Economic Growth; Disasters; Instrumental Variables; Business Cycles

JEL Codes: C23; D8; D92; E22


Causal Claims Network Graph

Edges that are evidenced by causal inference methods are in orange, and the rest are in light blue.


Causal Claims

CauseEffect
first-moment proxy (Y20)GDP growth (O49)
second-moment proxy (C69)GDP growth (O49)
uncertainty (D89)economic growth (O49)
uncertainty (D89)economic activity (E20)
first-moment shocks (C69)economic cycles (E32)
second-moment shocks (C69)economic cycles (E32)

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