A direct response to this body of research
Dissolving stigma.
Improving access—for free.
Clear referral pathways.
The Lab responds to research on the needs of youth aged 16–24 and draws inspiration from music, sound and brain entrainment, EMDR, mindfulness, mantra, Transcendental Meditation, yoga, access and connection.
The youth collection brings together 105 publications across these areas. Orygen and Black Dog Institute are featured within that wider body of work.
Explore the full collection Mindfulness biofeedback · 63 publicationsPapers, findings, study methods and limitations are hosted in Universal Informatics.
Youth research · 63 publications
Mindfulness Biofeedback / AR / VR / Mixed Reality
The evidence supports further research. Heart-rate variability feedback has reduced stress or anxiety in controlled studies. The added value of live heart-rate or EEG feedback depends on the practice and what researchers compare it with. The proposed Lab experience still needs its own youth trial.
Three findings
- Live feedback can change how present people feel. In a 35-person VR study, participants who saw and heard their own physiological signals reported greater presence and relaxation than those receiving a replay. A 60-person randomised trial found comparable results with and without a live pulse display during the same self-compassion practice. Live versus replayed feedback · Self-compassion trial
- People can feel more engaged without a greater improvement in mood. In the Healium AR study, mood improved in both groups. Participants using live EEG reported greater engagement. Across 16 randomised training studies, a separate meta-analysis found a small benefit for psychological distress and no reliable advantage for mindfulness itself. Healium AR trial · EEG meta-analysis
- Shared feedback can support a sense of connection. In a study of pairs, participants sharing breathing and EEG feedback reported greater empathy and social presence. A separate group installation used heart rhythms to change sound, light and vibration. The first measured a shared experience. The second demonstrates a design. Whether a young festival audience feels a lasting sense of belonging remains an open question. Paired meditation study · Resident Thrum installation
How strong is the evidence?
The 63 publications include at least 15 primary reports with random allocation, alongside feasibility studies, reviews and design papers. Some randomised trials tested digital or community support without a live feedback signal. In the 188-person inpatient trial, an independent psychiatrist assessed anxiety while masked to allocation. Participants and therapists knew the intervention. Masking is unverified in several other reports. A corpus-wide double-blind count remains undetermined. Inpatient trial methods
A meta-analysis of 24 HRV studies found lower stress and anxiety versus controls. A review of 18 remote HRV studies found benefits for depression and HRV, with an inconclusive pooled result for stress. The consumer EEG review found no sham-feedback control in its randomised training trials. Expectation and attention may therefore explain part of the observed benefit. These reviews supplement the 63-publication register. HRV meta-analysis · Remote HRV meta-analysis · EEG meta-analysis
What has Healium tested?
Five distinct journal reports were identified. Three documented live EEG feedback: the AR mindfulness trial, a four-firefighter pilot and a 100-person study of hospital staff. The staff study allocated participants alternately to VR with EEG feedback or audio meditation, so immersion and feedback varied together. The nature-VR study recorded EEG before and after meditation. The 33-person blood-donor pilot assessed mood before and after VR. An Apple Watch heart-rate intervention remains unverified in these five reports.
AR mindfulness · Nature VR and EEG · Firefighter pilot · Hospital staff · Blood donors
Two are in the original 63. The other three are linked here as supplemental reading.
Youth, Defence, Indigenous and refugee evidence
One game study recruited 47 participants aged 18–24. Student trials include young adults with mixed or incompletely reported ages. An Australian Defence Force study tested delivery with 189 trainees. A 342-soldier randomised trial found no overall preventive effect on post-deployment PTSD. An Australian pilot with 20 Aboriginal young people aged 7–16 measured HRV during a culturally informed VR practice. In Kampala, 335 refugee youth aged 16–25 participated in a VR trial. Self-compassion improved, while depression outcomes were comparable to control. Neither youth study established an effect of live wearable feedback.
Ages 18–24 · Australian Defence Force · National Guard · Aboriginal youth in NSW · Refugee youth in Kampala
Studies in Tanzania, Lebanon and Türkiye inform delivery through local facilitators or accessible digital formats. These settings still need direct evaluation of the proposed road-train experience, including access in communities facing extreme poverty. Tanzania · Lebanon · Türkiye
Which signals drove live feedback?
