Universal Informatics · Research reading room

Human-Computer Co-Regulation: A Review of Biofeedback for Meditative Practice

Liu Mengxi, Peng Danyang, Bian Sizhen, Ray Lala Shakti Swarup, Cheng Yajun, Zhou Bo, Yuan Siyu, Chen Kanyu, Kunze Kai, Minamizawa Kouta, Lukowicz Paul · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies · 2026 · Review or conceptual paper

Original publication

Recorded summary

The authors reviewed 39 studies of real-time physiological feedback in contemplative practice. They distinguish respiration or HRV for paced breathing from EEG approaches to attention and skin conductance for arousal.

Recorded limitations

Review of real-time physiological feedback systems.

Evidence and provenance

Chapter Trust Factor uses a minimum of three distinct qualifying studies. Publication records retain their own evidence and assessment.

Study design and assessment
design
Review or conceptual paper
assessment
category
peer-reviewed-study
peer Reviewed
true
basis
The publication is a peer-reviewed journal study or review. A qualifying randomised comparison was not verified in the assessed source.
sources

https://doi.org/10.1145/3831659

trust Factor
score
1
scope
Paper
status
assessed
randomized Controlled Trial
false
blinding
not-applicable
peer Reviewed
true
basis
The publication is a peer-reviewed journal study or review. A qualifying randomised comparison was not verified in the assessed source.
sources

https://doi.org/10.1145/3831659

review Scope
Existing publication-specific assessments and bibliographic indexing; no blanket full-text appraisal.
assessed At
2026-11-05
display Crosses
1
jadad
status
unassessed
score
Not recorded
evidence
evidence Type
Review or framework
measurement
Review or framework
relationship Note
Review of real-time physiological feedback systems.
Topics and recorded topic scores
  1. key
    language:mindfulness-biofeedback
    title
    Mindfulness Biofeedback / AR / VR / Mixed Reality
    collection
    language
    trust Score
    2
Citation snapshot and identifiers
id
lab-8b68f71d40e35b
doi
10.1145/3831659
pmid
Not recorded
citation Snapshot
Not recorded
citations By Collection
language
Not recorded
Complete approved library record
id
lab-8b68f71d40e35b
aliases
None recorded
title
Human-Computer Co-Regulation: A Review of Biofeedback for Meditative Practice
journal
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
neurotransmitters
None recorded
year
2026
authors
Liu Mengxi, Peng Danyang, Bian Sizhen, Ray Lala Shakti Swarup, Cheng Yajun, Zhou Bo, Yuan Siyu, Chen Kanyu, Kunze Kai, Minamizawa Kouta, Lukowicz Paul
design
Review or conceptual paper
identity Conflict
Not recorded
doi
10.1145/3831659
pmid
Not recorded
urls

https://doi.org/10.1145/3831659

collections

language

categories

Mindfulness and biofeedback

targets
None recorded
priority
1
quotes
None recorded
summary
The authors reviewed 39 studies of real-time physiological feedback in contemplative practice. They distinguish respiration or HRV for paced breathing from EEG approaches to attention and skin conductance for arousal.
limitation
Review of real-time physiological feedback systems.
citation Count
Not recorded
study Design Assessment
category
peer-reviewed-study
peer Reviewed
true
basis
The publication is a peer-reviewed journal study or review. A qualifying randomised comparison was not verified in the assessed source.
sources

https://doi.org/10.1145/3831659

paper Trust Assessment
score
1
scope
Paper
status
assessed
randomized Controlled Trial
false
blinding
not-applicable
peer Reviewed
true
basis
The publication is a peer-reviewed journal study or review. A qualifying randomised comparison was not verified in the assessed source.
sources

https://doi.org/10.1145/3831659

review Scope
Existing publication-specific assessments and bibliographic indexing; no blanket full-text appraisal.
assessed At
2026-11-05
display Crosses
1
citations By Collection
language
Not recorded
topics
  1. key
    language:mindfulness-biofeedback
    title
    Mindfulness Biofeedback / AR / VR / Mixed Reality
    collection
    language
    trust Score
    2
journal Key
proceedingsoftheacmoninteractivemobilewearableandubiquitoustechnologies
journal Label
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
chapter Entries
  1. title
    Human-Computer Co-Regulation: A Review of Biofeedback for Meditative Practice
    doi
    10.1145/3831659
    pmid
    Not recorded
    journal
    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
    year
    2026
    authors
    Liu Mengxi, Peng Danyang, Bian Sizhen, Ray Lala Shakti Swarup, Cheng Yajun, Zhou Bo, Yuan Siyu, Chen Kanyu, Kunze Kai, Minamizawa Kouta, Lukowicz Paul
    design
    Review or conceptual paper
    urls

    https://doi.org/10.1145/3831659

    targets
    None recorded
    categories

    Mindfulness and biofeedback

    citation Count
    Not recorded
    evidence
    evidence Type
    Review or framework
    measurement
    Review or framework
    relationship Note
    Review of real-time physiological feedback systems.
    id
    language-biofeedback-07
    record Id
    lab-8b68f71d40e35b
    summary
    The authors reviewed 39 studies of real-time physiological feedback in contemplative practice. They distinguish respiration or HRV for paced breathing from EEG approaches to attention and skin conductance for arousal.
    limitation
    Review of real-time physiological feedback systems.
    quotes
    None recorded
    source Pages
    None recorded
    study Design Assessment
    category
    peer-reviewed-study
    peer Reviewed
    true
    basis
    The publication is a peer-reviewed journal study or review. A qualifying randomised comparison was not verified in the assessed source.
    sources

    https://doi.org/10.1145/3831659

    paper Trust Assessment
    score
    1
    scope
    Paper
    status
    assessed
    randomized Controlled Trial
    false
    blinding
    not-applicable
    peer Reviewed
    true
    basis
    The publication is a peer-reviewed journal study or review. A qualifying randomised comparison was not verified in the assessed source.
    sources

    https://doi.org/10.1145/3831659

    review Scope
    Existing publication-specific assessments and bibliographic indexing; no blanket full-text appraisal.
    assessed At
    2026-11-05
    display Crosses
    1
    collection
    language
    chapter Number
    2
    topic Id
    mindfulness-biofeedback
    topic Title
    Mindfulness Biofeedback / AR / VR / Mixed Reality
    trust Score
    2
evidence
evidence Type
Review or framework
measurement
Review or framework
relationship Note
Review of real-time physiological feedback systems.
jadad
status
unassessed
score
Not recorded
condition Evidence
None recorded
conditions
None recorded
topic Trust Scores

2

full Text
status
not-indexed
retrieval Available
false

Open this publication in the interactive library