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ADHDNCT05906485

fNIRS Neurofeedback Training Using Virtual Reality in Children With ADHD

A study testing fNIRS Neurofeedback-VR Training and Computerized Cognitive Training in people with ADHD, run by The University of Hong Kong at 1 site in Hong Kong.

Completed

Finished. The study has ended and is not enrolling. Results may be posted on the official record.

Official record
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Trial summary

The study aims to explore the effectiveness of neurofeedback training on improving attention and inhibitory control of children with attention-deficit/hyperactivity disorder (ADHD) in Hong Kong. Read more about this study

Who is it for?
Ages 7 to 12 years
Conditions the study is for
ADHD
What is being tested?
fNIRS Neurofeedback-VR Training and Computerized Cognitive Training
Could I receive a placebo?
No, everyone receives an active treatment
How many people
138 participants
Where
1 siteHong Kong
Study dates
10 Jun 2023to 23 Dec 2024
Phase
Interventional
Are there results?
None posted in the registry

Key requirements

Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.

  • Ages 7 to 12 years
  • All sexes
  • No healthy volunteers
  • Child

Who may be able to join

  • Children aged 7- 12
  • Clinical diagnosis of ADHD
  • Significant teacher- or parent-reported attention problems during screening

Who cannot join

  • IQ under 70, as measured on Raven's Progressive Matrices
  • Hearing, visual, or physical impairments that might hinder participation in the training and assessment activities
  • Clinical diagnosis and suspected cases of Autism Spectrum Disorder (ASD)
  • Prior or current participation in NFT
  • Current participation in a psychotherapeutic treatment

Trial locations and contacts

1 site in 1 country.

Hong Kong1 site
  • The University of Hong Kong

    Hong Kong

Other trials in Hong Kong

About this study

Official title: Randomized Controlled Trials of the Effects of Near-infrared Spectroscopy (fNIRS) Neurofeedback Training Coupled With Virtual Reality Technology in Children With Attention-Deficit/Hyperactivity Disorder (ADHD)

The study aims to explore the effectiveness of neurofeedback training on improving attention and inhibitory control of children with attention-deficit/hyperactivity disorder (ADHD) in Hong Kong. This study will contribute to the current understanding of the alternative treatments for ADHD, and hopefully help to mobilize more resources to support children with ADHD. The programme includes the following components:

Participants will be randomly assigned to the neurofeedback training group (with virtual reality [VR] technology applied), the computerized cognitive training group, or the waitlist control group. All participants will complete a total of 16 training sessions in 8 weeks (twice a week), and each session will last around 35 to 60 mins.

To investigate the intervention effectiveness, children will be asked to complete a set of cognitive tests covering inhibitory control, attention, and working memory prior to the intervention (i.e., Time 1), immediately after the 8-week training (i.e., Time 2), and 2 months after the training (i.e., Time 3, a 2-month follow up). The assessment will take around 1 hour and it will be conducted at the laboratory at the University of Hong Kong. Also, parents and teachers will be asked to complete a questionnaire assessing children's behaviours at home and schools at 3 timepoints.

Conditions
ADHD
Being tested
fNIRS Neurofeedback-VR Training, Computerized Cognitive Training
Keywords
fNIRS Neurofeedback Training, Virtual Reality, Children with ADHD
Medical subject headings
Attention Deficit Disorder with Hyperactivity

What participants receive

What participants receive. In a randomised study each person is assigned to one group by chance.

  • fNIRS Neurofeedback-VR TrainingBehavioural

    In the fNIRS Neurofeedback-VR Training, we have designed a classroom scenario modeled and children are expected to learn how to regulate their attention based on the feedback provided by the fNIRS on the oxygenated haemoglobin level in their prefrontal cortex.

  • Computerized Cognitive TrainingBehavioural

    In the Computerized Cognitive Training, children will complete a range of tasks covering attention control and working memory using a conventional training programme, namely Cogmed.

Study groups in NCT05906485
Study groupRoleWhat they receive
Experimental Group: fNIRS Neurofeedback-VR Training GroupExperimentalThe experimental group will receive 16 sessions of training, 1 hour each, conducted twice per week over a period of 8 weeks. A classroom setting will be stimulated using VR and participants will be asked to complete some academic-related tasks during the stimulated lessons. The sensor on the neurofeedback device worn by the participants will detect changes in the blood oxy-hemoglobin level in brain cortical tissue and feedback to the participants via visual images or auditory sounds from the computer. Through practice, participants will learn to manipulate their attention, presumably by altering brain activities.
Receives: Behavioral: fNIRS Neurofeedback-VR Training
Active Control Group: Computerized Cognitive Training GroupActive comparatorThe computerized cognitive training group will receive 16 sessions of training, 35 minutes each, conducted twice per week over a period of 8 weeks. Participants will be asked to complete a set of computerized tasks using Cogmed, a digital training programme which is proven to enhance working memory and attention level in children.
Receives: Behavioral: Computerized Cognitive Training
Waitlist Control GroupOtherThe waitlist control group will not receive any intervention until the intervention arms complete their training. Depending on the availability, either the fNIRS Neurofeedback-VR Training or the Computerized Cognitive Training will be offered to this group.
Receives: Behavioral: fNIRS Neurofeedback-VR Training; Behavioral: Computerized Cognitive Training

What is being measured

The primary outcome is the main question the study is designed to answer.

