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. 2022 Jul 14;46(4):713–735. doi: 10.1007/s12197-022-09591-x

Table 2.

Z-Score decomposition

ROA Capital SD_ROA
(1) (2) (3)
CVD

-0.002***

(0.000)

-0.003***

(0.001)

0.735***

(0.245)

Size

-0.007**

(0.003)

-0.018

(0.017)

-0.001***

(0.000)

Capital

-0.179***

(0.029)

0.133**

(0.051)

Asset_Quality

-0.001

(0.012)

0.004

(0.003)

0.098**

(0.040)

Loans

0.035***

(0.008)

0.020***

(0.006)

-0.005

(0.003)

Deposits

-0.001

(0.010)

-0.018

(0.013)

-0.006

(0.007)

Growth

-0.001

(0.004)

-0.018

(0.013)

-0.001

(0.009)

Earnings

-0.011

(0.029)

-0.144**

(0.053)

Healthcare

-0.080*

(0.047)

0.007

(0.041)

0.108*

(0.060)

GDP

0.001

(0.002)

0.006*

(0.003)

-0.004

(0.003)

Econ_Support

-0.001***

(0.000)

-0.000***

(0.000)

46.834**

(22.970)

Stringency

-0.000

(0.000)

0.000

(0.000)

-0.146***

(0.040)

Containment

-0.000

(0.000)

-0.000

(0.000)

327.910**

(160.839)

Constant

0.769*

(0.382)

0.218

(0.368)

0.836***

(0.151)

Observations 2,656 1,955 1,957
AdjR2 0.317 0.120 0.723
#Banks 694 547 580
FE Yes Yes Yes
F Statistic 19.56*** 4311.52*** 1.2e7***

In this table, we report the results from regressions based on Z-Score decomposition. CVD, which is the main explanatory variable in all models, represents the growth in total COVID cases over the quarters. All specifications include appropriate bank- and macro-controls, and county-year and bank-fixed effects. Standard errors are reported in parentheses. ***, **, * indicate statistical significance at 1%, 5%, and 10% levels, respectively