Impact of followers and likes
| DV = # of negative comments (2 Month before/After policy change) | Followers interaction | Likes interaction |
|---|---|---|
| Treatment × Number of Followers (or Likes) × Post-Policy | 3.4407*** | 0.00004** |
| (0.6935) | 0.0000 | |
| Treatment × Post-Policy | −0.0037 | −0.0082** |
| (1.1683) | (0.0037) | |
| Treatment × Number of Followers (or Likes) | −0.9627* | −0.00004*** |
| (0.5061) | 0.0000 | |
| Number of Followers (or Likes) × Post-Policy | 0.2375 | −0.00002 |
| (0.6094) | 0.0000 | |
| Treatment | 1.2777 | 0.0099*** |
| (0.8261) | (0.0026) | |
| Post-Policy Period | 0.3099 | 0.0055 |
| (1.0196) | (0.0036) | |
| Number of Followers (or Likes) | −0.0935 | 0.00006*** |
| (0.4317) | 0.0000 | |
| Total Number of Comments | 0.0717*** | −0.0002*** |
| (0.0081) | 0.0000 | |
| Constant | 0.2623 | 0.00883*** |
| (0.7287) | (0.0025) | |
| N | 268 | 547,504 |
| DV = # of negative comments (2 Month before/After policy change) | Followers interaction | Likes interaction |
|---|---|---|
| Treatment × Number of Followers (or Likes) × Post-Policy | 3.4407*** | 0.00004** |
| (0.6935) | 0.0000 | |
| Treatment × Post-Policy | −0.0037 | −0.0082** |
| (1.1683) | (0.0037) | |
| Treatment × Number of Followers (or Likes) | −0.9627* | −0.00004*** |
| (0.5061) | 0.0000 | |
| Number of Followers (or Likes) × Post-Policy | 0.2375 | −0.00002 |
| (0.6094) | 0.0000 | |
| Treatment | 1.2777 | 0.0099*** |
| (0.8261) | (0.0026) | |
| Post-Policy Period | 0.3099 | 0.0055 |
| (1.0196) | (0.0036) | |
| Number of Followers (or Likes) | −0.0935 | 0.00006*** |
| (0.4317) | 0.0000 | |
| Total Number of Comments | 0.0717*** | −0.0002*** |
| (0.0081) | 0.0000 | |
| Constant | 0.2623 | 0.00883*** |
| (0.7287) | (0.0025) | |
| 268 | 547,504 |
Note(s): ***p < 0.01, **p < 0.05, *p < 0.10. Respond is an indicator variable that is equal to 1 if the firm responds to negative comments post policy change. The number of likes is calculated at the individual level as the total number of likes for all comments posted on the firm’s brand page excluding the focal individual’s posts and likes
Source(s): Authors’ own work