A randomized controlled trial of a brain-computer interface based attention training program for ADHD

Objective : The use of brain-computer interface in neurofeedback therapy for attention deficit hyperactivity disorder (ADHD) is a relatively new approach. We conducted a randomized controlled trial (RCT) to determine whether an 8-week brain computer interface (BCI)-based attention training program i...

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Main Authors: Lim, Choon Guan, Guan, Cuntai, Bautista, Dianne, Cheung, Yin Bun, Zhang, Haihong, Yeo, Si Ning, Krishnan, Ranga, Lee, Tih Shih, Poh, Wendy Xue Wei, Fung, Daniel Shuen Sheng
Other Authors: Martinuzzi, Andrea
Format: Article
Language:English
Published: 2019
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Online Access:https://hdl.handle.net/10356/105984
http://hdl.handle.net/10220/48852
http://dx.doi.org/10.1371/journal.pone.0216225
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1059842019-12-06T22:02:11Z A randomized controlled trial of a brain-computer interface based attention training program for ADHD Lim, Choon Guan Guan, Cuntai Bautista, Dianne Cheung, Yin Bun Zhang, Haihong Yeo, Si Ning Krishnan, Ranga Lee, Tih Shih Poh, Wendy Xue Wei Fung, Daniel Shuen Sheng Martinuzzi, Andrea School of Computer Science and Engineering ADHD DRNTU::Engineering::Computer science and engineering Electroencephalography Objective : The use of brain-computer interface in neurofeedback therapy for attention deficit hyperactivity disorder (ADHD) is a relatively new approach. We conducted a randomized controlled trial (RCT) to determine whether an 8-week brain computer interface (BCI)-based attention training program improved inattentive symptoms in children with ADHD compared to a waitlist-control group, and the effects of a subsequent 12-week lower-intensity training. Study design : We randomized 172 children aged 6–12 attending an outpatient child psychiatry clinic diagnosed with inattentive or combined subtypes of ADHD and not receiving concurrent pharmacotherapy or behavioral intervention to either the intervention or waitlist-control group. Intervention involved 3 sessions of BCI-based training for 8 weeks, followed by 3 training sessions per month over the subsequent 12 weeks. The waitlist-control group received similar 20-week intervention after a wait-time of 8 weeks. Results : The participants’ mean age was 8.6 years (SD = 1.51), with 147 males (85.5%) and 25 females (14.5%). Modified intention to treat analyzes conducted on 163 participants with at least one follow-up rating showed that at 8 weeks, clinician-rated inattentive symptoms on the ADHD-Rating Scale (ADHD-RS) was reduced by 3.5 (SD 3.97) in the intervention group compared to 1.9 (SD 4.42) in the waitlist-control group (between-group difference of 1.6; 95% CI 0.3 to 2.9 p = 0.0177). At the end of the full 20-week treatment, the mean reduction (pre-post BCI) of the pooled group was 3.2 (95% CI 2.4 to 4.1). Conclusion : The results suggest that the BCI-based attention training program can improve ADHD symptoms after a minimum of 24 sessions and maintenance training may sustain this improvement. This intervention may be an option for treating milder cases or as an adjunctive treatment. NMRC (Natl Medical Research Council, S’pore) Published version 2019-06-20T02:14:37Z 2019-12-06T22:02:11Z 2019-06-20T02:14:37Z 2019-12-06T22:02:11Z 2019 Journal Article Lim, C. G., Poh, W. X. W., Fung, D. S. S., Guan, C., Bautista, D., Cheung, Y. B., . . . Lee, T. S. (2019). A randomized controlled trial of a brain-computer interface based attention training program for ADHD. PLOS ONE, 14(5), e0216225-. doi:10.1371/journal.pone.0216225 https://hdl.handle.net/10356/105984 http://hdl.handle.net/10220/48852 http://dx.doi.org/10.1371/journal.pone.0216225 en PLOS ONE © 2019 Lim et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 16 p. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic ADHD
DRNTU::Engineering::Computer science and engineering
Electroencephalography
spellingShingle ADHD
DRNTU::Engineering::Computer science and engineering
Electroencephalography
Lim, Choon Guan
Guan, Cuntai
Bautista, Dianne
Cheung, Yin Bun
Zhang, Haihong
Yeo, Si Ning
Krishnan, Ranga
Lee, Tih Shih
Poh, Wendy Xue Wei
Fung, Daniel Shuen Sheng
A randomized controlled trial of a brain-computer interface based attention training program for ADHD
description Objective : The use of brain-computer interface in neurofeedback therapy for attention deficit hyperactivity disorder (ADHD) is a relatively new approach. We conducted a randomized controlled trial (RCT) to determine whether an 8-week brain computer interface (BCI)-based attention training program improved inattentive symptoms in children with ADHD compared to a waitlist-control group, and the effects of a subsequent 12-week lower-intensity training. Study design : We randomized 172 children aged 6–12 attending an outpatient child psychiatry clinic diagnosed with inattentive or combined subtypes of ADHD and not receiving concurrent pharmacotherapy or behavioral intervention to either the intervention or waitlist-control group. Intervention involved 3 sessions of BCI-based training for 8 weeks, followed by 3 training sessions per month over the subsequent 12 weeks. The waitlist-control group received similar 20-week intervention after a wait-time of 8 weeks. Results : The participants’ mean age was 8.6 years (SD = 1.51), with 147 males (85.5%) and 25 females (14.5%). Modified intention to treat analyzes conducted on 163 participants with at least one follow-up rating showed that at 8 weeks, clinician-rated inattentive symptoms on the ADHD-Rating Scale (ADHD-RS) was reduced by 3.5 (SD 3.97) in the intervention group compared to 1.9 (SD 4.42) in the waitlist-control group (between-group difference of 1.6; 95% CI 0.3 to 2.9 p = 0.0177). At the end of the full 20-week treatment, the mean reduction (pre-post BCI) of the pooled group was 3.2 (95% CI 2.4 to 4.1). Conclusion : The results suggest that the BCI-based attention training program can improve ADHD symptoms after a minimum of 24 sessions and maintenance training may sustain this improvement. This intervention may be an option for treating milder cases or as an adjunctive treatment.
author2 Martinuzzi, Andrea
author_facet Martinuzzi, Andrea
Lim, Choon Guan
Guan, Cuntai
Bautista, Dianne
Cheung, Yin Bun
Zhang, Haihong
Yeo, Si Ning
Krishnan, Ranga
Lee, Tih Shih
Poh, Wendy Xue Wei
Fung, Daniel Shuen Sheng
format Article
author Lim, Choon Guan
Guan, Cuntai
Bautista, Dianne
Cheung, Yin Bun
Zhang, Haihong
Yeo, Si Ning
Krishnan, Ranga
Lee, Tih Shih
Poh, Wendy Xue Wei
Fung, Daniel Shuen Sheng
author_sort Lim, Choon Guan
title A randomized controlled trial of a brain-computer interface based attention training program for ADHD
title_short A randomized controlled trial of a brain-computer interface based attention training program for ADHD
title_full A randomized controlled trial of a brain-computer interface based attention training program for ADHD
title_fullStr A randomized controlled trial of a brain-computer interface based attention training program for ADHD
title_full_unstemmed A randomized controlled trial of a brain-computer interface based attention training program for ADHD
title_sort randomized controlled trial of a brain-computer interface based attention training program for adhd
publishDate 2019
url https://hdl.handle.net/10356/105984
http://hdl.handle.net/10220/48852
http://dx.doi.org/10.1371/journal.pone.0216225
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