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The psychology of health. 健康心理学。
Pub Date : 2026-01-12 DOI: 10.1038/s44271-025-00385-5
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引用次数: 0
Individual differences in motives for costly punishment. 代价高昂的惩罚动机的个体差异。
Pub Date : 2026-01-12 DOI: 10.1038/s44271-025-00372-w
Scott Claessens, Quentin D Atkinson, Nichola J Raihani

Costly punishment is thought to be a key mechanism sustaining human cooperation. However, the motives for punitive behaviour remain unclear. Although often assumed to be motivated by a desire to convert cheats into cooperators, punishment is also consistent with other functions, such as levelling payoffs or improving one's relative position. We used six economic games to tease apart different motives for punishment and to explore whether different punishment strategies were associated with personality variables, political ideology, and religiosity. We used representative samples from the United Kingdom and the United States (N = 2010) to estimate the frequency of different punishment strategies in the population. The most common strategy was to never punish. For people who did punish, strategy use was more consistent with egalitarian motives than behaviour-change motives. Nevertheless, different punishment strategies were also associated with personality, social preferences, political ideology, and religiosity. Self-reports of behaviour in the games suggested that people have some insight into their punishment strategy. These findings highlight the multipurpose nature of human punishment and show how the different motives underpinning punishment decisions are linked with core character traits.

代价高昂的惩罚被认为是维持人类合作的关键机制。然而,惩罚行为的动机尚不清楚。尽管人们通常认为惩罚的动机是将骗子转变为合作者,但惩罚也有其他功能,比如平衡回报或改善一个人的相对地位。我们使用六个经济游戏来梳理不同的惩罚动机,并探索不同的惩罚策略是否与人格变量、政治意识形态和宗教信仰有关。我们使用来自英国和美国的代表性样本(N = 2010)来估计人群中不同惩罚策略的频率。最常见的策略是从不惩罚。对于实施惩罚的人来说,策略的使用更符合平等主义动机,而不是行为改变动机。然而,不同的惩罚策略也与个性、社会偏好、政治意识形态和宗教信仰有关。游戏中的自我行为报告表明,人们对自己的惩罚策略有所了解。这些发现强调了人类惩罚的多目的性质,并显示了支持惩罚决定的不同动机如何与核心性格特征联系在一起。
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引用次数: 0
Personality moderates associations between personal time and parental well-being. 人格调节个人时间与父母幸福感之间的关联。
Pub Date : 2026-01-12 DOI: 10.1038/s44271-026-00396-w
Theresa Pauly

This study aimed to examine whether daily personal time-time spent free from external demands and available for self-directed activities-relates to better affective well-being and healthier cortisol patterns in midlife parents, and whether personality traits moderate these associations. A sample of 318 parents (Mage = 40.06 years, SD = 7.54; 45% men) with underage children (Mage of youngest child = 7.61 years, SD = 5.19) completed up to 8 consecutive days of daily diaries (mood, personal time, stress exposure) and up to 4 days of saliva sampling (4 times/day) for cortisol analysis. Multilevel modeling examined within-person links between personal time, positive and negative affect, and diurnal cortisol slopes, controlling for daily stress. Results showed that on days when they had an opportunity for time to themselves, parents experienced higher positive affect, lower negative affect, and steeper cortisol slopes, indicating better stress recovery. The reduction in negative affect with personal time was stronger for parents high in neuroticism and openness, and high neuroticism was also linked with a stronger association between personal time and cortisol slopes. Findings underscore the potential restorative value of daily time to oneself for midlife parents, particularly those high in neuroticism and openness. In the context of the high demands of parenting, personal time may serve as a valuable resource for emotional renewal, solitude, self-care, self-connection, and recovery from daily parenting stress.

