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Currently accepted at: JMIR Aging

Date Submitted: Apr 16, 2025
Date Accepted: Feb 3, 2026

This paper has been accepted and is currently in production.

It will appear shortly on 10.2196/76115

The final accepted version (not copyedited yet) is in this tab.

App-Based Intervention Studies for family caregivers of older adults: A scoping review.

  • Xin Yao Lin; 
  • Francesca Falzarano; 
  • E-Shien Chang; 
  • Kristin Hon; 
  • Ruoying Zhang; 
  • Andy Hickner; 
  • Sara Czaja

ABSTRACT

Background:

As the global population ages, the increasing number of individuals with chronic conditions places a growing burden on family caregivers. Behavioral interventions delivered via app-based interventions, including apps on mobile phones, tablet, or web, have emerged as a powerful tool for enhancing caregiver support.

Objective:

The current study aims to identify and describe app-based interventions for family caregivers of older adults with chronic conditions, focusing on their designs, features, and impact on caregiver outcomes.

Methods:

This review is reported according to the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA). A search of publications from 2007 through December 20, 2022, was conducted across PsycINFO (EBSCO), MEDLINE ALL (Ovid), Embase (Ovid), Web of Science Core Collection (A&HCI, BKCI-SSH, BKCI-S, CCR-EXPANDED, ESCI, IC, CPCI-SSH, CPCI-S, SCI-EXPANDED, SSCI) (Clarivate), ACM Guide to Computing Literature (ACM Digital Library), and Engineering Village (Elsevier), using relevant keywords.

Results:

The database search identified 9,482 studies, resulting in 290 full texts and a final 49 studies included. Forty-four unique apps were identified, demonstrating different designs and features. These studies primarily examined the impact of apps on caregiver well-being, burden, and mental health. While the majority of interventions were perceived as beneficial, several design and research limitations were noted.

Conclusions:

While many interventions demonstrate positive effects on caregiver outcomes, there are significant gaps in research design, evaluation, and reporting. Future studies should prioritize more integration of self-care practices, clarity in intervention components, rigorous adherence to behavioral intervention frameworks, and greater inclusivity in participant samples.


 Citation

Please cite as:

Lin XY, Falzarano F, Chang ES, Hon K, Zhang R, Hickner A, Czaja S

App-Based Intervention Studies for family caregivers of older adults: A scoping review.

JMIR Aging. 03/02/2026:76115 (forthcoming/in press)

DOI: 10.2196/76115

URL: https://preprints.jmir.org/preprint/76115

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