Results of estimations of equation (1)
| OLS | GMM | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Coefficient | i | ii | iii | iv | v | vi | vii | viii | |
| Intercept | −1.691** | −1.265 | −1.194 | −0.952 | −0.205 | −0.194 | 1.102 | 2.108 | |
| Sights and landmarks | 0.382*** (0.083) | 0.377*** (0.082) | 0.369*** (0.087) | 0.341*** (0.079) | |||||
| Museums | 0.541*** (0.069) | 0.510*** (0.069) | 0.547*** (0.073) | 0.531*** (0.069) | |||||
| Cinema seats | 0.030 (0.083) | 0.027 (0.087) | 0.027 (0.087) | 0.018 (0.086) | 0.034 (0.089) | 0.037 (0.087) | 0.014 (0.075) | 0.019 (0.074) | |
| Concerts and shows | 0.303*** (0.078) | 0.280*** (0.079) | 0.270*** (0.079) | 0.257*** (0.085) | |||||
| Theatres | −0.080 (0.084) | −0.110 (0.086) | −0.105 (0.091) | −0.115 (0.089) | −0.156* (0.088) | −0.115 (0.091) | −0.106 (0.104) | −0.113 (0.104) | |
| Satisfaction | 0.192 (0.120) | 0.192 (0.125) | 0.201 (0.125) | 0.073 (0.127) | 0.061 (0.127) | 0.059 (0.124) | 0.296** (0.151) | 0.153 (0.156) | |
| Passenger flights | 0.157***(0.048) | 0.090 (0.058) | 0.080 (0.060) | 0.087 (0.063) | |||||
| Direct trains | 0.043 (0.055) | 0.009 (0.057) | 0.031 (0.056) | 0.121* (0.072) | |||||
| Road accessibility Tolerance | 0.119** (0.060) 0.003 (0.061) | 0.100 (0.062) −0.014 (0.062) | 0.098 (0.064) −0.012 (0.063) | 0.133** (0.065) −0.030 (0.064) | 0.094 (0.066) −0.039 (0.063) | 0.069 (0.066) −0.025 (0.062) | −0.281 (0.177) −0.014 (0.058) | −0.341 (0.273) −0.031 (0.062) | |
| Quality of governance | 0.242* (0.132) | 0.263* (0.139) | 0.309** (0.144) | 0.390*** (0.138) | 0.353** (0.141) | 0.417*** (0.139) | 0.174 (0.135) | 0.231 (0.154) | |
| Capital city | 0.203 (0.165) | 0.165 (0.179) | 0.198 (0.174) | 0.018 (0.186) | −0.106 (0.198) | −0.212 (0.220) | |||
| GDP group >35,000 (ref) 30,000−35,000 25,000−30,000 20,000−25,000 <20,000 Population group >1 million (ref) 500,000–1 million 250,000–500,000 100,000−250,000 50,000−100,000 | 0.047 (0.191) 0.094 (0.176) −0.232 (0.215) −0.257 (0.849) | 0.062 (0.191) 0.117(0.179) −0.193 (0.218) −0.227 (0.243) −0.349* (0.206) −0.365* (0.215) −0.214 (0.232) −0.200 (0.269) | 0.058 (0.190) −0.048 (0.172) −0.467** (0.209) −0.336 (0.218) | 0.110 (0.186) 0.038 (0.173) −0.320 (0.211) −0.150 (0.227) −0.602*** (0.205) −0.735*** (0.217) −0.647*** (0.234) −0.568** (0.269) | 0.026 (0.186) −0.027 (0.179) −0.481** (0.233) −0.583** (0.265) −0.339** (0.168) −0.489** (0.197) −0.382* (0.228) −0.156 (0.245) | 0.078 (0.173) −0.073 (0.183) −0.520** (0.253) −0.418 (0.283) −0.611*** (0.165) −0.904*** (0.216) −0.872*** (0.244) −0.598** (0.245) | |||
| Obs. | 168 | 168 | 168 | 168 | 168 | 168 | Obs | 168 | 168 |
| R2 | 0.458 | 0.488 | 0.502 | 0.405 | 0.459 | 0.500 | R2 | 0.385 | 0.372 |
| Adjusted R2 | 0.427 | 0.441 | 0.442 | 0.375 | 0.413 | 0.444 | Wald Chi2 | 272.88 | 304.45 |
| F-balue | 14.83 | 10.40 | 8.36 | 13.52 | 10.05 | 8.84 | Prob>Chi2 | 0.000 | 0.000 |
| Prob > F | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | C Statistic | 6.195** | 2.720* |
