Digital economy and regulatory quality
| OLS | FS (1) | 2SLS (1) | FS (2) | 2SLS (2) | FS (3) | 2SLS (3) | |
|---|---|---|---|---|---|---|---|
| LIT | 0.0115 | 0.0124 | |||||
| [0.0015]*** | [0.0015]*** | ||||||
| INST | −0.0232 | −0.0307 | |||||
| [0.0056]*** | [0.0047]*** | ||||||
| REG | 0.048 | 0.108 | 0.204 | 0.133 | |||
| [0.013]*** | [0.038]*** | [0.072]*** | [0.033]*** | ||||
| ln(GDPC) | −0.003 | −0.002 | −0.001 | −0.001 | |||
| [0.002]* | [0.002] | [0.002] | [0.002] | ||||
| ln(FD) | 0.006 | −0.004 | −0.021 | −0.007 | |||
| [0.008] | [0.010] | [0.017] | [0.011] | ||||
| ln(EXP) | −0.004 | −0.008 | −0.014 | −0.010 | |||
| [0.003] | [0.003]** | [0.005]*** | [0.003]*** | ||||
| ln(GINI) | 0.037 | 0.051 | 0.072 | 0.058 | |||
| [0.022]* | [0.025]** | [0.032]** | [0.025]** | ||||
| GRAD | −0.007 | −0.009 | −0.011 | −0.009 | |||
| [0.002]*** | [0.002]*** | [0.003]*** | [0.002]*** | ||||
| POP | 0.002 | 0.004 | 0.006 | 0.005 | |||
| [0.001]* | [0.001]** | [0.002]*** | [0.001]*** | ||||
| ln(INC) | −0.000 | 0.004 | 0.010 | 0.006 | |||
| [0.002] | [0.003] | [0.005]** | [0.002]** | ||||
| Adj-R2 | 0.462 | 0.459 | 0.456 | 0.480 | |||
| F-test (FS) | – | 56.34 | 17.14 | 45.12 | |||
| H-test (p) | – | – | – | 0.188 | |||
| DWH-test (p) | – | 0.077 | 0.010 | 0.007 | |||
| Macro FE | Yes | Yes | Yes | Yes | |||
| Time FE | Yes | Yes | Yes | Yes | |||
| Period | 2004–2019 | 2004–2019 | 2004–2019 | 2004–2019 | |||
| Obs | 312 | 312 | 312 | 312 |
| OLS | FS (1) | 2SLS (1) | FS (2) | 2SLS (2) | FS (3) | 2SLS (3) | |
|---|---|---|---|---|---|---|---|
| LIT | 0.0115 | 0.0124 | |||||
| [0.0015]*** | [0.0015]*** | ||||||
| INST | −0.0232 | −0.0307 | |||||
| [0.0056]*** | [0.0047]*** | ||||||
| REG | 0.048 | 0.108 | 0.204 | 0.133 | |||
| [0.013]*** | [0.038]*** | [0.072]*** | [0.033]*** | ||||
| ln(GDPC) | −0.003 | −0.002 | −0.001 | −0.001 | |||
| [0.002]* | [0.002] | [0.002] | [0.002] | ||||
| ln(FD) | 0.006 | −0.004 | −0.021 | −0.007 | |||
| [0.008] | [0.010] | [0.017] | [0.011] | ||||
| ln(EXP) | −0.004 | −0.008 | −0.014 | −0.010 | |||
| [0.003] | [0.003]** | [0.005]*** | [0.003]*** | ||||
| ln(GINI) | 0.037 | 0.051 | 0.072 | 0.058 | |||
| [0.022]* | [0.025]** | [0.032]** | [0.025]** | ||||
| GRAD | −0.007 | −0.009 | −0.011 | −0.009 | |||
| [0.002]*** | [0.002]*** | [0.003]*** | [0.002]*** | ||||
| POP | 0.002 | 0.004 | 0.006 | 0.005 | |||
| [0.001]* | [0.001]** | [0.002]*** | [0.001]*** | ||||
| ln(INC) | −0.000 | 0.004 | 0.010 | 0.006 | |||
| [0.002] | [0.003] | [0.005]** | [0.002]** | ||||
| Adj- | 0.462 | 0.459 | 0.456 | 0.480 | |||
| – | 56.34 | 17.14 | 45.12 | ||||
| – | – | – | 0.188 | ||||
| DWH-test ( | – | 0.077 | 0.010 | 0.007 | |||
| Macro FE | Yes | Yes | Yes | Yes | |||
| Time FE | Yes | Yes | Yes | Yes | |||
| Period | 2004–2019 | 2004–2019 | 2004–2019 | 2004–2019 | |||
| Obs | 312 | 312 | 312 | 312 |
Note(s): *p < 0.1; **p < 0.05; ***p < 0.01; standard errors clustered at regional level in brackets; Digital Economy (DE1): PC adoption in businesses; FS: 1st Stage; F-test: F-test on excluded instruments; H-test: Hansen J test on over-identifying restrictions; Durbin–Wu–Hausman-test (DWH): endogeneity test defined as the difference of two Sargan–Hansen statistic
Source(s): Authors’ elaboration
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