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. 2023 Jan 28;93(1-2):59–109. doi: 10.1007/s11573-022-01134-4

Table 21.

Robustness tests Ia Hypothesis 3

Dependent Variable Unweighted Full Sample
ReturnDecline ReturnDecline ReturnRecovery ReturnRecovery DaysRecovery DaysRecovery DaysRecovery DaysRecovery
Loss Profit Loss Profit Loss Profit Loss Profit
LossCarryback 0.1322** 0.0388*** 0.8777 0.3542*** 142.7991 −  123.6221*** −  184.0016 −  145.7299***
(2.16) (3.74) (1.39) (4.27) (0.64) (−  4.04) (−  0.87) (−  2.78)
LossCarryforward 0.1466** 0.0215* 0.7985 −  0.0559 7.9542 −  102.7876*** −  792.1996*** −  107.6790
(2.00) (1.77) (1.02) (−  0.57) (0.03) (−  2.80) (−  3.68) (−  1.52)
GroupTaxSystem 0.1013* 0.0025 −  0.2432 −  0.1114 −  385.5632* −  42.4271 70.1343 109.9688*
(1.79) (0.25) (−  0.41) (−  1.36) (−  1.77) (−  1.39) (0.36) (1.88)
TaxRate −  1.4765*** −  0.4650*** −  0.9191 1.5854* 891.0601 505.1686* 3199.8805 2005.6991***
(−  2.88) (−  4.52) (−  0.17) (1.91) (0.52) (1.66) (1.64) (3.38)
F−Test
LCB=LCF 0.8084 0.1625 0.9021 0.0000*** 0.4774 0.5667 0.0197** 0.5836
Controls Yes Yes Yes Yes Yes Yes Yes Yes
Crisis & Industry FE Yes Yes Yes Yes Yes Yes Yes Yes
Observations 253 2,882 212 2,513 147 1,976 264 2,885
Centered R2 0.1787 0.1316 0.0724 0.0827 0.1393 0.0438 0.1911 0.0696

This table represents additional robustness checks for Hypothesis 3. Columns 1 to 6 present the results using no weighting, Columns 7 and 8 display results for a modified DaysRecoveryvariable, where outliers and companies which do not reach their pre−  crisis maximum after the respective crisis received the value of 1,667 days. Data from the International Monetary Fund, EY Worldwide Corporate Tax Guide, and Thomson Reuters. The observational units are firms. See Appendix Table 16 for the remaining variable definitions. Heteroskedasticity-robust Driscoll-Kraay standard errors with multi-way clustering on year-industry-level and country-level in parentheses. *Indicates significance at the 10% level, **indicates significance at the 5% level, ***indicates significance at the 1% level