From: Global connections and the structure of skills in local co-worker networks
Panel A | All workers | |||
---|---|---|---|---|
Dependent variable | Skill relatedness | Skill similarity | ||
Independent variables | ||||
Share of contacts globala | − 0.188* | − 0.114 | − 0.0255 | 0.293 |
(0.102) | (0.103) | (0.0195) | (0.362) | |
Share of contacts locala | 0.209** | 0.173* | 0.0371* | 0.517* |
(0.104) | (0.0964) | (0.0198) | (0.308) | |
N of connectionsb | − 0.283*** | − 0.0296*** | − 0.0056*** | − 0.0056 |
(0.0097) | (0.0097) | (0.0019) | (0.0345) | |
Constant | 0.147** | 0.00564 | 0.0665*** | 0.418 |
(0.0646) | (0.0838) | (0.0121) | (0.266) | |
Controlsc | No | Yes | No | Yes |
Random effects | ||||
Individual (1) | 0.000996*** | 0.0177*** | 0.0246*** | 0.0337 |
(0.000162) | (0.00361) | (0.00443) | (0.0346) | |
Individual (2) | 0.00164*** | 0.0642*** | 0.0516*** | 0.0845** |
(0.000204) | (0.00862) | (0.00687) | (0.0403) | |
Dyad | 0.00321*** | 0.237*** | 0.233*** | 0.466*** |
(5.74e−05) | (0.00454) | (0.00415) | (0.0473) | |
Observations (dyads) | 6,493 | 5,663 | 6,493 | 5,663 |
Panel B | Co-workers | |||
---|---|---|---|---|
Dependent variable | Skill relatedness | Skill similarity | ||
Independent variables | ||||
Share of contacts globala | 0.338 | − 0.114 | − 0.0135 | 0.293 |
(0.389) | (0.103) | (0.0684) | (0.362) | |
Share of contacts locala | 0.649* | 0.173* | 0.0993 | 0.517* |
(0.350) | (0.0964) | (0.0647) | (0.308) | |
N of connectionsb | 0.0257 | − 0.0296*** | − 0.0058 | − 0.0056 |
(0.0373) | (0.0097) | (0.0064) | (0.0345) | |
Constant | 0.236 | 0.00564 | 0.0930** | 0.418 |
(0.210) | (0.0838) | (0.0384) | (0.266) | |
Controlsc | No | Yes | No | Yes |
Random effects | ||||
Individual (1) | 0.0907** | 0.0177*** | 0.00548*** | 0.0337 |
(0.0444) | (0.00361) | (0.00145) | (0.0346) | |
Individual (2) | 0.0716** | 0.0642*** | 0.00199*** | 0.0845** |
(0.0353) | (0.00862) | (0.000718) | (0.0403) | |
Dyad | 0.464*** | 0.237*** | 0.00618*** | 0.466*** |
(0.0458) | (0.00454) | (0.000640) | (0.0473) | |
Observations (dyads) | 6493 | 5663 | 310 | 303 |