ReviewJMIR aging2022
mHealth Interventions to Support Caregivers of Older Adults: Equity-Focused Systematic Review.
Review in JMIR aging, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 11 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
33 citing papers in PubMed, 11 syntheses or guidelines pooled it, 63 citations in OpenAlex.
- Toward inclusive healthy ageing: a systematic review of equity in healthy ageing interventions.International journal for equity in health · 2026Pooled it
- A conceptual framework and umbrella review of digital health technology interventions and health equity.BMC health services research · 2025Pooled it
- Planning for the Unexpected and Unintended Effects of mHealth Interventions: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Understanding the effectiveness and design of parent-oriented mobile health interventions: a systematic review and narrative synthesis.BMC pediatrics · 2025Pooled it
- Clinical effectiveness, feasibility, acceptability, and usability of mobile health applications for epilepsy: A systematic review.Epilepsia · 2025Pooled it
- A scoping review of the feasibility, usability, and efficacy of digital interventions in older adults concerning physical activity and/or exercise.Frontiers in aging · 2025Pooled it
- Consideration of inequalities in effectiveness trials of mHealth applications - a systematic assessment of studies from an umbrella review.International journal for equity in health · 2024Pooled it
- Topical Cellular/Tissue and Molecular Aspects Regarding Nonpharmacological Interventions in Alzheimer's Disease-A Systematic Review.International journal of molecular sciences · 2023Pooled it
- Pooled it
- Co-created Technological Solutions for Caregivers in Health Care: Systematic Review.Journal of medical Internet research · 2023Pooled it
- Pooled it
- CareMobi to Improve Communication Between Caregivers and Adult Day Centers for People With Dementia: Mixed Methods Feasibility Study.JMIR aging · 2026Article
- Innovations in geriatric care: leveraging technology to meet the needs of an aging world, a narrative review.The Journal of the Egyptian Public Health Association · 2026Review
- "Better Sleep Means I'm Better Able to Provide Care": Caregivers' Perceived Impacts of an Internet-Delivered Insomnia Intervention.International journal of behavioral medicine · 2026Article
- Caregiver burden and mental health among informal caregivers of older adults in Lebanon.Discover public health · 2026Article
- Validation of a novel mHealth app to support foreign domestic workers in domiciliary eldercare.Frontiers in digital health · 2026Article
- mHealth Apps for Family Caregivers of Stroke Patients: A Systematic Review.Iranian journal of public health · 2025Review
- Exploring Heart Disease-Related mHealth Apps in India: Systematic Search in App Stores and Metadata Analysis.Journal of medical Internet research · 2025Article
- An umbrella review on how digital health intervention co-design is conducted and described.NPJ digital medicine · 2024Article
- Virtual Hospitals and Patient Experience: Protocol for a Mixed Methods Observational Study.JMIR research protocols · 2024Observational
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundInformal caregivers, hereafter referred to as caregivers, provide support to older adults so that they can age safely at home. The decision to become a caregiver can be influenced by individual factors, such as personal choice, or societal factors such as social determinants of health, including household income, employment status, and culture-specific gender roles. Over time, caregivers' health can be negatively affected by their caregiving roles. Although programs exist to support caregivers, the availability and appropriateness of services do not match caregivers' expressed needs. Research suggests that supportive interventions offered through mobile health (mHealth) technologies have the potential to increase caregivers' access to supportive services. However, a knowledge gap remains regarding the extent to which social determinants of health are considered in the design, implementation, and evaluation of mHealth interventions intended to support the caregivers of older adults.
objectiveThis study aimed to conduct a systematic review to determine how health equity is considered in the design, implementation, and evaluation of mHealth interventions for caregivers of older adults using Cochrane Equity's PROGRESS-Plus (place of residence, race, ethnicity, culture, language, occupation, gender, religion, education, social capital, socioeconomic status-plus age, disability, and sexual orientation) framework and synthesize evidence of the impacts of the identified caregiver-focused mHealth interventions.
methodsA systematic review was conducted using 5 databases. Articles published between January 2010 and June 2021 were included if they evaluated or explored the impact of mHealth interventions on the health and well-being of informal caregivers of older adults. mHealth interventions were defined as supportive services, for example, education, that caregivers of older adults accessed via mobile or wireless devices.
resultsIn total, 28 articles met the inclusion criteria and were included in the review. The interventions evaluated sought to connect caregivers with services, facilitate caregiving, and promote caregivers' health and well-being. The PROGRESS-Plus framework factors were mainly considered in the results, discussion, and limitations sections of the included studies. Some PROGRESS-Plus factors such as sexual orientation, religion, and occupation, received little to no consideration across any phase of the intervention design, implementation, or evaluation. Overall, the findings of this review suggest that mHealth interventions were positively received by study participants. Such interventions have the potential to reduce caregiver burden and positively affect caregivers' physical and mental health while supporting them as caregivers. The study findings highlight the importance of making support available to help facilitate caregivers' use of mHealth interventions, as well as in the use of appropriate language and text.
conclusionsThe successful uptake and spread of mHealth interventions to support caregivers of older adults will depend on creating opportunities for the inclusive involvement of a broad range of stakeholders at all stages of design, implementation, and evaluation.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.