SynthesisJMIR mHealth and uHealth2021
Biofeedback-Based Connected Mental Health Interventions for Anxiety: Systematic Literature Review.
Synthesis in JMIR mHealth and uHealth, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04925765 (Virtual Reality Biofeedback for Postpartum Anxiety and Depression), which is not on this map. Cited by 31 papers, 3 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.
Virtual Reality Biofeedback for Postpartum Anxiety and Depression
Who cites it
31 citing papers in PubMed, 3 syntheses or guidelines pooled it, 67 citations in OpenAlex.
- Biofeedback-based Digital Games and Well-being in Childhood: A Systematic Review.Research on child and adolescent psychopathology · 2025Pooled it
- Interventions Based on Biofeedback Systems to Improve Workers' Psychological Well-Being, Mental Health, and Safety: Systematic Literature Review.Journal of medical Internet research · 2025Pooled it
- Effect of Biofeedback-Based Interventions on the Psychological Outcomes of Pediatric Populations: A Systematic Review and Meta-analysis.Applied psychophysiology and biofeedback · 2023Pooled it
- Effectiveness of a Biofeedback Intervention Targeting Mental and Physical Health Among College Students Through Speech and Physiology as Biomarkers Using Machine Learning: A Randomized Controlled Trial.Applied psychophysiology and biofeedback · 2024Trial
- Examining the Integration of Biofeedback Treatment in Inpatient Mental Health Care, Specialized in Psychosomatic Medicine and Psychotherapy: A Mixed Methods Study.Applied psychophysiology and biofeedback · 2026Article
- Mindfulness Development via Biofeedback for Anxiety in Hospitalized Patients: A Randomized Controlled Trial.Brain sciences · 2026Article
- Cognitive Load Across Interaction Formats in Digital Attention Assessment for Children: Within-Subject Neuroimaging and Behavioral Comparison Study.JMIR serious games · 2026Article
- Anxiety Before and During Music Stage Performance: Monitoring and Coping Strategies with Innovative Biofeedback Techniques.Applied psychophysiology and biofeedback · 2026Article
- Internet plus-based post-discharge continuity care for mild-to-moderate depression: An exploratory study.World journal of psychiatry · 2026Article
- Quality in Use in Connected Mental Health: Protocol for a Systematic Mapping Study.JMIR research protocols · 2026Article
- Knowledge, attitudes, and intended practices regarding colorectal polyps among patients: a cross-sectional study.Frontiers in oncology · 2026Article
- Immersive metaverse art as a psychological intervention for depression and anxiety: a narrative review and multilevel model integrating engagement, cultural identity, and neurocognitive mechanisms.Frontiers in psychology · 2026Review
- The Integration of Psychophysiological Interventions with Psychotherapy and Pediatrics.Applied psychophysiology and biofeedback · 2025Article
- Precision medicine and music therapy for Parkinson's Disease.Clinical parkinsonism & related disorders · 2025Review
- Disentangling the Neural Circuits of Arousal and Anxiety-Like Behavior.Current topics in behavioral neurosciences · 2025Review
- Data Ownership in the AI-Powered Integrative Health Care Landscape.JMIR medical informatics · 2024Article
- An Exercise-Based Precision Medicine Tool and Smartphone App for Managing Achilles Tendinopathy (the 'PhysViz' System): User-Centered Development Study.JMIR human factors · 2024Article
- The Effect of a Biofeedback-Based Integrated Intervention for Older Adults with Orthostatic Hypotension: A Secondary Analysis on Psychological Health Outcomes in a Non-Randomized Pilot Trial.Healthcare (Basel, Switzerland) · 2024Article
- Evaluating Doppel's impact on Anxiety and Focus amongst adults with ADHD.PLOS digital health · 2024Article
- The New Emerging Treatment Choice for Major Depressive Disorders: Digital Therapeutics.Advances in experimental medicine and biology · 2024Review
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 at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundConnected mental health, which refers to the use of technology for mental health care and technology-based therapeutic solutions, has become an established field of research. Biofeedback is one of the approaches used in connected mental health solutions, which is mainly based on the analysis of physiological indicators for the assessment and management of the psychological state. Biofeedback is recommended by many therapists and has been used for conditions including depression, insomnia, and anxiety. Anxiety is associated with several physiological symptoms, including muscle tension and breathing issues, which makes the inclusion of biofeedback useful for anxiety detection and management.
objectiveThe aim of this study was to identify interventions using biofeedback as a part of their process for anxiety management and investigate their perceived effectiveness.
methodsA systematic literature review of publications presenting empirically evaluated biofeedback-based interventions for anxiety was conducted. The systematic literature review was based on publications retrieved from IEEE Digital Library, PubMed, ScienceDirect, and Scopus. A preliminary selection of papers was identified, examined, and filtered to include only relevant publications. Studies in the final selection were classified and analyzed to extract the modalities of use of biofeedback in the identified interventions, the types of physiological data that were collected and analyzed and the sensors used to collect them. Processes and outcomes of the empirical evaluations were also extracted.
resultsAfter final selection, 13 publications presenting different interventions were investigated. The interventions addressed either primarily anxiety disorders or anxiety associated with health issues such as migraine, Parkinson disease, and rheumatology. Solutions combined biofeedback with other techniques including virtual reality, music therapy, games, and relaxation practices and used different sensors including cardiovascular belts, wrist sensors, or stretch sensors to collect physiological data such as heart rate, respiration indicators, and movement information. The interventions targeted different cohorts including children, students, and patients. Overall, outcomes from the empirical evaluations yielded positive results and emphasized the effectiveness of connected mental health solutions using biofeedback for anxiety; however, certain unfavorable outcomes, such as interventions not having an effect on anxiety and patients' preferring traditional therapy, were reported in studies addressing patients with specific physical health issues.
conclusionsThe use of biofeedback in connected mental health interventions for the treatment and management of anxiety allows better screening and understanding of both psychological and physiological patient information, as well as of the association between the two. The inclusion of biofeedback could improve the outcome of interventions and boost their effectiveness; however, when used with patients suffering from certain physical health issues, suitability investigations are needed.
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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.