Model 1: Conceptual research use | Model 2: Instrumental research use | Model 3: Tactical research use | Model 4: Imposed research use | |||||||||||||||||
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β | p | B | B Lower 95% CI | B Upper 95% CI | β | p | B | B Lower 95% CI | B Upper 95% CI | β | p | B | B Lower 95% CI | B Upper 95% CI | β | p | B | B Lower 95% CI | B Upper 95% CI | |
State | 0.08 | 0.30 | < 0.001 | < 0.001 | < 0.001 | 0.11 | 0.15 | < 0.001 | < 0.001 | < 0.001 | 0.13 | 0.08 | < 0.001 | < 0.001 | < 0.001 | 0.13 | 0.10 | < 0.001 | < 0.001 | < 0.001 |
Highest level of education | 0.03 | 0.67 | 0.01 | -0.02 | 0.03 | 0.03 | 0.68 | 0.01 | -0.02 | 0.03 | 0.14 | 0.07 | 0.02 | <0.001 | 0.05 | −0.13 | 0.10 | −0.05 | −0.10 | 0.01 |
Years working at agency | 0.16* | 0.04 | 0.01 | < 0.01 | 0.01 | 0.04 | 0.61 | < 0.001 | −0.01 | 0.01 | 0.10 | 0.20 | 0.001 | 0.001 | 0.01 | 0.04 | 0.63 | 0.01 | −0.01 | 0.02 |
Agency leadership for research use | 0.12 | 0.12 | 0.09 | -0.02 | 0.21 | 0.15 | 0.06 | 0.11 | −0.01 | 0.23 | 0.09 | 0.25 | 0.07 | −0.05 | 0.20 | 0.31** | < 0.001 | 0.54 | 0.27 | 0.82 |
Skills for research use | 0.18* | 0.02 | 0.16 | 0.02 | 0.29 | 0.09 | 0.28 | 0.08 | −0.06 | 0.21 | 0.17* | 0.04 | 0.15 | 0.01 | 0.30 | -0.04 | 0.58 | -0.09 | −0.41 | 0.23 |
Agency barriers to research use | −0.07 | 0.43 | −0.05 | −0.17 | 0.07 | −0.08 | 0.34 | −0.06 | −0.18 | 0.06 | −0.03 | 0.76 | −0.02 | −0.15 | 0.11 | −0.07 | 0.43 | -0.12 | −0.41 | 0.18 |
Research dissemination barriers | −0.22** | 0.01 | −0.15 | −0.27 | −0.03 | −0.22** | 0.01 | −0.15 | −0.28 | −0.03 | −0.14 | 0.12 | −0.10 | −0.23 | 0.03 | −0.06 | 0.48 | −0.10 | −0.40 | 0.19 |
Model fit statistics | ||||||||||||||||||||
Adjusted R2 | 0.17 | 0.11 | 0.09 | 0.122 | ||||||||||||||||
F | 5.50 | 3.79 | 3.27 | 4.05 | ||||||||||||||||
F (Sig) | < 0.001 | 0.001 | 0.003 | < 0.001 |