首页 > 最新文献

Communications Psychology最新文献

英文 中文
Affiliation in human-AI interactions is based on shared psychological traits. 人类与人工智能互动的关联是基于共同的心理特征。
Pub Date : 2026-03-23 DOI: 10.1038/s44271-026-00433-8
Santiago Castiello, Riddhi Jain Pitliya, Daniel R Lametti, Robin A Murphy

People affiliate with others who share their psychological traits. Does the same phenomenon occur with AI instructed to mimic human psychology? Large language models (LLM) were prompted to use language that mimicked anxious symptoms or their absence (Experiment 1; n = 100), extroversion or introversion (Experiment 2; n = 100), and an exact mirror or inverse of participants' personality (preregistered Experiment 3; n = 100). With full knowledge that they were interacting with an artificial system, participants engaged in written interactions with both LLM versions and then evaluated their engagement. Those with anxiety reported a stronger connection to the LLM that mimicked anxiety, a distinction also reflected in the sentiment of the messages they exchanged. Extroverted participants affiliated more with the AI that mimicked extroversion. Finally, when participants interacted with LLMs that mimicked either their own personality profile or the inverse of their personality (i.e., the opposite pattern of their Big-Five scores), they reported more affiliation with the LLM mimicking their personality; this distinction was also reflected in the sentiment of their messages. Results support affiliation in human-AI interactions based on the linguistic presentation of a shared psychology. We propose that through socioaffective tuning, LLMs might achieve greater human-like correspondence.

人们与与自己有相同心理特征的人交往。同样的现象也会发生在人工智能模仿人类心理的时候吗?大型语言模型(LLM)被提示使用模仿焦虑症状或没有焦虑症状的语言(实验1,n = 100),外向或内向的语言(实验2,n = 100),以及与参与者性格完全相同或相反的语言(预注册的实验3,n = 100)。在充分了解他们正在与人工系统交互的情况下,参与者与两个LLM版本进行书面交互,然后评估他们的参与度。据报道,那些焦虑的人与模仿焦虑的法学硕士有更强的联系,这一区别也反映在他们交流信息的情绪上。外向的参与者更倾向于模仿外向的人工智能。最后,当参与者与模仿他们自己性格的法学硕士或与他们性格相反的法学硕士互动时(即与他们的大五得分相反的模式),他们报告与模仿他们性格的法学硕士有更多的联系;这种区别也反映在他们的信息的情感上。结果支持基于共同心理的语言表现的人类-人工智能交互的隶属关系。我们提出,通过社会情感调节,法学硕士可能会实现更大的类似人类的通信。
{"title":"Affiliation in human-AI interactions is based on shared psychological traits.","authors":"Santiago Castiello, Riddhi Jain Pitliya, Daniel R Lametti, Robin A Murphy","doi":"10.1038/s44271-026-00433-8","DOIUrl":"https://doi.org/10.1038/s44271-026-00433-8","url":null,"abstract":"<p><p>People affiliate with others who share their psychological traits. Does the same phenomenon occur with AI instructed to mimic human psychology? Large language models (LLM) were prompted to use language that mimicked anxious symptoms or their absence (Experiment 1; n = 100), extroversion or introversion (Experiment 2; n = 100), and an exact mirror or inverse of participants' personality (preregistered Experiment 3; n = 100). With full knowledge that they were interacting with an artificial system, participants engaged in written interactions with both LLM versions and then evaluated their engagement. Those with anxiety reported a stronger connection to the LLM that mimicked anxiety, a distinction also reflected in the sentiment of the messages they exchanged. Extroverted participants affiliated more with the AI that mimicked extroversion. Finally, when participants interacted with LLMs that mimicked either their own personality profile or the inverse of their personality (i.e., the opposite pattern of their Big-Five scores), they reported more affiliation with the LLM mimicking their personality; this distinction was also reflected in the sentiment of their messages. Results support affiliation in human-AI interactions based on the linguistic presentation of a shared psychology. We propose that through socioaffective tuning, LLMs might achieve greater human-like correspondence.</p>","PeriodicalId":501698,"journal":{"name":"Communications Psychology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147505855","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The belief in a decline in cooperation in the USA and China. 相信中美两国的合作正在减少。
Pub Date : 2026-03-21 DOI: 10.1038/s44271-026-00442-7
Yi Liu, Giuliana Spadaro, Sümeyye Ergün, Yingling Li, Paul A M Van Lange

Amidst growing global challenges, perceptions of human cooperation-a cornerstone of societal progress-appear to be in decline. Despite empirical evidence showing that people in both the USA and China exhibit increased cooperation in experimental games, the public remains convinced that morality and trust-two key ingredients of cooperation-have declined over time. To investigate this paradox, this study examines trends in cooperation that people perceive from the past into the future, along with the reasons they perceive to underlie these trends. We conducted a cross-cultural survey of 628 Americans and 449 Chinese, asking them to estimate the likelihood of others' cooperative behavior in a prisoner's dilemma game and to rate four cooperation-related traits-warmth, morality, assertiveness, and competence-at various times between 1960 and 2030. Participants also provided reasons for their beliefs. Our findings revealed a stable belief in declining cooperative behavior in the game, along with all four traits, with a relatively small decline in competence, in both the USA and China. Moreover, over 60% of respondents believed in a more general decline in cooperation. Declining social trust and increasing stress and wealth were the primary perceived reasons for their beliefs in both countries; also, increasing exposure to social media was a stronger perceived reason for U.S. participants, whereas increasing education was stronger for Chinese participants. This study reveals a widespread belief in the declining cooperation in two of the world's largest nations and highlights the profound influence of sociocultural factors on public beliefs.

