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. 2025 Jul 30;13:1512148. doi: 10.3389/fpubh.2025.1512148

Table 5.

Baseline empirical results.

Variables (1) (2) (3) (4) (5) (6) (7) (8) (9) (10)
Input Input Input Input Input Input Input Input Input Input
DID 2.086*** 2.151*** 2.145*** 2.006*** 2.036*** 2.090*** 2.113*** 2.261*** 2.504*** 1.796***
(3.03) (3.04) (3.04) (3.21) (3.34) (3.41) (3.47) (3.63) (3.07) (2.94)
Size −0.707 −0.758 −0.787 −0.361 −0.259 −0.330 −0.157 −1.374 −1.730
(−0.86) (−0.90) (−1.01) (−0.52) (−0.37) (−0.48) (−0.24) (−1.33) (−1.75) *
Lev 0.015 −0.000 −0.020 −0.018 −0.013 −0.017 −0.002 −0.013
(0.86) (−0.02) (−1.42) (−1.30) (−0.91) (−1.16) (−0.08) (−0.60)
Cash −0.180*** −0.141*** −0.138*** −0.134*** −0.125*** −0.156** −0.146***
(−3.34) (−2.96) (−2.88) (−2.72) (−2.73) (−2.53) (−2.87)
Roe −0.086*** −0.075*** −0.076*** −0.079*** −0.065*** −0.063***
(−4.23) (−4.02) (−4.07) (−4.28) (−2.88) (−2.96)
Growth −0.018*** −0.020*** −0.020*** −0.026** −0.021**
(−3.07) (−3.32) (−3.28) (−2.40) (−2.02)
Shareh10 0.041* 0.054** 0.065* 0.064**
(1.95) (2.46) (1.97) (2.04)
Age 10.058** 11.752* 3.052
(2.22) (1.94) (0.59)
AC 0.184*** 0.176***
(3.48) (3.74)
DID×AC 0.380***
(4.47)
Constant 4.129*** 19.513 20.128 22.350 14.320 12.286 11.300 −20.855 −2.285 33.484
(15.27) (1.09) (1.11) (1.31) (0.94) (0.80) (0.74) (−1.15) (−0.09) (1.26)
Observations 1,248 1,248 1,248 1,248 1,248 1,248 1,248 1,248 1,050 1,050
R-squared 0.7312 0.7325 0.7332 0.7523 0.7691 0.7730 0.7752 0.7800 0.7776 0.8015
Firm FE YES YES YES YES YES YES YES YES YES YES
Year FE YES YES YES YES YES YES YES YES YES YES

Robust t-statistics in parentheses, ***p < 0.01; **p < 0.05; *p < 0.1.