这项研究的目的是研究日常个人时间——不受外部需求的时间和自我指导活动的时间——是否与中年父母更好的情感幸福感和更健康的皮质醇模式有关,以及性格特征是否会调节这些联系。318名父母(年龄为40.06岁,SD = 7.54; 45%为男性)有未成年子女(年龄最小的孩子年龄为7.61岁,SD = 5.19),他们完成了连续8天的日常日记(情绪、个人时间、压力暴露)和长达4天的唾液样本(每天4次),用于皮质醇分析。多层模型检查了个人时间、积极和消极影响以及每日皮质醇斜率之间的联系,控制了日常压力。结果显示,在父母有机会独处的日子里,他们的积极情绪更高,消极情绪更低,皮质醇斜率更陡,这表明他们的压力恢复得更好。对于高神经质和开放性的父母,负面情绪的减少与个人时间的关系更强,高神经质的父母也与个人时间和皮质醇斜率之间的关系更强。研究结果强调了对中年父母,特别是那些高度神经质和开放性的父母来说,每天花时间给自己的潜在恢复价值。在养育子女的高要求背景下,个人时间可能是情感更新、独处、自我照顾、自我联系和从日常养育压力中恢复的宝贵资源。
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引用次数: 0
Metaphors of AI indicate that people increasingly perceive AI as warm and human-like. 人工智能的隐喻表明,人们越来越认为人工智能是温暖的、像人一样的。
Pub Date : 2026-01-09 DOI: 10.1038/s44271-025-00376-6
Myra Cheng, Angela Y Lee, Kristina Rapuano, Kate Niederhoffer, Alex Liebscher, Jeffrey Hancock

As AI-based technologies such as ChatGPT are increasingly used across various sectors, understanding how people conceptualize artificial intelligence (AI) is crucial for anticipating public response and developing AI technologies responsibly 1. We hypothesize that public perceptions of AI are rapidly evolving, and that these perceptions inform not only how people use AI, but also the extent to which they trust it and the role they believe it should play in their lives - if at all. However, beliefs about complex sociotechnical systems like AI are nuanced and hard to articulate2-4, especially using traditional self-reporting methods where people may struggle to clearly articulate their implicit attitudes about emerging technologies 5. To overcome these limitations, we collected over 12,000 open-ended metaphor responses over 12 months from a nationally representative U.S. sample and developed a systematic framework to quantitatively analyze them. Here we show that US Americans perceive AI as warm and competent, with attributions of human-likeness and warmth increasing significantly in the year after ChatGPT was introduced, and that these perceptions strongly predict trust and willingness to adopt AI technologies. We also identify important demographic variations, with women, older individuals, and people of color more likely to attribute human-like qualities to AI, helping explain disparities in trust and adoption rates. This scalable metaphor analysis approach enables tracking multifaceted public attitudes to inform AI governance, revealing how perceptions influence technology adoption across different populations.

随着ChatGPT等基于人工智能的技术越来越多地应用于各个领域,了解人们如何概念化人工智能(AI)对于预测公众反应和负责任地开发人工智能技术至关重要。我们假设公众对人工智能的看法正在迅速演变,这些看法不仅告诉人们如何使用人工智能,还告诉人们对人工智能的信任程度,以及他们认为人工智能在他们的生活中应该扮演的角色——如果有的话。然而,对人工智能等复杂社会技术系统的看法是微妙的,很难表达出来,特别是使用传统的自我报告方法,人们可能很难清楚地表达他们对新兴技术的含蓄态度。为了克服这些限制,我们在12个月内从具有全国代表性的美国样本中收集了超过12,000个开放式隐喻回复,并开发了一个系统框架来定量分析它们。在这里,我们表明美国人认为人工智能是温暖和有能力的,在引入ChatGPT后的一年中,人类相似和温暖的归因显着增加,并且这些感知强烈地预测了采用人工智能技术的信任和意愿。我们还发现了重要的人口统计学差异,女性、老年人和有色人种更有可能将人工智能归因于人类的特质,这有助于解释信任度和采用率的差异。这种可扩展的隐喻分析方法可以跟踪多方面的公众态度,为人工智能治理提供信息,揭示观念如何影响不同人群的技术采用。
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引用次数: 0
How online studies must increase their defences against AI. 在线学习必须如何加强对人工智能的防御。
Pub Date : 2026-01-08 DOI: 10.1038/s44271-025-00388-2
Gerrit Anders, Jürgen Buder, Frank Papenmeier, Markus Huff
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引用次数: 0
The misperception of Asian subgroup representation in STEM. 对STEM中亚洲亚群代表性的误解。
Pub Date : 2026-01-03 DOI: 10.1038/s44271-025-00389-1
A Chyei Vinluan, Michael W Kraus

