ArticleBMC psychology2022
Mechanisms of processing speed training and transfer effects across the adult lifespan: protocol of a multi-site cognitive training study.
Article in BMC psychology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers, 1 of them a synthesis that pooled it.
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Who cites it
43 citing papers in PubMed, 1 synthesis or guideline pooled it, 31 citations in OpenAlex.
- Exploring the potential of artificial intelligence in individualized cognitive training: A systematic review.PloS one · 2025Pooled it
- Cognitive training effects are shaped more by individual brain dynamics than age-evidence from younger and older women.GeroScience · 2026Trial
- A randomised controlled trial of physical activity and cognitive training in older adults: the PhABHeaD study.Trials · 2026Trial
- The impact of psycho-physical training in esports on reaction time and decision-making in competitive athletes.BMC psychology · 2026Trial
- Child training in the Child ViReal Support Program: Combining iVR-based cognitive training and CBT techniques in a pilot study.PloS one · 2026Trial
- Does working memory training in children need to be adaptive? A randomized controlled trial.Child developmentTrial
- Attention and vigilance advantages related to formal musical training across childhood, adolescence and young adulthood.British journal of psychology (London, England : 1953) · 2026Article
- Review
- Up, down, and all around? Deciphering the boundary conditions for training-induced transfer effects within a set of hierarchically nested tasks.Quarterly journal of experimental psychology (2006) · 2026Article
- Cognitive control training as an add-on treatment for late-life depression: A multicenter randomized controlled trial.Internet interventions · 2026Article
- Improving cognitive performance through adaptive audiovisual perceptual training in community-dwelling older adults.BMC geriatrics · 2026Article
- The emergence of neuropsychiatric symptoms in preclinical Alzheimer's disease: An emotion regulation perspective.Neuron · 2026Review
- Optimizing action separation and integration through moderate practice.Psychonomic bulletin & review · 2026Article
- Different measures of working memory decline at different rates across adult ageing and dual task costs plateau in mid-life.Quarterly journal of experimental psychology (2006) · 2026Article
- Processing speed moderates the relationship between age and crystallized intelligence and influences the indirect effect of age on verbal working memory in middle-aged and older adults.Frontiers in aging neuroscience · 2026Article
- Can aerobic exercise really improve factors related to decision-making capacity in aging? What has been measured, what has been assumed, and what needs to change.Frontiers in sports and active living · 2026Review
- The Role of Reinforcement Learning in Pragmatic Reasoning Tasks: Modeling and Validating the Sources of Individual Differences.Open mind : discoveries in cognitive science · 2026Article
- Cognitive decision-making strategies in a haptic angle sorting task: a behavioral experimental study.Frontiers in neuroscience · 2026Article
- No Evidence of Transfer of Learning Between Problem-Solving Tasks Using Different Transformation Rules.Open mind : discoveries in cognitive science · 2026Article
- Unraveling the Link Between n-Back Working Memory and Algebraic Ability in Adolescents: Correlations and Training Effects.PsyCh journal · 2025Article
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 3 countries.
Funding
Abstract
backgroundIn recent years, cognitive training has gained popularity as a cost-effective and accessible intervention aiming at compensating for or even counteracting age-related cognitive declines during adulthood. Whereas the evidence for the effectiveness of cognitive training in general is inconsistent, processing speed training has been a notable successful exception, showing promising generalized benefits in untrained tasks and everyday cognitive functioning. The goal of this study is to investigate why and when processing speed training can lead to transfer across the adult lifespan. Specifically, we will test (1) whether training-induced changes in the rate of evidence accumulation underpin transfer to cognitive performance in untrained contexts, and (2) whether these transfer effects increase with stronger attentional control demands of the training tasks.
methodsWe will employ a multi-site, longitudinal, double-blinded and actively controlled study design with a target sample size of N = 400 adult participants between 18 and 85 years old. Participants will be randomly assigned to one of three processing speed training interventions with varying attentional control demands (choice reaction time, switching, or dual tasks) which will be compared to an active control group training simple reaction time tasks with minimal attentional control demands. All groups will complete 10 home-based training sessions comprising three tasks. Training gains, near transfer to the untrained tasks of the other groups, and far transfer to working memory, inhibitory control, reasoning, and everyday cognitive functioning will be assessed in the laboratory directly before, immediately after, and three months after training (i.e., pretest, posttest, and follow-up, respectively). We will estimate the rate of evidence accumulation (drift rate) with diffusion modeling and conduct latent-change score modeling for hypothesis testing. DISCUSSION: This study will contribute to identifying the cognitive processes that change when training speeded tasks with varying attentional control demands across the adult lifespan. A better understanding of how processing speed training affects specific cognitive mechanisms will enable researchers to maximize the effectiveness of cognitive training in producing broad transfer to psychologically meaningful everyday life outcomes. Trial registration Open Science Framework Registries, registration https://doi.org/10.17605/OSF.IO/J5G7E ; date of registration: 9 May 2022.
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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.