Impact of Fintech and traditional determinants on unemployment
| Model 1 | Model 2 | Model 3 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Unemployment | Coefficient | p>|z| | [95% conf. Interval] | Coefficient | p>|z| | [95% conf. Interval] | Coefficient | p>|z| | [95% conf. Interval] | |||
| GDPA | −0.5003 | 0.324 | 0.5003 | −1.0213** | −1.0213** | 0.048 | −2.0344 | −0.0082 | ||||
| GDPC | 0.5660 | 0.248 | 0.5665 | 1.0338** | 1.0338** | 0.038 | 0.05669 | 2.0109 | ||||
| HCI | 0.2622 | 0.951 | 0.2622 | −8.1736** | −8.1736** | 0.036 | −15.8002 | −0.5471 | ||||
| FDI | −0.0168 | 0.915 | −0.0168 | −0.09233 | −0.0923 | 0.546 | −0.3918 | 0.20721 | ||||
| GFCF | 0.0350 | 0.507 | 0.0352 | 0.01883 | 0.01883 | 0.761 | −0.1026 | 0.14033 | ||||
| BA | −5.512*** | 0.001 | −5.5127 | −5.9872*** | 0.000 | −8.3045 | −3.6698 | |||||
| IU | 1.6017 | 0.655 | 1.6012 | 6.9136* | 0.10 | −1.4867 | 15.3138 | |||||
| DP | −7.3234** | 0.046 | −7.3237 | −7.0696** | 0.019 | −12.9752 | −1.1603 | |||||
| MDP | 8.8117** | 0.048 | 8.8117 | 8.8117** | 9.1124 | 9.11294 | 9.11294 | 9.1129 | ||||
| MMA | −1.0811 | −1.0811 | −1.0811 | −1.0811 | ||||||||
| _cons | 7.3245*** | 0.009 | 7.3245 | 7.3245*** | 10.9697*** | 0.000 | 5.678726 | 16.2607 | 4.6252 | 0.0254 | 7.6584 | 8.6258 |
| R-squared | 0.5389 | 0.2757 | 0.5191 | |||||||||
| χ2 (p-value) | 30.69 (0.000) | 9.28*** (0.08) | 34.22(0.000) | |||||||||
| Model 1 | Model 2 | Model 3 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Unemployment | Coefficient | [95% conf. Interval] | Coefficient | [95% conf. Interval] | Coefficient | [95% conf. Interval] | ||||||
| GDPA | −0.5003 | 0.324 | 0.5003 | −1.0213** | −1.0213** | 0.048 | −2.0344 | −0.0082 | ||||
| GDPC | 0.5660 | 0.248 | 0.5665 | 1.0338** | 1.0338** | 0.038 | 0.05669 | 2.0109 | ||||
| HCI | 0.2622 | 0.951 | 0.2622 | −8.1736** | −8.1736** | 0.036 | −15.8002 | −0.5471 | ||||
| FDI | −0.0168 | 0.915 | −0.0168 | −0.09233 | −0.0923 | 0.546 | −0.3918 | 0.20721 | ||||
| GFCF | 0.0350 | 0.507 | 0.0352 | 0.01883 | 0.01883 | 0.761 | −0.1026 | 0.14033 | ||||
| BA | −5.512*** | 0.001 | −5.5127 | −5.9872*** | 0.000 | −8.3045 | −3.6698 | |||||
| IU | 1.6017 | 0.655 | 1.6012 | 6.9136* | 0.10 | −1.4867 | 15.3138 | |||||
| DP | −7.3234** | 0.046 | −7.3237 | −7.0696** | 0.019 | −12.9752 | −1.1603 | |||||
| MDP | 8.8117** | 0.048 | 8.8117 | 8.8117** | 9.1124 | 9.11294 | 9.11294 | 9.1129 | ||||
| MMA | −1.0811 | −1.0811 | −1.0811 | −1.0811 | ||||||||
| _cons | 7.3245*** | 0.009 | 7.3245 | 7.3245*** | 10.9697*** | 0.000 | 5.678726 | 16.2607 | 4.6252 | 0.0254 | 7.6584 | 8.6258 |
| 0.5389 | 0.2757 | 0.5191 | ||||||||||
| 30.69 (0.000) | 9.28*** (0.08) | 34.22(0.000) | ||||||||||
Note(s): *p< 0.1, ** p < 0.05, *** p < 0.01
Source(s): Authors’ calculations
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