The stereotype that Asian Americans excel in science and math has contributed to the narrative that they are overrepresented in STEM fields. However, U.S. Census data reveals this is not the case-there are significant disparities in STEM representation across Asian subgroups. The present research investigates whether U.S. participants are aware of these disparities. In Studies 1 and 2, we show that participants misperceive the STEM representation of Chinese, Japanese, Korean, Indian, Filipino, and Vietnamese subgroups. Study 3 demonstrates that these misperceptions persist despite changes in question framing and measurement. Furthermore, our findings suggest that these misperceptions are due to stereotypical expectations: participants view East Asian subgroups as more representative of Asian Americans and therefore more likely to be overrepresented in STEM, while perceiving Southeast Asian subgroups as less representative and more likely to be underrepresented. In a final study, we find that informing egalitarian-minded participants about these disparities increases support for racial equity-enhancing policies, and all participants' support for disaggregated data about Asian subgroups. Overall, our findings indicate that many U.S. participants are unaware of the within-group disparities among Asian Americans and underscore the importance of collecting and reporting data at the subgroup level to bring these inequalities to light.

认为亚裔美国人擅长科学和数学的刻板印象,导致了他们在STEM领域的比例过高的说法。然而,美国人口普查数据显示,情况并非如此——亚裔亚群体在STEM方面的表现存在显著差异。目前的研究调查了美国参与者是否意识到这些差异。在研究1和2中,我们发现参与者误解了中国、日本、韩国、印度、菲律宾和越南亚群的STEM代表。研究3表明,尽管问题框架和测量方法发生了变化,但这些误解仍然存在。此外,我们的研究结果表明,这些误解是由于刻板印象的期望:参与者认为东亚亚组更能代表亚裔美国人,因此更有可能在STEM中被过多代表,而认为东南亚亚组代表性较低,更有可能被低估。在最后一项研究中,我们发现,将这些差异告知具有平等主义思想的参与者会增加对促进种族平等政策的支持,并且所有参与者都支持有关亚洲子群体的分类数据。总的来说,我们的研究结果表明,许多美国参与者没有意识到亚裔美国人的群体内部差异,并强调了在亚群体层面收集和报告数据以揭示这些不平等的重要性。
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引用次数: 0
The continued influence of AI-generated deepfake videos despite transparency warnings. 尽管有透明度警告,人工智能生成的深度假视频的影响仍在继续。
Pub Date : 2026-01-02 DOI: 10.1038/s44271-025-00381-9
Simon Clark, Stephan Lewandowsky

Advances in artificial intelligence (AI) have made it easier to create highly realistic deepfake videos, which can appear to show someone doing or saying something they did not do or say. Deepfakes may present a threat to individuals and society: for example, deepfakes can be used to influence elections by discrediting political opponents. Psychological research shows that people's ability to detect deepfake videos varies considerably, making us potentially vulnerable to the influence of a video we have failed to identify as fake. However, little is yet known about the potential impact of a deepfake video that has been explicitly identified and flagged as fake. Examining this issue is important because current legislative initiatives to regulate AI emphasize transparency. We report three preregistered experiments (N = 175, 275, 223), in which participants were shown a deepfake video of someone appearing to confess committing a crime or a moral transgression, preceded in some conditions by a warning stating that the video was a deepfake. Participants were then asked questions about the person's guilt, to examine the influence of the video's content. We found that most participants relied on the content of a deepfake video, even when they had been explicitly warned beforehand that it was fake, although alternative explanations for the video's influence, related to task framing, cannot be ruled out. This result was observed even with participants who indicated that they believed the warning and knew the video to be fake. Our findings suggest that transparency is insufficient to entirely negate the influence of deepfake videos, which has implications for legislators, policymakers, and regulators of online content.

