Model variables2 | Unstandardi2ed coefficients | Standardized coefficients | t-test Statistics | Correlations | |||
---|---|---|---|---|---|---|---|
B | Std. Error | Beta | t-value | Sig.y | Zero-order | Partial | |
Initial Model All Indicators (R2 = 0.523 R2adj = 0.403, std. error of est. = 0.159, F(8,32) = 4.378, p < 0.001) | |||||||
(Intercept) | −0.360 | 0.193 | −1.868 | 0.071 | |||
FinAsst | −0.233 | 0.281 | −0.127 | −0.829 | 0.413 | 0.023 | −0.145 |
TechAsst | 0.638 | 0.153 | 0.765 | 4.162 | 0.000 | 0.478 | 0.593 |
TechFreq | 0.145 | 0.085 | 0.231 | 1.695 | 0.100 | 0.340 | 0.287 |
FedGrant | 0.062 | 0.077 | 0.116 | 0.815 | 0.421 | −0.075 | 0.143 |
StaGrant | 0.023 | 0.077 | 0.056 | 0.299 | 0.767 | 0.322 | 0.053 |
FedMoney | 7.209E-6 | 0.000 | 0.038 | 0.177 | 0.860 | −0.062 | 0.031 |
StaMoney | 8.025E-5 | 0.000 | 0.262 | 1.379 | 0.177 | 0.250 | 0.237 |
FTE | −9.291 | 3.480 | −0.640 | −2.670 | 0.012 | −0.014 | −0.427 |
Final a priori Model (R2 = 0.506, R2adj = 0.451, std. error of est. = 0.152, F(4,36) = 9.215, p < 0.000) | |||||||
(Intercept) | −0.298 | 0.156 | −1.915 | 0.063 | |||
TechAsst | 0.620 | 0.130 | 0.743 | 4.757 | 0.000 | 0.478 | 0.621 |
TechFreq | 0.142 | 0.075 | 0.227 | 1.904 | 0.065 | 0.340 | 0.302 |
StaMoney | 7.875E-5 | 0.000 | 0.257 | 1.691 | 0.099 | 0.250 | 0.271 |
FTE | −9.480 | 2.504 | −0.653 | −3.785 | 0.001 | −0.014 | −0.534 |
zDependent Variable: ACTDIFF = scaled change in the number of communities demonstrating rudimentary to advanced urban and community forestry activity between 1997 and 2002 within a state.
yIndependent variables regarded as significant with t-value probability <0.25 in the initial model, and <0.10 in the final model.