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The failure gap. 失败间隙。
IF 6.7 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2026-03-01 Epub Date: 2025-10-27 DOI: 10.1037/pspa0000468
Lauren Eskreis-Winkler, Kaitlin Woolley, Minhee Kim, Eliana Polimeni

People are systematically unaware of the mishaps, problems, and failures around them, a phenomenon we dub the failure gap. People underestimate tens of thousands, and in some cases, millions of failures at the individual, national, and international level across 30+ life domains (Study 1). For every three species that go extinct, the public knows of one; for every five weapons undetected by airport security, people think one sneaks by. Why are people unaware of the problems around them? Failure is underreported relative to success (Studies 2-5). The failure gap had policy implications for key decision makers. Closing the failure gap reduced support for harsh punishment (e.g., school suspensions) among educators, lowered support for mass incarceration among voters, led managers to extend paid parental leave to new mothers, and shrank social stigma in the workplace (Studies 6 and 7). Taken together, the failure gap is common, crippling, and encouragingly correctable. (PsycInfo Database Record (c) 2026 APA, all rights reserved).

人们对周围的不幸、问题和失败毫无察觉,我们将这种现象称为“失败间隙”。人们低估了数以万计,在某些情况下,在个人、国家和国际层面上跨越30多个生活领域的数百万次失败(研究1)。对于每三个灭绝的物种,公众只知道一个;人们认为,每五件未被机场安检发现的武器中,就有一件是偷偷溜出来的。为什么人们没有意识到他们周围的问题?相对于成功,失败被低估了(研究2-5)。失败差距对关键决策者具有政策影响。缩小失败差距减少了教育工作者对严厉惩罚(如停学)的支持,降低了选民对大规模监禁的支持,导致管理者延长带薪育儿假给新妈妈,并减少了工作场所的社会耻辱感(研究6和7)。总而言之,失败差距是普遍的,严重的,并且是可以纠正的。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
Using machine learning to predict individual differences in psychological reactivities to social interactions. 使用机器学习来预测个体对社会互动的心理反应差异。
IF 6.7 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2026-03-01 Epub Date: 2026-01-26 DOI: 10.1037/pspp0000589
Ole Hätscher, Johannes L Klinz, Niclas Kuper, Lara Kroencke, Julian Scharbert, Eric Grunenberg, Mitja D Back

Individual differences in psychological reactivities (i.e., the degree to which individuals react differently to social interactions) are central to psychological research. Previous theory-based research has identified substantial individual differences in reactivities but few robust predictors of these differences. This work aimed to address two questions: First, can individual differences in reactivities to social interactions be accurately predicted at all? Second, what are the most important person-level variables for this prediction? A data-driven machine learning approach was applied to three large-scale experience sampling data sets (overall N = 5,047) to predict the extent to which individuals reacted with positive and negative affect to momentary social interaction characteristics (e.g., interaction depth). Individual differences in reactivities were extracted via multilevel modeling (i.e., random slopes) and then predicted with machine learning methods using a variety of person-level variables (i.e., sociodemographics, personality traits, and political and societal attitudes). The robustness of predictions was examined by built-in cross-validation and across independent samples. Feature importance and interactions were analyzed with SHapley Additive exPlanations values. Our results suggest that, whereas complex prediction models outperformed a baseline model in predicting individual differences in reactivities in most analyses, the overall predictive performance was limited. This finding underlines the importance of replicating machine learning results across outcomes and independent samples. We revealed several predictive patterns that can stimulate future research, elaborate on limitations of current machine learning approaches for intensive within-person data, and discuss the results against the background of dynamic conceptualizations of personality. (PsycInfo Database Record (c) 2026 APA, all rights reserved).

