| Literature DB >> 25613594 |
Rachel C Vreeman1, Winstone M Nyandiko, Hai Liu, Wanzhu Tu, Michael L Scanlon, James E Slaven, Samuel O Ayaya, Thomas S Inui.
Abstract
For HIV-infected children, adherence to antiretroviral therapy (ART) is often assessed by caregiver report but there are few data on their validity. We conducted prospective evaluations with 191 children ages 0-14 years and their caregivers over 6 months in western Kenya to identify questionnaire items that best predicted adherence to ART. Medication Event Monitoring Systems(®) (MEMS, MWV/AARDEX Ltd., Switzerland) electronic dose monitors were used as external criterion for adherence. We employed a novel variable selection tool using the LASSO technique with logistic regression to identify items best correlated with dichotomized MEMS adherence (≥90 or <90 % doses taken). Nine of 48 adherence items were identified as the best predictors of adherence, including missed or late doses in the past 7 days, problems giving the child medicines, and caregiver-level factors like not being present at medication taking. These items could be included in adherence assessment tools for pediatric patients.Entities:
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Year: 2015 PMID: 25613594 PMCID: PMC4393778 DOI: 10.1007/s10461-015-0998-x
Source DB: PubMed Journal: AIDS Behav ISSN: 1090-7165