Robustness test with system GMM
| Dependent variable: per capita growth rate of GDP [grow] | |||||||
|---|---|---|---|---|---|---|---|
| Variables [Notations] | Robust system GMM 1 | Robust system GMM 2 | Robust system GMM 3 | Robust system GMM 4 | Robust system GMM 5 | Robust system GMM 6 | Robust system GMM 7 |
| Share of mineral rents of GDP [MINE] | 0.377** (2.63) | 0.309* (2.42) | 0.312* (2.46) | 0.307* (2.35) | 0.333* (2.43) | 0.333* (2.43) | 0.328* (2.38) |
| Population growth rate [POPR] | −4.303 (−1.94) | −4.473* (−1.97) | −4.553* (−1.97) | −4.603* (−2.07) | −4.630* (−1.96) | −4.630* (−1.96) | −4.611* (−1.96) |
| Border proximity [BORD] | 0.520 (0.72) | 0.696 (0.87) | 0.626 (0.76) | 0.628 (0.79) | 0.615 (0.77) | 0.615 (0.77) | 0.610 (0.74) |
| Prevalence of civil war [CIVI] | −5.881* (−2.28) | −6.458* (−2.36) | −6.561* (−2.38) | −6.467* (−2.35) | −6.320* (−2.38) | −6.320* (−2.38) | −6.282* (−2.38) |
| Population growth rate * Civil war [PGCW | 2.386** (2.71) | 2.510** (2.71) | 2.579** (2.71) | 2.593** (2.79) | 2.572** (2.79) | 2.572** (2.79) | 2.570** (2.79) |
| Mineral rents * Civil war [MRWC] | −0.0553* (−2.04) | −0.0451* (−2.00) | −0.0422 (−1.88) | −0.0452* (−2.03) | −0.0485* (−2.00) | −0.0485* (−2.00) | −0.0520* (−2.10) |
| Democratic institution quality [DEMO] | 0.0331 (1.39) | 0.0391 (1.76) | 0.0398 (1.78) | −0.0567 (−0.27) | −0.631 (−1.23) | −0.631 (−1.23) | −0.623 (−1.22) |
| Lag one of dependent variable | 0.0334 (0.35) | 0.0319 (0.33) | 0.0326 (0.35) | 0.0344 (0.37) | 0.0313 (0.33) | 0.0313 (0.33) | 0.0309 (0.32) |
| FDI net inflow of GDP [FDIN] | 0.0270 (0.89) | −0.292 (−1.73) | −0.277 (−1.65) | −0.270 (−1.64) | −0.256 (−1.63) | −0.256 (−1.63) | −0.268 (−1.71) |
| Mineral rents* FDI [DFIM] | 0.006* (2.40) | 0.007* (2.35) | 0.005* (2.35) | 0.005* (2.40) | 0.005* (2.40) | 0.006* (2.49) | |
| Civil violence prevalence [VOCI] | −2.572 (−1.21) | −3.019 (−1.48) | −3.020 (−1.44) | −3.020 (−1.44) | −2.743 (−1.29) | ||
| Effectiveness of governance institutional quality [EFGI] | −0.0982 (−0.43) | −0.158 (−0.83) | −0.158 (−1.83) | −0.169 (−0.90) | |||
| Quality of accountability institution [QAIS] | −0.522 (−0.97) | −0.522 (−0.97) | −0.500 (−1.94) | ||||
| Intensity of civil war (Uppsala Model) [ICWU] | 2.468* (2.33) | 2.479* (2.33) | |||||
| Dummy variable for severity of civil war (Uppsala Model) [DVSW] | 2.552* (2.48) | ||||||
| Constant | 36.35 (0.28) | −12.97 (−0.11) | 18.43 (0.14) | 41.28 (0.34) | 34.67 (0.28) | −459.2* (−2.03) | −469.3* (−2.07) |
| N | 483 | 483 | 483 | 483 | 483 | 483 | 483 |
| Countries | 13 | 13 | 13 | 13 | 13 | 13 | 13 |
| Fixed effect | Y | Y | Y | Y | Y | Y | Y |
| Time dummy variable | Y | Y | Y | Y | Y | Y | Y |
| Arellano bond two [ ] | 0.2188 | 0.7101 | 0.6898 | 0.6968 | 0.6130 | 0.6130 | 0.6067 |
| Dependent variable: per capita growth rate of GDP [grow] | |||||||
