Drivers of employment creation using the Bayesian estimation technique
| Panel A: 2010 | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mode | 1 | 2 | 3 | 4 | ||||||||
| Posterior mean | 95% confidence interval | Posterior mean | 95% confidence interval | Posterior mean | 95% confidence interval | Posterior mean | 95% confidence interval | |||||
| CONST | 0.0443 | 0.0442 | 0.0443 | 0.0427 | 0.0426 | 0.0427 | 0.0413 | 0.0412 | 0.0414 | 0.0397 | 0.0396 | 0.0398 |
| POS | −0.0224 | −0.0225 | −0.0223 | −0.0229 | −0.0230 | −0.0228 | −0.0238 | −0.0239 | −0.0237 | −0.0243 | −0.0244 | −0.0242 |
| CLS | −0.0062 | −0.0062 | −0.0061 | −0.0065 | −0.0066 | −0.0065 | ||||||
| TLS | 0.0012 | 0.0011 | 0.0012 | 0.0014 | 0.0014 | 0.0015 | ||||||
| LBR | −0.0120 | −0.0120 | −0.0119 | −0.0135 | −0.0136 | −0.0135 | −0.0113 | −0.0114 | −0.0113 | −0.0131 | −0.0132 | −0.0130 |
| LBE | −0.0016 | −0.0016 | −0.0016 | −0.0016 | −0.0016 | −0.0016 | −0.0016 | −0.0016 | −0.0016 | −0.0016 | −0.0016 | −0.0016 |
| AGL | −0.0010 | −0.0010 | −0.0010 | −0.0010 | −0.0010 | −0.0010 | −0.0011 | −0.0011 | −0.0011 | −0.0011 | −0.0011 | −0.0011 |
| IPA | 0.0422 | 0.0422 | 0.0423 | 0.0420 | 0.0420 | 0.0421 | 0.0415 | 0.0415 | 0.0416 | 0.0413 | 0.0413 | 0.0414 |
| DXP | −0.0182 | −0.0182 | −0.0181 | −0.0181 | −0.0182 | −0.0180 | ||||||
| DDM | 0.0087 | 0.0087 | 0.0088 | 0.0087 | 0.0086 | 0.0087 | ||||||
| DMF | −0.0091 | −0.0091 | −0.0090 | −0.0091 | −0.0092 | −0.0091 | ||||||
| DLG | 0.0203 | 0.0202 | 0.0203 | 0.0202 | 0.0201 | 0.0202 | ||||||
| Panel A: 2010 | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mode | 1 | 2 | 3 | 4 | ||||||||
| Posterior mean | 95% confidence interval | Posterior mean | 95% confidence interval | Posterior mean | 95% confidence interval | Posterior mean | 95% confidence interval | |||||
| CONST | 0.0443 | 0.0442 | 0.0443 | 0.0427 | 0.0426 | 0.0427 | 0.0413 | 0.0412 | 0.0414 | 0.0397 | 0.0396 | 0.0398 |
| POS | −0.0224 | −0.0225 | −0.0223 | −0.0229 | −0.0230 | −0.0228 | −0.0238 | −0.0239 | −0.0237 | −0.0243 | −0.0244 | −0.0242 |
| CLS | −0.0062 | −0.0062 | −0.0061 | −0.0065 | −0.0066 | −0.0065 | ||||||
| TLS | 0.0012 | 0.0011 | 0.0012 | 0.0014 | 0.0014 | 0.0015 | ||||||
| LBR | −0.0120 | −0.0120 | −0.0119 | −0.0135 | −0.0136 | −0.0135 | −0.0113 | −0.0114 | −0.0113 | −0.0131 | −0.0132 | −0.0130 |
| LBE | −0.0016 | −0.0016 | −0.0016 | −0.0016 | −0.0016 | −0.0016 | −0.0016 | −0.0016 | −0.0016 | −0.0016 | −0.0016 | −0.0016 |
| AGL | −0.0010 | −0.0010 | −0.0010 | −0.0010 | −0.0010 | −0.0010 | −0.0011 | −0.0011 | −0.0011 | −0.0011 | −0.0011 | −0.0011 |
| IPA | 0.0422 | 0.0422 | 0.0423 | 0.0420 | 0.0420 | 0.0421 | 0.0415 | 0.0415 | 0.0416 | 0.0413 | 0.0413 | 0.0414 |
| DXP | −0.0182 | −0.0182 | −0.0181 | −0.0181 | −0.0182 | −0.0180 | ||||||
| DDM | 0.0087 | 0.0087 | 0.0088 | 0.0087 | 0.0086 | 0.0087 | ||||||
| DMF | −0.0091 | −0.0091 | −0.0090 | −0.0091 | −0.0092 | −0.0091 | ||||||
| DLG | 0.0203 | 0.0202 | 0.0203 | 0.0202 | 0.0201 | 0.0202 | ||||||
