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Table 7 Regression analysis for SC_adjusted

From: Does supplier concentration matter to investors during the COVID-19 crisis: evidence from China?

Variables

R[− 1, 1]

All

R[− 2, 2]

All

R[− 1, 1]

Secondary

R[− 2, 2]

Secondary

\({R}^{{{\prime}}{{\prime}}}\)[− 1, 1]

All

\({R}^{{{\prime}}{{\prime}}}\)[− 2, 2]

All

\({R}^{{{\prime}}{{\prime}}}\)[− 1, 1]

Secondary

\({R}^{{{\prime}}{{\prime}}}\)[− 2, 2]

Secondary

\({R}^{{{\prime}}{{\prime}}}\)[− 2, 100]

All

\({R}^{{{\prime}}{{\prime}}}\)[− 2, 100]

Secondary

SC_adjusted

− 3.001**

(− 2.04)

− 3.923

(− 2.14)

− 2.813**

(− 2.27)

− 4.098**

(− 2.17)

− 4.125***

(− 3.04)

− 5.364**

(− 2.35)

− 7.254***

(− 4.58)

− 8.012***

(− 4.41)

− 10.213**

(− 2.21)

− 16.354**

(− 2.26)

 LnAsset

1.408***

(4.22)

51.582***

(4.26)

1.674***

(4.14)

1.915***

(3.70)

1.013***

(3.71)

1.214***

(4.01)

1.243***

(4.59)

1.565***

(4.57)

1.653***

(3.98)

2.017***

(4.49)

 BM

− 5.177***

(− 6.52)

− 5.834***

(− 5.89)

− 4.615***

(− 5.11)

− 5.026**

(− 4.19)

− 4.479***

(− 4.22)

− 5.932***

(− 4.32)

− 5.232***

(− 3.78)

− 6.458***

(− 3.27)

− 13.503***

(− 4.61)

− 16.519***

(− 4.57)

 Leverage

− 4.845*

(− 1.97)

− 6.847***

(− 6.63)

− 6.168**

(− 2.23)

− 8.303***

(− 6.37)

− 2.113

(− 1.44)

− 3.786**

(− 2.34)

− 3.259*

(− 1.74)

− 4.568**

(− 2.56)

− 13.335

(− 1.43)

− 15.636*

(− 1.66)

 Constant

− 5.058**

(− 2.22)

− 2.698

(− 1.48)

− 4.776*

(− 1.79)

− 2.819

(− 1.31)

1.987

(0.49)

2.429

(1.26)

1.738 (0.56)

2.286

(1.19)

20.453***

(4.25)

22.135***

(4.97)

 Location FE

Yes

Yes

Yes

Yes

Yes

Yes

Yes

Yes

Yes

Yes

 Observations

1965

1965

1558

1558

1965

1965

1558

1558

1965

1558

 R-squared

0.131

0.114

0.147

0.129

0.165

0.146

0.171

0.150

0.099

0.123

  1. Raw Return cumulative (R) and cumulative abnormal return (\({R}^{{{\prime}}{{\prime}}})\) based on CAPM for short- and medium-term event windows as DV and SC_adjusted as IV. All of the regressions include control variables and location fixed effects. *, **, and *** indicate significance at the 10%, 5%, and 1% levels, respectively. All reported t statistics are based on standard errors adjusted for clustering at the industry level