|---|---|---|---|---|---|---|---|
| Variables [Notations] | Robust system GMM 1 | Robust system GMM 2 | Robust system GMM 3 | Robust system GMM 4 | Robust system GMM 5 | Robust system GMM 6 | Robust system GMM 7 |
| Share of mineral rents of GDP [MINE] | 0.377** (2.63) | 0.309* (2.42) | 0.312* (2.46) | 0.307* (2.35) | 0.333* (2.43) | 0.333* (2.43) | 0.328* (2.38) |
| Population growth rate [POPR] | −4.303 (−1.94) | −4.473* (−1.97) | −4.553* (−1.97) | −4.603* (−2.07) | −4.630* (−1.96) | −4.630* (−1.96) | −4.611* (−1.96) |
| Border proximity [BORD] | 0.520 (0.72) | 0.696 (0.87) | 0.626 (0.76) | 0.628 (0.79) | 0.615 (0.77) | 0.615 (0.77) | 0.610 (0.74) |
| Prevalence of civil war [CIVI] | −5.881* (−2.28) | −6.458* (−2.36) | −6.561* (−2.38) | −6.467* (−2.35) | −6.320* (−2.38) | −6.320* (−2.38) | −6.282* (−2.38) |
| Population growth rate * Civil war [PGCW | 2.386** (2.71) | 2.510** (2.71) | 2.579** (2.71) | 2.593** (2.79) | 2.572** (2.79) | 2.572** (2.79) | 2.570** (2.79) |
| Mineral rents * Civil war [MRWC] | −0.0553* (−2.04) | −0.0451* (−2.00) | −0.0422 (−1.88) | −0.0452* (−2.03) | −0.0485* (−2.00) | −0.0485* (−2.00) | −0.0520* (−2.10) |
| Democratic institution quality [DEMO] | 0.0331 (1.39) | 0.0391 (1.76) | 0.0398 (1.78) | −0.0567 (−0.27) | −0.631 (−1.23) | −0.631 (−1.23) | −0.623 (−1.22) |
| Lag one of dependent variable | 0.0334 (0.35) | 0.0319 (0.33) | 0.0326 (0.35) | 0.0344 (0.37) | 0.0313 (0.33) | 0.0313 (0.33) | 0.0309 (0.32) |
| FDI net inflow of GDP [FDIN] | 0.0270 (0.89) | −0.292 (−1.73) | −0.277 (−1.65) | −0.270 (−1.64) | −0.256 (−1.63) | −0.256 (−1.63) | −0.268 (−1.71) |
| Mineral rents* FDI [DFIM] | 0.006* (2.40) | 0.007* (2.35) | 0.005* (2.35) | 0.005* (2.40) | 0.005* (2.40) | 0.006* (2.49) | |
| Civil violence prevalence [VOCI] | −2.572 (−1.21) | −3.019 (−1.48) | −3.020 (−1.44) | −3.020 (−1.44) | −2.743 (−1.29) | ||
| Effectiveness of governance institutional quality [EFGI] | −0.0982 (−0.43) | −0.158 (−0.83) | −0.158 (−1.83) | −0.169 (−0.90) | |||
| Quality of accountability institution [QAIS] | −0.522 (−0.97) | −0.522 (−0.97) | −0.500 (−1.94) | ||||
| Intensity of civil war (Uppsala Model) [ICWU] | 2.468* (2.33) | 2.479* (2.33) | |||||
| Dummy variable for severity of civil war (Uppsala Model) [DVSW] | 2.552* (2.48) | ||||||
| Constant | 36.35 (0.28) | −12.97 (−0.11) | 18.43 (0.14) | 41.28 (0.34) | 34.67 (0.28) | −459.2* (−2.03) | −469.3* (−2.07) |
| N | 483 | 483 | 483 | 483 | 483 | 483 | 483 |
| Countries | 13 | 13 | 13 | 13 | 13 | 13 | 13 |
| Fixed effect | Y | Y | Y | Y | Y | Y | Y |
| Time dummy variable | Y | Y | Y | Y | Y | Y | Y |
| Arellano bond two [ | 0.2188 | 0.7101 | 0.6898 | 0.6968 | 0.6130 | 0.6130 | 0.6067 |
Note(s): t statistics in parentheses * p < 0.05, **p < 0.01 and ***p < 0.001
Source(s): Author's computations
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