Table 10 Moderating effect of life cycles.
From: Influence of information attributes on information dissemination in public health emergencies
Source | Partial SS | df | MS | F | Prob > F |
|---|---|---|---|---|---|
Model 1 | 3589.060 | 24 | 149.544 | 1381.66 | 0.000 |
Topic | 13.017 | 3 | 4.339 | 40.09 | 0.000 |
Life cycles | 3.461 | 3 | 1.154 | 10.66 | 0.000 |
Topic * Life cycles | 8.848 | 9 | 0.983 | 9.08 | 0.000 |
User types | 311.685 | 4 | 77.921 | 719.93 | 0.000 |
Ln (Followers) | 427.917 | 1 | 427.917 | 3953.6 | 0.000 |
Ln (Complexity) | 59.607 | 1 | 59.607 | 550.72 | 0.000 |
Ln (Length) | 138.794 | 1 | 138.794 | 1282.34 | 0.000 |
URL | 14.425 | 1 | 14.425 | 133.27 | 0.000 |
Hash | 126.625 | 1 | 126.625 | 1169.91 | 0.000 |
Residual | 9065.636 | 83,759 | 0.108 | ||
Total | 12654.696 | 83,783 | 0.151 | ||
Model 2 | 3586.423 | 23 | 155.931 | 1440.28 | 0.000 |
Sentiment | 2.388 | 2 | 1.194 | 11.03 | 0.000 |
Life cycles | 24.310 | 3 | 8.103 | 74.85 | 0.000 |
Sentiment * Life cycles | 5.132 | 6 | 0.855 | 7.9 | 0.000 |
Topic | 21.914 | 3 | 7.305 | 67.47 | 0.000 |
User types | 312.269 | 4 | 78.067 | 721.08 | 0.000 |
Ln (Followers) | 427.583 | 1 | 427.583 | 3949.42 | 0.000 |
Ln (Complexity) | 59.456 | 1 | 59.456 | 549.18 | 0.000 |
Ln (Length) | 138.699 | 1 | 138.699 | 1281.1 | 0.000 |
URL | 14.656 | 1 | 14.656 | 135.37 | 0.000 |
Hash | 124.572 | 1 | 124.572 | 1150.63 | 0.000 |
Residual | 9068.273 | 83,760 | 0.108 | ||
Total | 12654.696 | 83,783 | 0.151 | ||
Model 3 | 3594.704 | 39 | 92.172 | 851.97 | 0.000 |
Emotion | 4.524 | 6 | 0.754 | 6.97 | 0.000 |
Life cycles | 25.215 | 3 | 8.405 | 77.69 | 0.000 |
Emotion * Life cycles | 7.936 | 18 | 0.441 | 4.08 | 0.000 |
Topic | 20.995 | 3 | 6.998 | 64.69 | 0.000 |
User types | 310.041 | 4 | 77.510 | 716.45 | 0.000 |
Ln (Followers) | 426.339 | 1 | 426.339 | 3940.77 | 0.000 |
Ln (Complexity) | 59.040 | 1 | 59.040 | 545.72 | 0.000 |
Ln (Length) | 138.508 | 1 | 138.508 | 1280.27 | 0.000 |
URL | 14.941 | 1 | 14.941 | 138.1 | 0.000 |
Hash | 123.042 | 1 | 123.042 | 1137.31 | 0.000 |
Residual | 9059.992 | 83,744 | 0.108 | ||
Total | 12654.696 | 83,783 | 0.151 |