在日益增长的全球挑战中,人类合作的观念——社会进步的基石——似乎在下降。尽管经验证据表明,美国人和中国人在实验游戏中都表现出了更多的合作,但公众仍然相信,道德和信任——合作的两个关键因素——随着时间的推移而下降。为了调查这一悖论,本研究考察了人们从过去到未来的合作趋势,以及他们认为这些趋势背后的原因。我们对628名美国人和449名中国人进行了一项跨文化调查,要求他们估计在囚徒困境游戏中他人合作行为的可能性,并对四种与合作相关的特质——热情、道德、自信和能力——在1960年至2030年的不同时期进行打分。参与者还提供了他们的信念的理由。我们的研究结果显示,在美国和中国,人们对游戏中合作行为的下降有着稳定的信念,以及所有四个特征,以及相对较小的能力下降。此外,超过60%的受访者认为合作将普遍下降。社会信任度的下降和压力和财富的增加是他们对这两个国家的信仰的主要原因;此外,对于美国参与者来说,增加接触社交媒体是一个更重要的原因,而对于中国参与者来说,增加教育程度是一个更重要的原因。这项研究揭示了人们普遍认为世界上两个最大的国家的合作正在下降,并强调了社会文化因素对公众信念的深刻影响。
{"title":"The belief in a decline in cooperation in the USA and China.","authors":"Yi Liu, Giuliana Spadaro, Sümeyye Ergün, Yingling Li, Paul A M Van Lange","doi":"10.1038/s44271-026-00442-7","DOIUrl":"https://doi.org/10.1038/s44271-026-00442-7","url":null,"abstract":"<p><p>Amidst growing global challenges, perceptions of human cooperation-a cornerstone of societal progress-appear to be in decline. Despite empirical evidence showing that people in both the USA and China exhibit increased cooperation in experimental games, the public remains convinced that morality and trust-two key ingredients of cooperation-have declined over time. To investigate this paradox, this study examines trends in cooperation that people perceive from the past into the future, along with the reasons they perceive to underlie these trends. We conducted a cross-cultural survey of 628 Americans and 449 Chinese, asking them to estimate the likelihood of others' cooperative behavior in a prisoner's dilemma game and to rate four cooperation-related traits-warmth, morality, assertiveness, and competence-at various times between 1960 and 2030. Participants also provided reasons for their beliefs. Our findings revealed a stable belief in declining cooperative behavior in the game, along with all four traits, with a relatively small decline in competence, in both the USA and China. Moreover, over 60% of respondents believed in a more general decline in cooperation. Declining social trust and increasing stress and wealth were the primary perceived reasons for their beliefs in both countries; also, increasing exposure to social media was a stronger perceived reason for U.S. participants, whereas increasing education was stronger for Chinese participants. This study reveals a widespread belief in the declining cooperation in two of the world's largest nations and highlights the profound influence of sociocultural factors on public beliefs.</p>","PeriodicalId":501698,"journal":{"name":"Communications Psychology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147494974","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Autistic children sample costly information with increased variability due to inflexible updating. 由于不灵活的更新,自闭症儿童对昂贵信息的采样变异性增加。
Pub Date : 2026-03-20 DOI: 10.1038/s44271-026-00439-2
Haoyang Lu, Hang Zhang, Li Yi

Efficient information sampling is crucial for human inference and decision-making even for young children. It is also closely associated with the core symptoms of autism spectrum disorder (ASD), since both the social interaction difficulties and repetitive behaviors suggest that autistic people may sample information from the environment distinctively. However, the specific ways in which autistic children sample information, especially when facing explicit costs and adapting to environmental changes, remain unclear. Thirty-two autistic and 41 IQ-matched neurotypical children aged five to eight participated in a computerized bead task, where children decided to gather samples sequentially from an unknown target to infer which of the two options was the target. Autistic children showed lower sampling efficiency under costly conditions compared to neurotypical peers, resulting from increased variability in sample numbers across trials, rather than solely systematic sampling bias. Computational models indicated that while both groups shared a similar decision process, autistic children's sampling decisions were less influenced by dynamic changes and more by recently gathered evidence. This led to higher sampling variation and lowered the efficiency of autistic children. These findings offer valuable insights into the cognitive mechanisms underlying fundamental behaviors in autistic children.

