Table 4.
Results of negative binomial regression model (Popularity).
| Variables | Model 3 | Model 4 | ||||
|
|
Estimate (SE) | P value | Estimate (SE) | P value | ||
| Control variables | ||||||
|
|
Work time | −0.0121 (0.0238) | .50 | −0.0121 (0.0177) | .50 | |
|
|
Content length | 2.7308 (0.1466) | <.001 | 2.8067 (0.1521) | <.001 | |
|
|
Title length | −0.2432 (0.1109) | .03 | −0.4193 (0.1096) | <.001 | |
| Content variables | ||||||
|
|
Content readability | —a | — | −0.2568 (0.0223) | <.001 | |
|
|
Title sentiment | — | — | 0.3377 (0.0346) | <.001 | |
|
|
|Title sentiment| | — | — | 0.2638 (0.0614) | <.001 | |
|
|
Content sentiment | — | — | 0.2060 (0.0487) | <.001 | |
|
|
|Content sentiment| | — | — | 0.3446 (0.0594) | <.001 | |
| Context variables | ||||||
|
|
Topic diversity | — | — | 0.6167 (0.1266) | <.001 | |
|
|
Topic intensity | — | — | 0.1160 (0.1484) | .43 | |
| User variables | ||||||
|
|
Participation intensity | — | — | −0.0408 (0.0370) | .27 | |
|
|
Sociability breadth | — | — | −0.5515 (0.1480) | <.001 | |
| Model fit | ||||||
|
|
AICb | 151,890.91 | — | 151,543.71 | — | |
aVariable has not been input.
bAIC: Akaike information criterion.