ArticlePEC innovation2023
Patients' perspectives on digital health tools.
Article in PEC innovation, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 146 papers, 7 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
146 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- Patient-Facing AI-Enabled Digital Health Technologies and Quality of Life in Cancer: Systematic Review and Exploratory Meta-Analysis.JMIR mHealth and uHealth · 2026Pooled it
- Barriers and facilitators to digital health tool adoption for hypertension management: systematic review of qualitative studies.BMJ open · 2026Pooled it
- Enhancing patient knowledge and behaviour through digital health communication: a systematic review and random-effects meta-analysis of mobile, web-based, social media, telehealth, and AI-enabled interventions.Frontiers in public health · 2026Pooled it
- Impact of digital health interventions on patient satisfaction in outpatient gastrointestinal endoscopy: a systematic review.BMJ open gastroenterology · 2025Pooled it
- Nurse-led remote digital support for adults with chronic conditions: A systematic synthesis without meta-analysis.Journal of clinical nursing · 2025Pooled it
- The gaps and challenges in digital health technology use as perceived by patients: a scoping review and narrative meta-synthesis.Frontiers in digital health · 2025Pooled it
- Mapping the Evidence on the Impact of mHealth Interventions on Patient-Reported Outcomes in Patients With Breast Cancer: A Systematic Review.JCO clinical cancer informatics · 2024Pooled it
- TRAK MSK: a randomised external feasibility trial and process evaluation of a digital physiotherapy supported self-management programme for people with musculoskeletal pain.BMC musculoskeletal disorders · 2026Trial
- Benefits and Challenges of a Digital Exercise and Mind-Body Program During Active Cancer Treatment: Qualitative Study of Patients' Perceptions.JMIR cancer · 2026Trial
- Exploring Fit in a Mobile Health Intervention for Alcohol Use Disorder: Qualitative Study.JMIR mHealth and uHealth · 2025Trial
- Effect of a digital tool on breast cancer specific health-related quality of life and psychological distress: secondary results from the ADAPT study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025Trial
- Impact of First-of-Its-Kind Patient-Facing Pharmacogenetics Tool on Dosing Decisions and Treatment Outcomes.Clinical pharmacology and therapeutics · 2025Trial
- Factors associated with distress over time in women with breast cancer undergoing radiotherapy: insights from a pilot study assessing a digital information tool.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025Trial
- Effectiveness of an Innovative Mobile-Based Perioperative Care Program for Women Undergoing Breast Cancer Surgery (iCareBreast): Randomized Controlled Trial.Journal of medical Internet research · 2025Trial
- Dulce Digital-Me: results of a randomized comparative trial of static versus adaptive digital interventions for Latine adults with diabetes.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2025Trial
- Evaluating a digital tool for supporting people affected by breast cancer: a prospective randomized controlled trial-the ADAPT study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2024Trial
- Validating DigiHEALTHQUAL for measuring digital health effects on service quality in outpatient care in Germany.NPJ digital medicine · 2026Article
- Patient-reported outcomes in radiotherapy (PRO-RT) utilizing an integrated patient portal; results from a prospective single-arm trial.JAMIA open · 2026Article
- Exploring young adult cancer survivors' perspectives on generative AI chatbots for symptom support.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
- Patient views on receiving a pharmacogenetic passport - a mixed methods study exploring experiences and use after an opportunistic offer.European journal of human genetics : EJHG · 2026Article
86 more citing papers are in PubMed but not listed here.
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.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: Digital technology has changed the way healthcare is delivered and accessed. However, the focus is mostly on technology and clinical aspects. This review aimed to integrate and critically analyse the available knowledge regarding patients' perspectives on digital health tools and identify facilitators and barriers to their uptake. Methods: A narrative review was conducted using the Scopus and Google Scholar databases. Information related to facilitators and barriers to uptake was synthesised and interpreted using thematic and content analyses, respectively. Results: Seventy-one out of 1722 articles identified were eligible for inclusion. Patient empowerment, self-management, and personalisation were identified as the main factors that contributed to patient uptake in using digital health tools. Digital literacy, health literacy, and privacy concerns were identified as barriers to the uptake of digital health technology. Conclusion: Digital health technologies have changed the way healthcare is experienced by patients. Research highlights the disconnect between the development and implementation of digital health tools and the patients they are created for. This review may serve as the foundation for future research incorporating patients' perspectives to help increase patients' engagement with emerging technologies. Innovation: Participatory design approaches have the potential to support the creation of patient-centred digital health tools.
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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.