Observational studyJournal of medical Internet research2018
Continuous Temperature-Monitoring Socks for Home Use in Patients With Diabetes: Observational Study.
Observational study in Journal of medical Internet research, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers, 6 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
49 citing papers in PubMed, 6 syntheses or guidelines pooled it, 116 citations in OpenAlex.
- The efficacy of temperature-guided preventive care in reducing diabetic foot ulcer incidence and prolonging ulcer-free survival: a systematic review and meta-analysis of randomized controlled trials.Frontiers in medicine · 2026Pooled it
- Diabetic foot prevention, assessment, and management using innovative smart wearable technology: a systematic review.Journal of neuroengineering and rehabilitation · 2025Pooled it
- Smart Wearable Systems for the Remote Monitoring of Selected Vascular Disorders of the Lower Extremity: A Systematic Review.International journal of environmental research and public health · 2022Pooled it
- Patient and Provider Perspective of Smart Wearable Technology in Diabetic Foot Ulcer Prevention: A Systematic Review.Medicina (Kaunas, Lithuania) · 2021Pooled it
- Telehealth and telemedicine applications for the diabetic foot: A systematic review.Diabetes/metabolism research and reviews · 2020Pooled it
- Prediction of Diabetic Foot Ulceration: The Value of Using Microclimate Sensor Arrays.Journal of diabetes science and technology · 2020Pooled it
- Effectiveness of at-home skin temperature monitoring in reducing the incidence of foot ulcer recurrence in people with diabetes: a multicenter randomized controlled trial (DIATEMP).BMJ open diabetes research & care · 2021Trial
- Podiatrist-Delivered Health Coaching to Facilitate the Use of a Smart Insole to Support Foot Health Monitoring in People with Diabetes-Related Peripheral Neuropathy.Sensors (Basel, Switzerland) · 2021Trial
- AI-Enhanced System for Diabetic Foot Ulcer Localization and Classification Using Multi-Scale Neural CNN Model.Health science reports · 2026Article
- Wearable Technologies for Diabetic Foot Ulcer Monitoring and Risk Prediction: Systematic Review.JMIR diabetes · 2026Review
- Exploring the Value of Continuous Plantar Temperature Monitoring for Diabetic Foot Health Management: Observational, Prospective Cohort Study.JMIR mHealth and uHealth · 2025Observational
- Vital signs continuously monitored by two wearable devices in pediatric oncology patients, NCT04914702.Scientific data · 2025Observational
- Wearables research for continuous monitoring of patient outcomes: A scoping review.PLOS digital health · 2025Article
- Development of a Body-Worn Textile-Based Strain Sensor: Application to Diabetic Foot Assessment.Sensors (Basel, Switzerland) · 2025Article
- Wearable devices for patient monitoring in the intensive care unit.Intensive care medicine experimental · 2025Review
- Developing a Smart Sensing Sock to Prevent Diabetic Foot Ulcers: Qualitative Focus Group and Interview Study.Journal of participatory medicine · 2025Article
- [Ulcers and diabetic foot : Modern and alternative treatment strategies].Dermatologie (Heidelberg, Germany) · 2025Review
- Personalized and predictive strategies for diabetic foot ulcer prevention and therapeutic management: potential improvements through introducing Artificial Intelligence and wearable technology.Medicine and pharmacy reports · 2024Review
- In-shoe plantar pressure measurement technologies for the diabetic foot: A systematic review.Heliyon · 2024Article
- A Multi-Faceted Digital Health Solution for Monitoring and Managing Diabetic Foot Ulcer Risk: A Case Series.Sensors (Basel, Switzerland) · 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
9 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundOver 30 million people in the United States (over 9%) have been diagnosed with diabetes. About 25% of people with diabetes will experience a diabetic foot ulcer (DFU) in their lifetime. Unresolved DFUs may lead to sepsis and are the leading cause of lower-limb amputations. DFU rates can be reduced by screening patients with diabetes to enable risk-based interventions. Skin temperature assessment has been shown to reduce the risk of foot ulceration. While several tools have been developed to measure plantar temperatures, they only measure temperature once a day or are designed for clinic use only. In this report, wireless sensor-embedded socks designed for daily wear are introduced, which perform continuous temperature monitoring of the feet of persons with diabetes in the home environment. Combined with a mobile app, this wearable device informs the wearer about temperature increases in one foot relative to the other, to facilitate early detection of ulcers and timely intervention.
objectiveA pilot study was conducted to assess the accuracy of sensors used in daily wear socks, obtain user feedback on how comfortable sensor-embedded socks were for home use, and examine whether observed temperatures correlated with clinical observations.
methodsTemperature accuracy of sensors was assessed both prior to incorporation in the socks, as well as in the completed design. The measured temperatures were compared to the reference standard, a high-precision thermostatic water bath in the range 20°C-40°C. A total of 35 patients, 18 years of age and older, with diabetic peripheral neuropathy were enrolled in a single-site study conducted under an Institutional Review Board-approved protocol. This study evaluated the usability of the sensor-embedded socks and correlated the observed temperatures with clinical findings.
resultsThe temperatures measured by the stand-alone sensors were within 0.2°C of the reference standard. In the sensor-embedded socks, across multiple measurements for each of the six sensors, a high agreement (R
conclusionsWe report the first use of wireless continuous temperature monitoring for daily wear and home use in patients with diabetes and neuropathy. The wearers found the socks to be no different from standard socks. The temperature studies conducted show that the sensors used in the socks are reliable and accurate at detecting temperature and the findings matched clinical observations. Continuous temperature monitoring is a promising approach as an early warning system for foot ulcers, Charcot foot, and reulceration.
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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.