ReviewSensors (Basel, Switzerland)2020
Innovations in Electrodermal Activity Data Collection and Signal Processing: A Systematic Review.
Review in Sensors (Basel, Switzerland), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06898242 (Early Myofascial Manual Treatment in Subjects With Spasticity Following Acquired Brain Injury), which is not on this map. Cited by 171 papers, 5 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.
Early Myofascial Manual Treatment in Subjects With Spasticity Following Acquired Brain Injury
Who cites it
171 citing papers in PubMed, 5 syntheses or guidelines pooled it, 464 citations in OpenAlex.
- Beyond EDA: A Systematic Review of Multimodal Sympathetic Nervous System Arousal Classification for Stress Detection.Sensors (Basel, Switzerland) · 2026Pooled it
- Coactivation of Autonomic and Central Nervous Systems During Processing of Socially Relevant Information in Autism Spectrum Disorder: A Systematic Review.Neuropsychology review · 2024Pooled it
- Neurophysiological approaches to exploring emotional responses to cosmetics: a systematic review of the literature.Frontiers in human neuroscience · 2024Pooled it
- Machine Learning Techniques for Arousal Classification from Electrodermal Activity: A Systematic Review.Sensors (Basel, Switzerland) · 2022Pooled it
- Detecting Emotions through Electrodermal Activity in Learning Contexts: A Systematic Review.Sensors (Basel, Switzerland) · 2021Pooled it
- Knowledge Gain and the Impact of Stress in a Fully Immersive Virtual Reality-Based Medical Emergencies Training With Automated Feedback: Randomized Controlled Trial.Journal of medical Internet research · 2025Trial
- Muscle relaxation enhances motor imagery capacity in people with anxiety: A randomized clinical trial.PloS one · 2025Trial
- Trial
- Social Physiology: Human homeostasis is more efficient in social proximity.Science advances · 2026Article
- Electrodermal Activity, Behavior, and Context in Autistic People with High Support Needs: A Retrospective Ecological Study.Healthcare (Basel, Switzerland) · 2026Article
- Electrodermal Activity as a Potential Diagnostic Biomarker for Alzheimer's Disease: A Pilot Study.Sensors (Basel, Switzerland) · 2026Article
- Effects of Dante's Poetry on Emotional Arousal of Healthy Subjects and Patients with Spinal Cord Injury: A Pilot Study.Behavioral sciences (Basel, Switzerland) · 2026Article
- Clinical use of electrodermal activity and current developments.European biophysics journal : EBJ · 2026Review
- Personalized Classification of Scenario-Derived Operational Driver-State Classes from Non-Intrusive Wearable Signals in Real-World SAE Level 2 Automated Driving.Sensors (Basel, Switzerland) · 2026Article
- Computational Comparison of AC and DC Excitation for Long-Term Electrodermal Activity (EDA) Recording Across Electrode Materials.IEEE sensors journal · 2026Article
- Utilization of electrodermal activity in nursing research: A mapping review.Japan journal of nursing science : JJNS · 2026Review
- Consumer-Grade Wearable Sensors for Classifying Pilot Workload and Stress During Real Flight Training: A Leave-One-Subject-Out Validation Study.Sensors (Basel, Switzerland) · 2026Article
- Perioperative Anxiety in Adults: A Narrative Review of Pathophysiology, Assessment, and Multimodal Management Strategies.Healthcare (Basel, Switzerland) · 2026Review
- Multimodal Detection of Pain and Anticipation Anxiety from Ultra-Short Duration Wearable Sensors Measurements.Sensors (Basel, Switzerland) · 2026Article
- Electrodermal Temperature-Adjusted Electrodermal Activity (EDA) for Stress Detection in Virtual Reality.Sensors (Basel, Switzerland) · 2026Article
111 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 1 institution in 1 country.
Funding
Abstract
The electrodermal activity (EDA) signal is an electrical manifestation of the sympathetic innervation of the sweat glands. EDA has a history in psychophysiological (including emotional or cognitive stress) research since 1879, but it was not until recent years that researchers began using EDA for pathophysiological applications like the assessment of fatigue, pain, sleepiness, exercise recovery, diagnosis of epilepsy, neuropathies, depression, and so forth. The advent of new devices and applications for EDA has increased the development of novel signal processing techniques, creating a growing pool of measures derived mathematically from the EDA. For many years, simply computing the mean of EDA values over a period was used to assess arousal. Much later, researchers found that EDA contains information not only in the slow changes (tonic component) that the mean value represents, but also in the rapid or phasic changes of the signal. The techniques that have ensued have intended to provide a more sophisticated analysis of EDA, beyond the traditional tonic/phasic decomposition of the signal. With many researchers from the social sciences, engineering, medicine, and other areas recently working with EDA, it is timely to summarize and review the recent developments and provide an updated and synthesized framework for all researchers interested in incorporating EDA into their research.
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.