Observational studyJournal of medical Internet research2021
A Smart Diaper System Using Bluetooth and Smartphones to Automatically Detect Urination and Volume of Voiding: Prospective Observational Pilot Study in an Acute Care Hospital.
Observational study in Journal of medical Internet research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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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.
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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.
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Who cites it
18 citing papers in PubMed, 39 citations in OpenAlex.
- A post-market, cluster randomised controlled trial of the effect of the TENA SmartCare Change Indicator on continence care efficiency and skin health in nursing homes.Age and ageing · 2025Trial
- Examining care aides' perspectives and attitudes towards the adoption and sustainment of technology in care delivery: a scoping review.BMJ open · 2026Article
- Implementation of a colorimetry-based urinary biomarker screening system for early UTI risk detection.Scientific reports · 2026Article
- Digital health interventions for urinary tract infection prevention and management in people living with dementia and their family caregivers: a scoping review.The Gerontologist · 2026Article
- Development of a Printed Sensor and Wireless Measurement System for Urination Monitoring.Sensors (Basel, Switzerland) · 2025Article
- Textronic Sensors of Hazardous Gaseous Substances.Materials (Basel, Switzerland) · 2025Article
- Unobtrusive Nighttime Movement Monitoring to Support Nursing Home Continence Care: Algorithm Development and Validation Study.JMIR nursing · 2024Article
- Applied body-fluid analysis by wearable devices.Nature · 2024Review
- Accuracy of a Smart Diaper System for Nursing Home Residents for Automatically Detecting Voided Volume: Instrument Validation Study.JMIR formative research · 2024Article
- Research on dynamic urine volume detection system based on smart flexible textile sensors.Scientific reports · 2024Article
- Examining attitudes to uptake and sustainment of technology among care aides in the delivery of care: a scoping review protocol.BMJ open · 2024Article
- Measurement of luteinizing hormone surge in vaginal discharge: a potential biomarker that enables simple, non-invasive prediction of the periovulatory period.BMC women's health · 2024Article
- Underestimated Factors Regarding the Use of Technology in Daily Practice of Long-Term Care: Qualitative Study Among Health Care Professionals.JMIR nursing · 2023Article
- Digital assistance systems in the field of incontinence care for individuals in need of long-term care (EASY): study protocol of a stratified randomised controlled trial.BMC geriatrics · 2023Article
- Rapid Manufacturing Approach of an Ultrathin Moisture Sensor for Health Monitoring.Sensors (Basel, Switzerland) · 2023Article
- POWER: an open, single-arm, post-market clinical trial using the TENA SmartCare Change Indicator in a home environment.Archives of medical science : AMS · 2023Article
- End-to-end design of wearable sensors.Nature reviews. Materials · 2022Review
- Article
Corrections and comments
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Authors and funding
11 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCaregivers of patients who wear conventional diapers are required to check for voiding every hour because prolonged wearing of wet diapers causes health problems including diaper dermatitis and urinary tract infections. However, frequent checking is labor intensive and disturbs patients' and caregivers' sleep. Furthermore, assessing patients' urine output with diapers in an acute care setting is difficult. Recently, a smart diaper system with wetness detection technology was developed to solve these issues.
objectiveWe aimed to evaluate the applicability of the smart diaper system for urinary detection, its accuracy in measuring voiding volume, and its effect on incontinence-associated dermatitis (IAD) occurrence in an acute care hospital.
methodsThis prospective, observational, single-arm pilot study was conducted at a single tertiary hospital. We recruited 35 participants aged ≥50 years who were wearing diapers due to incontinence between August and November 2020. When the smart diaper becomes wet, the smart diaper system notifies the caregiver to change the diaper and measures voiding volume automatically. Caregivers were instructed to record the weight of wet diapers on frequency volume charts (FVCs). We determined the voiding detection rate of the smart diaper system and compared the urine volume as automatically calculated by the smart diaper system with the volume recorded on FVCs. Agreement between the two measurements was estimated using a Bland-Altman plot. We also checked for the occurrence or aggravation of IAD and bed sores.
resultsA total of 30 participants completed the protocol and 390 episodes of urination were recorded. There were 108 records (27.7%) on both the FVCs and the smart diaper system, 258 (66.2%) on the FVCs alone, 18 (4.6%) on the smart diaper system alone, and 6 (1.5%) on the FVCs with sensing device lost. The detection rate of the smart diaper system was 32.8% (126/384). When analyzing records concurrently listed in both the FVCs and the smart diaper system, linear regression showed a strong correlation between the two measurements (R
conclusionsThe smart diaper system showed acceptable accuracy for measuring urine volume and it could replace conventional FVCs in acute setting hospitals. Furthermore, the smart diaper system has the potential advantage of preventing IAD development and bed sore worsening. However, the detection rate of the smart diaper system was lower than expected. Detection rate polarization among participants was observed, and improvements in the user interface and convenience are needed for older individuals who are unfamiliar with the smart diaper system.
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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.