Trial reportPloS one2013
A brain-computer interface based cognitive training system for healthy elderly: a randomized control pilot study for usability and preliminary efficacy.
Trial report in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 3 registered trials, which are not on this map. Cited by 43 papers, 10 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Effectiveness of a Brain-Computer Interface Based System for Cognitive Enhancement in the Normal Elderly
Effectiveness of a Brain-Computer Interface-based Programme for the Treatment of Autism Spectrum Disorder and Attention Deficit Hyperactivity Disorder in Children: A Pilot Study
Group-based Brain-computer Interface (BCI) Cognitive Training in Healthy Older Adults: An Evaluation of Programme Implementation and Effectiveness in Neighborhood Community Centers
Who cites it
43 citing papers in PubMed, 10 syntheses or guidelines pooled it, 116 citations in OpenAlex.
- Cognitive Training During Midlife: A Systematic Review and Meta-Analysis.Neuropsychology review · 2025Pooled it
- Effects of cognitive interventions with video games on cognition in healthy elderly people: a systematic review.Arquivos de neuro-psiquiatria · 2023Pooled it
- Differential effects of cognitive training modules in healthy aging and mild cognitive impairment: A comprehensive meta-analysis of randomized controlled trials.Psychology and aging · 2020Pooled it
- Computerised cognitive training for 12 or more weeks for maintaining cognitive function in cognitively healthy people in late life.The Cochrane database of systematic reviews · 2020Pooled it
- Computerised cognitive training for maintaining cognitive function in cognitively healthy people in midlife.The Cochrane database of systematic reviews · 2019Pooled it
- Computerised cognitive training for maintaining cognitive function in cognitively healthy people in late life.The Cochrane database of systematic reviews · 2019Pooled it
- Computerised cognitive training for preventing dementia in people with mild cognitive impairment.The Cochrane database of systematic reviews · 2019Pooled it
- Cognitive Interventions for Cognitively Healthy, Mildly Impaired, and Mixed Samples of Older Adults: A Systematic Review and Meta-Analysis of Randomized-Controlled Trials.Neuropsychology review · 2017Pooled it
- The effect of cognitive-based training for the healthy older people: A meta-analysis of randomized controlled trials.PloS one · 2017Pooled it
- A systematic review of hybrid brain-computer interfaces: Taxonomy and usability perspectives.PloS one · 2017Pooled it
- [Analysis of the effect of a program of cognitive stimulation in elderly people with normal aging in primary care: Randomized clinical trial].Atencion primaria · 2020Trial
- A pilot randomized controlled trial using EEG-based brain-computer interface training for a Chinese-speaking group of healthy elderly.Clinical interventions in aging · 2015Trial
- Dysfunction of hippocampal cells and its role in cognitive impairment.Neural regeneration research · 2026Article
- The Effectiveness of Cognitive Training Using Electroencephalography in Acute Stroke Cases.Journal of clinical medicine · 2026Article
- Article
- Evolving Therapeutic Landscape of Intracerebral Hemorrhage: Emerging Cutting-Edge Advancements in Surgical Robots, Regenerative Medicine, and Neurorehabilitation Techniques.Translational stroke research · 2025Review
- The Effect of the Mediterranean Diet-Integrated Gamified Home-Based Cognitive-Nutritional (GAHOCON) Training Programme for Older People With Cognitive Frailty: Pilot Randomized Controlled Trial.JMIR rehabilitation and assistive technologies · 2024Article
- Improving cognitive function in Chinese children with ADHD and/or RD through computerized working memory training.BMC psychology · 2024Article
- ChatGPT and BCI-VR: a new integrated diagnostic and therapeutic perspective for the accurate diagnosis and personalized treatment of mild cognitive impairment.Frontiers in human neuroscience · 2024Article
- Development of a serious game-based cognitive rehabilitation system for patients with brain injury.BMC psychiatry · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
unlabelledCognitive decline in aging is a pressing issue associated with significant healthcare costs and deterioration in quality of life. Previously, we reported the successful use of a novel brain-computer interface (BCI) training system in improving symptoms of attention deficit hyperactivity disorder. Here, we examine the feasibility of the BCI system with a new game that incorporates memory training in improving memory and attention in a pilot sample of healthy elderly. This study investigates the safety, usability and acceptability of our BCI system to elderly, and obtains an efficacy estimate to warrant a phase III trial. Thirty-one healthy elderly were randomized into intervention (n = 15) and waitlist control arms (n = 16). Intervention consisted of an 8-week training comprising 24 half-hour sessions. A usability and acceptability questionnaire was administered at the end of training. Safety was investigated by querying users about adverse events after every session. Efficacy of the system was measured by the change of total score from the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS) before and after training. Feedback on the usability and acceptability questionnaire was positive. No adverse events were reported for all participants across all sessions. Though the median difference in the RBANS change scores between arms was not statistically significant, an effect size of 0.6SD was obtained, which reflects potential clinical utility according to Simon's randomized phase II trial design. Pooled data from both arms also showed that the median change in total scores pre and post-training was statistically significant (Mdn = 4.0; p<0.001). Specifically, there were significant improvements in immediate memory (p = 0.038), visuospatial/constructional (p = 0.014), attention (p = 0.039), and delayed memory (p<0.001) scores. Our BCI-based system shows promise in improving memory and attention in healthy elderly, and appears to be safe, user-friendly and acceptable to senior users. Given the efficacy signal, a phase III trial is warranted.
trial registrationClinicalTrials.gov NCT01661894.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.