A signal counts when it changed something the participant saw, heard or felt during the activity. A recording taken only for analysis stays outside that count. One publication can appear in several categories.
| Live input or score | Participant reports | Design reports | Total |
|---|---|---|---|
| Heart-rate variability (HRV) | 7 | 0 | 7 |
| Heart rate or heartbeat | 9 | 1 | 10 |
| EEG | 6 | 1 | 7 |
| Derived indicator | 8 | 1 | 9 |
| Verified proprietary score | 2 | 0 | 2 |
A derived indicator combines or interprets signals, for example a stress estimate or a synchrony score. The proprietary scores form a subset of these indicators. Two reports explicitly document HeartMath coherence. A further veteran trial used an Inner Balance sensor, but the precise score returned to its participants remains unconfirmed. The other documented inputs included breathing, skin conductance and movement.
The 63 publications
Thirty-eight distinct works came from the original reading list and 25 from the extended search. One Tanzanian study, Nguvu, already had an Informatics record. Each entry links to the source and states what informed its signal classification.
Participant studies with identified live feedback (28)
- Brief Interactive Virtual Reality Mindfulness Training with Real-Time Biofeedback for Anxiety Reduction: A Pilot Study
Live HRV drove changes in fog, sound and visuals.
- Enhancing Mindfulness Training in Virtual Reality: A Randomized Trial of Biofeedback Integration
The candle flame changed with measured heart rate. The baseline recording calibrated the mapping.
- Using a Biofeedback-Based Mindfulness Practice System to Enhance Mindfulness and Alleviate Anxiety in College Students: A Randomized Controlled Trial
The MindJourney system returned respiratory feedback. Skin conductance was a measurement outcome.
- The efficacy of virtual reality-enhanced EEG biofeedback in anxiety treatment: analysis of a digital health intervention
EEG training supplied neurofeedback in the intervention. Clinical anxiety ratings were outcomes.
- ZenG
Relative alpha-band EEG changed the tree colour. Twelve adults took part in informal prototype testing.
- Neurological Evidence of Diverse Self-Help Breathing Training With Virtual Reality and Biofeedback Assistance: Extensive Exploration Study of Electroencephalography Markers
A respiration belt controlled the meadow. The investigators recorded EEG to compare the practice conditions.
- Effects on Mood and EEG States After Meditation in Augmented Reality With and Without Adjunctive Neurofeedback
Frontal gamma asymmetry moved a glowing ball and determined when the AR story progressed.
- Mindfulness Development via Biofeedback for Anxiety in Hospitalized Patients: A Randomized Controlled Trial
Auditory feedback followed EEG alpha power. A separate training stage varied audiovisual feedback with current heart rate. A psychiatrist masked to allocation rated anxiety.
- The Applications of the Mindfulness-Based Cognitive Therapy and HRV Biofeedback in Modern Psychotherapy
The case describes a participant viewing heart-rhythm changes and HRV during sessions.
- Biofeedback-Enhanced Virtual Reality Training for Stress Regulation: Concept and Pilot Study Results
The field of view changed with a stress level derived from HRV in a seven-person pilot.
- A mobile VR-based respiratory biofeedback game to foster diaphragmatic breathing
A controller on the abdomen sensed movement caused by breathing and fed it into the game.
- Use of Biofeedback-Based Virtual Reality in Pediatric Perioperative and Postoperative Settings: Observational Study
Inner Balance and emWave presented a coherence score calculated from beat-to-beat intervals.
- Mindfulness-based Stress Reduction in VR: Visualising Meditation Performance using Real-time EEG Neurofeedback
The authors describe a preliminary evaluation in which an EEG-derived relaxation estimate drove visual feedback. The accessible abstract gives limited detail about the calculation.
- Ego-depletion and motor skill performance under pressure—experimental effects of a short term virtual-reality based mindfulness breathing meditation with integrated biofeedback
Abdominal movement during exhalation changed the virtual environment. The testing staff were masked to condition.
- HeartBit: mindful control of heart rate using haptic biofeedback
The handheld device reproduced a measured heartbeat through touch.
- Attention Regulation Framework
The evaluated interfaces tracked deliberate physical movements to support attention.
- Using a virtual reality game to train biofeedback-based regulation under stress conditions
The training displayed the pulse trace. A study-defined stress score used rolling heart rate relative to baseline. HRV was an outcome.
- Development of a modular stress management platform (Performance Edge VR) and a pilot efficacy trial of a bio-feedback enhanced training module for controlled breathing
A respiratory belt provided controlled-breathing feedback.
- Virtual reality versus 2D biofeedback for children and adolescents with stress related disorders: a randomized controlled trial
A baseline heart-rate threshold guided feedback in both the 2D and VR training.
