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. 2021 Aug 20;72:213–225. doi: 10.1016/j.eap.2021.08.002

Table 6.

COVID-19 and cross-sectional stock returns without Hubei Province.

Main Board
Mdl1 Mdl2
Coef.
SE
t-Stat

Coef.
SE
t-Stat
(×100) (×100) (×100) (×100)

δ(PreCOVIDi,j) −0.54 0.13 −4.24
β(COVIDijt) −5.32 1.18 −4.52 −5.34 1.18 −4.54
γ(PostCOVIDi,j) 0.78 0.09 9.18 0.76 0.08 9.04
Control Variables Yes Yes
Industry Fixed Effect Yes Yes
Province Fixed Effect Yes Yes
Adj. R-square (%) 1.45 1.52

SME/GEM
Mdl1

Mdl2
Coef. SE t-Stat Coef. SE t-Stat
(×100) (×100) (×100) (×100)

δ(PreCOVIDi,j) −0.26 0.16 −1.63
β(COVIDijt) −6.21 1.18 −5.27 −6.22 1.18 −5.29
γ(PostCOVIDi,j) 1.15 0.18 6.36 1.14 0.18 6.20
Industry Fixed Effect Yes Yes
Province Fixed Effect Yes Yes
Adj. R-square (%) 0.97 0.98

Note: This table reports the baseline DID regression results of the coefficient estimates, standard errors (SE), t-statistics (t-stat) and adjusted R-square. Standard errors are grouped at the province level. The regression specification is shown in Eq. (1) and Eq. (2). We use the daily return series of Main Board firms and SME/GEM firms registered in provinces other than Hubei Province. The sample period is from Dec. 2nd, 2019 to Feb. 23rd, 2021.