  1. Conners Continuous Performance Test 3rd Edition (CPT 3)

    A standardized computerized test on sustained attention and inhibitory control

    Measured: Pre-intervention Assessment (within 4 weeks before the commencement of the intervention)

  2. Conners Continuous Performance Test 3rd Edition (CPT 3)

    A standardized computerized test on sustained attention and inhibitory control

    Measured: Immediate Post-intervention Assessment (within 4 weeks after the completion of the intervention)

  3. Conners Continuous Performance Test 3rd Edition (CPT 3)

    A standardized computerized test on sustained attention and inhibitory control

    Measured: Delayed Post-intervention Assessment (a 2-month follow up after the completion of the intervention)

  4. Number subtest of Children's Memory Scale (CMS)

    A verbal working memory test using digit span, with a higher score indicating a higher level of verbal working memory. The total score of this test ranges from 0 to 30.

    Measured: Pre-intervention Assessment (within 4 weeks before the commencement of the intervention)

  5. Number subtest of Children's Memory Scale (CMS)

    A verbal working memory test using digit span, with a higher score indicating a higher level of verbal working memory. The total score of this test ranges from 0 to 30.

    Measured: Immediate Post-intervention Assessment (within 4 weeks after the completion of the intervention)

  6. Number subtest of Children's Memory Scale (CMS)

    A verbal working memory test using digit span, with a higher score indicating a higher level of verbal working memory. The total score of this test ranges from 0 to 30.

    Measured: Delayed Post-intervention Assessment (a 2-month follow up after the completion of the intervention)

  7. Opposite Worlds subtest of the Test of Everyday Attention for Children (TEA-CH)

    A measure of attentional control/switching that requires the child to make cognitive reversals.

    Measured: Pre-intervention Assessment (within 4 weeks before the commencement of the intervention)

  8. Opposite Worlds subtest of the Test of Everyday Attention for Children (TEA-CH)

    A measure of attentional control/switching that requires the child to make cognitive reversals.

    Measured: Immediate Post-intervention Assessment (within 4 weeks after the completion of the intervention)

  9. Opposite Worlds subtest of the Test of Everyday Attention for Children (TEA-CH)

    A measure of attentional control/switching that requires the child to make cognitive reversals.

    Measured: Delayed Post-intervention Assessment (a 2-month follow up after the completion of the intervention)

  10. Creature Counting subtest of the Test of Everyday Attention for Children (TEA-CH)

    A measure of attentional control and switching that requires children to repeatedly switch between two simple activities, counting upward and counting downward.

    Measured: Pre-intervention Assessment (within 4 weeks before the commencement of the intervention)

  11. Creature Counting subtest of the Test of Everyday Attention for Children (TEA-CH)

    A measure of attentional control and switching that requires children to repeatedly switch between two simple activities, counting upward and counting downward.

    Measured: Immediate Post-intervention Assessment (within 4 weeks after the completion of the intervention)

  12. Creature Counting subtest of the Test of Everyday Attention for Children (TEA-CH)

    A measure of attentional control and switching that requires children to repeatedly switch between two simple activities, counting upward and counting downward.

    Measured: Delayed Post-intervention Assessment (a 2-month follow up after the completion of the intervention)

  13. Functional NIRS

    The levels of oxygenated and deoxygenated hemoglobin of the prefrontal cortex will be measured throughout the training sessions and direct assessments using functional NIRS.

    Measured: Pre-intervention Assessment (within 4 weeks before the commencement of the intervention)

  14. Functional NIRS

    The levels of oxygenated and deoxygenated hemoglobin of the prefrontal cortex will be measured throughout the training sessions and direct assessments using functional NIRS.

    Measured: Up to 8 to 10 weeks (within the intervention period)

  15. Functional NIRS

    The levels of oxygenated and deoxygenated hemoglobin of the prefrontal cortex will be measured throughout the training sessions and direct assessments using functional NIRS.

    Measured: Immediate Post-intervention Assessment (within 4 weeks after the completion of the intervention)

  16. Functional NIRS

    The levels of oxygenated and deoxygenated hemoglobin of the prefrontal cortex will be measured throughout the training sessions and direct assessments using functional NIRS.

