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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.
In an asymptomatic chronic condition like hypertension, the convenience domain becomes an important factor for medication adherence given that the patient has to take their medications daily without any apparent symptomatic changes in their condition.
Similar(58)
Factors associated with medication adherence have also been widely studied.
Education in use of medication and methods to improve medication adherence was given [ 13].
Non-smokers and patients with a perfect score on medication adherence were not given the option to choose these modules, except if the practice nurse recommended them to the patient.
Potential participants from the community were invited by a community leader to share their experiences and perceptions related to HIV and ART medication adherence, regardless of the given HIV serostatus of the participant.
All participants will receive contingency management in which incentives are given for medication adherence as evaluated by the Medication Events Monitoring System (MEMS).
By the end of the year, an estimated two million to three million patients will have been given a FICO medication adherence score and a total of 10 million patients are expected to be scored during the next 12 months, the company said.
Objective: To assess the association between medication adherence and medical homes in a national patient and provider population, given the strong ties between adherence to chronic disease medications and health care quality and spending.
Given that the barriers to medication adherence are complex and varied, solutions to improve adherence must be multi-factorial [ 9].
Given the potential barriers to medication adherence among non-injection substance users, interventions with adherence support and formulations that will minimize patient burden (e.g., slow-release intramuscular medications or non-daily dosing) could be explored [ 68, 69].
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