Shapley decomposition (percentage of R-squared) for full regression models
| Ln(wages/worker) | Ln(wages and benefits/worker) | Ln(formality adjusted wages/worker) | |||||||
|---|---|---|---|---|---|---|---|---|---|
| ln (Y/L) | TFP: Cobb-Douglas | TFP: Translog | ln (Y/L) | TFP: Cobb-Douglas | TFP: Translog | ln (Y/L) | TFP: Cobb-Douglas | TFP: Translog | |
| Prod. main effect | 28.9 | 26.0 | 25.0 | 28.2 | 25.1 | 24.0 | 20.3 | 17.2 | 16.1 |
| (0.3) | (0.3) | (0.3) | (0.3) | (0.3) | (0.3) | (0.2) | (0.2) | (0.2) | |
| Imperf. comp. main effects | 17.1 | 22.0 | 25.3 | 18.3 | 23.6 | 27.2 | 30.1 | 35.7 | 38.6 |
| (0.3) | (0.6) | (0.6) | (0.3) | (0.5) | (0.5) | (0.5) | (0.5) | (0.5) | |
| Effic. wage main effects | 10.6 | 12.4 | 13.4 | 10.7 | 12.8 | 13.7 | 16.9 | 19.5 | 20.5 |
| (0.3) | (0.3) | (0.3) | (0.3) | (0.3) | (0.3) | (0.2) | (0.2) | (0.2) | |
| Imperf. comp. int. with prod. | 20.7 | 18.6 | 17.0 | 20.6 | 18.3 | 16.6 | 16.2 | 13.5 | 12.0 |
| (0.3) | (0.3) | (0.3) | (0.3) | (0.3) | (0.3) | (0.2) | (0.2) | (0.2) | |
| Effic. wage int. with prod. | 22.7 | 20.9 | 19.3 | 22.2 | 20.2 | 18.5 | 16.4 | 14.2 | 12.9 |
| (0.3) | (0.3) | (0.3) | (0.3) | (0.3) | (0.3) | (0.2) | (0.2) | (0.2) | |
| N | 108,195 | 108,195 | 108,195 | 108,195 | 108,195 | 108,195 | 108,195 | 108,195 | 108,195 |
| R-squared | 0.293 | 0.290 | 0.291 | 0.307 | 0.305 | 0.306 | 0.353 | 0.352 | 0.352 |
| Ln(wages/worker) | Ln(wages and benefits/worker) | Ln(formality adjusted wages/worker) | |||||||
|---|---|---|---|---|---|---|---|---|---|
| ln (Y/L) | TFP: Cobb-Douglas | TFP: Translog | ln (Y/L) | TFP: Cobb-Douglas | TFP: Translog | ln (Y/L) | TFP: Cobb-Douglas | TFP: Translog | |
| Prod. main effect | 28.9 | 26.0 | 25.0 | 28.2 | 25.1 | 24.0 | 20.3 | 17.2 | 16.1 |
| (0.3) | (0.3) | (0.3) | (0.3) | (0.3) | (0.3) | (0.2) | (0.2) | (0.2) | |
| Imperf. comp. main effects | 17.1 | 22.0 | 25.3 | 18.3 | 23.6 | 27.2 | 30.1 | 35.7 | 38.6 |
| (0.3) | (0.6) | (0.6) | (0.3) | (0.5) | (0.5) | (0.5) | (0.5) | (0.5) | |
| Effic. wage main effects | 10.6 | 12.4 | 13.4 | 10.7 | 12.8 | 13.7 | 16.9 | 19.5 | 20.5 |
| (0.3) | (0.3) | (0.3) | (0.3) | (0.3) | (0.3) | (0.2) | (0.2) | (0.2) | |
| Imperf. comp. int. with prod. | 20.7 | 18.6 | 17.0 | 20.6 | 18.3 | 16.6 | 16.2 | 13.5 | 12.0 |
| (0.3) | (0.3) | (0.3) | (0.3) | (0.3) | (0.3) | (0.2) | (0.2) | (0.2) | |
| Effic. wage int. with prod. | 22.7 | 20.9 | 19.3 | 22.2 | 20.2 | 18.5 | 16.4 | 14.2 | 12.9 |
| (0.3) | (0.3) | (0.3) | (0.3) | (0.3) | (0.3) | (0.2) | (0.2) | (0.2) | |
| 108,195 | 108,195 | 108,195 | 108,195 | 108,195 | 108,195 | 108,195 | 108,195 | 108,195 | |
| 0.293 | 0.290 | 0.291 | 0.307 | 0.305 | 0.306 | 0.353 | 0.352 | 0.352 | |
Note(s): All shares significantly different from zero, significance not shown
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