有效的信息采样对人类推理和决策至关重要,即使对幼儿也是如此。它也与自闭症谱系障碍(ASD)的核心症状密切相关,因为社会互动困难和重复行为都表明自闭症患者可能会从环境中独特地获取信息。然而,自闭症儿童采集信息的具体方式,特别是在面对显性成本和适应环境变化时,尚不清楚。年龄在5到8岁之间的32名自闭症儿童和41名智商匹配的神经正常儿童参加了一项计算机化的头部任务,在这项任务中,孩子们决定从一个未知的目标中依次收集样本,以推断两个选项中哪一个是目标。与神经正常的同龄人相比,自闭症儿童在昂贵的条件下表现出较低的抽样效率,这是由于试验中样本数的变异性增加,而不仅仅是系统抽样偏差。计算模型表明,虽然两组人的决策过程相似,但自闭症儿童的抽样决策受动态变化的影响较小,更多地受到最近收集的证据的影响。这导致了更高的抽样变异,降低了自闭症儿童的效率。这些发现为自闭症儿童基本行为背后的认知机制提供了有价值的见解。
{"title":"Autistic children sample costly information with increased variability due to inflexible updating.","authors":"Haoyang Lu, Hang Zhang, Li Yi","doi":"10.1038/s44271-026-00439-2","DOIUrl":"https://doi.org/10.1038/s44271-026-00439-2","url":null,"abstract":"<p><p>Efficient information sampling is crucial for human inference and decision-making even for young children. It is also closely associated with the core symptoms of autism spectrum disorder (ASD), since both the social interaction difficulties and repetitive behaviors suggest that autistic people may sample information from the environment distinctively. However, the specific ways in which autistic children sample information, especially when facing explicit costs and adapting to environmental changes, remain unclear. Thirty-two autistic and 41 IQ-matched neurotypical children aged five to eight participated in a computerized bead task, where children decided to gather samples sequentially from an unknown target to infer which of the two options was the target. Autistic children showed lower sampling efficiency under costly conditions compared to neurotypical peers, resulting from increased variability in sample numbers across trials, rather than solely systematic sampling bias. Computational models indicated that while both groups shared a similar decision process, autistic children's sampling decisions were less influenced by dynamic changes and more by recently gathered evidence. This led to higher sampling variation and lowered the efficiency of autistic children. These findings offer valuable insights into the cognitive mechanisms underlying fundamental behaviors in autistic children.</p>","PeriodicalId":501698,"journal":{"name":"Communications Psychology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147492334","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The impact of stress on personality state expressions. 压力对人格状态表达的影响。
Pub Date : 2026-03-20 DOI: 10.1038/s44271-026-00438-3
Samantha J Grayson, Gabriella M Harari, Sandra C Matz

Who we are at any given moment depends not only on our psychological dispositions but also the situational forces we experience. Here, we explore how stress - an intrapsychic situational force - impacts momentary personality expression. In Study 1 (N = 792), we experimentally induced stress, showing that the experience of stress is causally related to lower levels of state Openness, Conscientiousness, Extraversion, Agreeableness and higher levels of state Neuroticism. In Study 2 (N = 713; 17,853 observations), we used experience sampling to capture naturally occurring stress and show that stress is associated with lower levels of state Extraversion and Agreeableness, and higher levels of state Neuroticism and Openness in everyday situations. Notably, across both studies, the associations between stress and personality state expressions are largely robust when accounting for momentary affect. Together, our work highlights stress as a distinct and dynamic driver of personality state variability in everyday life.

在任何特定时刻,我们是谁不仅取决于我们的心理倾向,还取决于我们所经历的情境力量。在这里,我们探讨压力-一种心理内情境力量-如何影响瞬时人格表达。在研究1 (N = 792)中,我们通过实验诱导应激,表明应激体验与较低水平的开放性、严谨性、外向性、亲和性和较高水平的状态神经质有因果关系。在研究2 (N = 713; 17,853个观察结果)中,我们使用经验抽样来捕捉自然发生的压力,并表明压力与日常情况下较低水平的外向性和亲和性状态以及较高水平的神经质和开放性状态有关。值得注意的是,在这两项研究中,当考虑到瞬间的影响时,压力和人格状态表达之间的联系很大程度上是强有力的。总之,我们的工作强调了压力是日常生活中个性状态变化的独特而动态的驱动因素。
{"title":"The impact of stress on personality state expressions.","authors":"Samantha J Grayson, Gabriella M Harari, Sandra C Matz","doi":"10.1038/s44271-026-00438-3","DOIUrl":"https://doi.org/10.1038/s44271-026-00438-3","url":null,"abstract":"<p><p>Who we are at any given moment depends not only on our psychological dispositions but also the situational forces we experience. Here, we explore how stress - an intrapsychic situational force - impacts momentary personality expression. In Study 1 (N = 792), we experimentally induced stress, showing that the experience of stress is causally related to lower levels of state Openness, Conscientiousness, Extraversion, Agreeableness and higher levels of state Neuroticism. In Study 2 (N = 713; 17,853 observations), we used experience sampling to capture naturally occurring stress and show that stress is associated with lower levels of state Extraversion and Agreeableness, and higher levels of state Neuroticism and Openness in everyday situations. Notably, across both studies, the associations between stress and personality state expressions are largely robust when accounting for momentary affect. Together, our work highlights stress as a distinct and dynamic driver of personality state variability in everyday life.</p>","PeriodicalId":501698,"journal":{"name":"Communications Psychology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147492343","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Determinants of visual ambiguity resolution. 视觉歧义解决的决定因素。
Pub Date : 2026-03-17 DOI: 10.1038/s44271-026-00441-8
Juan Linde-Domingo, Javier Ortiz-Tudela, Johannah Völler, Martin N Hebart, Carlos González-García

