Table 6.
Simple linear regression model | Multiple linear regression model | Linear regression model with backward elimination | Multiple ordinal logistic regression model | |||||
---|---|---|---|---|---|---|---|---|
Coefficient | 95% CI | Coefficient | 95% CI | Coefficient | 95% CI | Odds ratio | 95% CI | |
Intervention group | 7.881*** | 3.160–12.602 | 7.646*** | 3.381–11.911 | 7.602*** | 3.428–11.776 | 4.724*** | 2.140–10.428 |
Age | −0.099 | −0.264-0.065 | − 0.161* | −0.318--0.004 | − 0.189** | − 0.333--0.046 | 0.978 | 0.950–1.007 |
Sex (reference group = female) | 4.201 | −0.681-9.083 | 1.420 | −2.943-5.784 | 1.543 | 0.719–3.310 | ||
Education (reference group = <high school) | 1.625 | −5.272-8.523 | 4.021 | −2.577-10.619 | 1.428 | 0.443–4.600 | ||
Injury severity score | −1.181*** | −1.889--0.472 | −0.842* | −1.513--0.171 | −0.923** | − 1.54--0.300 | 0.771** | 0.645–0.921 |
Transferred (reference group = non-transferred) | −3.607 | −9.261-2.046 | −1.772 | −6.724-3.181 | 0.633 | 0.258–1.549 | ||
Arrival time (reference group = other) | 3.640 | −1.235-8.516 | 0.775 | −3.730-5.280 | 1.355 | 0.633–2.903 | ||
Physician | 1.357 | −5.072-7.787 | −1.307 | −7.200-4.587 | 1.107 | 0.405–3.030 | ||
Baseline knowledge score | −0.319*** | −0.44--0.190** | −0.379*** | − 0.508--0.249 | −0.373*** | − 0.494--0.252 | 0.946*** | 0.922–0.971 |
Constant | 36.410*** | 22.119–50.701 | 40.522*** | 30.693–50.351 | ||||
R squared = 0.329 | R squared = 0.316 | Likelihood ratio test for model: χ2 = 54.18; p < 0.0001 |
*p < 0.05; **p < 0.01; ***p < 0.001. Sample size of regression model = 142