人工智能(AI)的进步使得制作高度逼真的深度假视频变得更加容易,这些视频可以显示某人在做或说他们没有做或说的事情。深度造假可能对个人和社会构成威胁:例如,深度造假可以通过诋毁政治对手来影响选举。心理学研究表明,人们识别深度假视频的能力差异很大,这使得我们可能容易受到我们未能识别为假视频的影响。然而,对于一个被明确识别并标记为假的深度假视频的潜在影响,我们知之甚少。研究这个问题很重要,因为目前监管人工智能的立法举措强调透明度。我们报告了三个预先注册的实验(N = 175,275,223),在这些实验中,参与者观看了一段深度伪造的视频,视频中有人似乎在承认犯罪或道德违规,在某些情况下,视频被警告为深度伪造。然后,研究人员向参与者询问有关这个人的内疚感的问题,以检验视频内容对他们的影响。我们发现,大多数参与者都依赖深度假视频的内容,即使他们事先被明确警告这是假的,尽管不能排除与任务框架相关的视频影响的其他解释。即使参与者表示他们相信警告并知道视频是假的,也可以观察到这一结果。我们的研究结果表明,透明度不足以完全否定深度虚假视频的影响,这对立法者、政策制定者和在线内容监管机构都有影响。
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引用次数: 0
Memory justifications provide valid indicators of retrieval accuracy across time. 内存证明提供了跨时间检索准确性的有效指示器。
Pub Date : 2025-12-31 DOI: 10.1038/s44271-025-00378-4
Avi Gamoran, Zohar Raz Groman, Michael Gilead, Talya Sadeh

Human beings share in others' experiences and learn from them, but epistemic vigilance is necessary to avoid being misled by false information, and to distinguish between veridical and non-veridical memories. Memory Justifications, individuals' explanations for why they believe a recalled event truly occurred, help maintain epistemic vigilance regarding our memories. Understanding how justifications are affected by the passage of time is crucial since they serve to ensure memory validity in everyday life and in legal settings. Using behavioral measures and linguistic analyses of participants' (N = 421) self-reported memory justifications, we examined changes in justifications' content and detail over time. The credibility of justifications was validated by comparing them with free recall performance. Results demonstrated a decrease in overall recall over time. However, the degree of episodic detail in justifications was steady across time delays, indicating preserved justification content over time. Pre-registered and exploratory analyses showed that the proportion of justified recalls and justifications' term frequencies were also preserved over time. Our findings suggest that individuals' memory justifications serve as relatively reliable indicators of retrieval accuracy, which remain stable over time. Still, lexical measures demonstrated that some aspects of justifications' content show subtle delay-related changes, which might be explained in terms of a time-dependent decline in subjective confidence.

人类分享他人的经验并从中学习,但为了避免被虚假信息误导,区分真实记忆和非真实记忆,需要有认识上的警惕。记忆辩护,即个人对为什么他们相信回忆的事件确实发生的解释,有助于保持对我们记忆的认知警觉性。理解辩护是如何受到时间流逝的影响是至关重要的,因为它们有助于确保记忆在日常生活和法律环境中的有效性。通过对参与者(N = 421)自我报告的记忆辩护的行为测量和语言分析,我们研究了辩护的内容和细节随时间的变化。通过与自由回忆性能的比较,验证了证明的可信性。结果显示,随着时间的推移,整体记忆力下降。然而,在时间延迟中,证明中情节细节的程度是稳定的,表明证明内容随着时间的推移而保留。预登记和探索性分析表明,合理召回的比例和合理的术语频率也随时间保持不变。我们的研究结果表明,个体的记忆辩护作为检索准确性的相对可靠的指标,随着时间的推移保持稳定。然而,词汇测量表明,辩护内容的某些方面显示出微妙的与延迟相关的变化,这可能可以用主观信心的时间依赖性下降来解释。
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引用次数: 0
Willingness to trust is reduced by loneliness and paranoia. 信任的意愿会因为孤独和偏执而降低。
Pub Date : 2025-12-30 DOI: 10.1038/s44271-025-00384-6
Gabriele Bellucci, Mehdi Keramati, Esther Hanssen, Anne-Kathrin Fett