    Measured: Delayed Post-intervention Assessment (a 2-month follow up after the completion of the intervention)

Secondary outcomes (6)
  1. Children's ADHD symptoms

    Parents and teachers will be asked to complete the Swanson, Nolan, and Pelham Version IV Scale (SNAP-IV) measuring children's inattentive, hyperactive and impulsive symptoms with a 4-point Likert scale (ranges from 0 to 3). The minimum total score is 0 while the maximum total score is 78, with a higher score indicating a higher level of inattentive, hyperactive and impulsive symptoms.

    Measured: Pre-intervention Assessment (within 4 weeks before the commencement of the intervention)

  2. Children's ADHD symptoms

    Parents and teachers will be asked to complete the Swanson, Nolan, and Pelham Version IV Scale (SNAP-IV) measuring children's inattentive, hyperactive and impulsive symptoms with a 4-point Likert scale (ranges from 0 to 3). The minimum total score is 0 while the maximum total score is 78, with a higher score indicating a higher level of inattentive, hyperactive and impulsive symptoms.

    Measured: Immediate Post-intervention Assessment (within 4 weeks after the completion of the intervention)

  3. Children's ADHD symptoms

    Parents and teachers will be asked to complete the Swanson, Nolan, and Pelham Version IV Scale (SNAP-IV) measuring children's inattentive, hyperactive and impulsive symptoms with a 4-point Likert scale (ranges from 0 to 3). The minimum total score is 0 while the maximum total score is 78, with a higher score indicating a higher level of inattentive, hyperactive and impulsive symptoms.

    Measured: Delayed Post-intervention Assessment (a 2-month follow up after the completion of the intervention)

  4. Behavioural ratings on children's executive functions

    Parents and teachers will be asked to complete Behavior Rating Inventory of Executive Function, Second Edition (BRIEF2) measuring a range of executive functions, including behavioural, emotional and cognitive regulation

    Measured: Pre-intervention Assessment (within 4 weeks before the commencement of the intervention)

  5. Behavioural ratings on children's executive functions

    Parents and teachers will be asked to complete Behavior Rating Inventory of Executive Function, Second Edition (BRIEF2) measuring a range of executive functions, including behavioural, emotional and cognitive regulation

    Measured: Immediate Post-intervention Assessment (within 4 weeks after the completion of the intervention)

  6. Behavioural ratings on children's executive functions

    Parents and teachers will be asked to complete Behavior Rating Inventory of Executive Function, Second Edition (BRIEF2) measuring a range of executive functions, including behavioural, emotional and cognitive regulation

    Measured: Delayed Post-intervention Assessment (a 2-month follow up after the completion of the intervention)

Timeline

From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.

  1. First posted18 Jun 2023
  2. Study start10 Jun 2023
  3. Primary completion23 Dec 2024
  4. Study completion23 Dec 2024

Resources

More details

For doctors and researchers: how the study is designed, who runs it, and its registry IDs.

Study design
Study type
Interventional
Phase
Phase N/A
Primary purpose
Treatment
Allocation
Randomised
Intervention model
Parallel groups
Model description
Experimental group: receives 8-week functional near-infrared spectroscopy (fNIRS) neurofeedback training (coupled with virtual reality) in Phase 1, twice per week, each lasts 1 hour. Active control group: receives 8-weeks computerized cognitive training in Phase 1, twice per week, each lasts 35 minutes. Waitlist control group: either receives 8-weeks fNIRS neurofeedback training (coupled with virtual reality) or computerized cognitive training in Phase 2 (i.e., after the completion of training for intervention group and active control group).
Masking
Single blind
Who is masked
Participant
Enrolment
138 participants (actual)
IDs, dates and publications
ClinicalTrials.gov ID
NCT05906485
Sponsor's protocol ID
EA200247
Status last verified
Apr 2026
First submitted
22 May 2023
Last updated
7 Apr 2026
Results posted
No
Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
Individual data sharing
Yes: The de-identified individual participant data collected during the trial will be available upon reasonable request. A study protocol of the current study will be available as well.