Visual inputs during natural perception are highly ambiguous: objects are frequently occluded, lighting conditions vary, and object identification depends significantly on prior experiences. However, why do certain images remain unidentifiable while others can be recognized immediately, and what visual features drive subjective clarification? To address these critical questions, we developed a unique dataset of 1854 ambiguous images and collected more than 100,000 ratings (from a total of 947 participants) evaluating their identifiability before and after seeing undistorted versions of the images. Relating the representations of a brain-inspired neural network model in response to our images with human ratings, we show that subjective identification depends largely on the extent to which higher-level visual features from the original images are preserved in their ambiguous counterparts. In line with these results, an image-level regression analysis showed that the subjective identification of ambiguous images was best explained by high-level visual dimensions. Notably, the predominance of higher-level features over lower-level ones softens after participants disambiguate the images, suggesting that the visual system flexibly shifts between top-down guessing to bottom-up matching after disambiguation. Moreover, we found that the process of ambiguity resolution was accompanied by a notable decrease in semantic distance and a greater consistency in object naming among participants. However, the relationship between information gained after disambiguation and subjective identification was non-linear, indicating that acquiring more information does not necessarily enhance subjective clarity. Instead, we observed a U-shaped relationship, suggesting that subjective identification improves when the acquired information either strongly matches or mismatches prior predictions. Collectively, these findings advance our understanding on how we resolve ambiguity and extract meaning from incomplete visual information.

自然感知过程中的视觉输入是高度模糊的:物体经常被遮挡,照明条件变化,物体识别很大程度上取决于先前的经验。然而,为什么某些图像仍然无法识别,而其他图像可以立即识别,哪些视觉特征驱动主观澄清?为了解决这些关键问题,我们开发了一个包含1854张模糊图像的独特数据集,并收集了超过10万个评分(来自总共947名参与者),在看到未扭曲的图像版本之前和之后评估它们的可识别性。将大脑启发的神经网络模型的表征与人类评分相关联,我们表明主观识别在很大程度上取决于原始图像中更高层次的视觉特征在其模糊对应图像中被保留的程度。与这些结果一致,图像水平的回归分析表明,模糊图像的主观识别最好的解释是高层次的视觉维度。值得注意的是,在消歧后,高阶特征对低阶特征的优势减弱,表明视觉系统在消歧后灵活地从自上而下的猜测转向自下而上的匹配。此外,我们发现歧义解决的过程伴随着参与者之间语义距离的显著减少和对象命名的更大一致性。然而,消歧义后获得的信息与主观识别之间的关系是非线性的,这表明获取更多的信息并不一定会提高主观清晰度。相反,我们观察到u形关系,表明当获得的信息与先前的预测强烈匹配或不匹配时,主观识别会提高。总的来说,这些发现促进了我们对如何从不完整的视觉信息中解决歧义和提取意义的理解。
{"title":"Determinants of visual ambiguity resolution.","authors":"Juan Linde-Domingo, Javier Ortiz-Tudela, Johannah Völler, Martin N Hebart, Carlos González-García","doi":"10.1038/s44271-026-00441-8","DOIUrl":"https://doi.org/10.1038/s44271-026-00441-8","url":null,"abstract":"<p><p>Visual inputs during natural perception are highly ambiguous: objects are frequently occluded, lighting conditions vary, and object identification depends significantly on prior experiences. However, why do certain images remain unidentifiable while others can be recognized immediately, and what visual features drive subjective clarification? To address these critical questions, we developed a unique dataset of 1854 ambiguous images and collected more than 100,000 ratings (from a total of 947 participants) evaluating their identifiability before and after seeing undistorted versions of the images. Relating the representations of a brain-inspired neural network model in response to our images with human ratings, we show that subjective identification depends largely on the extent to which higher-level visual features from the original images are preserved in their ambiguous counterparts. In line with these results, an image-level regression analysis showed that the subjective identification of ambiguous images was best explained by high-level visual dimensions. Notably, the predominance of higher-level features over lower-level ones softens after participants disambiguate the images, suggesting that the visual system flexibly shifts between top-down guessing to bottom-up matching after disambiguation. Moreover, we found that the process of ambiguity resolution was accompanied by a notable decrease in semantic distance and a greater consistency in object naming among participants. However, the relationship between information gained after disambiguation and subjective identification was non-linear, indicating that acquiring more information does not necessarily enhance subjective clarity. Instead, we observed a U-shaped relationship, suggesting that subjective identification improves when the acquired information either strongly matches or mismatches prior predictions. Collectively, these findings advance our understanding on how we resolve ambiguity and extract meaning from incomplete visual information.</p>","PeriodicalId":501698,"journal":{"name":"Communications Psychology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147477712","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Video inoculation against election misinformation across 12 EU nations. 针对12个欧盟国家选举错误信息的视频接种。
Pub Date : 2026-03-17 DOI: 10.1038/s44271-025-00379-3
Mikey Biddlestone, Beth Goldberg, Melisa Basol, Katie Washington, Sara Elnusairi, Anneka Sharpley, Meghan Graham, Sander van der Linden, Ricky Green, Jon Roozenbeek, Rachel Xu, Andrew Pel

