Table 4.
Results of mixed-effects logistic regression models with SIC proportion scores by phase and stage predicting program start-up status
Outcome | Model | Predictor | Fixed effects | Variance componentsb,c | ||||||
---|---|---|---|---|---|---|---|---|---|---|
β | SE | p | 95% CI | Var | SE | |||||
Start-Upd | ||||||||||
Phase 1 | ||||||||||
Intercept | -1.73 | 0.74 | .019 | [-3.17, -0.29] | 8.86 | 3.83 | ||||
Proportiona | 13.78 | 1.10 | < .001 | [11.63, 15.94] | ||||||
Stage 1 | ||||||||||
Intercept | -0.97 | 1.09 | .373 | [-3.10, 1.16] | 8.70 | 6.08 | ||||
Proportiona | 8.33 | 3.39 | .014 | [1.68, 14.98] | 63.19 | 59.55 | ||||
Stage 2 | ||||||||||
Intercept | -1.51 | 0.38 | < .001 | [-2.25, -0.77] | 1.92 | 0.87 | ||||
Proportiona | 7.87 | 0.47 | < .001 | [6.94, 8.79] | ||||||
Stage 3 | ||||||||||
Intercept | -1.23 | 0.83 | .139 | [-2.87, 0.40] | 11.98 | 5.23 | ||||
Proportiona | 13.33 | 1.11 | < .001 | [11.16, 15.50] | ||||||
Competencee | ||||||||||
Phases 1 & 2 | ||||||||||
Intercept | -4.53 | 0.45 | < .001 | [-5.41, -3.65] | 1.1138 | 0.7959 | ||||
Phase 1a | 3.07 | 0.83 | < .001 | [1.46, 4.69] | ||||||
Phases 1 × 2a | 8.22 | 1.42 | < .001 | [5.45, 11.00] |
aProportion scores range from 0.00 to 1.00 and were grand mean centered prior to entry, thus the intercept reflects the log-odds of program start-up for an average proportion in the respective phase or stage
bSite-level variance component estimates are not available for the Bernoulli outcome distribution and, as such, the reported estimates are limited to program-level variance
cVariance components for the proportion predictor specified based on the likelihood ratio test
dThe sample for this regression include N = 1287 sites with a known end-status (discontinued or achieved start-up) for program start-up
eThe sample for this regression include N = 1105 sites with a known end-status (discontinued or achieved competence) for competency