ArticleFrontiers in aging neuroscience2019
Working Memory Capacity as a Predictor of Cognitive Training Efficacy in the Elderly Population.
Article in Frontiers in aging neuroscience, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07035327 (Effect of the Resistance-cognitive Dual-task Training on Frailty Status and Cognitive Function in Frail Community-dwelling Older Adults With Chronic Musculoskeletal Pain), which is not on this map. Cited by 31 papers, 3 of them syntheses that pooled it.
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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.
Effect of the Resistance-cognitive Dual-task Training on Frailty Status and Cognitive Function in Frail Community-dwelling Older Adults With Chronic Musculoskeletal Pain: A Pilot Randomized Controlled Trial
Who cites it
31 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Meta-analytic investigations of the effect of cognitive offloading on memory-based task performance and interindividual variability.Memory & cognition · 2026Pooled it
- Review of the Neural Processes of Working Memory Training: Controlling the Impulse to Throw the Baby Out With the Bathwater.Frontiers in psychiatry · 2020Pooled it
- A Systematic Review on Predictors of Working Memory Training Responsiveness in Healthy Older Adults: Methodological Challenges and Future Directions.Frontiers in aging neuroscience · 2020Pooled it
- Relational Integration Training Modulated the Frontoparietal Network for Fluid Intelligence: An EEG Microstates Study.Brain topography · 2025Trial
- Trial
- Learning ratio performance on a brief visual learning and memory test moderates cognitive training gains in Double Decision task in healthy older adults.GeroScience · 2024Trial
- The Role of Inhibitory Control in Moderating Working Memory Training Transfer: Evidence from a Preregistered Trial with Older Adults.Research square · 2026Article
- Pretraining neural and neuropsychological measures of executive functioning are associated with response to working memory training in Veterans with PTSD.Psychological medicine · 2026Article
- Mentes ativas (active minds): effects of a remote cognitive stimulation program.Dementia & neuropsychologia · 2026Article
- Audiovisual N-back training in older adults: Benefits to working memory and audiovisual integration.Attention, perception & psychophysics · 2025Article
- Cognitive training with adaptive algorithm improves cognitive ability in older people with MCI.Aging clinical and experimental research · 2025Article
- Capturing cognitive capacity in the everyday environment across a continuum of cognitive decline using a smartwatch n-back task and ecological momentary assessment.Neuropsychology · 2025Article
- The Mixed Role of Sleep and Time of Day in Working Memory Performance of Older Adults with Mild Cognitive Impairment.Healthcare (Basel, Switzerland) · 2024Article
- Racial differences in the effect of verbal and nonverbal memory on concrete planning for future care needs among older adults: a multi-group structural equation modeling approach.Neuropsychology, development, and cognition. Section B, Aging, neuropsychology and cognition · 2024Article
- Experimental investigation of training schedule on home-based working memory training in healthy older adults.Frontiers in psychology · 2023Article
- Unicorn, Hare, or Tortoise? Using Machine Learning to Predict Working Memory Training Performance.Journal of cognition · 2023Article
- The contribution of being physically active to successful aging.Frontiers in human neuroscience · 2023Article
- Artificial Cognitive Systems Applied in Executive Function Stimulation and Rehabilitation Programs: A Systematic Review.Arabian journal for science and engineering · 2023Article
- Age-Related Changes in Functional Connectivity during the Sensorimotor Integration Detected by Artificial Neural Network.Sensors (Basel, Switzerland) · 2022Article
- Event-Related Potentials as Markers of Efficacy for Combined Working Memory Training and Transcranial Direct Current Stimulation Regimens: A Proof-of-Concept Study.Frontiers in systems neuroscience · 2022Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Aging is associated with a decline in a wide range of cognitive functions and working memory (WM) deterioration is considered a main factor contributing to this. Therefore, any attempt to counteract WM decline seems to have a potential benefit for older adults. However, determination of whether such methods like WM trainings are effective is a subject of a serious debate in the literature. Despite a substantial number of training studies and several meta-analyses, there is no agreement on the matter of their effectiveness. The other important and still not fully explored issue is the impact of the preexisting level of intellectual functioning on the training's outcome. In our study we investigated the impact of WM training on variety of cognitive tasks performance among older adults and the impact of the initial WM capacity (WMC) on the training efficiency. 85 healthy older adults (55-81 years of age; 55 female, 30 males) received 5 weeks of training on adaptive dual N-back task (experimental group) or memory quiz (active controls). Cognitive performance was assessed before and after intervention with measures of WM, memory updating, inhibition, attention shifting, short-term memory (STM) and reasoning. We found post-intervention group independent improvements across all cognitive tests except for inhibition and STM. With multi-level analysis individual learning curves were modeled, which enabled examining of the intra-individual change in training and inter-individual differences in intra-individual changes. We observed a systematic and positive, but relatively small, learning trend with time. Moderator analyses with demographic characteristics as moderators showed no additional effects on learning curves. Only initial WMC level was a significant moderator of training effectiveness. Older adults with initially lower WMC improved less and reached lower levels of performance, compared to the group with higher WMC. Overall, our findings are in accordance with the research suggesting that post-training gains are within reach of older adults. Our data provide evidence supporting the presence of transfer after N-back training in older adults. More importantly, our findings suggest that it is more important to take into account an initial WMC level, rather than demographic characteristics when evaluating WM training in older adults.
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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.