Integrating Physical Health Dimensions in Middle-Aged and Older Adults to Predict Drug Misuse and Relapse Through a Comprehensive Needs Model: Protocol for a Mixed Methods Study
DOI: 10.2196/88987 ↗
Summary
Summary
Describes Indonesian rehabilitation-record and stakeholder research intended to develop a needs-based model for drug-misuse relapse prevention in adults aged 40 and older.
The summary describes the published study and the sources listed below.
Scientific notes: 2026-11-12 · Research connections: 12 November 2026Protocol / published information
Protocol overview
The protocol reports collection during July 2024–December 2025 and analysis underway. It gives no fitted prediction performance or intervention-effect results; findings were anticipated later in 2026.
Study design & setting
Study design and methods
Population, setting or evidence base
Indonesia; planned assessment of 355 National Narcotics Agency records and 381 prison/community-corrections records from 2022–2024, plus purposively selected rehabilitation stakeholders. Eligibility is age ≥40. A Sleman HDSS sample is not specified.
Methods
Sequential mixed methods: descriptive, bivariate and logistic-regression analyses, followed by stakeholder interviews and thematic analysis. Health-belief and behaviour-change frameworks guide model development; readiness to change is measured with URICA.
Limits to interpretation
Limitations
Limited health variables and substantial incomplete rehabilitation assessments constrain analysis; incomplete records are excluded. Readiness to change is not observed future relapse. The proposed prevention model is not clinically validated.
Research relevance
Research relevance
Illustrates stakeholder-informed mixed-methods research for older-adult health. This is Ema Madyaningrum’s wider scholarship, rather than a CHEERS or climate-effect study.
People, places & projects
Research connections
Labels identify published coauthors, study settings, planned protocol settings and wider methods or network connections.
Coauthors with research profiles
Sites & research settings
Projects & methods connections
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Published sources & review scope
Sources
This page summarises the publication. Sources and editorial scope ↗