Correlates of Vaccination Status in Multivariate Hierarchical Linear Modeling
Variable, Fixed Effect | Odds Ratio | 95% Confidence Interval | PValue | Interpretation: Incremental Impact of Variablea |
---|---|---|---|---|
a The logits were calculated for various scenarios from the HLM equations in Supplemental Appendix 2 (available online at http://www.annfammed.org/cgi/content/full/7/6/534/DC1) and then estimated vaccination rates were calculated using the formula: rate = 1/(1+ exponent [−logit]). A spreadsheet was used to calculate incremental impact. | ||||
Pneumococcal polysaccharide vaccine | ||||
Intercept (γ00) | 0.03 | 0.01–0.17 | <.001 | |
Patient-level factors | ||||
Older age, years (γ10) | 1.03 | 1.01–1.06 | .019 | 0.7% increase in rates for each year older |
White race, ref = minority (γ20) | 1.70 | 1.25–2.32 | .001 | 12% increase in rates for whites vs minorities |
Physician- and practice-level factors | ||||
Physician reported time for well visit, minutes (γ01) | 1.04 | 1.01–1.07 | .015 | 0.9% increase in rates for each additional minute |
Enhanced immunization documentation† (γ02) | 1.53 | 0.91–2.54 | .102 | 9%–10% increase in rates for enhanced documentation (eg, electronic medical record or flow sheet) |
Influenza | ||||
Intercept (γ00) | 0.04 | 0.01–0.19 | <.001 | |
Patient-level factors | ||||
Older age, years (γ10) | 1.03 | 1.01–1.05 | .003 | 0.7% increase in rates for each year older |
White race, reference = minority (γ20) | 1.60 | 1.23–2.10 | .001 | 11% increase in rates for whites vs minorities |
Physician- and practice-level factors | ||||
Practice uses standing orders (γ01) | 2.12 | 1.57–2.87 | <.001 | 17%–19% increase in rates for standing orders |
Average observed physician time in examination room, minutes (γ02) | 1.04 | 1.01–1.07 | .016 | 1% increase in rates for each additional minute |