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 | 0.438 | 1.280 | 0.510 | 1.080 | |||
| [0.072]*** | [0.215]*** | [0.258]** | [0.182]*** | ||||
| ln(GDPC) | 0.038 | 0.051 | 0.039 | 0.047 | |||
| [0.009]*** | [0.012]*** | [0.009]*** | [0.011]*** | ||||
| ln(FD) | −0.175 | −0.317 | −0.187 | −0.288 | |||
| [0.041]*** | [0.062]*** | [0.057]*** | [0.056]*** | ||||
| ln(EXP) | −0.026 | −0.080 | −0.030 | −0.069 | |||
| [0.015]* | [0.023]*** | [0.023] | [0.021]*** | ||||
| ln(GINI) | 0.336 | 0.525 | 0.353 | 0.424 | |||
| [0.155]** | [0.190]*** | [0.159]** | [0.176]** | ||||
| GRAD | 0.047 | 0.024 | 0.045 | 0.025 | |||
| [0.008]*** | [0.009]*** | [0.010]*** | [0.009]*** | ||||
| POP | 0.009 | 0.032 | 0.011 | 0.025 | |||
| [0.006] | [0.007]*** | [0.007] | [0.006]*** | ||||
| ln(INC) | 0.078 | 0.135 | 0.083 | 0.122 | |||
| [0.012]*** | [0.016]*** | [0.019]*** | [0.014]*** | ||||
| Adj-R2 | 0.908 | 0.867 | 0.799 | 0.879 | |||
| F-test (FS) | – | 56.34 | 17.14 | 45.12 | |||
| H-test (p) | – | – | – | 0.313 | |||
| DWH-test (p) | 0.000 | 0.077 | 0.000 | ||||
| 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 | 0.438 | 1.280 | 0.510 | 1.080 | |||
| [0.072]*** | [0.215]*** | [0.258]** | [0.182]*** | ||||
| ln(GDPC) | 0.038 | 0.051 | 0.039 | 0.047 | |||
| [0.009]*** | [0.012]*** | [0.009]*** | [0.011]*** | ||||
| ln(FD) | −0.175 | −0.317 | −0.187 | −0.288 | |||
| [0.041]*** | [0.062]*** | [0.057]*** | [0.056]*** | ||||
| ln(EXP) | −0.026 | −0.080 | −0.030 | −0.069 | |||
| [0.015]* | [0.023]*** | [0.023] | [0.021]*** | ||||
| ln(GINI) | 0.336 | 0.525 | 0.353 | 0.424 | |||
| [0.155]** | [0.190]*** | [0.159]** | [0.176]** | ||||
| GRAD | 0.047 | 0.024 | 0.045 | 0.025 | |||
| [0.008]*** | [0.009]*** | [0.010]*** | [0.009]*** | ||||
| POP | 0.009 | 0.032 | 0.011 | 0.025 | |||
| [0.006] | [0.007]*** | [0.007] | [0.006]*** | ||||
| ln(INC) | 0.078 | 0.135 | 0.083 | 0.122 | |||
| [0.012]*** | [0.016]*** | [0.019]*** | [0.014]*** | ||||
| Adj- | 0.908 | 0.867 | 0.799 | 0.879 | |||
| – | 56.34 | 17.14 | 45.12 | ||||
| – | – | – | 0.313 | ||||
| DWH-test ( | 0.000 | 0.077 | 0.000 | ||||
| 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 (DE4): degree of Internet use 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
Sharing content requires targeting cookies to be enabled. Please update your cookie preferences to use this feature.