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操控注意力有助于合作。

Manipulating attention facilitates cooperation.

作者信息

Lugrin Claire, Konovalov Arkady, Ruff Christian C

机构信息

Zurich Center for Neuroeconomics (ZNE), Department of Economics, University of Zurich, Zurich, Switzerland.

School of Psychology, University of Birmingham, Edgbaston, Birmingham, UK.

出版信息

Commun Psychol. 2025 Mar 17;3(1):39. doi: 10.1038/s44271-025-00206-9.

Abstract

Cooperation is essential for human societies, but not all individuals cooperate to the same degree. This is typically attributed to individual motives - for example, to be prosocial or to avoid risks. Here, we investigate whether cooperative behavior can, in addition, reflect what people pay attention to and whether cooperation may therefore be influenced by manipulations that direct attention. We first analyze the attentional patterns of participants playing one-shot Prisoner's Dilemma games and find that choices indeed relate systematically to attention to specific social outcomes, as well as to individual eye movement patterns reflecting attentional strategies. To test for the causal impact of attention independently of participants' prosocial and risk attitudes, we manipulate the task display and find that cooperation is enhanced when displays facilitate attention to others' outcomes. Machine learning classifiers trained on these attentional patterns confirm that attentional strategies measured using eye-tracking can accurately predict cooperation out-of-sample. Our findings demonstrate that theories of cooperation can benefit from incorporating attention and that attentional interventions can improve cooperative outcomes.

摘要

合作对人类社会至关重要,但并非所有个体的合作程度都相同。这通常归因于个体动机——例如,亲社会或规避风险。在此,我们研究合作行为是否此外还能反映人们关注的内容,以及合作是否因此可能受到引导注意力的操纵的影响。我们首先分析参与一次性囚徒困境博弈的参与者的注意力模式,发现选择确实与对特定社会结果的关注以及反映注意力策略的个体眼动模式系统相关。为了独立于参与者的亲社会和风险态度测试注意力的因果影响,我们操纵任务显示,发现当显示便于关注他人结果时合作会增强。基于这些注意力模式训练的机器学习分类器证实,使用眼动追踪测量的注意力策略可以准确地预测样本外的合作。我们的研究结果表明,合作理论可以从纳入注意力中受益,并且注意力干预可以改善合作结果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5bda/11914109/310d122e1f7b/44271_2025_206_Fig1_HTML.jpg

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