TABLE 3.
Parameter Estimates of Relational Event Models for
Model 4 | Model 5 | |
---|---|---|
Variable of theoretical interest: | ||
Long term: | ||
Embedding inertia | .29** (.02) | .26** (.02) |
Embedding reciprocation | .19** (.02) | |
Dependence reciprocation | .02 (.01) | |
Transitive closure | .24** (.02) | .23** (.02) |
Cyclic closure | .21** (.03) | .11** (.03) |
Short term | ||
Embedding inertia | .03** (.01) | .03* (.01) |
Embedding reciprocation | .03* (.01) | |
Dependence reciprocation | .03** (.01) | |
Organizational control: | ||
Size sender | 1.68** (.14) | 1.50** (.14) |
Size difference | −.79** (.15) | −.52** (.14) |
Occupancy recipient | −.08 (.09) | −.16 (.09) |
Occupancy difference | −.03 (.09) | −.07 (.09) |
Inefficiency recipient | −.02 (.04) | .00 (.04) |
Inefficiency difference | −.11* (.05) | −.09* (.04) |
Geographic distance | −.57** (.06) | −.66** (.06) |
Niche overlap | .11** (.03) | .08* (.03) |
Service differentiation | −.06 (.04) | .04 (.04) |
Same LHU | 1.11** (.10) | 1.37** (.10) |
Both urban | .66** (.08) | .64** (.08) |
Sender urban | −2.26** (.25) | −2.48** (.26) |
Recipient urban | .07 (.27) | .27 (.27) |
Both public | 2.47** (.52) | 2.49** (.52) |
Sender public | −1.52** (.51) | −1.93** (.51) |
Recipient public | .13 (.46) | .63 (.46) |
In-house capability | −.92** (.04) | −.90** (.04) |
Bribery | 3.55** (.34) | 3.90** (.34) |
Sender teaching | .45 (.24) | .74** (.24) |
Recipient teaching | .46* (.18) | .41* (.18) |
Endogenous structural control: | ||
Long term: | ||
Popularity sender | −.15 (.08) | .01 (.08) |
Activity sender | −.03 (.06) | .01 (.06) |
Popularity recipient | −.10 (.06) | −.01 (.06) |
Activity recipient | −.06 (.05) | −.10* (.05) |
Short term: | ||
Popularity sender | −.03 (.05) | .05 (.05) |
Activity sender | .08* (.04) | .10** (.04) |
Popularity recipient | .03 (.04) | .05 (.04) |
Activity recipient | −.03 (.04) | −.03 (.04) |
Goodness of fit: | ||
Null deviance | 23,732 | |
Residual deviance | 13,968 | 14,066 |
Observed events (potential events) | 1,736 (1,612,744) |
Note.—SEs are in parentheses.
P < .05.
P < .01.
P < .001.