Loneliness is associated with negative social behaviors, impairing social relationships. However, the underlying mechanisms are poorly understood. Here, we investigated the relationship between paranoid thoughts and lonely individuals' willingness to rely on expectations of partner reciprocity in an investment game with individuals with and without psychosis (54 participants). We found that loneliness and paranoia were strongly correlated with each other and with more distrustful behavior after breaches of trust. Sensitivity to changes in partner reciprocity was higher in lonelier and more paranoid individuals. Lonelier individuals also trusted highly reciprocating partners less. Computational modeling revealed that lonelier and more paranoid individuals were less willing to rely on expectations of partner reciprocity. Importantly, these effects were observed in both patients and controls, indicating the important role of loneliness and paranoia in both clinical and general populations. These findings demonstrate how loneliness relates to social behaviors and expectations, pointing to important downstream implications for lonely individuals' relationships.

孤独与消极的社会行为有关,损害社会关系。然而,人们对其潜在机制知之甚少。在这里,我们调查了偏执思想与孤独个体依赖伙伴互惠期望的意愿之间的关系,这些个体有精神病和没有精神病(54名参与者)。我们发现,孤独和偏执彼此密切相关,并且在违背信任后会产生更多的不信任行为。孤独和偏执的个体对伴侣互惠变化的敏感度更高。孤独的人也不太信任回报度高的伴侣。计算模型显示,孤独和偏执的人不太愿意依赖伴侣互惠的期望。重要的是,这些影响在患者和对照组中都观察到了,表明孤独和偏执在临床和一般人群中都起着重要作用。这些发现证明了孤独是如何与社会行为和期望相关的,并指出了孤独个体关系的重要下游含义。
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引用次数: 0
Sequence structure in children's speech reveals non-linear development of relations between word categories. 儿童言语中的序列结构揭示了词类之间关系的非线性发展。
Pub Date : 2025-12-26 DOI: 10.1038/s44271-025-00380-w
Maja Linke, Michael Ramscar

Why do children learn some words earlier than others? Can children's speech patterns reveal how their evolving models of language determine what they learn? This study presents a systemic analysis of children's speech using low-dimensional embeddings to examine how the contextual knowledge reflected in their utterances reorganizes as linguistic experience increases. We analyzed age-stratified samples from the CHILDES database (18-36 months: n = 1,693,641 tokens; 3-6 years: n = 1,750,007; 5-12 years: n = 1,721,828) and adult speech from the SUBS2VEC subtitle corpus (n = 1,742,885). Our results suggest that the order and position of words in sequences produced by children from different age groups reflect changes in the way they represent categories of words. Rather than being ungrammatical, children's utterances appear to be structured by temporary grammars that optimize the distribution of information in sequences. The results point to shifts in how words are organized in semantic space, reflecting the gradual alignment of lexical categories during learning; this restructuring appears to draw on functionally ambiguous (multipurpose) categories in English. These findings are somewhat counterintuitive, as they suggest that not knowing the exact meaning of words can facilitate both learning and communication.

为什么孩子比其他人更早学习一些单词?儿童的语言模式能否揭示他们的语言进化模式如何决定他们学习的内容?本研究采用低维嵌入对儿童言语进行系统分析,以考察随着语言经验的增加,儿童话语中所反映的语境知识是如何重组的。我们分析了来自CHILDES数据库的年龄分层样本(18-36个月:n = 1,693,641个标记;3-6岁:n = 1,750,007; 5-12岁:n = 1,721,828)和来自SUBS2VEC字幕语料的成人语音(n = 1,742,885)。我们的研究结果表明,来自不同年龄组的儿童产生的单词序列的顺序和位置反映了他们表示单词类别的方式的变化。孩子们的话语并不是不符合语法,而是由临时语法构成的,这些语法优化了信息的顺序分布。结果表明,单词在语义空间中的组织方式发生了变化,反映了学习过程中词汇类别的逐渐对齐;这种重组似乎利用了英语中功能模糊(多用途)的类别。这些发现有些违反直觉,因为它们表明,不知道单词的确切含义可以促进学习和交流。
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引用次数: 0
期刊
Communications Psychology
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