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. 2020 Aug 25;220(1):86–105. doi: 10.1016/j.jeconom.2020.07.045

Table 4.

Models of Panic during the COVID-19 Pandemic (Country-Specific Factors).

Models of ln(panicc,t): Model 1
Model 2
Model 3
 β S.E.  β S.E.  β S.E.
Internal Restrictions:
 ΔInternalc,t 0.142 0.025 0.188 0.064 0.197 0.064
 ΔInternalc,t1 0.152 0.030 0.260 0.065 0.253 0.061
 ΔInternalf,t 0.496 0.183 0.489 0.176
 ΔInternalf,t1 0.438 0.217 0.419 0.207
 ΔInternalc,tInternalf,t −0.056 0.026 −0.055 0.026
 ΔInternalc,t1Internalf,t1 −0.086 0.026 −0.081 0.024
Stimulus Announcements:
 ΔStimc,t 0.063 0.044 0.178 0.095 0.149 0.084
 ΔStimc,t1 0.042 0.048 0.064 0.097 0.049 0.089
 ΔStimf,t −0.052 0.274 −0.055 0.266
 ΔStimf,t1 0.302 0.264 0.307 0.257
 ΔStimc,tStimf,t −0.166 0.078 −0.146 0.072
 ΔStimc,t1Stimf,t1 −0.081 0.076 −0.066 0.072
Travel Restrictions:
 ΔTravelc,t 0.020 0.013 0.051 0.030 0.050 0.030
 ΔTravelc,t1 0.023 0.015 0.038 0.036 0.040 0.035
 ΔTravelf,t 0.025 0.101 0.050 0.098
 ΔTravelf,t1 −0.125 0.085 −0.139 0.083
 ΔTravelc,tTravelf,t −0.014 0.008 −0.014 0.008
 ΔTravelc,t1Travelf,t1 −0.011 0.008 −0.012 0.008
Domestic COVID-19 Cases:
 Δln(Cc,t) 1.791 0.141 0.847 0.144 0.774 0.136
 ΔCc,t 0.004 0.001 0.002 0.001 0.002 0.001
 ΔCc,tΔln(Cc,t) −0.047 0.009 −0.027 0.008 −0.026 0.008
International COVID-19 Cases:
 Δln(Cf,t) 2.171 0.288 2.273 0.280
 ΔCf,t 0.002 0.001 0.003 0.001
 ΔCChina,t −0.007 0.006 −0.006 0.006
 ΔCChina,tAsiac 0.066 0.017 0.071 0.016
Panic Terms:
 ln(panicc,t1) 0.312 0.012 0.241 0.012 0.232 0.012
 ln(panicc,t2) 0.229 0.012 0.167 0.012 0.159 0.012
 Related Country Panic 0.492 0.042
Diagnostics:
 AR1 Term of eˆc,t −0.048 0.012 −0.012 0.012 −0.027 0.012
 CSD Test (w/ p-value) 17.639 0.000 3.531 0.000 0.620 0.535
 Sims Test (w/ p-value) 9.430 0.000 0.638 0.765 1.030 0.413
 R2 0.432 0.463 0.476

Note: WLS is used for estimation, where N=54 and T=119. The results for additional terms are available in the Online Appendix. The CSD Test refers to the (Pesaran, 2015) test with a null of weak cross-sectional dependence. The Sims Non-Causality Test refers to a F-test on the significance of three leads of the policy variables as suggested by Sims (1972).