心理反应的个体差异(即个体对社会互动的不同反应程度)是心理学研究的核心。先前基于理论的研究已经确定了反应性的实质性个体差异,但很少有可靠的预测这些差异。这项工作旨在解决两个问题:第一,个体对社会互动反应的差异能否被准确预测?其次,对于这一预测,最重要的个人层面变量是什么?数据驱动的机器学习方法应用于三个大规模的经验抽样数据集(总N = 5,047),以预测个体对瞬间社会互动特征(如互动深度)的积极和消极影响的反应程度。通过多层建模(即随机斜率)提取反应性的个体差异,然后使用机器学习方法使用各种个人层面变量(即社会人口统计学,人格特征以及政治和社会态度)进行预测。预测的稳健性通过内置交叉验证和跨独立样本进行检验。用SHapley加性解释值分析特征重要性和相互作用。我们的研究结果表明,尽管在大多数分析中,复杂预测模型在预测个体反应性差异方面优于基线模型,但总体预测性能有限。这一发现强调了跨结果和独立样本复制机器学习结果的重要性。我们揭示了几个预测模式,可以刺激未来的研究,详细说明了当前机器学习方法在密集的个人数据方面的局限性,并在动态人格概念化的背景下讨论了结果。(PsycInfo数据库记录(c) 2026 APA,版权所有)。
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引用次数: 0
Supplemental Material for Fleeting Generalization: How Unstable Belief Updating Keeps People Overly Pessimistic About Talking to Strangers 转瞬即逝的概括补充材料:不稳定的信念更新如何使人们对与陌生人交谈过于悲观
IF 7.6 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2026-02-26 DOI: 10.1037/pspa0000483.supp
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引用次数: 0
Transcending embarrassment: On the reputational benefits of laughing at yourself. 超越尴尬:论自嘲对声誉的好处。
IF 6.7 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2026-02-26 DOI: 10.1037/pspa0000477
Selin Goksel, Ovul Sezer, Jonathan Z Berman

How do people judge those who commit faux pas? Across six preregistered studies (N = 3,204), we find that the answer depends on how a faux pas is presented to others and the extent to which it harms others. For faux pas that cause minimal or no harm to others, those who display amusement (by laughing at their error) are seen as warmer, more competent, and more authentic (though not significantly more or less moral) than those who display embarrassment. While both amusement and embarrassment displays serve an appeasement function (which reflects positively on actors), observers view those displaying embarrassment as being excessively self-conscious (which limits positive character judgments). In contrast, amusement displays are deemed more emotionally calibrated, since they signal that an actor recognizes the faux pas is benign and therefore not serious enough to warrant negative self-conscious emotions. In other words, observers do not believe actors ought to feel particularly embarrassed upon committing common benign faux pas. However, when a faux pas harms others, those who display amusement are seen as experiencing a deficient level of self-consciousness, since, in this case, amusement indicates a disregard for the welfare of others. As a result, as harm to others increases, the benefits of displaying amusement become either attenuated or reversed relative to displaying embarrassment. Together, these findings provide a simple framework for understanding when amusement and embarrassment displays reflect well on individuals who commit faux pas. (PsycInfo Database Record (c) 2026 APA, all rights reserved).

人们如何判断那些失礼的人?在六项预先注册的研究中(N = 3,204),我们发现答案取决于失礼是如何呈现给他人的,以及它对他人的伤害程度。对于那些对他人造成最小伤害或没有伤害的失礼行为,那些表现出乐趣(通过对自己的错误大笑)的人被认为比那些表现出尴尬的人更温暖、更有能力、更真实(尽管道德上没有明显的差异)。虽然娱乐和尴尬的表现都有安抚作用(这对演员有积极的影响),但观察者认为那些表现尴尬的人过于自我意识(这限制了积极的性格判断)。相比之下,娱乐表演被认为在情感上更准确,因为它们表明演员认识到失礼是良性的,因此没有严重到让人产生消极的自我意识情绪。换句话说,观察者认为演员不应该在犯下常见的善意失礼时感到特别尴尬。然而,当失礼行为伤害到他人时,那些表现出乐趣的人被视为自我意识不足,因为在这种情况下,娱乐表明无视他人的利益。因此,随着对他人伤害的增加,与展示尴尬相比,展示娱乐的好处要么减弱,要么逆转。总之,这些发现提供了一个简单的框架来理解娱乐和尴尬的表现在什么情况下能很好地反映出失礼的人。(PsycInfo数据库记录(c) 2026 APA,版权所有)。
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引用次数: 0
Confront in public, validate in private: Effective male allyship responses to sexist remarks. 公开对抗,私下认可:男性盟友对性别歧视言论的有效回应。
IF 6.7 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2026-02-26 DOI: 10.1037/pspi0000515
Hsuan-Che Brad Huang, Jonathan B Evans