Short video-based prebunking reduces misinformation susceptibility by forewarning viewers about manipulation tactics. However, its effectiveness across older populations (45 + ), diverse cultures, and election-related misinformation remains unclear. To address this, we conducted 13 surveys across 12 EU nations (N = 19,735), testing three inoculation videos developed for the largest prebunking campaign to date, which reached 120M+ YouTube users before the 2024 EU Elections. These videos targeted three widely used misinformation tactics-scapegoating, decontextualization, and discrediting-which were prevalent across EU nations leading up to the elections. The videos improved manipulation (measured through manipulativeness assessments) and technique (measured through the correct identification of tactics) discernment of manipulative content from non-manipulative content and enhanced sharing decisions. Though effects were small (ds ≈ 0.08-0.38), they were significant across surveys. Longer (50s) videos showed more consistent improvements in discernment than shorter (20s) ones, but both improved technique discernment. Moderation analyses revealed country-level (e.g., education index) and socio-demographic (e.g., personal educational attainment) influences that could inform future interventions. These findings demonstrate that scalable video-based inoculation interventions can be deployed to counter election misinformation across nations, but future work should explore how repeated or context-specific prebunking can sustain resistance to misinformation in diverse electoral and media environments.

基于短视频的预掩体通过预先警告观众关于操纵策略来减少错误信息的敏感性。然而,它在年龄较大的人群(45岁以上)、不同的文化和与选举相关的错误信息中的有效性仍不清楚。为了解决这个问题,我们在12个欧盟国家(N = 19,735)进行了13项调查,测试了为迄今为止最大的防虫运动开发的三个接种视频,这些视频在2024年欧盟选举前吸引了1.2亿YouTube用户。这些视频针对的是三种广泛使用的错误信息策略——找替罪羊、去语境化和抹黑——这些策略在欧盟国家普遍存在,导致了选举。视频改善了操纵(通过操纵性评估来衡量)和技术(通过正确识别战术来衡量)对操纵性内容和非操纵性内容的区分,并增强了分享决策。虽然影响很小(ds≈0.08-0.38),但它们在调查中是显著的。较长的视频(50秒)比较短的视频(20秒)在辨别能力方面表现出更一致的提高,但两者都提高了技术辨别能力。适度分析揭示了国家层面(如教育指数)和社会人口(如个人受教育程度)的影响,这些影响可能为未来的干预措施提供信息。这些研究结果表明,可扩展的基于视频的接种干预措施可以用于对抗各国的选举错误信息,但未来的工作应该探索如何在不同的选举和媒体环境中重复或特定情境的预掩体可以维持对错误信息的抵抗力。
{"title":"Video inoculation against election misinformation across 12 EU nations.","authors":"Mikey Biddlestone, Beth Goldberg, Melisa Basol, Katie Washington, Sara Elnusairi, Anneka Sharpley, Meghan Graham, Sander van der Linden, Ricky Green, Jon Roozenbeek, Rachel Xu, Andrew Pel","doi":"10.1038/s44271-025-00379-3","DOIUrl":"https://doi.org/10.1038/s44271-025-00379-3","url":null,"abstract":"<p><p>Short video-based prebunking reduces misinformation susceptibility by forewarning viewers about manipulation tactics. However, its effectiveness across older populations (45 + ), diverse cultures, and election-related misinformation remains unclear. To address this, we conducted 13 surveys across 12 EU nations (N = 19,735), testing three inoculation videos developed for the largest prebunking campaign to date, which reached 120M+ YouTube users before the 2024 EU Elections. These videos targeted three widely used misinformation tactics-scapegoating, decontextualization, and discrediting-which were prevalent across EU nations leading up to the elections. The videos improved manipulation (measured through manipulativeness assessments) and technique (measured through the correct identification of tactics) discernment of manipulative content from non-manipulative content and enhanced sharing decisions. Though effects were small (ds ≈ 0.08-0.38), they were significant across surveys. Longer (50s) videos showed more consistent improvements in discernment than shorter (20s) ones, but both improved technique discernment. Moderation analyses revealed country-level (e.g., education index) and socio-demographic (e.g., personal educational attainment) influences that could inform future interventions. These findings demonstrate that scalable video-based inoculation interventions can be deployed to counter election misinformation across nations, but future work should explore how repeated or context-specific prebunking can sustain resistance to misinformation in diverse electoral and media environments.</p>","PeriodicalId":501698,"journal":{"name":"Communications Psychology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147477704","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Diverse groups look more moral in loose (but not tight) cultural contexts. 在宽松(而非严格)的文化背景下,多元化的群体看起来更有道德。
Pub Date : 2026-03-16 DOI: 10.1038/s44271-026-00435-6
Mustafa Karataş, Shih-Chun Daniel Chin

