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February 22, 2026Issues in Mental Health Nursing0 citations

Medication Adherence Using Medication Event Monitoring System Among Young Adults with Major Depressive Disorder

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JXJ XuWZW. ZhaoPLPan Lin

Key Result

69.3% of young adults with first-episode MDD were adherent by MEMS; severe side effects and hospital readmission increased low adherence risk, with a prognostic index >0.800 predicting it.

Key Points

  • The aim is to identify factors that influence medication adherence among young adults with their first episode of major depressive disorder.
  • Prospective enrollment of 512 young adults with major depressive disorder
  • Tracking of medication adherence for 30 days using the Medication Event Monitoring System
  • Analysis of socio-demographic factors, clinical variables, and patient-reported rating scores
  • Use of binary logistic regression model for analysis
  • Establishment of a clinical risk evaluation formula
  • 69.3% of participants achieved adherence as measured by MEMS
  • Increased risk of low adherence associated with ≥1 hospital readmission, adverse drug reactions, and high drug concentrations
  • Older age, higher self-stigma scores, and negative drug attitudes positively predicted adherence
  • A prognostic index > 0.800 indicated high risk of developing low adherence

Structured PICO

P
Population
512 young patients experiencing their first episode of major depressive disorder (MDD)
O
Outcome
Medication adherence measured by Medication Event Monitoring System (MEMS) at 30 days

A prognostic index was established to evaluate clinical risk and identify factors associated with low medication adherence among young adults with first-episode MDD.

Abstract

To investigate factors associated with medication adherence among young patients experiencing their first episode of major depressive disorder (MDD). A total of 512 patients were prospectively enrolled and tracked by adherence for 30 days using the Medication Event Monitoring System (MEMS). Socio-demographic factors, clinical variables, and patient-reported rating scores were analyzed using a binary logistic regression model. About 69.3% of cases achieved MEMS adherence. Patients with ≥1 hospital readmission for exacerbation, drug concentration beyond the recommended therapeutic range, and severe side effects had an increased risk of low adherence. Older age, higher self-stigma scores, and negative drug attitude were the positive predictors. A prognostic index > 0.800 was at high-risk of developing low adherence. A formula was established for evaluating clinical risk to improve medication adherence among young MDDs.

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Cite This Study

Xu et al. (2026) studied this question. 69.3% of young adults with first-episode MDD were adherent by MEMS; severe side effects and hospital readmission increased low adherence risk, with a prognostic index >0.800 predicting it.

synapsesocial.com/papers/699a9cc6482488d673cd2753https://doi.org/10.1080/01612840.2026.2621871
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