ReviewInternet interventions2019
A narrative synthesis systematic review of digital self-monitoring interventions for middle-aged and older adults.
Review in Internet interventions, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 1 of them a synthesis 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
28 citing papers in PubMed, 1 synthesis or guideline pooled it, 44 citations in OpenAlex.
- Enabling Older Adults' Health Self-Management through Self-Report and Visualization-A Systematic Literature Review.Sensors (Basel, Switzerland) · 2020Pooled it
- Effects of a Smartphone-Based Positive Reflection Diary on Work Engagement Among Japanese Workers: Randomized Controlled Trial.JMIR mHealth and uHealth · 2025Trial
- Deconstructing Fitbit to Specify the Effective Features in Promoting Physical Activity Among Inactive Adults: Pilot Randomized Controlled Trial.JMIR mHealth and uHealth · 2024Trial
- The effect of the Smart Health Continuous Feedback For Elderly Exercise (SHe CoFFEE) program on mobility: a randomized controlled pilot study.Frontiers in public health · 2024Trial
- Article
- Proactive health intervention outcomes in older adults with diabetes patients: a scoping review.Frontiers in public health · 2026Article
- Protocol for assessing urban-rural environmental stress disparities in ADRD through ecological momentary assessment (AURESIA).Alzheimer's & dementia. Behavior & socioeconomics of aging · 2025Article
- Multifaceted health coaching intervention for cardiovascular risk prevention - exploratory qualitative study of Chinese clients' perspectives.BMC primary care · 2025Article
- Enhancing long-term adherence in elderly stroke rehabilitation through a digital health approach based on multimodal feedback and personalized intervention.Scientific reports · 2025Article
- Assessing the Feasibility and Acceptability of the Daybreak Drink Tracker: Prospective Observational Study.JMIR formative research · 2024Observational
- Leveraging Single-Case Experimental Designs to Promote Personalized Psychological Treatment: Step-by-Step Implementation Protocol with Stakeholder Involvement of an Outpatient Clinic for Personalized Psychotherapy.Administration and policy in mental health · 2024Article
- The use of ecological momentary assessment for family caregivers of adults with chronic conditions: A systematic review.Health psychology research · 2024Article
- Feedback based on experience sampling data: Examples of current approaches and considerations for future research.Heliyon · 2023Article
- Using Personas in the development of eHealth interventions for chronic pain: A scoping review and narrative synthesis.Internet interventions · 2023Article
- Promoting Digital Proficiency and Health Literacy in Middle-aged and Older Adults Through Mobile Devices With the Workshops for Online Technological Inclusion (OITO) Project: Experimental Study.JMIR formative research · 2023Article
- Information, ingestion, and impulsivity: The impact of technology-enabled healthy food labels on online grocery shopping in impulsive and non-impulsive consumers.Frontiers in nutrition · 2023Article
- Family informatics.Journal of the American Medical Informatics Association : JAMIA · 2022Article
- iHealth: The ethics of artificial intelligence and big data in mental healthcare.Internet interventions · 2022Article
- Can smartphone use affect chronic disease self-management among Chinese middle-aged and older adults? A moderated mediation model.Frontiers in psychology · 2022Article
- Engagement in Everyday Activities for Prevention of Stroke: Feasibility of an mHealth-Supported Program for People with TIA.Healthcare (Basel, Switzerland) · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveSelf-monitoring is crucial to raise awareness for own behaviors and emotions, and thus facilitate self-management. The composition of self-monitoring within interventions, however, varies and guidelines are currently unavailable. This review aimed to provide a comprehensive overview of technology-based self-monitoring interventions that intend to improve health in middle-aged and older adults (>45 years).
methodsFive online databases were systematically searched and articles were independently screened. A narrative synthesis of 26 studies with 21 unique interventions was conducted. Primary focus lay on the composition of self-monitoring within interventions, including technology used, health-aspects monitored, and type of feedback provided. Secondly, the usability of/adherence to the self-monitoring treatment, intervention effects, and their sustainability were examined.
findingsStudies concentrated on middle-aged adults (mean of 51 years). Mobile technologies seem necessary to ensure flexible self-monitoring in everyday life. Social health aspects were rarely monitored. Mechanisms and the sustainability of intervention effect are understudied.
conclusionDigital self-monitoring technologies hold promise for future trials as they seem suitable to understand and support health-related self-management. Key elements including automatic and personal feedback following the blended care principle were highlighted and may guide study designs. Prospectively, research is especially needed to study sustained self-monitoring to support disease prevention and lasting lifestyle changes.
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What OpenQuestion holds
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.