| Panel D: 2019 | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Model | 1 | 2 | 3 | 4 | ||||||||
| Posterior mean | 95% confidence interval | Posterior mean | 95% confidence interval | Posterior mean | 95% confidence interval | Posterior mean | 95% confidence interval | |||||
| CONST | 0.0371 | 0.0371 | 0.0371 | 0.0305 | 0.0305 | 0.0305 | 0.0426 | 0.0425 | 0.0427 | 0.0361 | 0.0360 | 0.0362 |
| POS | −0.0233 | −0.0234 | −0.0233 | −0.0219 | −0.0220 | −0.0219 | −0.0230 | −0.0231 | −0.0229 | −0.0216 | −0.0216 | −0.0215 |
| CLS | −0.0079 | −0.0079 | −0.0078 | −0.0082 | −0.0083 | −0.0082 | ||||||
| TLS | 0.0118 | 0.0118 | 0.0119 | 0.0115 | 0.0115 | 0.0115 | ||||||
| LBR | −0.0027 | −0.0027 | −0.0026 | −0.0073 | −0.0074 | −0.0073 | −0.0030 | −0.0031 | −0.0030 | −0.0078 | −0.0079 | −0.0078 |
| LBE | −0.0017 | −0.0017 | −0.0017 | −0.0017 | −0.0017 | −0.0017 | −0.0017 | −0.0017 | −0.0017 | −0.0017 | −0.0017 | −0.0017 |
| AGL | −0.0011 | −0.0011 | −0.0011 | −0.0011 | −0.0011 | −0.0011 | −0.0012 | −0.0012 | −0.0012 | −0.0012 | −0.0012 | −0.0012 |
| IPA | 0.0318 | 0.0317 | 0.0318 | 0.0324 | 0.0323 | 0.0324 | 0.0303 | 0.0302 | 0.0303 | 0.0308 | 0.0308 | 0.0309 |
| DXP | 0.0080 | 0.0079 | 0.0080 | 0.0083 | 0.0082 | 0.0083 | ||||||
| DDM | −0.0035 | −0.0035 | −0.0034 | −0.0034 | −0.0035 | −0.0033 | ||||||
| DMF | −0.0067 | −0.0067 | −0.0067 | −0.0069 | −0.0069 | −0.0068 | ||||||
| DLG | 0.0144 | 0.0144 | 0.0145 | 0.0141 | 0.0141 | 0.0142 | ||||||
| Panel D: 2019 | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Model | 1 | 2 | 3 | 4 | ||||||||
| Posterior mean | 95% confidence interval | Posterior mean | 95% confidence interval | Posterior mean | 95% confidence interval | Posterior mean | 95% confidence interval | |||||
| CONST | 0.0371 | 0.0371 | 0.0371 | 0.0305 | 0.0305 | 0.0305 | 0.0426 | 0.0425 | 0.0427 | 0.0361 | 0.0360 | 0.0362 |
| POS | −0.0233 | −0.0234 | −0.0233 | −0.0219 | −0.0220 | −0.0219 | −0.0230 | −0.0231 | −0.0229 | −0.0216 | −0.0216 | −0.0215 |
| CLS | −0.0079 | −0.0079 | −0.0078 | −0.0082 | −0.0083 | −0.0082 | ||||||
| TLS | 0.0118 | 0.0118 | 0.0119 | 0.0115 | 0.0115 | 0.0115 | ||||||
| LBR | −0.0027 | −0.0027 | −0.0026 | −0.0073 | −0.0074 | −0.0073 | −0.0030 | −0.0031 | −0.0030 | −0.0078 | −0.0079 | −0.0078 |
| LBE | −0.0017 | −0.0017 | −0.0017 | −0.0017 | −0.0017 | −0.0017 | −0.0017 | −0.0017 | −0.0017 | −0.0017 | −0.0017 | −0.0017 |
| AGL | −0.0011 | −0.0011 | −0.0011 | −0.0011 | −0.0011 | −0.0011 | −0.0012 | −0.0012 | −0.0012 | −0.0012 | −0.0012 | −0.0012 |
| IPA | 0.0318 | 0.0317 | 0.0318 | 0.0324 | 0.0323 | 0.0324 | 0.0303 | 0.0302 | 0.0303 | 0.0308 | 0.0308 | 0.0309 |
| DXP | 0.0080 | 0.0079 | 0.0080 | 0.0083 | 0.0082 | 0.0083 | ||||||
| DDM | −0.0035 | −0.0035 | −0.0034 | −0.0034 | −0.0035 | −0.0033 | ||||||
| DMF | −0.0067 | −0.0067 | −0.0067 | −0.0069 | −0.0069 | −0.0068 | ||||||
| DLG | 0.0144 | 0.0144 | 0.0145 | 0.0141 | 0.0141 | 0.0142 | ||||||
Note(s): The Table presents the results of the Bayesian estimation of the model:
Source(s): Authors’ construct 2025
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