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In an inception cohort of 2,065 people with type 2 diabetes and elevated HbA1c, previous medication adherence predicted subsequent treatment intensification (24).
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Medication adherence was predicted by greater perceived improvement owing to treatment and by being older.
Medication adherence significantly predicted glycemic control (β = −0.30; P < 0.001).
Self-efficacy is a strong predictor of compliance in the medical intervention literature, predicting medication adherence and smoking and alcohol avoidance (Schweitzer et al 2007).
We defined 6 groups of adherence predictors and estimated 10 main models to predict medication adherence in the full cohort.
Although illness perceptions have been theorized to predict medication adherence, evidence has been limited to cross-sectional studies.
To further refine a measure of self-management, the Responsibility and Familiarity with Illness Survey (REFILS), and to determine if this score predicts medication adherence and, thus, fewer instances of allograft rejection among pediatric liver transplant recipients.
The TMLE, in this application, relies on 1) a multinomial logistic regression model for predicting medication adherence given potential confounders and number of consecutive months virally suppressed and 2) a logistic regression model for the probability of virologic failure given adherence, confounders, and number of consecutive months virally suppressed.
A variety of factors may predict medication adherence among HIV-infected adults.
In our study, we identified one modifiable variable in the multiple regression model that predict medication adherence.
However, factors that consistently predict medication adherence are unclear and the literature lacks patient perspectives on how health care systems affect adherence to oral hypoglycemic agents (OHAs).
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