A NASSS framework-guided systematic review and exploratory modelling of digital health interventions for polypharmacy management in older adults

This is the first review to integrate the NASSS framework with decision tree modelling to evaluate technology-supported medicines optimization for older adults with multimorbidity and polypharmacy. The findings emphasize that successful implementation requires a formative, contextually sensitive approach that addresses technological, organizational, and policy-level complexities.

Authors

Institutions

Publication Details

Journal
BMC Geriatrics
Published
2025-11-21
DOI
https://doi.org/10.1186/s12877-025-06602-4
Primary Topic
Chronic Disease Management Strategies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A NASSS framework-guided systematic review and exploratory modelling of digital health interventions for polypharmacy management in older adults

Christine L. Cole, Arun Vamadevan, KasiReddy Jayasudha, Lauren Walker et al.
BMC Geriatrics
Chronic Disease Management Strategies
article

A NASSS framework-guided systematic review and exploratory modelling of digital health interventions for polypharmacy management in older adults

Christine L. Cole, Arun Vamadevan, KasiReddy Jayasudha, Lauren Walker, P. V. Vijesh, N Yusuf
article en

Abstract

This is the first review to integrate the NASSS framework with decision tree modelling to evaluate technology-supported medicines optimization for older adults with multimorbidity and polypharmacy. The findings emphasize that successful implementation requires a formative, contextually sensitive approach that addresses technological, organizational, and policy-level complexities.

BMC GeriatricsVol. 25(1)
University of Liverpool (GB), Aintree University Hospitals NHS Foundation Trust (GB), University of Hyderabad (IN), Stockport NHS Foundation Trust (GB), Dr. NTR University of Health Sciences (IN), University of Salford (GB)
Openalex Percentile: Top 53%
Chronic Disease Management Strategies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A NASSS framework-guided systematic review and exploratory modelling of digital health interventions for polypharmacy management in older adults — Christine L. Cole, Arun Vamadevan, et al. · BMC Geriatrics (2025) | TGRS Research Map | TGRS