- Designing and Utilizing Biofeedback Games for Emotion Regulation
In Nevermind, the game estimated arousal from beat-to-beat variability. The report also illustrates heart-rate recordings separately.
- Evaluation of a Virtual Reality Platform to Train Stress Management Skills for a Defense Workforce: Multisite, Mixed Methods Feasibility Study
A live respiratory trace provided feedback on controlled breathing in ADF training.
- Heart Rate Variability and Cognitive Bias Feedback Interventions to Prevent Post-deployment PTSD: Results from a Randomized Controlled Trial
The on-site emWave games responded to HRV. The home prompt provided separate paced-breathing practice.
- A Pilot Study of a Three-Session Heart Rate Variability Biofeedback Intervention for Veterans with Posttraumatic Stress Disorder
The veteran waitlist pilot used clinical HRV biofeedback and a smartphone with a sensor for home practice.
- Using biofeedback while immersed in a stressful videogame increases the effectiveness of stress management skills in soldiers
The soldiers’ game combined heart rate and skin conductance. The coach adjusted each signal’s weight in the stress feedback.
- Virtual reality experiences for breathing and relaxation training: The effects of real vs. placebo biofeedback
The environment responded to the participant’s breathing, heart rate and skin conductance, or to another participant’s replay.
- Receiving self-compassion in the virtual world: Testing the potential value of biofeedback
A visual pulse showed the participant’s own heart rate during self-compassion practice.
- Augmented Virtual Reality Meditation
Pairs saw their respiratory synchrony and a comparison of EEG frontal asymmetry. HRV and skin conductance were also recorded for analysis.
- Feeling-the-Beat: Enhancing Empathy and Engagement During Public Speaking Through Heart Rate Sharing
The system shared heart rate between speakers and audience members. The comparison used fabricated or absent signals.
Designs and demonstrations with identified live feedback (3)
- Designing Mindfulness Practice System Based on Biofeedback in VR Environment
The system used continuous breathing cues and intermittent head-orientation feedback. Related to the MindJourney college paper.
- Mindful Garden: Supporting Reflection on Biosignals in a Co-Located Augmented Reality Mindfulness Experience
The headband-based demonstration converted EEG into a flower display for a pair. This entry refers to the smart-glasses version.
- Resident Thrum: Designing for Group Cardiac Synchronization through Multimodal Biofeedback
The installation returned heartbeats as sound, vibration and light, and changed the environment with group cardiac synchrony.
Reviews and frameworks (18)
- Exploring technology-assisted mindfulness: a systematic progressive review on the role of virtual reality
Review of VR mindfulness research.
- Challenges and Opportunities of Immersive Technologies for Mindfulness Meditation: A Systematic Review
Systematic review of immersive mindfulness.
- Human-Computer Co-Regulation: A Review of Biofeedback for Meditative Practice
Review of real-time physiological feedback systems.
- Technology Configurations and Adherence in Virtual Reality-Based Mindfulness: A Systematic Review of Headsets, Wearables, Software, and Therapeutic Applications
Review of headset and wearable configurations.
- Realidade virtual na prática de mindfulness em psicoterapia: uma revisão narrativa
Narrative review of VR practice in psychotherapy.
- Virtual Reality Biofeedback in Health: A Scoping Review
Scoping review of VR biofeedback in health.
- An Integrative Model for the Effectiveness of Biofeedback Interventions for Anxiety Regulation: Viewpoint
Conceptual model of biofeedback mechanisms.
- Digitally Assisted Mindfulness in Training Self-Regulation Skills for Sustainable Mental Health: A Systematic Review
Systematic review of digital mindfulness.
- Immersive VR as a Promising Technology for Computer-Supported Mindfulness
Review chapter about computer-supported mindfulness.
- Virtual Reality-Based Biofeedback System: A Review
Engineering review chapter. Bibliographic record only.
- A Review of Interactive Technologies as Support Tools for the Cultivation of Mindfulness
Review of interactive mindfulness technology.
- Biofeedback-Based Connected Mental Health Interventions for Anxiety: Systematic Literature Review
Systematic review of connected biofeedback interventions.
- Interventions Based on Biofeedback Systems to Improve Workers' Psychological Well-Being, Mental Health, and Safety: Systematic Literature Review
Review of workplace biofeedback.
- A Narrative Review of Mindfulness-Based Interventions Using Virtual Reality
Narrative review of mindfulness in VR.
