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. 2022 Aug 3;2022:3286181. doi: 10.1155/2022/3286181

Table 7.

Robustness test on alternative variables of financing constraints.

(1) (2) (3) (4) (5) (6)
BIG4 = = 0 BIG4 = = 1
AUDITOR −0.107 −0.116 0.208 −0.178 −0.069 −0.019∗∗
(0.099) (0.076) (0.528) (0.050) (0.099) (0.045)

Auditor × Soe(SIZE) 0.277∗∗ 0.0001∗∗∗
(0.038) (0.000)

SIZE −0.047∗∗∗
(0.000)

SOE −0.011∗∗∗ 0.010∗∗∗ 0.021∗∗∗ −0.015∗∗∗ 0.190∗∗∗
(0.000) (0.000) (0.000) (0.000) (0.000)

LEV −0.110∗∗∗ 0.105∗∗∗ 0.169∗∗∗ −0.117∗∗∗ 0.0139∗∗∗ 3.989∗∗∗
(0.000) (0.000) (0.000) (0.000) (0.000) (0.000)

ROA −0.266∗∗∗ 0.269∗∗∗ 0.368∗∗∗ −0.274∗∗∗ −0.165∗∗∗ −3.765∗∗∗
(0.000) (0.000) (0.000) (0.000) (0.000) (0.000)

AGE 0.008∗∗∗ 0.005∗∗∗ 0.035∗∗∗ 0.008∗∗∗ 0.005∗∗∗ 0.050∗∗
(0.000) (0.000) (0.000) (0.000) (0.000) (0.031)

CFO −0.081∗∗∗ 0.076∗∗∗ 0.147∗∗∗ −0.094∗∗∗ −0.069∗∗∗ −3.650∗∗∗
(0.000) (0.000) (0.000) (0.000) (0.000) (0.000)

Tobin's Q 0.008∗∗∗ 0.007∗∗∗ 0.033∗∗∗ 0.008∗∗∗ 0.001∗∗∗ 0.099∗∗∗
(0.000) (0.000) (0.000) (0.000) (0.000) (0.000)

TOP1 −0.032∗∗∗ 0.031∗∗∗ 0.033∗∗∗ −0.041∗∗∗ −0.009∗∗∗ −0.731∗∗∗
(0.000) (0.000) (0.000) (0.000) (0.000) (0.000)

BSIZE −0.058∗∗∗ 0.057∗∗∗ 0.054∗∗∗ −0.064∗∗∗ 0.0005 −0.110∗∗
(0.000) (0.000) (0.000) (0.000) (0.810) (0.014)

OUTDIR −0.121∗∗∗ 0.107∗∗∗ 0.140∗∗∗ −0.146∗∗∗ 0.020∗∗∗ 0.238
(0.000) (0.000) (0.000) (0.000) (0.000) (0.114)

DUAL 0.004∗∗∗ 0.004∗∗∗ 0.006 0.004∗∗∗ −0.001 −0.071∗∗∗
(0.000) (0.000) (0.268) (0.000) (0.121) (0.000)

Market −0.002∗∗∗ 0.001∗∗∗ 0.005∗∗∗ −0.003∗∗∗ −0.001∗∗∗ −0.005
(0.000) (0.000) (0.000) (0.000) (0.000) (0.157)

BIG4 −0.056∗∗∗ −0.081∗∗∗
(0.000) (0.000)

Year Control Control Control Control Control Control
Industry Control Control Control Control Control Control
Constant −0.782∗∗∗ 0.787∗∗∗ 0.815∗∗∗ −0.747∗∗∗ 0.0171 1.737∗∗∗
(0.000) (0.000) (0.000) (0.000) (0.093) (0.000)

N 10933 10192 741 10933 10933 15145
R 2 0.458 0.389 0.542 0.419 0.455 0.611

Note. P values are in parentheses, and , ∗∗, and ∗∗∗ indicate significance at the 10%, 5%, and 1% levels, respectively. Data source: collected and sorted by the authors.