ArticleScientific reports2016
A Flexible and Wearable Human Stress Monitoring Patch.
Article in Scientific reports, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 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
46 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The Association between Maternal Stress and Childhood Eczema: A Systematic Review.International journal of environmental research and public health · 2018Pooled it
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- Multiplexed catheter-integrated pressure sensing system for endoluminal interventions.Microsystems & nanoengineering · 2026Article
- A quantitative, multimodal wearable bioelectronic device for comprehensive stress assessment and sub-classification.Nature communications · 2026Article
- Smart patches for healthcare industry: a review of emerging technologies, challenges, and developmental opportunities.Biomedical engineering online · 2026Review
- Unperceivable Designs of Wearable Electronics.Advanced materials (Deerfield Beach, Fla.) · 2025Review
- Measures of the psychophysiological response to recurrent anticipatory stress - the influence of neuroticism on heart rhythm and skin resistance.Scientific reports · 2025Article
- Sepsis after trauma-evolving paradigms in stress biology and host response failure.Burns & trauma · 2025Review
- Evaluation of Lateral Radar Positioning for Vital Sign Monitoring: An Empirical Study.Sensors (Basel, Switzerland) · 2024Article
- Encoding of multi-modal emotional information via personalized skin-integrated wireless facial interface.Nature communications · 2024Article
- Sympathetic nervous system responses during complex walking tasks and community ambulation post-stroke.Scientific reports · 2023Article
- Recent Advances in Multiplexed Wearable Sensor Platforms for Real-Time Monitoring Lifetime Stress: A Review.Biosensors · 2023Review
- Reshaping healthcare with wearable biosensors.Scientific reports · 2023Article
- Knowledge Engineering Framework for IoT Robotics Applied to Smart Healthcare and Emotional Well-Being.International journal of social robotics · 2023Article
- A commentary on the potential of smartphones and other wearable devices to be used in the identification and monitoring of mental illness.Annals of translational medicine · 2022Article
- Graphene e-tattoos for unobstructive ambulatory electrodermal activity sensing on the palm enabled by heterogeneous serpentine ribbons.Nature communications · 2022Article
- Review
- Stretchable printed device for the simultaneous sensing of temperature and strain validated in a mouse wound healing model.Scientific reports · 2022Article
- State of the Art in Smart Portable, Wearable, Ingestible and Implantable Devices for Health Status Monitoring and Disease Management.Sensors (Basel, Switzerland) · 2022Review
- Biomarkers and Detection Platforms for Human Health and Performance Monitoring: A Review.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2022Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
A human stress monitoring patch integrates three sensors of skin temperature, skin conductance, and pulsewave in the size of stamp (25 mm × 15 mm × 72 μm) in order to enhance wearing comfort with small skin contact area and high flexibility. The skin contact area is minimized through the invention of an integrated multi-layer structure and the associated microfabrication process; thus being reduced to 1/125 of that of the conventional single-layer multiple sensors. The patch flexibility is increased mainly by the development of flexible pulsewave sensor, made of a flexible piezoelectric membrane supported by a perforated polyimide membrane. In the human physiological range, the fabricated stress patch measures skin temperature with the sensitivity of 0.31 Ω/°C, skin conductance with the sensitivity of 0.28 μV/0.02 μS, and pulse wave with the response time of 70 msec. The skin-attachable stress patch, capable to detect multimodal bio-signals, shows potential for application to wearable emotion monitoring.
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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.