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执行任务时的错误比机会成本更能促使人们避免努力。

On-task errors drive effort avoidance more than opportunity costs.

作者信息

Embrey Jake R, Mason Alice, Donkin Chris, Newell Ben R

机构信息

Booth School of Business, University of Chicago.

Department of Psychology, University of Bath.

出版信息

J Exp Psychol Gen. 2025 Jul;154(7):1916-1938. doi: 10.1037/xge0001752. Epub 2025 Apr 14.

DOI:10.1037/xge0001752
PMID:40232805
Abstract

While trying to complete arduous tasks (e.g., emails, grading), our attention is often mired by the desire to disengage. Opportunity cost theories of mental effort argue that rather than our "sense of effort" being a cognitive limitation, it is an adaptive signal which repels us from unrewarding tasks toward worthwhile alternatives; in short, this signal ensures our cognitive resources are not spent on fruitless pursuits. The current work tests the primary predictions of the opportunity cost theory of effort: That our phenomenology during a cognitively demanding task (sense of effort and boredom), and subsequent on-task behavior (response times and accuracy), are affected by the value of the available alternatives. Over three experiments, manipulating both the extrinsic value (i.e., monetary reward) and intrinsic value of alternative tasks (i.e., how enjoyable the task is), we find no evidence in favor of opportunity cost theories. In Experiment 1, we observe no effect of the extrinsic value of an alternative on participants' subjective ratings or behavior during a primary task. In Experiments 2 and 3, while participants' subjective ratings of a primary task (e.g., sense of effort and boredom) may be affected by the intrinsic value of an alternative, we observe no commensurate changes in participants' performance, as measured by accuracy and response times. We explore the consequences of these results for theories of cognitive effort aversion and detail plausible alternative models, such as error aversion. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

摘要

在尝试完成艰巨任务(如回复邮件、批改作业)时,我们的注意力常常因想要逃避的欲望而陷入困境。心理努力的机会成本理论认为,我们的“努力感”并非认知局限,而是一种适应性信号,它将我们从不值得的任务中推开,转向有价值的选择;简而言之,这个信号确保我们的认知资源不会浪费在无果的追求上。当前的研究检验了努力的机会成本理论的主要预测:即在一项认知要求较高的任务中,我们的现象学体验(努力感和无聊感)以及随后的任务行为(反应时间和准确性)会受到可获得替代任务的价值的影响。在三项实验中,我们操纵了替代任务的外在价值(即金钱奖励)和内在价值(即任务的趣味性),但没有发现支持机会成本理论的证据。在实验1中,我们观察到替代任务的外在价值对参与者在主要任务中的主观评分或行为没有影响。在实验2和实验3中,虽然参与者对主要任务的主观评分(如努力感和无聊感)可能会受到替代任务内在价值的影响,但我们观察到,以准确性和反应时间衡量,参与者的表现并没有相应变化。我们探讨了这些结果对认知努力厌恶理论的影响,并详细阐述了一些合理的替代模型,如错误厌恶。(PsycInfo数据库记录(c)2025美国心理学会,保留所有权利)

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