The Cost of Coronavirus Uncertainty: The High Returns to Clear Policy Plans

AuthorGabriel Züllig,Giovanni Pellegrino,Federico Ravenna
DOIhttp://doi.org/10.1111/1467-8462.12383
Published date01 September 2020
Date01 September 2020
The Australian Economic Review, vol. 53, no. 3, pp. 397401 DOI: 10.1111/1467-8462.12383
The Cost of Coronavirus Uncertainty: The High Returns to Clear
Policy Plans
Giovanni Pellegrino, Federico Ravenna and Gabriel Züllig*
Abstract
Policymakers face an extremely uncertain
environment during COVID19. Using a non-
linear VAR estimate for the Euro Area, we
argue that the benet of reducing policy
uncertainty at a time dominated by pessimistic
expectations amounts to several points of
GDP. The impact on the economy of un-
certainty shocks is much larger during
periods of negative outlook for the future.
We estimate the impact on industrial produc-
tion of the current COVID19 induced un-
certainty to peak at a yearoveryear growth
loss of 15.4 per cent in September 2020, and
to lead to a fall in CPI ination between 1 per
cent and 1.5 per cent. Policies providing
statecontingent scenarios ready to be adopted if
the worstcase outcomes materialise can reduce
theimpactofuncertainty.
1. Introduction
As countries plan a gradual reopening of the
economy after the COVID19induced lock-
down, survey measures of condence are still
at their lowest, reecting a pessimistic outlook
for the future. Global and US indices of
economic uncertainty reached an alltime high
at the end of March 2020. By the end of May
the value of the US optionimplied stock
market uncertainty VIX index was still 200
per cent of its value at the end of 2019. In this
article we argue that the returns to enacting
policies reducing the uncertainty in the
economic outlook by providing to the public
contingent scenarios are very highand they
are high exactly because the average outlook
is so bleak.
Business and consumers views about the
economic outlook as a result of the pandemic
follow two channels. First, pessimistic ex-
pectations lower spending and demand for
nal, intermediate and investment goods and
services. Second, a sharp rise in economic
uncertaintythat is, an increase in the
dispersion or the range of possible future
economic outcomesincreases the risks in
the outlook. Estimating a nonlinear VAR for
the Euro Area, we nd that at times of low
prospects for future economic activity, an
increase in the dispersion of future outcomes
has a much larger impact on the economy,
relative to normal times. Many more con-
sumers and rms, for example, may be closer
to a worstcase scenario where they comple-
tely lose any income stream, and may
* Pellegrino: Aarhus University, Aarhus, Denmark;
Ravenna: Danmarks Nationalbank, University of
Copenhagen, HEC Montreal, CEPR; Züllig: Danmarks
Nationalbank, University of Copenhagen, Copenhagen,
Denmark. Corresponding author: Federico Ravenna,
email <fera@nationalbanken.dk>. The views expressed
in this article are those of the authors and do not
necessarily reect the position of Danmarks
Nationalbank.
© 2020 The University of Melbourne, Melbourne Institute: Applied Economic & Social Research,
Faculty of Business and Economics
Published by John Wiley & Sons Australia, Ltd

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