Publications

  • Blume, F., Quixal, M., Hudak, J., Dresler, T., Gawrilow, C., & Ehlis, A. C. (2020). Development of Reading Abilities in Children with ADHD Following fNIRS-Neurofeedback or EMGBiofeedback. Lernen und Lernstörungen, 9(3) 2. Blume, F., Hudak, J., Dresler, T., Ehlis, A. C., Kühnhausen, J., Renner, T. J., & Gawrilow, C. (2017). NIRS-based neurofeedback training in a virtual reality classroom for children with attention-deficit/hyperactivity disorder: study protocol for a randomized controlled trial. Trials, 18(1), 1-16. 3. Marx, A.-M., Ehlis, A.-C., Furdea, A., Holtmann, M., Banaschewski, T., Brandeis, D., … Strehl, U. (2015). Near-infrared spectroscopy (NIRS) neurofeedback as a treatment for children with attention deficit hyperactivity disorder (ADHD): a pilot study. Frontiers in Human Neuroscience, 8(JAN), 1038. 4. Strehl, U., Leins, U., Goth, G., Klinger, C., Hinterberger, T., & Birbaumer, N. (2006). Selfregulation of slow cortical potentials: a new treatment for children with attentiondeficit/hyperactivity disorder. Pediatrics, 118(5), e1530-e1540. 5. Cogmed (2020). Cogmed Working Memory Training. Pearson Clinical Assessment UK. 6. Gau, S. S. F., Lin, C. H., Hu, F. C., Shang, C. Y., Swanson, J. M., Liu, Y. C., & Liu, S. K. (2008). Psychometric properties of the Chinese version of the Swanson, Nolan, and Pelham, version IV scale-Teacher Form. Journal of Pediatric Psychology, 34(8), 850-861. 7. Gau, S. S. F., Shang, C. Y., Liu, S. K., Lin, C. H., Swanson, J. M., Liu, Y. C., & Tu, C. L. (2008). Psychometric properties of the Chinese version of the Swanson, Nolan, and Pelham, version IV scale-parent form. International Journal of Methods in Psychiatric Research, 17(1), 35-44. 8. Gioia, G. A., Isquith, P. K., Guy, S. C., & Kenworthy, L. (2015). BRIEF-2, Behavior Rating Inventory of Executive Function (2nd Ed.). Psychological Assessment Resources, Inc. 9. Shum, K. K. M., Zheng, Q., Chak, G. S., Kei, K. T. L., Lam, C. W. C., Lam, I. K. Y., Lok, C. S. W., & Tang, J. W. Y. (2021). Dimensional structure of the BRIEF2 and its relations with ADHD symptoms and task performance on executive functions in Chinese children. Child Neuropsychology, 27(2), 165-189. 10. Conners, C. K. (2014). Conners Continuous Performance Test 3rd Edition (Conners CPT 3). Multi-Health Systems, Inc. 11. Cohen, M. J. (1997). Children's Memory Scale. The Psychological Corporation. 12. Manly et al. (1998). Test of Everyday Attention for Children. Pearson Clinical Assessment UK. 13. Volpe, R. J., DiPerna, J. C., Hintze, J. M., & Shapiro, E. S. (2005). Observing students in classroom settings: A review of seven coding schemes. School Psychology Review, 34(4), 454-474. 14. Kennedy, R. S., Lane, N. E., Berbaum, K. S., & Lilienthal, M. G. (1993). Simulator sickness questionnaire: An enhanced method for quantifying simulator sickness. The International Journal of Aviation Psychology, 3(3), 203-220. 15. Agarwal, R., & Karahanna, E. (2000). Time flies when you're having fun: Cognitive absorption and beliefs about information technology usage. MIS Quarterly, 24(4), 665-694.

  • Zheng Q, Kei KT, Chiu KY, Shum KK. Study protocol of a randomised controlled trial of the effects of near-infrared spectroscopy neurofeedback training coupled with virtual reality technology in children with ADHD. BMJ Open. 2024 Dec 7;14(12):e093183. doi: 10.1136/bmjopen-2024-093183.

    PubMed 39645257

Questions about this trial

What is this clinical trial studying?

A study testing fNIRS Neurofeedback-VR Training and Computerized Cognitive Training in people with ADHD, run by The University of Hong Kong at 1 site in Hong Kong.

The full registered description is in the About this study section and the official record.

Who may be eligible to take part?

The sponsor lists 3 inclusion and 5 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.

Is this clinical trial currently recruiting?

The record says: finished, as of the sponsor's last update on 7 Apr 2026. Status can change between updates, so confirm with the study contact before making plans.

Where is the study taking place?

The record lists 1 site in Hong Kong. Whether a site is taking part right now should be confirmed with that site. See every site.

What are the possible benefits and risks?

They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.

Are results available for this study?

The study is completed, but results are not available in the source record. That does not mean the treatment did or did not work.

How can a doctor refer a patient or contact the research team?

The record lists no contact. The official record names the sponsor, who can be asked directly. AzTrials does not enrol participants or take referrals.

What does the primary outcome measure?

Conners Continuous Performance Test 3rd Edition (CPT 3) (time frame: Pre-intervention Assessment (within 4 weeks before the commencement of the intervention)). The study lists 16 primary outcomes in all. It is what the study was designed to measure, not a finding.

Where can I read the original study information?

On the ClinicalTrials.gov record for NCT05906485, which also lists 2 linked publications.

Does a listing mean the treatment is approved or proven to work?

No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.

How often is this information updated?

AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 7 Apr 2026.

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