SynthesisPLoS medicine2014
Computerized cognitive training in cognitively healthy older adults: a systematic review and meta-analysis of effect modifiers.
Synthesis in PLoS medicine, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 10 registered trials, which are not on this map. Cited by 440 papers, 27 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.
Remediation of Age-related Cognitive Decline: Vortioxetine and Cognitive Training
Efficacy of Multiple Nonpharmacological Interventions in Individuals With Subjective Memory Complaints
New Approaches for the Treatment of Early Stages of Cognitive Impairment in Neurodegenerative Diseases
Group-based Brain-computer Interface (BCI) Cognitive Training in Healthy Older Adults: An Evaluation of Programme Implementation and Effectiveness in Neighborhood Community Centers
The Cognitive and spOrt Virtual EPIC Training Study: INVESTIGATING THE EFFECTS OF HOME-BASED EXERCISE AND COGNITIVE TRAINING
Effectiveness on Cognition of a Cognitive Training Intervention Based on Modern Board and Card Games in Mild Cognitive Impairment Patients: a Randomized Controlled Trial
Home-based Cognitive Treatment of Early Stages of Cognitive Impairment in Neurodegenerative Diseases: Home CoRe
A Multicenter Randomized Single-blinded Clinical Trial to Investigate the Effects of a Home-based Cognitive Training for individualS Affected bY chroNic heArt Failure: an Individualized Program to increaSE Cognitive Functions
Efficacy of a Digital Health App Five Lives MED to Improve Cognitive Function in Patients With Mild Cognitive Impairment: a Randomised Controlled Trial
EMBRACE - From Vulnerable to Empowered: Implementation and Evaluation of a Multicomponent Program to Tackling Age-related Decline
Who cites it
440 citing papers in PubMed, 27 syntheses or guidelines pooled it.
- Can executive functions be improved by playing board games across the lifespan? A systematic review and meta-analysis.Applied psychology. Health and well-being · 2026Pooled it
- Domain-general behavioral gains and neural correlates of cognitive training in healthy populations: a neuroimaging meta-analysis.Behavioral and brain functions : BBF · 2026Pooled it
- Treatment of Dysphagia in Patients with Dementia: a Systematic Review and Meta-Analysis.Dysphagia · 2026Pooled it
- Rethinking exercise dose for cognitive ageing: a systematic review and meta-analysis of physical dose and cognitive-motor demands.Frontiers in psychology · 2026Pooled it
- Effects of aerobic exercise on cognition, sleep, and mood in healthy adults: a systematic review and meta-analysis of randomized controlled trials.Frontiers in human neuroscience · 2026Pooled it
- An umbrella review and meta-meta-analysis on the effectiveness of digital health interventions for cognitive function improvement in the elderly.European geriatric medicine · 2025Pooled it
- Neurobiological effects of music-making interventions for older adults: a systematic review.Aging clinical and experimental research · 2025Pooled it
- Use of Digital Health Technologies for Dementia Care: Bibliometric Analysis and Report.JMIR mental health · 2025Pooled it
- Limited and inconclusive effects of computer-based neurocognitive training on PTSD, comorbid depression and executive functioning: a systematic review and meta-analysis.Frontiers in psychology · 2025Pooled it
- Exploring the potential of artificial intelligence in individualized cognitive training: A systematic review.PloS one · 2025Pooled it
- Can we enhance working memory? Bias and effectiveness in cognitive training studies.Psychonomic bulletin & review · 2024Pooled it
- A systematic review about the importance of neuropsychological features in heart failure: is at heart the only failure?Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2024Pooled it
- Comparison of Cognitive Intervention Strategies for Individuals With Alzheimer's Disease: A Systematic Review and Network Meta-analysis.Neuropsychology review · 2024Pooled it
- Does Olfactory Training Improve Brain Function and Cognition? A Systematic Review.Neuropsychology review · 2024Pooled it
- Virtual reality applications based on instrumental activities of daily living (iADLs) for cognitive intervention in older adults: a systematic review.Journal of neuroengineering and rehabilitation · 2023Pooled it
- Behaviour Change Techniques in Computerized Cognitive Training for Cognitively Healthy Older Adults: A Systematic Review.Neuropsychology review · 2023Pooled it
- Multi-Domain Interventions for Dementia Prevention - A Systematic Review.The journal of nutrition, health & aging · 2023Pooled it
- A game-factors approach to cognitive benefits from video-game training: A meta-analysis.PloS one · 2023Pooled it
- Pooled it
- Effectiveness of Computerized Cognitive Training in Delaying Cognitive Function Decline in People With Mild Cognitive Impairment: Systematic Review and Meta-analysis.Journal of medical Internet research · 2022Pooled it
380 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundNew effective interventions to attenuate age-related cognitive decline are a global priority. Computerized cognitive training (CCT) is believed to be safe and can be inexpensive, but neither its efficacy in enhancing cognitive performance in healthy older adults nor the impact of design factors on such efficacy has been systematically analyzed. Our aim therefore was to quantitatively assess whether CCT programs can enhance cognition in healthy older adults, discriminate responsive from nonresponsive cognitive domains, and identify the most salient design factors. METHODS AND
findingsWe systematically searched Medline, Embase, and PsycINFO for relevant studies from the databases' inception to 9 July 2014. Eligible studies were randomized controlled trials investigating the effects of ≥ 4 h of CCT on performance in neuropsychological tests in older adults without dementia or other cognitive impairment. Fifty-two studies encompassing 4,885 participants were eligible. Intervention designs varied considerably, but after removal of one outlier, heterogeneity across studies was small (I(2) = 29.92%). There was no systematic evidence of publication bias. The overall effect size (Hedges' g, random effects model) for CCT versus control was small and statistically significant, g = 0.22 (95% CI 0.15 to 0.29). Small to moderate effect sizes were found for nonverbal memory, g = 0.24 (95% CI 0.09 to 0.38); verbal memory, g = 0.08 (95% CI 0.01 to 0.15); working memory (WM), g = 0.22 (95% CI 0.09 to 0.35); processing speed, g = 0.31 (95% CI 0.11 to 0.50); and visuospatial skills, g = 0.30 (95% CI 0.07 to 0.54). No significant effects were found for executive functions and attention. Moderator analyses revealed that home-based administration was ineffective compared to group-based training, and that more than three training sessions per week was ineffective versus three or fewer. There was no evidence for the effectiveness of WM training, and only weak evidence for sessions less than 30 min. These results are limited to healthy older adults, and do not address the durability of training effects.
conclusionsCCT is modestly effective at improving cognitive performance in healthy older adults, but efficacy varies across cognitive domains and is largely determined by design choices. Unsupervised at-home training and training more than three times per week are specifically ineffective. Further research is required to enhance efficacy of the intervention. Please see later in the article for the Editors' Summary.
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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.