Estimation of adherence to medication treatment in presence of censoring.

British journal of clinical pharmacology(2022)

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摘要
Estimation of adherence is a complex statistical issue with longitudinal and duration data, possibly censored, interleaving. This study provides a theoretical framework and suggests methods for unbiased estimation of adherence as a function of time and covariates. This allows the effect of an intervention to be estimated in clinical trials, and helps healthcare providers reframe adherence programmes to address covariates such as sex.
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关键词
censoring,electronic monitors,generalized estimating equations models,implementation,longitudinal data,medication adherence,persistence,pharmionics, survival analysis
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