ReviewSensors (Basel, Switzerland)2018
A Review of Wearable Solutions for Physiological and Emotional Monitoring for Use by People with Autism Spectrum Disorder and Their Caregivers.
Review in Sensors (Basel, Switzerland), 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 38 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.
Development and Validation of a System for the Anticipation of Challenging Behaviors of People With Autism Spectrum Disorder Based on a Smart Shirt: a Mixed-method Design
Feasibility of Wearable Devices as a Source of Data to Support HealthAI in Autism Spectrum Disorder Populations
Who cites it
38 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Wearable Solutions Using Physiological Signals for Stress Monitoring on Individuals with Autism Spectrum Disorder (ASD): A Systematic Literature Review.Sensors (Basel, Switzerland) · 2024Pooled it
- Smart Devices and Wearable Technologies to Detect and Monitor Mental Health Conditions and Stress: A Systematic Review.Sensors (Basel, Switzerland) · 2021Pooled it
- Pediatric social robotics in ASD: navigating AI blind-spots toward clinical validation.European journal of pediatrics · 2026Review
- Beyond the Outburst: Charting a New Frontier for Understanding and Treating Irritability in Autistic Adults.Autism research : official journal of the International Society for Autism Research · 2026Review
- Using Wearable Technology to Predict the Occurrence of Severe Behavior Problems among Neurodiverse Individuals: A Systematic Review.Perspectives on behavior science · 2026Review
- Effectiveness and Usability of Artificial Intelligence and/or Machine Learning Enabled Wrist and Ankle Wearables for Physiological and Behavioral Monitoring in Children and Adolescents With Autism Spectrum Disorder: A Systematic Review.Journal of autism and developmental disorders · 2026Article
- Approaches for Predicting the Occurrence of Challenging Behaviors in Individuals with Autism Spectrum Disorder: A Narrative Review.Journal of personalized medicine · 2025Review
- Challenging Behaviors in Children with Nonverbal Autism: A Questionnaire to Guide the Design of a Wearable Device for Biomarker Recording.Sensors (Basel, Switzerland) · 2025Article
- Wearable Sensors for Ensuring Sports Safety in Children with Autism Spectrum Disorder: A Comprehensive Review.Sensors (Basel, Switzerland) · 2025Review
- From motion to emotion: exploring challenging behaviors in autism spectrum disorder through analysis of wearable physiology and movement.Physiological measurement · 2025Article
- Commercial Wearables for the Management of People with Autism Spectrum Disorder: A Review.Biosensors · 2024Review
- Effects of Adaptive Prompts in Virtual Reality-Based Social Skills Training for Children with Autism.Journal of autism and developmental disorders · 2024Article
- Assistive technology for adults on the autism spectrum: A systematic survey.International journal of human-computer interaction · 2024Article
- Neurofeedback and meditation technology in outpatient offender treatment: a feasibility and usability pilot study.Frontiers in psychology · 2024Article
- Diagnosing Pain in Individuals with Intellectual and Developmental Disabilities: Current State and Novel Technological Solutions.Diagnostics (Basel, Switzerland) · 2023Article
- Wearable Electrocardiography for Physical Activity Monitoring: Definition of Validation Protocol and Automatic Classification.Biosensors · 2023Article
- Global trends and hotspots in the digital therapeutics of autism spectrum disorders: a bibliometric analysis from 2002 to 2022.Frontiers in psychiatry · 2023Article
- Looking at Europe's recent behavioral telehealth practices for children and families impacted by neurodevelopmental disabilities.International journal of developmental disabilities · 2023Review
- Effect of vibrostimulatory wearable technology on stereotyped behaviour in a child with autism and intellectual disability.BMJ case reports · 2022Article
- Emerging Wearable Biosensor Technologies for Stress Monitoring and Their Real-World Applications.Biosensors · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
The goal of real-time feedback on physiological changes, stress monitoring and even emotion detection is becoming a technological reality. People in their daily life experience varying emotional states, some of which are negative and which can lead to decreased attention, decreased productivity and ultimately, reduced quality of life. Therefore, having a solution that continuously monitors the physiological signals of the person and assesses his or her emotional well-being could be a very valuable tool. This paper aims to review existing physiological and motional monitoring devices, highlight their features and compare their sensing capabilities. Such technology would be particularly useful for certain populations who experience rapidly changing emotional states such as people with autism spectrum disorder and people with intellectual disabilities. Wearable sensing devices present a potential solution that can support and complement existing behavioral interventions. This paper presents a review of existing and emerging products in the market. It reviews the literature on state-of-the-art prototypes and analyzes their usefulness, clinical validity, and discusses clinical perspectives. A small number of products offer reliable physiological internal state monitoring and may be suitable for people with Autism Spectrum Disorder (ASD). It is likely that more promising solutions will be available in the near future. Therefore, caregivers should be careful in their selection of devices that meet the care-receiver's personal needs and have strong research support for reliability and validity.
Indexed as
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.