ArticleJournal of experimental psychology. General2023
Effortfulness of visual working memory: Gauged by physical exertion.
Article in Journal of experimental psychology. General, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Mental cost of simple(st) physical exertion.Cognition · 2026Article
- Cognitive correlates of human endurance.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Effects of physical effort on temporal processing.Journal of experimental psychology. Human perception and performance · 2025Article
- Associating everything with everything else, all at once: Semantic associations facilitate visual working memory formation for real-world objects.Journal of experimental psychology. Human perception and performance · 2025Article
- The Emotional and Cognitive Effects of Synchronizing to Music During Acute Exercise: An fNIRS Study.Annals of the New York Academy of Sciences · 2025Article
- Getting a grip on visual search: Relating effort exertion to the control of attention.Attention, perception & psychophysics · 2025Review
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- Article
- Investigating the effects of perceptual complexity versus conceptual meaning on the object benefit in visual working memory.Cognitive, affective & behavioral neuroscience · 2024Article
- Detrimental effects of effortful physical exertion on a working memory dual-task in older adults.Psychology and aging · 2023Article
Corrections and comments
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Authors and funding
2 authors.
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Abstract
Active maintenance of information in working memory (WM) is an essential but effortful cognitive process. Yet, the effortful nature of WM remains poorly understood. Here, we constructed a model to evaluate how perceived effort of WM is directly compared to that of physical exertion. In Experiment 1, participants freely chose to either remember a certain number of colors in a visual WM task or hold a hand dynamometer to a required percentage of maximal voluntary contraction (%MVC) to obtain a fixed task credit upon successful task completion. We found that participants discounted WM-related effort in the same way as they discounted handgrip-related effort based on a computation of expected choice outcomes (hence utility) associated with different task loads. This rationality in an observer's prospective choice in Experiment 1 was generalized to retrospective choice in Experiment 2 where participants reported which task was more effortful immediately after they had performed both tasks in a randomized order without any reward or feedback. Experiment 3 further probed this shared mechanism using a dual-task paradigm. As predicted by our model, we found that physical exertion could disrupt the performance in the concurrent WM task, proportional to the iso-effort relationship between WM and physical exertion when task loads were high for both tasks. Collectively, our findings converge on a shared computational principle connecting task load, perceived effort, and choice utility across physical and cognitive domains. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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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.