Diversity is a hotly debated topic in public discourse, which motivates scholars to investigate how group diversity impacts observers' judgments of the group. Recent findings have suggested a positive link between group diversity and perceived morality of the group because people perceive diverse (vs. non-diverse) groups to be more capable of perspective-taking. However, studies testing this theory have been predominantly conducted in the WEIRD (Western, Educated, Industrialized, Rich, and Democratic) societies. In this conceptual replication and extension, we tested whether the "diversity → perceived perspective-taking → perceived morality" link could be generalized across societies differing in cultural tightness-looseness (i.e., whether a culture prescribes tight or loose adherence to collective norms). Across five replication studies (N = 3659), we found that while the positive impacts of group diversity on perceived perspective-taking and morality replicated among loose cultures, no credible evidence supported the effects for participants in tight cultures, or those who perceived their culture as tight. By directly manipulating cultural tightness-looseness, we obtained causal evidence that tight (vs. loose) cultural contexts elevate perceived perspective-taking and, subsequently, perceived morality of non-diverse groups, thereby attenuating differences in perceived morality between diverse and non-diverse groups. The results call for more attention to the views of diversity across different cultures.

多样性是公共话语中的一个热门话题,这促使学者们研究群体多样性如何影响观察者对群体的判断。最近的研究结果表明,群体多样性与群体道德感之间存在积极联系,因为人们认为多元化(与非多元化)群体更有能力接受观点。然而,测试这一理论的研究主要是在WEIRD(西方、受过教育的、工业化的、富裕的和民主的)社会进行的。在这个概念的复制和扩展中,我们测试了“多样性→感知视角→感知道德”的联系是否可以在不同文化紧密-宽松的社会中推广(即,一种文化是否规定严格或松散地遵守集体规范)。在五项重复性研究中(N = 3659),我们发现,虽然群体多样性对感知的观点采纳和道德的积极影响在宽松文化中得到了复制,但没有可信的证据支持对紧密文化中的参与者或那些认为自己的文化是紧密的参与者的影响。通过直接操纵文化的紧松度,我们获得了因果证据,证明紧(相对于松)的文化背景提升了非多元化群体的观点采纳感知,进而提升了非多元化群体的道德感知,从而减弱了多元群体和非多元化群体之间的道德感知差异。研究结果呼吁人们更多地关注不同文化之间的多样性观点。
{"title":"Diverse groups look more moral in loose (but not tight) cultural contexts.","authors":"Mustafa Karataş, Shih-Chun Daniel Chin","doi":"10.1038/s44271-026-00435-6","DOIUrl":"https://doi.org/10.1038/s44271-026-00435-6","url":null,"abstract":"<p><p>Diversity is a hotly debated topic in public discourse, which motivates scholars to investigate how group diversity impacts observers' judgments of the group. Recent findings have suggested a positive link between group diversity and perceived morality of the group because people perceive diverse (vs. non-diverse) groups to be more capable of perspective-taking. However, studies testing this theory have been predominantly conducted in the WEIRD (Western, Educated, Industrialized, Rich, and Democratic) societies. In this conceptual replication and extension, we tested whether the \"diversity → perceived perspective-taking → perceived morality\" link could be generalized across societies differing in cultural tightness-looseness (i.e., whether a culture prescribes tight or loose adherence to collective norms). Across five replication studies (N = 3659), we found that while the positive impacts of group diversity on perceived perspective-taking and morality replicated among loose cultures, no credible evidence supported the effects for participants in tight cultures, or those who perceived their culture as tight. By directly manipulating cultural tightness-looseness, we obtained causal evidence that tight (vs. loose) cultural contexts elevate perceived perspective-taking and, subsequently, perceived morality of non-diverse groups, thereby attenuating differences in perceived morality between diverse and non-diverse groups. The results call for more attention to the views of diversity across different cultures.</p>","PeriodicalId":501698,"journal":{"name":"Communications Psychology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147470541","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Alpha power increases spontaneously during a neurofeedback session. 在神经反馈过程中,阿尔法能量会自发增加。
Pub Date : 2026-03-12 DOI: 10.1038/s44271-026-00431-w
Jacob Maaz, Laurent Waroquier, Alexandra Dia, Véronique Paban, Arnaud Rey

Electroencephalographic neurofeedback (EEG-NF) has been proposed as a promising technique to modulate brain activity through real-time EEG-based feedback. Alpha neurofeedback in particular is believed to induce rapid self-regulation of brain rhythms, with applications in cognitive enhancement and clinical treatment. However, whether this modulation reflects specific volitional control or non-specific influences remains unresolved. In a preregistered, double-blind, sham-controlled study, we evaluated alpha upregulation in healthy participants receiving either genuine (n = 30) or sham (n = 30) EEG-NF during a single-session design. A third arm composed of a passive control group (n = 32) was also included to differentiate between non-specific influences related or not to the active engagement in EEG-NF. Throughout the session, alpha power increased robustly, yet independently of feedback veracity, engagement in self-regulation, or feedback update frequency. Parallel increases in theta and sensorimotor rhythms further suggest broadband non-specific modulation. Importantly, these results challenge the foundational assumption of EEG-NF: that feedback enables volitional EEG control. Instead, they point to spontaneous repetition-related processes as primary drivers, calling for a critical reassessment of neurofeedback efficacy and its underlying mechanisms.

