From: Matching worker skills to job tasks in the Netherlands: sorting into cities for better careers
 | Matching | Skills | Tasks | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
 |  |  |  | Cognitive | Social | Cognitive | Social | ||||||||
Skill level | High | Middle | Low | High | Middle | Low | High | Middle | Low | High | Middle | Low | High | Middle | Low |
 | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) |
City | 0.050 | 0.153** | 0.267*** | 0.276*** | 0.063 | 0.063 | 0.108* | 0.161** | 0.079 | 0.109* | 0.050 | 0.186 | -0.033 | 0.070 | 0.236 |
 | [0.036] | [0.061] | [0.082] | [0.085] | [0.067] | [0.059] | [0.058] | [0.061] | [0.102] | [0.056] | [0.064] | [0.125] | [0.076] | [0.082] | [0.145] |
Age | -0.004 | 0.017*** | 0.010* | 0.007** | 0.001 | 0.008*** | -0.007** | -0.002 | 0.004 | -0.000 | -0.011*** | -0.004 | 0.005 | -0.004 | -0.001 |
 | [0.003] | [0.005] | [0.005] | [0.003] | [0.003] | [0.002] | [0.003] | [0.003] | [0.005] | [0.003] | [0.003] | [0.005] | [0.004] | [0.003] | [0.006] |
Female | -0.085 | 0.006 | -0.087 | -0.332*** | -0.135 | -0.174* | 0.066 | 0.205** | 0.367*** | -0.339*** | -0.195* | -0.184 | -0.158*** | -0.143 | 0.005 |
 | [0.058] | [0.095] | [0.139] | [0.058] | [0.091] | [0.088] | [0.133] | [0.081] | [0.106] | [0.056] | [0.104] | [0.132] | [0.049] | [0.098] | [0.134] |
Native | -0.038 | 0.121 | 0.233 | 0.036 | -0.095 | 0.023 | -0.121 | -0.228* | -0.032 | 0.248** | -0.102 | -0.229 | 0.053 | 0.093 | -0.120 |
 | [0.092] | [0.092] | [0.152] | [0.175] | [0.107] | [0.142] | [0.134] | [0.133] | [0.132] | [0.111] | [0.094] | [0.236] | [0.088] | [0.091] | [0.247] |
Constant | 0.520** | -0.976*** | -0.864** | 0.325* | 0.087 | -0.481* | 0.360 | -0.143 | -0.818** | 0.507** | 0.780*** | 0.167 | 0.261 | 0.202 | -0.256 |
 | [0.220] | [0.287] | [0.347] | [0.184] | [0.230] | [0.276] | [0.243] | [0.224] | [0.322] | [0.228] | [0.222] | [0.479] | [0.208] | [0.251] | [0.419] |
Clustered standard errors | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Fixed effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
Observations | 921 | 903 | 489 | 826 | 823 | 446 | 826 | 823 | 446 | 693 | 653 | 335 | 693 | 653 | 335 |
Adjusted R-squared | 0.002 | 0.032 | 0.020 | 0.041 | 0.002 | 0.016 | 0.007 | 0.016 | 0.016 | 0.030 | 0.015 | 0.015 | 0.006 | 0.002 | 0.002 |