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. 2021 Mar 23;50(9):1659–1669. doi: 10.1007/s13280-021-01522-0

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