| Mean VIF | 1.34 | 1.75 | 2.12 | 1.32 | 1.63 | 2.08 | |||
| Breusch−Pagan test (dep) | 0.02 | 0.00 | 0.18 | 0.26 | 0.16 | 0.23 | |||
| Breusch−Pagan test (indep) | 5.19 | 15.03 | 17.39 | 5.40 | 12.01 | 19.55 | |||
| White’s test | 37.05 | 113.33 | 166.65 | 37.41 | 89.88 | 158.37 | |||
| Ramsey RESET | 0.95 | 1.36 | 0.74 | 1.92 | 1.68 | 1.11 | |||
| OLS | GMM | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Coefficient | i | ii | iii | iv | v | vi | vii | viii | |
| Intercept | −1.691** | −1.265 | −1.194 | −0.952 | −0.205 | −0.194 | 1.102 | 2.108 | |
| Sights and landmarks | 0.382*** (0.083) | 0.377*** (0.082) | 0.369*** (0.087) | 0.341*** (0.079) | |||||
| Museums | 0.541*** (0.069) | 0.510*** (0.069) | 0.547*** (0.073) | 0.531*** (0.069) | |||||
| Cinema seats | 0.030 (0.083) | 0.027 (0.087) | 0.027 (0.087) | 0.018 (0.086) | 0.034 (0.089) | 0.037 (0.087) | 0.014 (0.075) | 0.019 (0.074) | |
| Concerts and shows | 0.303*** (0.078) | 0.280*** (0.079) | 0.270*** (0.079) | 0.257*** (0.085) | |||||
| Theatres | −0.080 (0.084) | −0.110 (0.086) | −0.105 (0.091) | −0.115 (0.089) | −0.156* (0.088) | −0.115 (0.091) | −0.106 (0.104) | −0.113 (0.104) | |
| Satisfaction | 0.192 (0.120) | 0.192 (0.125) | 0.201 (0.125) | 0.073 (0.127) | 0.061 (0.127) | 0.059 (0.124) | 0.296** (0.151) | 0.153 (0.156) | |
| Passenger flights | 0.157***(0.048) | 0.090 (0.058) | 0.080 (0.060) | 0.087 (0.063) | |||||
| Direct trains | 0.043 (0.055) | 0.009 (0.057) | 0.031 (0.056) | 0.121* (0.072) | |||||
| Road accessibility | 0.119** (0.060) | 0.100 (0.062) | 0.098 (0.064) | 0.133** (0.065) | 0.094 (0.066) | 0.069 (0.066) | −0.281 (0.177) | −0.341 (0.273) | |
| Quality of governance | 0.242* (0.132) | 0.263* (0.139) | 0.309** (0.144) | 0.390*** (0.138) | 0.353** (0.141) | 0.417*** (0.139) | 0.174 (0.135) | 0.231 (0.154) | |
| Capital city | 0.203 (0.165) | 0.165 (0.179) | 0.198 (0.174) | 0.018 (0.186) | −0.106 (0.198) | −0.212 (0.220) | |||
| 0.047 (0.191) | 0.062 (0.191) | 0.058 (0.190) | 0.110 (0.186) | 0.026 (0.186) | 0.078 (0.173) | ||||
| Obs. | 168 | 168 | 168 | 168 | 168 | 168 | Obs | 168 | 168 |
| 0.458 | 0.488 | 0.502 | 0.405 | 0.459 | 0.500 | R2 | 0.385 | 0.372 | |
| Adjusted | 0.427 | 0.441 | 0.442 | 0.375 | 0.413 | 0.444 | Wald Chi2 | 272.88 | 304.45 |
| 14.83 | 10.40 | 8.36 | 13.52 | 10.05 | 8.84 | Prob>Chi2 | 0.000 | 0.000 | |
| Prob > | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 6.195** | 2.720* | |
| Mean VIF | 1.34 | 1.75 | 2.12 | 1.32 | 1.63 | 2.08 | |||
| Breusch−Pagan test (dep) | 0.02 | 0.00 | 0.18 | 0.26 | 0.16 | 0.23 | |||
| Breusch−Pagan test (indep) | 5.19 | 15.03 | 17.39 | 5.40 | 12.01 | 19.55 | |||
| White’s test | 37.05 | 113.33 | 166.65 | 37.41 | 89.88 | 158.37 | |||
| Ramsey RESET | 0.95 | 1.36 | 0.74 | 1.92 | 1.68 | 1.11 | |||
Notes:
***Denotes significant at 99% level; **denotes significant at 95% level; *denotes significant at 90% level. Standard errors in parenthesis
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