Table 5.
Logistic regression of factors associated with post-index exacerbations (≥1/0)a
Variable | Analysis of maximum likelihood ratio estimates
|
Odds ratio estimates
|
|||
---|---|---|---|---|---|
Estimate | Standard error | P-value | Odds ratio estimate | 95% Wald confidence limits | |
Symptoms and exacerbation history as separate variablesb | |||||
RxRisk-V comorbidity index score | 0.08 | 0.03 | 0.002 | 1.08 | 1.03–1.14 |
Pre-index exacerbations (0 as reference) | |||||
1 | 1.12 | 0.20 | <0.001 | 3.06 | 2.06–4.56 |
2 | 1.52 | 0.31 | <0.001 | 4.55 | 2.46–8.42 |
≥3 | 2.79 | 0.49 | <0.001 | 16.28 | 6.22–42.56 |
Symptom by CAT (low as reference) | 0.92 | 0.22 | <0.001 | 2.51 | 1.62–3.89 |
Symptoms and exacerbation history combined into GOLD classifications A–Dc | |||||
RxRisk-V comorbidity index score | 0.09 | 0.02 | <0.001 | 1.09 | 1.04–1.15 |
GOLD classification by CATd | |||||
A. Low risk/low symptom as reference | |||||
B. Low-risk/high-risk symptom | 1.12 | 0.24 | <0.001 | 3.07 | 1.93–4.89 |
C. High-risk/low-risk symptom | 1.82 | 0.55 | <0.001 | 6.15 | 2.10–18.07 |
D. High-risk/high-risk symptom | 2.62 | 0.35 | <0.001 | 13.67 | 6.94–26.93 |
Notes:
Using stepwise logistic regression, the earlier variables were selected based on parameter estimates P≤0.05 from the following: age, sex, race, region, dual eligibility, LIS status, RxRisk-V comorbidity index score, Deyo–Charlson comorbidity index score, number of pre-index exacerbations, symptoms by CAT, and symptoms by mMRC;
Hosmer and Lemeshow Goodness-of-Fit chi-square =7.5 (degrees of freedom =8, P=0.48), c statistic =0.76;
Hosmer and Lemeshow Goodness-of-Fit chi-square =18.9 (degrees of freedom =8, P=0.02), c statistic =0.72;
low-symptom CAT score <10; high-symptom CAT score ≥10.
Abbreviations: CAT, COPD assessment test; GOLD, Global initiative for chronic Obstructive Lung Disease; mMRC, modified Medical Research Council; LIS, low income subsidy.