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Conceptualization, Operationalization, and Measurement of Adherence to Patient-Facing Digital Health Applications:
Ludovico Cavallaro1, Philipp Graf2, Josephine Verona Konrad2
1Hasso Plattner Institute, Digital Engineering Faculty, University of Potsdam, Prof.-Dr.-Helmert-Str.2-3, Potsdam, Brandenburg, 14482, Germany, +49 33155093950.
This review examines how medical adherence is defined and measured for digital health applications (DHAs). It highlights the need for standardized approaches to ensure consistent evidence generation for these evolving healthcare tools.
Area of Science:
- Digital Health
- Medical Adherence
- Health Informatics
Background:
- Traditional medical adherence definitions are challenged by patient-facing digital health applications (DHAs).
- DHAs generate usage data but lack standardized metrics for 'adequate' use across diverse populations and conditions.
- Increasing integration of DHAs into regulatory and reimbursement frameworks necessitates clearer adherence standards.
Purpose of the Study:
- To systematically review the conceptualization, operationalization, and measurement of adherence in patient-facing DHAs.
- To compare adherence approaches in DHAs within formal regulatory/reimbursement settings versus those outside.
- To inform the development of a unified adherence framework for digital health interventions.
Main Methods:
- Scoping review following Joanna Briggs Institute methodology and PRISMA-ScR guidelines.
- Comprehensive literature search of PubMed, Scopus, and Web of Science (2020-2025).
- Machine learning-assisted screening and independent data extraction by three reviewers.
Main Results:
- Initial database searches yielded over 15,000 records, reduced to 7,052 unique records after deduplication.
- Full results are slated for submission to a peer-reviewed journal by the end of 2026.
- The review is part of the DEKODE project, funded by the German Federal Joint Committee's Innovation Fund.
Conclusions:
- Clarifying adherence concepts and measurements in DHAs is crucial for consistent evidence generation.
- Findings will support evidence-based policy, international harmonization of standards, and health economic evaluations for digital health.
- The review aims to establish a conceptual and empirical framework for adherence in DHAs, applicable globally.
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