脑电图神经反馈(EEG-NF)被认为是一种很有前途的通过实时脑电图反馈来调节大脑活动的技术。特别是阿尔法神经反馈被认为可以诱导大脑节律的快速自我调节,在认知增强和临床治疗中有应用。然而,这种调节是否反映了特定的意志控制或非特定的影响仍未解决。在一项预注册、双盲、假对照的研究中,我们评估了在单期设计中接受真实(n = 30)或假(n = 30) EEG-NF的健康参与者的α上调。由被动对照组(n = 32)组成的第三组也被纳入,以区分与脑电图- nf的主动参与相关或不相关的非特异性影响。在整个过程中,阿尔法能量强劲增长,但与反馈准确性、自我调节参与度或反馈更新频率无关。θ波和感觉运动节律的平行增加进一步表明宽带非特异性调制。重要的是,这些结果挑战了EEG- nf的基本假设:反馈能够实现意志脑电图控制。相反,他们指出自发重复相关的过程是主要的驱动因素,呼吁对神经反馈的功效及其潜在机制进行批判性的重新评估。
{"title":"Alpha power increases spontaneously during a neurofeedback session.","authors":"Jacob Maaz, Laurent Waroquier, Alexandra Dia, Véronique Paban, Arnaud Rey","doi":"10.1038/s44271-026-00431-w","DOIUrl":"https://doi.org/10.1038/s44271-026-00431-w","url":null,"abstract":"<p><p>Electroencephalographic neurofeedback (EEG-NF) has been proposed as a promising technique to modulate brain activity through real-time EEG-based feedback. Alpha neurofeedback in particular is believed to induce rapid self-regulation of brain rhythms, with applications in cognitive enhancement and clinical treatment. However, whether this modulation reflects specific volitional control or non-specific influences remains unresolved. In a preregistered, double-blind, sham-controlled study, we evaluated alpha upregulation in healthy participants receiving either genuine (n = 30) or sham (n = 30) EEG-NF during a single-session design. A third arm composed of a passive control group (n = 32) was also included to differentiate between non-specific influences related or not to the active engagement in EEG-NF. Throughout the session, alpha power increased robustly, yet independently of feedback veracity, engagement in self-regulation, or feedback update frequency. Parallel increases in theta and sensorimotor rhythms further suggest broadband non-specific modulation. Importantly, these results challenge the foundational assumption of EEG-NF: that feedback enables volitional EEG control. Instead, they point to spontaneous repetition-related processes as primary drivers, calling for a critical reassessment of neurofeedback efficacy and its underlying mechanisms.</p>","PeriodicalId":501698,"journal":{"name":"Communications Psychology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147446797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Behavioral evidence for the hierarchical execution of sequential movements. 顺序动作的等级执行的行为证据。
Pub Date : 2026-03-11 DOI: 10.1038/s44271-026-00436-5
Darío Cuevas Rivera, Stefan J Kiebel

Movements in humans and other animals are known to be hierarchically organized, with simple movements forming the building blocks to more complex, sequential movements, a phenomenon often referred to as chunking. Neuroimaging studies have highlighted this layered structure, implicating the primary motor cortex in simple movements, and pre-motor and parietal areas in sequences of movements. Behavioral experiments designed to study this hierarchy have required extensive training of simple movement sequences, such as key presses, using error rates and reaction times as indirect markers of chunking. In this work, we provide kinematic evidence that the hierarchical organization of movements naturally emerges during reaching movements toward large targets, without the need for extensive training. Through model-based analyses of the observed trajectories' geometry in a sequential pointing task (N = 20 participants), we infer the underlying hierarchy of the mechanism guiding movement generation. Our results show that most participants adapt their strategy dynamically using hierarchical planning, depending on the sequence. These findings offer insights into the process of chunking, as well as the conditions on how and when humans switch between flat and hierarchical planning during movement.

众所周知,人类和其他动物的运动是有等级组织的,简单的运动构成了更复杂的、连续的运动的基石,这种现象通常被称为分块。神经影像学研究强调了这种分层结构,暗示初级运动皮层在简单运动中,运动前区和顶叶区在一系列运动中。为研究这种层次结构而设计的行为实验需要对简单的动作序列进行广泛的训练,比如按键,并使用错误率和反应时间作为分块的间接标记。在这项工作中,我们提供了运动学证据,证明运动的层次组织在达到大目标的运动中自然出现,而不需要广泛的训练。通过对顺序指向任务(N = 20名参与者)中观察到的轨迹几何进行基于模型的分析,我们推断出指导运动生成的机制的潜在层次。我们的研究结果表明,大多数参与者根据序列动态地使用分层规划来调整他们的策略。这些发现提供了对分块过程的见解,以及人类在运动过程中如何以及何时在平面规划和分层规划之间切换的条件。
{"title":"Behavioral evidence for the hierarchical execution of sequential movements.","authors":"Darío Cuevas Rivera, Stefan J Kiebel","doi":"10.1038/s44271-026-00436-5","DOIUrl":"10.1038/s44271-026-00436-5","url":null,"abstract":"<p><p>Movements in humans and other animals are known to be hierarchically organized, with simple movements forming the building blocks to more complex, sequential movements, a phenomenon often referred to as chunking. Neuroimaging studies have highlighted this layered structure, implicating the primary motor cortex in simple movements, and pre-motor and parietal areas in sequences of movements. Behavioral experiments designed to study this hierarchy have required extensive training of simple movement sequences, such as key presses, using error rates and reaction times as indirect markers of chunking. In this work, we provide kinematic evidence that the hierarchical organization of movements naturally emerges during reaching movements toward large targets, without the need for extensive training. Through model-based analyses of the observed trajectories' geometry in a sequential pointing task (N = 20 participants), we infer the underlying hierarchy of the mechanism guiding movement generation. Our results show that most participants adapt their strategy dynamically using hierarchical planning, depending on the sequence. These findings offer insights into the process of chunking, as well as the conditions on how and when humans switch between flat and hierarchical planning during movement.</p>","PeriodicalId":501698,"journal":{"name":"Communications Psychology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147438922","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Individual differences in alexithymia modulate cognition-emotion interactions in daily life ongoing experiences. 述情障碍的个体差异调节日常生活持续经历中的认知-情绪相互作用。
Pub Date : 2026-03-10 DOI: 10.1038/s44271-026-00434-7
Anqi Lei, Md Faysal, Louis Chitiz, Raven Wallace, Samyogita Hardikar, Brontë McKeown, Jonathan Smallwood, Elizabeth Jefferies, Robert Leech, Nerissa Ho

