Commentaries

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2020, Pandemic

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Commentaries

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2020, Pandemic

This paper studies the effectiveness of big data technology in mitigating the economic and health impacts of the COVID-19 outbreak. I exploit the staggered implementation of contact-tracing apps called “health code” in 322 Chinese cities during the COVID-19 pandemic. Using high-frequency variati...
Keywords: big data, Coronavirus
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Commentaries

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2020, Pandemic

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Webinar Series

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Senior Fellows/Fellows, Pandemic

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May 2020

We consider several economic uncertainty indicators for the US and UK before and during the COVID-19 pandemic: implied stock market volatility, newspaper-based policy uncertainty, Twitter chatter about economic uncertainty, subjective uncertainty about business growth, forecaster disagreement about ...
Keywords: forward-looking uncertainty measures, volatility, COVID-19, Coronavirus
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Senior Fellows/Fellows

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Senior Fellows/Fellows, Pandemic

We develop a model of pandemic risk management and firm valuation. We introduce aggregate transmission shocks into an epidemic model and link valuations to infections via an asset-pricing framework with vaccines. Infections lower earnings growth but firms can mitigate damages. We estimate a large ...
Keywords: COVID-19, stochastic epidemic model, transmission volatility, Risk management, stock valuation
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