fNIRS Neurofeedback Training Using Virtual Reality in Children With ADHD
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)
1 other identifier
interventional
138
1 country
1
Brief 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. 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.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P50-P75 for not_applicable
Started Jun 2023
Typical duration for not_applicable
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
May 22, 2023
CompletedStudy Start
First participant enrolled
June 1, 2023
CompletedFirst Posted
Study publicly available on registry
June 18, 2023
CompletedPrimary Completion
Last participant's last visit for primary outcome
January 11, 2026
CompletedStudy Completion
Last participant's last visit for all outcomes
January 11, 2026
CompletedOctober 26, 2024
October 1, 2024
2.6 years
May 22, 2023
October 22, 2024
Conditions
Keywords
Outcome Measures
Primary Outcomes (16)
Conners Continuous Performance Test 3rd Edition (CPT 3)
A standardized computerized test on sustained attention and inhibitory control
Pre-intervention Assessment (within 4 weeks before the commencement of the intervention)
Conners Continuous Performance Test 3rd Edition (CPT 3)
A standardized computerized test on sustained attention and inhibitory control
Immediate Post-intervention Assessment (within 4 weeks after the completion of the intervention)
Conners Continuous Performance Test 3rd Edition (CPT 3)
A standardized computerized test on sustained attention and inhibitory control
Delayed Post-intervention Assessment (a 2-month follow up after the completion of the intervention)
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.
Pre-intervention Assessment (within 4 weeks before the commencement of the intervention)
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.
Immediate Post-intervention Assessment (within 4 weeks after the completion of the intervention)
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.
Delayed Post-intervention Assessment (a 2-month follow up after the completion of the intervention)
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.
Pre-intervention Assessment (within 4 weeks before the commencement of the intervention)
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.
Immediate Post-intervention Assessment (within 4 weeks after the completion of the intervention)
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.
Delayed Post-intervention Assessment (a 2-month follow up after the completion of the intervention)
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.
Pre-intervention Assessment (within 4 weeks before the commencement of the intervention)
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.
Immediate Post-intervention Assessment (within 4 weeks after the completion of the intervention)
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.
Delayed Post-intervention Assessment (a 2-month follow up after the completion of the intervention)
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.
Pre-intervention Assessment (within 4 weeks before the commencement of the intervention)
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.
Up to 8 to 10 weeks (within the intervention period)
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.
Immediate Post-intervention Assessment (within 4 weeks after the completion of the intervention)
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.
Delayed Post-intervention Assessment (a 2-month follow up after the completion of the intervention)
Secondary Outcomes (6)
Children's ADHD symptoms
Pre-intervention Assessment (within 4 weeks before the commencement of the intervention)
Children's ADHD symptoms
Immediate Post-intervention Assessment (within 4 weeks after the completion of the intervention)
Children's ADHD symptoms
Delayed Post-intervention Assessment (a 2-month follow up after the completion of the intervention)
Behavioural ratings on children's executive functions
Pre-intervention Assessment (within 4 weeks before the commencement of the intervention)
Behavioural ratings on children's executive functions
Immediate Post-intervention Assessment (within 4 weeks after the completion of the intervention)
- +1 more secondary outcomes
Other Outcomes (2)
Children's enjoyment of the training
Immediate Post-intervention Assessment (within 4 weeks after the completion of the intervention)
Feasibility of conducting VR training within children
Up to 8 to 10 weeks (within the intervention period)
Study Arms (3)
Experimental Group: fNIRS Neurofeedback-VR Training Group
EXPERIMENTALThe 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.
Active Control Group: Computerized Cognitive Training Group
ACTIVE 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.
Waitlist Control Group
OTHERThe 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.
Interventions
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.
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.
Eligibility Criteria
You may qualify if:
- Children aged 7- 12
- Clinical diagnosis of ADHD
- Significant teacher- or parent-reported attention problems during screening
You may not qualify if:
- 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
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
The University of Hong Kong
Hong Kong, Hong Kong
Related Publications (2)
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.
BACKGROUNDZheng 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.
PMID: 39645257DERIVED
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Kathy Kar Man SHUM, Dr.
The University of Hong Kong
Central Study Contacts
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- SINGLE
- Who Masked
- PARTICIPANT
- Masking Details
- Participants will be randomly allocated into groups.
- Purpose
- TREATMENT
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Associate Professor
Study Record Dates
First Submitted
May 22, 2023
First Posted
June 18, 2023
Study Start
June 1, 2023
Primary Completion
January 11, 2026
Study Completion
January 11, 2026
Last Updated
October 26, 2024
Record last verified: 2024-10
Data Sharing
- IPD Sharing
- Will share
- Shared Documents
- STUDY PROTOCOL
- Time Frame
- Beginning immediately after publication and ending 5 years after publication.
- Access Criteria
- To gain access, requestors will need to provide a clear research aim or methodological sound research plan directed to the principal investigator (kkmshum@hku.hk).
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.