ArticleJournal of cognitive enhancement : towards the integration of theory and practice2020
Quantifying the Difference between Active and Passive Control Groups in Cognitive Interventions Using two Meta-Analytical Approaches.
Article in Journal of cognitive enhancement : towards the integration of theory and practice, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 7 of them syntheses that pooled it.
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Who cites it
34 citing papers in PubMed, 7 syntheses or guidelines pooled it.
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- Meta-analyses of randomized controlled trials assessing the effect of digital tools on step count and moderate-to-vigorous physical activity in healthy children and adolescents.Frontiers in digital health · 2026Pooled it
- Can we enhance working memory? Bias and effectiveness in cognitive training studies.Psychonomic bulletin & review · 2024Pooled it
- Near transfer to an unrelated N-back task mediates the effect of N-back working memory training on matrix reasoning.Nature human behaviour · 2022Pooled it
- The use of virtual reality and augmented reality in psychosocial rehabilitation for adults with neurodevelopmental disorders: A systematic review.Frontiers in psychiatry · 2022Pooled it
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- Evaluating the Effectiveness of a Roblox Video Game (Super U Story) in Improving Body Image Among Children and Adolescents in the United States: Randomized Controlled Trial.Journal of medical Internet research · 2025Trial
- A new program for systematically enhancing cognitive reserve in healthy adults: A pilot randomized active-controlled clinical trial.PloS one · 2025Trial
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- A randomized trial testing the effectiveness of virtual reality as a tool for pro-environmental dietary change.Scientific reports · 2022Trial
- Virtual reality video game improves high-fidelity memory in older adults.Scientific reports · 2021Trial
- The transfer effects of executive function training on prospective memory in children with learning difficulties: a longitudinal study.BMC psychology · 2026Article
- Acute effects of ultra-short aerobic and resistance, yoga-based mobility, and mindfulness meditation sessions on mental health: a randomized online study.Frontiers in sports and active living · 2026Article
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- Effects and Acceptability of a 1-Week Home-Based Virtual Reality Training for Supporting the Management of Stress and Anxiety: Randomized Pilot Trial.JMIR serious games · 2025Article
- Mapping neural effects of mindfulness-based cognitive therapy in ADHD using EEG microstates and machine learning models.Frontiers in psychiatry · 2025Article
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Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
Despite promising reports of broad cognitive benefit in studies of cognitive training, it has been argued that the reliance of many studies on no-intervention control groups (passive controls) make these reports difficult to interpret because placebo effects cannot be ruled out. Although researchers have recently been trying to incorporate more active controls, in which participants engage in an alternate intervention, previous work has been contentious as to whether this actually yields meaningfully different results. To better understand the influence of passive and active control groups on cognitive interventions, we conducted two meta-analyses to estimate their relative effect sizes. While the first one broadly surveyed the literature by compiling data from 34 meta-analyses, the second one synthesized data from 42 empirical studies that simultaneously employed both types of controls. Both analyses showed no meaningful performance difference between passive and active controls, suggesting that current active control placebo paradigms might not be appropriately designed to reliably capture these non-specific effects or that these effects are minimal in this literature.
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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.