ReviewNutrients2023
Digital Health Solutions for Weight Loss and Obesity: A Narrative Review.
Review in Nutrients, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 2 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
21 citing papers in PubMed, 2 syntheses or guidelines pooled it, 29 citations in OpenAlex.
- Digital Mental Health Interventions in Obesity Management: A Systematic Review and Evidence-Based Recommendations.Current obesity reports · 2026Pooled it
- Exploring the Relationship Between Obesity, Weight Loss and Health-Related Quality of Life: An Updated Systematic Review of Reviews.Clinical obesity · 2026Pooled it
- Addition of Phentermine-Topiramate to a Digitally Enhanced Lifestyle Intervention: A Double-Blind Randomized Clinical Trial.Obesity (Silver Spring, Md.) · 2026Trial
- Real-World Effectiveness and 12-Month Persistence of a Semaglutide-Supported Digital Weight-Loss Service: A Retrospective Cohort Study in Germany.Diabetes, obesity & metabolism · 2026Article
- Role of Physical Activity in Obesity Treatment and Cardiometabolic Health: A Scientific Statement From the American Heart Association.Circulation · 2026Review
- The Digital Competences of Exercise Therapists in Obesity Care: A Step Towards Digital Sovereignty Assessed with the DigCompThExO Questionnaire.Healthcare (Basel, Switzerland) · 2026Article
- Effectiveness and adherence in a tirzepatide-supported digital weight-loss programme in Australia: A real-world observational study.Diabetes, obesity & metabolism · 2026Observational
- ZENIA: Development of an AI-driven nutrition app to support immune health: An EAACI task force report.Pediatric allergy and immunology : official publication of the European Society of Pediatric Allergy and Immunology · 2026Article
- Domain-informed weight forecasting: leveraging behavioral and physiological sequences from wearables.Frontiers in public health · 2026Article
- Digital Health Interventions for Weight Management in Older Adults with Overweight or Obesity: A Scoping Review.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Review
- Digital health technologies in obesity: trajectory, emerging hotspots, and future perspectives.Frontiers in medicine · 2026Review
- The "Futile Labour" Paradox: occupational physical activity fails to offset diabetes burden and is associated with microvascular stress signals in rural older adults.Frontiers in public health · 2026Article
- Advancing Precision Diagnosis of Sarcopenic Obesity Through Digital Technologies, Wearables and Omics Data.Life (Basel, Switzerland) · 2025Review
- Treat to target in weight management with semaglutide: Real-world evidence from an eHealth clinic.Diabetes, obesity & metabolism · 2025Article
- Integrating Precision Medicine and Digital Health in Personalized Weight Management: The Central Role of Nutrition.Nutrients · 2025Review
- Impact of Digital Engagement on Weight Loss Outcomes in Obesity Management Among Individuals Using GLP-1 and Dual GLP-1/GIP Receptor Agonist Therapy: Retrospective Cohort Service Evaluation Study.Journal of medical Internet research · 2025Article
- Article
- Exploring successes, barriers, and enablers in the one-year digital Healthy Weight Coaching.BMC health services research · 2024Article
- Patient Adherence to a Real-World Digital, Asynchronous Weight Loss Program in Australia That Combines Behavioural and GLP-1 RA Therapy: A Mixed Methods Study.Behavioral sciences (Basel, Switzerland) · 2024Article
- Can Digital Technologies Be Useful for Weight Loss in Individuals with Overweight or Obesity? A Systematic Review.Healthcare (Basel, Switzerland) · 2024Review
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 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Personal exercise programmes have long been used and prescribed for weight loss and the improvement of quality of life in obese patients. While individualised programmes are usually the preferred option, they can be more costly and challenging to deliver in person. A move to digital programmes with a wider reach has commenced, and demand has increased due to the SARS-CoV-2 pandemic. In this review, we evaluate the current status of digital exercise programme delivery and its evolution over the past decade, with a focus on personalisation. We used specific keywords to search for articles that met our predetermined inclusion and exclusion criteria in order to provide valuable evidence and insights for future research. We identified 55 studies in total in four key areas of focus, from the more recent development of apps and personal digital assistants to web-based programmes and text or phone call interventions. In summary, we observed that apps may be useful for a low-intensity approach and can improve adherence to programmes through self-monitoring, but they are not always developed in an evidence-based manner. Engagement and adherence are important determinants of weight loss and subsequent weight maintenance. Generally, professional support is required to achieve weight loss goals.
Indexed as
Identifiers
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.