- Biofeedback-based Digital Games and Well-being in Childhood: A Systematic Review
Systematic review of youth biofeedback games.
- Heart Rate Variability Biofeedback as a Treatment for Military PTSD: A Meta-Analysis
Meta-analysis of HRV biofeedback for military PTSD.
- Virtual Reality Breathing Interventions for Mental Health: A Systematic Review and Meta-Analysis of Randomized Controlled Trials
Systematic review of VR versus other methods of delivering breathing exercises.
- Virtual reality improves emotional but not cognitive empathy: A meta-analysis
Meta-analysis of VR and empathy.
Context or measurement without a verified live loop (10)
- Virtual Reality for Anxiety Reduction Demonstrated by Quantitative EEG: A Pilot Study
The researchers compared EEG recordings around the VR meditation and quiet-rest conditions.
- Brief Virtual Reality and Mixed Reality Mindfulness Breathing Exercise for Emotional Well-Being and Cognitive Functions in University Students: Within-Subjects Experimental Design Study
VR and MR guided the breathing exercises. A live physiological input controlling the exercise was unverified.
- Virtual reality mindfulness training for veterans in residential substance use treatment: Pilot study of feasibility and acceptability
A feasibility study of VR mindfulness in residential substance use treatment. A live physiological feedback loop was unverified.
- Emotional intelligence training improves stress regulation and performance in high-stress occupations
The emotional intelligence training trial measured cortisol and task performance.
- Does Virtual Reality Training Increase Mindfulness in Aboriginal Out-of-Home Care Children?
The NSW Aboriginal youth study measured HRV before and during the VR body scan.
- Findings from the Tushirikiane-4-MH (supporting each other for mental health) mobile health–supported virtual reality randomized controlled trial among urban refugee youth in Kampala, Uganda
The Kampala trial tested VR and group support for refugee youth.
- Improving mental health in low-resource settings: A feasibility randomized controlled trial of a transdiagnostic psychological intervention among Burundian refugee adolescents and their caregivers
The Tanzania feasibility trial tested a facilitator-led psychological intervention.
- Evaluation of an integrated intervention to reduce psychological distress and intimate partner violence in refugees: Results from the Nguvu cluster randomized feasibility trial
The Nguvu trial tested a community intervention for refugee women in Tanzania.
- Effects of a WHO-guided digital health intervention for depression in Syrian refugees in Lebanon: A randomized controlled trial
The Lebanon trial tested guided digital self-help.
- Effectiveness of a WHO self-help psychological intervention for preventing mental disorders among Syrian refugees in Turkey: a randomized controlled trial
The Türkiye trial tested facilitator-led audio and illustrated self-help.
Signal or implementation unclear (4)
- Integrating Cognitive Behavioral Therapy and Heart Rate Variability Biofeedback in Virtual Reality, Augmented Reality, and Mixed Reality as a Mental Health Intervention
The workshop abstract describes simulated HRV feedback and a planned comparison. Live sensing in participants is unverified.
- Ephemeral Breath: Non-contact Biofeedback System in Habitual Behaviors for Everyday Mindfulness
The accessible conference record identifies non-contact biofeedback. The sensing method and participant evaluation need confirmation.
- Flowing Landscapes: A Motion-Synced In-Car VR Mindfulness Experience with Biofeedback-Driven Adjustments for Motion Sickness
The abstract confirms physiology-driven adjustments during testing with 20 people. It leaves the specific signal unidentified.
- Vagal Nerve Biofeedback Intervention for Improving Health Outcomes Among Ukrainian Forced Migrants: A Proof-of-Concept Study
The authors describe live HRV feedback as a technique. Their procedure specifies resting HRV measurements before and after practice. They leave the participant’s access to a live display during the exercise unclear.
Featured research institutions
Orygen
Youth mental health, participation, digital support and pathways to care.
20 publications in the collectionBlack Dog Institute
Youth mental health, help-seeking, creative participation and digital interventions.
Institutional groups overlap. These publications form part of the 105-record collection.
Across the full collection
Explore by topic
From research to the Lab
“Direct response” connects the programme to documented needs and access barriers. “Inspired by” connects its design to relevant research. The collection includes supportive, mixed and null findings; it does not establish the effects of the combined Lab experience.
Age ranges and study methods vary. Each paper retains its findings and limitations in Informatics. The mantra section records research context; no new mantra paper met this collection’s selected-methods inclusion threshold.
Browse the wider youth research library