Table 8. Robustness tests: Addressing endogeneity with IV-2SLS regressions.
Instrument: EPU China (columns 1–4) | Instrument: Lagged banking performance (columns 5–8) | |||||||
---|---|---|---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
debt1 | debt1 | debt2 | debt2 | debt1 | debt1 | debt2 | debt2 | |
aunc | -1.585*** | -2.666*** | -1.143*** | -1.977*** | ||||
(0.158) | (0.269) | (0.252) | (0.428) | |||||
func | -2.135*** | -3.592*** | -0.086*** | -0.148*** | ||||
(0.648) | (1.093) | (0.013) | (0.023) | |||||
size | 0.133*** | 0.418*** | 0.210*** | 0.689*** | 0.055*** | 0.008* | 0.110*** | 0.001 |
(0.012) | (0.120) | (0.020) | (0.203) | (0.018) | (0.004) | (0.030) | (0.007) | |
sales | 0.006** | 0.037** | 0.011** | 0.063** | 0.016*** | 0.008*** | 0.025*** | 0.013*** |
(0.003) | (0.015) | (0.005) | (0.026) | (0.003) | (0.002) | (0.005) | (0.003) | |
ppe | 0.050* | 0.226** | 0.016 | 0.311* | 0.072*** | 0.031* | 0.193*** | 0.122*** |
(0.027) | (0.109) | (0.046) | (0.184) | (0.027) | (0.017) | (0.046) | (0.029) | |
roa | -0.747*** | -1.757*** | -1.121*** | -2.821*** | 0.142 | -0.169*** | -0.392** | -0.147*** |
(0.070) | (0.485) | (0.119) | (0.818) | (0.093) | (0.033) | (0.159) | (0.056) | |
sof | -0.021** | -0.122*** | -0.039** | -0.208*** | 0.011 | 0.002 | 0.015 | 0.001 |
(0.010) | (0.047) | (0.017) | (0.079) | (0.010) | (0.007) | (0.017) | (0.011) | |
refinance | -1.233*** | -8.870*** | -2.287*** | -15.136*** | 2.012*** | 1.034*** | 3.237*** | 1.545*** |
(0.211) | (2.904) | (0.359) | (4.899) | (0.313) | (0.087) | (0.532) | (0.148) | |
gdp | 1.867*** | 10.725*** | 3.119*** | 18.021*** | 0.190 | 0.499*** | 0.264 | 0.798*** |
(0.186) | (3.021) | (0.316) | (5.097) | (0.215) | (0.122) | (0.365) | (0.207) | |
Observations | 6,958 | 6,958 | 6,958 | 6,958 | 6,958 | 6,958 | 6,958 | 6,958 |
Firms | 612 | 612 | 612 | 612 | 612 | 612 | 612 | 612 |
Anderson canon. corr. LM statistic | 138.52*** | 10.84*** | 138.52*** | 10.84*** | 48.695*** | 1234.063*** | 48.695*** | 1234.063*** |
Cragg-Donald Wald F statistic | 141.43 | 10.85 | 141.43 | 10.85 | 49.010 | 1530.044 | 49.010 | 1530.044 |
Notes: Dependent variables (DV) are shown at the top. The instruments used are EPU China (columns 1–4) and lagged banking performance (columns 5–8).
* p<0.1;
** p<0.05;
*** p<0.01.
Standard errors are in parentheses.