Individual differences modulate our thoughts and emotional experiences, yet how thought and emotion interact in daily life remains largely unclear. We leverage alexithymia, a trait reflecting atypical emotional awareness, to reveal these interactions in naturalistic settings. Using multi-dimensional experience sampling via smartphones, we captured moment-to-moment thought patterns and concurrent affective states (valence, arousal, stress) in people's daily life (N  =  190 undergraduate students, age range = 18 to 36, 159 females). Using Principal Component Analysis and Linear Mixed Models, we identified four thought dimensions that relate differently to these affective states: future-self orientation, intrusive distraction, sensory engagement, and task-focus. Alexithymia modulated these relationships. High overall alexithymia predicted fewer future-self-oriented thoughts and greater variability in sensory engagement across affective and social contexts, while difficulty identifying feelings selectively reduced future-self orientation during intense sadness, and externally oriented thinking rendered thought patterns less sensitive to affective context. By mapping affective experiences onto thought dimensions, these findings uncover cognitive pathways that connect to emotional well-being, providing a scalable framework for understanding variability in human affective experience.

个体差异调节着我们的思想和情感体验,然而思想和情感在日常生活中是如何相互作用的,在很大程度上仍不清楚。我们利用述情障碍,一种反映非典型情感意识的特征,来揭示自然环境中的这些相互作用。通过智能手机的多维体验采样,我们捕捉了人们日常生活中的即时思维模式和并发情感状态(价态、觉醒、压力)(N = 190名本科生,年龄范围为18 - 36岁,其中159名女性)。利用主成分分析和线性混合模型,我们确定了与这些情感状态相关的四个思维维度:未来自我取向、侵入性分心、感官参与和任务聚焦。述情障碍调节了这些关系。高整体述情障碍预示着未来自我导向的想法更少,在情感和社会环境中感觉参与的变异性更大,而在强烈悲伤时,选择性识别情感的困难减少了未来自我导向,而外向型思维使思维模式对情感环境不那么敏感。通过将情感体验映射到思想维度,这些发现揭示了与情感健康相关的认知途径,为理解人类情感体验的可变性提供了一个可扩展的框架。
{"title":"Individual differences in alexithymia modulate cognition-emotion interactions in daily life ongoing experiences.","authors":"Anqi Lei, Md Faysal, Louis Chitiz, Raven Wallace, Samyogita Hardikar, Brontë McKeown, Jonathan Smallwood, Elizabeth Jefferies, Robert Leech, Nerissa Ho","doi":"10.1038/s44271-026-00434-7","DOIUrl":"https://doi.org/10.1038/s44271-026-00434-7","url":null,"abstract":"<p><p>Individual differences modulate our thoughts and emotional experiences, yet how thought and emotion interact in daily life remains largely unclear. We leverage alexithymia, a trait reflecting atypical emotional awareness, to reveal these interactions in naturalistic settings. Using multi-dimensional experience sampling via smartphones, we captured moment-to-moment thought patterns and concurrent affective states (valence, arousal, stress) in people's daily life (N  =  190 undergraduate students, age range = 18 to 36, 159 females). Using Principal Component Analysis and Linear Mixed Models, we identified four thought dimensions that relate differently to these affective states: future-self orientation, intrusive distraction, sensory engagement, and task-focus. Alexithymia modulated these relationships. High overall alexithymia predicted fewer future-self-oriented thoughts and greater variability in sensory engagement across affective and social contexts, while difficulty identifying feelings selectively reduced future-self orientation during intense sadness, and externally oriented thinking rendered thought patterns less sensitive to affective context. By mapping affective experiences onto thought dimensions, these findings uncover cognitive pathways that connect to emotional well-being, providing a scalable framework for understanding variability in human affective experience.</p>","PeriodicalId":501698,"journal":{"name":"Communications Psychology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147438966","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Communications Psychology
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1