ArticleNPJ digital medicine2023
Wearable technology interventions in patients with chronic obstructive pulmonary disease: a systematic review and meta-analysis.
Article in NPJ digital medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 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
25 citing papers in PubMed, 2 syntheses or guidelines pooled it, 36 citations in OpenAlex.
- Effects of wearable devices on physical activity monitoring in pulmonary rehabilitation programs for chronic respiratory diseases: a systematic review and meta-analysis.Scientific reports · 2025Pooled it
- The Effectiveness of Wearable Electronic Device System-Supported Physical Activity Programs for Cancer Survivors: Meta-Analysis of Randomized Controlled Trials.Journal of medical Internet research · 2025Pooled it
- Effect of Remote Vital Signs Monitoring in People Receiving Long-Term Oxygen Therapy: Protocol for a Randomized Controlled Trial.JMIR research protocols · 2026Trial
- Advances and Challenges in Wearable Sensors for Health Monitoring.ACS applied materials & interfaces · 2026Review
- Pulmonary Telerehabilitation and Telemonitoring for Patients with Chronic Obstructive Pulmonary Disease: A Single-Arm Pilot Feasibility Study.Journal of clinical medicine · 2026Article
- Machine Learning in Adapted Physical Activity: Clinical Applications, Monitoring, and Implementation Pathways for Personalized Exercise in Chronic Conditions: A Narrative Review.Journal of functional morphology and kinesiology · 2026Review
- Remotely Administered Walking Tests for Assessing Functional Capacity in Patients with Chronic Pulmonary Diseases or Heart Failure: A Systematic Review of Agreement, Reliability, Feasibility and Clinical Utility.Healthcare (Basel, Switzerland) · 2026Review
- Combined Use of Microwave Sensing Technologies and Artificial Intelligence for Biomedical Monitoring and Imaging.Biosensors · 2026Review
- COPD-Lung Cancer Comorbidity: Mechanistic Insights and Precision Oncology Implications.International journal of chronic obstructive pulmonary disease · 2026Review
- Internet of Things-Enabled Pulmonary Rehabilitation for Advanced Lung Cancer Patients Receiving Chemotherapy: A Qualitative Study of Healthcare Professional and Patient Perspectives.Journal of multidisciplinary healthcare · 2026Article
- Telemedicine in chronic lung disease management: progress and prospects.The Korean journal of internal medicine · 2026Review
- Using wearable and nearable devices in telerehabilitation for COPD: a scoping review of digital endpoints in home-based programs.Frontiers in digital health · 2026Review
- Co-Creating a Digital Resource to Support Smartwatch Use in COPD Self-Management: An Inclusive and Pragmatic Participatory Approach.Healthcare (Basel, Switzerland) · 2025Article
- AI-Driven Wearable Bioelectronics in Digital Healthcare.Biosensors · 2025Review
- A Near-Field Radio Frequency System for Continuous Left and Right Lung Volume Sensing.IEEE sensors journal · 2025Article
- Precision management in chronic disease: An AI empowered perspective on medicine-engineering crossover.iScience · 2025Review
- The role of digital health in respiratory diseases management: a narrative review of recent literature.Frontiers in medicine · 2025Review
- Optimizing Treatment for Hospitalized Patients with COPD: A Study on the Impact of a LINE App-Based Multidisciplinary Team Approach Targeting Pharmacological Treatment, Lifestyle Changes, and Smoking Cessation.International journal of chronic obstructive pulmonary disease · 2025Article
- Next-generation wearable sensors for biopsychosocial care in mental health: a narrative review.BMJ digital health & AI · 2025Review
- Evaluation of Photoplethysmography-Based Monitoring of Respiration Rate During High-Intensity Interval Training: Implications for Healthcare Monitoring.Biosensors · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Chronic obstructive pulmonary disease (COPD) is the third leading cause of death and is associated with multiple medical and psychological comorbidities. Therefore, future strategies to improve COPD management and outcomes are needed for the betterment of patient care. Wearable technology interventions offer considerable promise in improving outcomes, but prior reviews fall short of assessing their role in the COPD population. In this systematic review and meta-analysis we searched ovid-MEDLINE, ovid-EMBASE, CINAHL, CENTRAL, and IEEE databases from inception to April 2023 to identify studies investigating wearable technology interventions in an adult COPD population with prespecified outcomes of interest including physical activity promotion, increasing exercise capacity, exacerbation detection, and quality-of-life. We identified 7396 studies, of which 37 were included in our review. Meta-analysis showed wearable technology interventions significantly increased: the mean daily step count (mean difference (MD) 850 (494-1205) steps/day) and the six-minute walk distance (MD 5.81 m (1.02-10.61 m). However, the impact was short-lived. Furthermore, wearable technology coupled with another facet (such as health coaching or pulmonary rehabilitation) had a greater impact that wearable technology alone. Wearable technology had little impact on quality-of-life measures and had mixed results for exacerbation avoidance and prediction. It is clear that wearable technology interventions may have the potential to form a core part of future COPD management plans, but further work is required to translate this into meaningful clinical benefit.
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.