ArticlePloS one2020
Dispositional cognitive effort investment and behavioral demand avoidance: Are they related?
Article in PloS one, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Demand avoidance in value-based choice under risk: A behavioral and pupillometric examination.Cognitive, affective & behavioral neuroscience · 2026Article
- Shared and distinct features of common effort-based decision-making paradigms and their relation to brain structure and neuropsychiatric conditions: An integrated narrative review.Cognitive, affective & behavioral neuroscience · 2026Review
- The Role of Cognitive Effort in Emotion Regulation.Affective science · 2025Review
- Investigating an effort avoidance account of attentional strategy choice.Attention, perception & psychophysics · 2024Article
- Wagers for work: Decomposing the costs of cognitive effort.PLoS computational biology · 2024Article
- Effort Foraging Task reveals positive correlation between individual differences in the cost of cognitive and physical effort in humans.Proceedings of the National Academy of Sciences of the United States of America · 2023Article
- Need for Cognition is associated with a preference for higher task load in effort discounting.Scientific reports · 2023Article
- Estimating individual subjective values of emotion regulation strategies.Scientific reports · 2023Article
- Increased cognitive effort costs in healthy aging and preclinical Alzheimer's disease.Psychology and aging · 2023Article
- Cognitive effort investment: Does disposition become action?PloS one · 2023Article
- Is it cognitive effort you measure? Comparing three task paradigms to the Need for Cognition scale.PloS one · 2023Article
- Domain-general cognitive motivation: Evidence from economic decision-making - Final Registered Report.Cognitive research: principles and implications · 2022Article
- Domain-general cognitive motivation: evidence from economic decision-making.Cognitive research: principles and implications · 2021Article
- Dispositional individual differences in cognitive effort investment: establishing the core construct.BMC psychology · 2021Article
Corrections and comments
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Authors and funding
7 authors.
Funding
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Abstract
Individuals tend to avoid cognitive demand, yet, individual differences appear to exist. Recent evidence from two studies suggests that individuals high in the personality traits Self-Control and Need for Cognition that are related to the broader construct Cognitive Effort Investment are less prone to avoid cognitive demand and show less effort discounting. These findings suggest that cost-benefit models of decision-making that integrate the costs due to effort should consider individual differences in the willingness to exert mental effort. However, to date, there are almost no replication attempts of the above findings. For the present conceptual replication, we concentrated on the avoidance of cognitive demand and used a longitudinal design and latent state-trait modeling. This approach enabled us to separate the trait-specific variance in our measures of Cognitive Effort Investment and Demand Avoidance that is due to stable, individual differences from the variance that is due to the measurement occasion, the methods used, and measurement error. Doing so allowed us to test the assumption that self-reported Cognitive Effort Investment is related to behavioral Demand Avoidance more directly by relating their trait-like features to each other. In a sample of N = 217 participants, we observed both self-reported Cognitive Effort Investment and behavioral Demand Avoidance to exhibit considerable portions of trait variance. However, these trait variances were not significantly related to each other. Thus, our results call into question previous findings of a relationship between self-reported effort investment and demand avoidance. We suggest that novel paradigms are needed to emulate real-world effortful situations and enable better mapping between self-reported measures and behavioral markers of the willingness to exert cognitive effort.
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