Table 1.
Group size | Average probability of adherence a | Proportion days covered (PDC) | Proportion months covered (PMC) | Average posterior probability b | ||||||
---|---|---|---|---|---|---|---|---|---|---|
Trajectory group | N | % | Mean | Std | Mean | Std | Mean | Std | Mean | Std |
Immediate drop-off | 50,797 | 18.0 | 0.095 | 0.257 | 0.136 | 0.092 | 0.099 | 0.050 | 0.887 | 0.174 |
Rapid drop-off | 22,404 | 7.9 | 0.267 | 0.385 | 0.318 | 0.093 | 0.281 | 0.064 | 0.856 | 0.177 |
Gradual drop-off | 39,953 | 14.1 | 0.629 | 0.258 | 0.708 | 0.137 | 0.636 | 0.135 | 0.855 | 0.170 |
Partial drop-off | 29,429 | 10.4 | 0.346 | 0.226 | 0.465 | 0.147 | 0.352 | 0.118 | 0.865 | 0.161 |
Early drop-off then rebound | 28,304 | 10.0 | 0.733 | 0.196 | 0.789 | 0.100 | 0.720 | 0.100 | 0.818 | 0.151 |
Adherent | 111,633 | 39.5 | 0.973 | 0.016 | 0.979 | 0.031 | 0.975 | 0.043 | 0.956 | 0.086 |
Comparison of adherence measures ability to distinguish between adherent and nonadherent months | ||||||||||
Adherence measure | AUCc | 95% Confidence interval (CI) | ||||||||
PDC | 0.914 | 0.914, 0.914 | ||||||||
PMC | 0.918 | 0.918, 0.919 | ||||||||
Six-group trajectory model | 0.954 | 0.954, 0.955 |
Overall model BIC for 6-group trajectory model: -1300277. BIC is used as a measure of model fit. Lower BIC values signify better model fit. Logistic regression models were used to identify trajectory groups. The dependent variables were the monthly binary indicators of antihypertensive use and months since start of antihypertensive therapy were the independent variables. Time was modeled using cubic terms. Abbreviations: BIC, Bayesian information criterion.
aAverage probability of being at least 80% adherent over 12 months of follow-up.
bIndicates how well beneficiaries fit in their assigned group. 0.70 is typically used as a threshold to signify good model fit.
cArea under the curve (AUC) statistics are used to quantify the ability of the measures to discriminate between adherent and nonadherent months. Values of 1 symbolize perfect discrimination.