ReviewIndian journal of orthopaedics2022
Use of Wearable Technology to Measure Activity in Orthopaedic Trauma Patients: A Systematic Review.
Review in Indian journal of orthopaedics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 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
16 citing papers in PubMed, 1 synthesis or guideline pooled it, 20 citations in OpenAlex.
- Effects of Digital Health Interventions on Functional and Psychological Outcomes in Older Patients With Hip Fractures: Systematic Review and Meta-Analysis of Randomized Controlled Trials.Journal of medical Internet research · 2026Pooled it
- Step Count as a Digital Mobility Outcome-A Pilot Study on Differences Between the Upper and Lower Extremities.Sensors (Basel, Switzerland) · 2026Observational
- Practical Use of Wearable Activity Measurement Devices in Orthopaedic Surgery: A Qualitative Analysis of Multidisciplinary Expert Experience.Journal of clinical medicine · 2026Article
- Step count as a digital mobility outcome in orthopedics and orthopedic trauma surgery: a scoping review.EFORT open reviews · 2026Review
- The Impact of Perceived Usefulness of Wearable Devices on Treatment Adherence in Fracture Patients: The Chain Mediating Roles of Self-Efficacy and Meaning in Life.Patient preference and adherence · 2026Article
- Utilization of patient-reported outcome measures in shoulder and elbow surgery: a survey-based study.JSES reviews, reports, and techniques · 2025Article
- Towards a comprehensive digital wearable tracking system of the patient recovery journey after extremity trauma: a narrative review.EFORT open reviews · 2025Review
- From Injury to Full Recovery: Monitoring Patient Progress Through Advanced Sensor and Motion Capture Technology.Sensors (Basel, Switzerland) · 2025Article
- Multimodal sensor dataset for monitoring older adults post lower limb fractures in community settings.Scientific data · 2025Article
- Patient Recruitment Characteristics for Wearable-Sensor-Based Outcome Assessment in Trauma Surgery.Journal of clinical medicine · 2025Article
- Predicting the effect of individual weight-bearing on tibial load and fracture healing after tibial plateau fractures-introduction of a biomechanical simulation model.Frontiers in bioengineering and biotechnology · 2025Article
- Stepping up recovery: integrating patient reported outcome measures and wearable technology for 90-day rehabilitation following total hip arthroplasty.Archives of orthopaedic and trauma surgery · 2024Article
- Highly-Cited Papers on Fracture Non-union - A Bibliometric Analysis of the Global Literature (1990-2023).Indian journal of orthopaedics · 2024Review
- Wearable Sensors in Other Medical Domains with Application Potential for Orthopedic Trauma Surgery-A Narrative Review.Journal of clinical medicine · 2024Review
- SMART (self- monitoring analysis and reporting technology) and sensor based technology applications in trauma and orthopaedic surgery.Journal of orthopaedics · 2023Review
- "Bring Your Own Device"-A New Approach to Wearable Outcome Assessment in Trauma.Medicina (Kaunas, Lithuania) · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 6 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Patient-Reported Outcome Measures (PROMs) are widely used for measurement of functional outcomes after orthopaedic trauma. However, PROMs rely on patient collaboration and suffer from various types of bias. Wearable Activity Monitors (WAMs) are increasingly used to objectify functional assessment. The objectives of this systematic review were to identify and characterise the WAMs technology and metrics currently used for orthopaedic trauma research. Methods: PubMed and Embase biomedical literature search engines were queried. Eligibility criteria included: Human clinical studies published in the English language between 2010 and 2019 involving fracture management and WAMs. Variables collected from each article included: Technology used, vendor/product, WAM body location, metrics measured, measurement time period, year of publication, study geographic location, phase of treatment studied, fractures studied, number of patients studied, sex and age of the study subjects, and study level of evidence. Six investigators reviewed the resulting papers. Descriptive statistics of variables of interest were used to analyse the data. Results: One hundred and thirty-six papers were available for analysis, showing an increasing trend of publications per year. Accelerometry followed by plantar pressure insoles were the most commonly employed technologies. The most common location for WAM placement was insoles, followed by the waist. The most commonly studied fracture type was hip fractures followed by fragility fractures in general, ankle, "lower extremity", and tibial fractures. The rehabilitation phase following surgery was the most commonly studied period. Sleep duration, activity time or step counts were the most commonly reported WAM metrics. A preferred, clinically validated WAM metric was not identified. Conclusions: WAMs have an increasing presence in the orthopaedic trauma literature. The optimal implementation of this technology and its use to understand patients' pre-injury and post-injury functions is currently insufficiently explored and represents an area that will benefit from future study. Systematic review registration number: PROSPERO ID:210344. Supplementary Information: The online version contains supplementary material available at 10.1007/s43465-022-00629-0.
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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.