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The Effort Paradox: Effort Is Both Costly and Valued.
Trends Cogn Sci. 2018 Apr;22(4):337-349. doi: 10.1016/j.tics.2018.01.007. Epub 2018 Feb 21.
2
Learned industriousness.
Psychol Rev. 1992 Apr;99(2):248-67. doi: 10.1037/0033-295x.99.2.248.
3
Rewarding cognitive effort increases the intrinsic value of mental labor.
Proc Natl Acad Sci U S A. 2022 Feb 1;119(5). doi: 10.1073/pnas.2111785119.
4
Conscious cognitive effort in cognitive control.
Wiley Interdiscip Rev Cogn Sci. 2023 Mar;14(2):e1629. doi: 10.1002/wcs.1629. Epub 2022 Oct 20.
5
Neural Mechanisms for Adaptive Learned Avoidance of Mental Effort.
J Neurosci. 2018 Mar 7;38(10):2631-2651. doi: 10.1523/JNEUROSCI.1995-17.2018. Epub 2018 Feb 5.
6
Dopamine restores cognitive motivation in Parkinson's disease.
Brain. 2019 Mar 1;142(3):719-732. doi: 10.1093/brain/awy341.
7
Dopamine-Dependent Loss Aversion during Effort-Based Decision-Making.
J Neurosci. 2020 Jan 15;40(3):661-670. doi: 10.1523/JNEUROSCI.1760-19.2019. Epub 2019 Nov 14.
9
Dopaminergic medication increases motivation to exert cognitive control by reducing subjective effort costs in Parkinson's patients.
Neurobiol Learn Mem. 2022 Sep;193:107652. doi: 10.1016/j.nlm.2022.107652. Epub 2022 Jun 18.
10
Computational mechanisms underlying the dynamics of physical and cognitive fatigue.
Cognition. 2023 Nov;240:105603. doi: 10.1016/j.cognition.2023.105603. Epub 2023 Aug 28.

引用本文的文献

1
Effortful leisure is a source of meaning in everyday life.
Commun Psychol. 2025 Jul 24;3(1):112. doi: 10.1038/s44271-025-00292-9.
2
Predicting the achievement emotions of elementary and middle school students in online learning based on control-value theory.
Front Psychol. 2025 Jul 4;16:1601052. doi: 10.3389/fpsyg.2025.1601052. eCollection 2025.
4
Cholinergic modulation of dopamine release drives effortful behavior.
bioRxiv. 2025 Jun 21:2025.06.18.660394. doi: 10.1101/2025.06.18.660394.
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The temporal dynamics of metacognitive experiences track rational adaptations in task performance.
Commun Psychol. 2025 Jul 3;3(1):96. doi: 10.1038/s44271-025-00282-x.
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Disentangling the effects of task difficulty and effort on flow experience.
Psychol Res. 2025 Jun 26;89(4):113. doi: 10.1007/s00426-025-02128-x.
9
Achievement (not effort) makes people feel entitled to rewards.
Proc Natl Acad Sci U S A. 2025 May 13;122(19):e2409131122. doi: 10.1073/pnas.2409131122. Epub 2025 May 8.
10
Evidence of a social evaluation penalty for using AI.
Proc Natl Acad Sci U S A. 2025 May 13;122(19):e2426766122. doi: 10.1073/pnas.2426766122. Epub 2025 May 8.

本文引用的文献

1
Neural systems of cognitive demand avoidance.
Neuropsychologia. 2019 Feb 4;123:41-54. doi: 10.1016/j.neuropsychologia.2018.06.016. Epub 2018 Jun 23.
2
The Interpersonal Sunk-Cost Effect.
Psychol Sci. 2018 Jul;29(7):1072-1083. doi: 10.1177/0956797617752641. Epub 2018 May 11.
3
Reward sensitivity following boredom and cognitive effort: A high-powered neurophysiological investigation.
Neuropsychologia. 2019 Feb 4;123:159-168. doi: 10.1016/j.neuropsychologia.2018.03.033. Epub 2018 Mar 27.
4
Cognitive capacity limitations and Need for Cognition differentially predict reward-induced cognitive effort expenditure.
Cognition. 2018 Mar;172:101-106. doi: 10.1016/j.cognition.2017.12.004. Epub 2017 Dec 13.
6
Anticipating cognitive effort: roles of perceived error-likelihood and time demands.
Psychol Res. 2019 Jul;83(5):1033-1056. doi: 10.1007/s00426-017-0943-x. Epub 2017 Nov 13.
7
Six Questions for the Resource Model of Control (and Some Answers).
Soc Personal Psychol Compass. 2015 Oct;9(10):511-524. doi: 10.1111/spc3.12200. Epub 2015 Oct 5.
8
A pre-registered naturalistic observation of within domain mental fatigue and domain-general depletion of self-control.
PLoS One. 2017 Sep 20;12(9):e0182980. doi: 10.1371/journal.pone.0182980. eCollection 2017.
9
When Novel Rituals Lead to Intergroup Bias: Evidence From Economic Games and Neurophysiology.
Psychol Sci. 2017 Jun;28(6):733-750. doi: 10.1177/0956797617695099. Epub 2017 Apr 27.
10
Examining depletion theories under conditions of within-task transfer.
J Exp Psychol Gen. 2017 Jul;146(7):988-1008. doi: 10.1037/xge0000290. Epub 2017 Apr 27.

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