Table 3.
Coefficients for estimated models on Achievement rate and Project success
| Achievement rate (OLS) | Project success (Logit) | |||||
|---|---|---|---|---|---|---|
| Coefficients | Std. Error | Coefficients | Std. Error | |||
| Campaign type: Charity | 0.694 | *** | 0.232 | 15.820 | 806.949 | |
| Campaign type: Government | 0.444 | 0.452 | 14.672 | 1141.404 | ||
| Project model: Keep-It-All | − 0.504 | 0.554 | − 0.404 | 1586.864 | ||
| Reward-type count | 0.026 | ** | 0.011 | 0.040 | 0.044 | |
| Picture count | − 0.012 | ** | 0.006 | − 0.049 | ** | 0.024 |
| Video count | 0.041 | 0.041 | 0.079 | 0.148 | ||
| Word count (*1000) | 0.402 | *** | 0.092 | 0.960 | *** | 0.324 |
| Square of Word count | − 0.036 | *** | 0.011 | − 0.080 | ** | 0.037 |
| Cluster (Landscape-management) | − 0.288 | *** | 0.074 | − 0.683 | *** | 0.262 |
| Cluster (Sustainable-use) | − 0.438 | *** | 0.125 | − 1.009 | ** | 0.427 |
| Experienced campaigners | 0.260 | *** | 0.097 | 0.432 | 0.384 | |
| Facebook share count | 0.001 | *** | 0.0003 | 0.018 | *** | 0.003 |
| Tag count | 0.025 | 0.017 | 0.158 | ** | 0.064 | |
| Announce count | − 0.0001 | 0.001 | 0.004 | 0.005 | ||
| Competitor count | − 0.004 | * | 0.002 | − 0.014 | * | 0.009 |
| Constant | 0.043 | 0.185 | − 2.276 | *** | 0.658 | |
| Observations | 473 | 473 | ||||
| R2 | 0.233 | |||||
| Adjusted R2 | 0.207 | |||||
| Log Likelihood | − 233.37 | |||||
| Akaike Inf. Crit | 498.741 | |||||
| Residual Std. Error | 0.689 | (df = 457) | ||||
| F Statistic | 9.23 | *** | (df = 15; 457) | |||
*p < 0.1; **p < 0.05; ***p < 0.01