From: Matching worker skills to job tasks in the Netherlands: sorting into cities for better careers
 | Matching | Skills | Tasks | |||||||
---|---|---|---|---|---|---|---|---|---|---|
 |  |  | Cognitive | Social | Cognitive | Social | ||||
Region | Randstad | Other region | Randstad | Other region | Randstad | Other region | Randstad | Other region | Randstad | Other region |
 | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) |
City | 0.104 | 0.142** | 0.157** | 0.121** | 0.174*** | 0.012 | 0.017 | 0.133** | 0.026 | 0.071 |
 | [0.093] | [0.056] | [0.076] | [0.058] | [0.060] | [0.055] | [0.099] | [0.055] | [0.100] | [0.068] |
Age | 0.009** | 0.006 | 0.005 | 0.006** | -0.003 | -0.001 | -0.003 | -0.005* | 0.003 | -0.001 |
 | [0.004] | [0.004] | [0.003] | [0.002] | [0.003] | [0.002] | [0.003] | [0.003] | [0.004] | [0.003] |
Female | -0.000 | -0.065 | -0.310*** | -0.210*** | 0.091 | 0.229*** | -0.246*** | -0.246*** | -0.111 | -0.098 |
 | [0.073] | [0.073] | [0.061] | [0.046] | [0.077] | [0.056] | [0.068] | [0.074] | [0.086] | [0.072] |
Native | 0.117 | 0.197*** | -0.007 | -0.007 | -0.067 | -0.200** | 0.021 | -0.090 | 0.071 | -0.004 |
 | [0.080] | [0.071] | [0.093] | [0.077] | [0.131] | [0.092] | [0.089] | [0.109] | [0.065] | [0.107] |
Medium skilled | 0.281** | -0.015 | 0.143* | 0.153** | -0.121 | 0.008 | 0.209** | 0.075 | -0.014 | 0.097 |
 | [0.114] | [0.069] | [0.081] | [0.062] | [0.108] | [0.062] | [0.078] | [0.067] | [0.108] | [0.060] |
High skilled | 0.262* | 0.185*** | 0.515*** | 0.497*** | -0.112 | 0.168** | 0.328*** | 0.399*** | 0.025 | 0.327*** |
 | [0.138] | [0.066] | [0.082] | [0.104] | [0.101] | [0.069] | [0.106] | [0.090] | [0.146] | [0.089] |
Cognitive skills | 0.038 | 0.113*** | Â | Â | Â | Â | Â | Â | Â | Â |
 | [0.031] | [0.031] |  |  |  |  |  |  |  |  |
Social skills | 0.104*** | 0.007 | Â | Â | Â | Â | Â | Â | Â | Â |
 | [0.030] | [0.027] |  |  |  |  |  |  |  |  |
Constant | -0.762*** | -0.444 | -0.065 | -0.279* | 0.125 | -0.259 | 0.312* | 0.418 | 0.037 | -0.028 |
 | [0.253] | [0.295] | [0.191] | [0.152] | [0.248] | [0.186] | [0.161] | [0.253] | [0.223] | [0.252] |
Clustered standard errors | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Fixed effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Observations | 822 | 1327 | 822 | 1327 | 822 | 1327 | 665 | 1,059 | 665 | 1,059 |
Adjusted R-squared | 0.036 | 0.032 | 0.066 | 0.045 | 0.003 | 0.014 | 0.018 | 0.047 | -0.004 | 0.015 |