ReviewTherapeutic advances in musculoskeletal disease2022
Digital health interventions for osteoporosis and post-fragility fracture care.
Review in Therapeutic advances in musculoskeletal disease, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 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
21 citing papers in PubMed, 1 synthesis or guideline pooled it, 28 citations in OpenAlex.
- Artificial Intelligence Approaches for Osteoporotic Fracture Risk Prediction Using Administrative Health Data: A Systematic Review.Calcified tissue international · 2026Pooled it
- Effects of WeChat-based telehealth on patients reported outcomes of hypertension: a randomized controlled trial.Scientific reports · 2025Trial
- Underlying Mechanisms of Osteoporosis in the Context of Multimorbidity: Clinical Challenges and Management Strategies.Nutrients · 2026Review
- Artificial Intelligence in Rheumatology: From Algorithms to Clinical Impact in Osteoporosis and Chronic Inflammatory Rheumatic Diseases.Journal of clinical medicine · 2026Article
- Psychosomatic interplay in postmenopausal osteoporosis: from neuroendocrine mechanisms to structured psychological therapies and long-term management.Frontiers in psychiatry · 2026Review
- An enhanced Fracture Risk Evaluation Model (FREM) using national health data on morbidity and medications.Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research · 2025Article
- Revolutionizing osteoporosis management: the emerging role of immunotherapeutic and next-generation therapies.Inflammopharmacology · 2025Review
- A machine learning tool for predicting newly diagnosed osteoporosis in primary healthcare in the Stockholm Region.Scientific reports · 2025Article
- Patient education following vertebral fragility fracture: a scoping review.Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA · 2025Article
- Post-stroke Bone Fragility: Early Bone Loss, Risk Factors, and Recovery Considerations.Cureus · 2025Review
- Impact of Nurse-Led Digital Education on Perimenopausal Women's Perception and Practices for Osteoporosis Prevention.Journal of pharmacy & bioallied sciences · 2025Article
- Evaluation of bone fragility in cognitively or physically impaired elderly care home patients using radiofrequency echographic multi-spectrometry.Scientific reports · 2025Article
- Prediction of imminent osteoporotic fracture risk in Danish postmenopausal women-can the addition of self-reported clinical risk factors improve the prediction of the register-based FREM algorithm?Archives of osteoporosis · 2025Article
- The development and implementation of a digital platform in a fracture liaison service.Archives of osteoporosis · 2025Article
- Prediction of Osteoporotic Hip Fracture Outcome: Comparative Accuracy of 27 Immune-Inflammatory-Metabolic Markers and Related Conceptual Issues.Journal of clinical medicine · 2024Article
- A scale for measuring nursing digital application skills: a development and psychometric testing study.BMC nursing · 2024Article
- Ten-year follow-up of fracture risk in a systematic population-based screening program: the risk-stratified osteoporosis strategy evaluation (ROSE) randomised trial.EClinicalMedicine · 2024Article
- Osteoporosis, Osteoarthritis, and Subchondral Insufficiency Fracture: Recent Insights.Biomedicines · 2024Review
- Radiofrequency Echographic Multispectrometry (REMS) can Overcome the Effects of Structural Internal Artifacts and Evaluate Bone Fragility Accurately.Calcified tissue international · 2024Article
- A novel fracture liaison service using digital health: impact on mortality in hospitalized elderly osteoporotic fracture patients.Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA · 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
15 authors at 11 institutions in 1 country.
Funding
Abstract
The growing burden from osteoporosis and fragility fractures highlights a need to improve osteoporosis management across healthcare systems. Sub-optimal management of osteoporosis is an area suitable for digital health interventions. While fracture liaison services (FLSs) are proven to greatly improve care for people with osteoporosis, such services might benefit from technologies that enhance automation. The term 'Digital Health' covers a variety of different tools including clinical decision support systems, electronic medical record tools, patient decision aids, patient apps, education tools, and novel artificial intelligence (AI) algorithms. Within the scope of this review are AI solutions that use algorithms within health system registries to target interventions. Clinician-targeted, patient-targeted, or system-targeted digital health interventions could be used to improve management and prevent fragility fractures. This review was commissioned by The Royal Osteoporosis Society and Bone Research Academy during the production of the 2020 Research Roadmap (https://theros.org.uk), with the intention of identifying gaps where targeted research funding could lead to improved patient health. We explore potential uses of digital technology in the general management of osteoporosis. Evidence suggests that digital technologies can support multidisciplinary teams to provide the best possible patient care based on current evidence and to support patients in self-management. However, robust randomised controlled studies are still needed to assess the effectiveness and cost-effectiveness of these technologies.
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.