Table 3.
Ten best-fitting models showing which practitioners were more likely to change their mind about an intervention after reading the evidence presented in the Bird Conservation Evidence Synopsis.a
Model | Intercept | Prior | Past exposure to |
Effective- | Certainty | Past exposure* |
||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
knowledge | intervention |
ness | of evidence | Experience | Organization |
Region |
experience |
AIC | Δ AIC | |||||||
heard of | used | NGO | other | NZ | UK | other | heard of | used | ||||||||
1b | 0.661 | −0.042 | 1272.0 | 0.0 | ||||||||||||
2b | −0.313 | 1.210 | 0.934 | 0.030 | −0.086 | −0.071 | 1272.4 | 0.4 | ||||||||
3 | 0.251 | −0.475 | −1.114 | 0.047 | 1274.7 | 2.7 | ||||||||||
4 (null) | −0.099 | 1275.5 | 3.5 | |||||||||||||
5 | 0.631 | 0.043 | 0.029 | −0.042 | 1276.0 | 4.0 | ||||||||||
6 | −0.049 | −0.317 | 1276.4 | 4.4 | ||||||||||||
7 | −0.032 | −0.002 | 1277.3 | 5.3 | ||||||||||||
8 | −0.158 | 0.002 | 1277.4 | 5.4 | ||||||||||||
9 | −0.069 | −0.098 | 0.068 | 1279.3 | 7.3 | |||||||||||
10 | −0.109 | 0.028 | −0.007 | 1279.4 | 7.4 |
The default categories in the model output are as follows: past exposure to an intervention—neither heard of or used; organization type—government organization; region—Australia. The average variances for the random effect variables intervention and practitioner across the 10 models are 0.14 and 2.18, respectively.
Selected as the best models based on their low AIC values.