Knowing how to respond to sexist comments and counteract their harmful consequences remains a challenging task for male allies. In this mixed-methods research, our preregistered qualitative study of 82 male leaders from the United States (Study 1) reveals that most intend to confront perpetrators of sexist remarks, with a preference for doing so privately rather than publicly; relatively few intend to validate the experiences of harmed targets. We contend that allies need to consider actions beyond confrontation-a response commonly recommended by scholars and in practice-as well as appropriate social contexts for these allyship behaviors to ensure the inclusion of women who are directly harmed by such remarks. We hypothesize that targets' sense of belonging and voice intentions are optimally supported when allies not only (a) confront transgressors' sexist remarks in public (vs. private) but also (b) validate targets' harmed experiences in private (vs. public). Three preregistered and one complementary experimental studies (Studies 2-4; N = 1,216 U.S. women) from the perspective of women support our theory. Our findings suggest that confrontation should be enacted in public because it directly reinforces gender civility norms, whereas validation is better provided in private to demonstrate concern for dignity. In our final study (Study 5; N = 253 U.S. men), we provide critical insights into how public confrontation-targets' preferred response-might adversely influence the attitudes and behaviors of confronted perpetrators (e.g., bias regulation). By incorporating multiparty perspectives, our research provides actionable recommendations for potential allies, especially men in leadership roles. (PsycInfo Database Record (c) 2026 APA, all rights reserved).

了解如何回应性别歧视言论并抵消其有害后果,对男性盟友来说仍然是一项具有挑战性的任务。在这项混合方法的研究中,我们对来自美国的82名男性领导者进行了预先登记的定性研究(研究1),结果显示,大多数人都打算与发表性别歧视言论的肇事者当面对质,而且倾向于私下而不是公开这样做;相对而言,很少有人打算证实受害目标的经历。我们认为,盟友需要考虑对抗之外的行动——这是学者和实践中普遍建议的回应——以及这些盟友行为的适当社会背景,以确保包括直接受到此类言论伤害的女性。我们假设,当盟友不仅(a)在公共场合(vs.私人场合)面对违规者的性别歧视言论,而且(b)在私人场合(vs.公共场合)验证目标的伤害经历时,目标的归属感和发声意图得到最佳支持。从女性角度进行的三项预注册和一项补充实验研究(研究2-4;N = 1,216名美国女性)支持我们的理论。我们的研究结果表明,对抗应该在公共场合进行,因为它直接强化了性别文明规范,而确认最好在私下进行,以表明对尊严的关注。在我们的最后一项研究(研究5;N = 253名美国男性)中,我们提供了关键的见解,即公共对抗-目标的首选反应-如何对面对的肇事者的态度和行为产生不利影响(例如,偏见调节)。通过整合多方视角,我们的研究为潜在的盟友,特别是领导角色的男性提供了可行的建议。(PsycInfo数据库记录(c) 2026 APA,版权所有)。
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引用次数: 0
Are the metatraits fact or artifact? Ruling out alternative explanations for the higher-order factors of the Big Five. 元特征是事实还是人为的?排除了对五大因素中高阶因素的其他解释。
IF 7.6 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2026-02-23 DOI: 10.1037/pspp0000593
Colin G. DeYoung, Ming Him Tai, Edward Chou, Boris Mlačić
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引用次数: 0
Femininity culture: Theory and workplace implications. 女性文化:理论和工作场所的影响。
IF 7.6 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2026-02-23 DOI: 10.1037/pspi0000514
Andrea C. Vial, Marta Beneda
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引用次数: 0
Supplemental Material for On the Relationship Between Indirect Measures of Black Versus White Racial Attitudes and Discriminatory Outcomes: An Adversarial Collaboration Using a Sample of White Americans 关于黑人与白人种族态度的间接测量与歧视结果之间的关系:使用美国白人样本的对抗性合作
IF 7.6 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2026-02-21 DOI: 10.1037/pspa0000480.supp
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引用次数: 0
Supplemental Material for Confront in Public, Validate in Private: Effective Male Allyship Responses to Sexist Remarks 《公开对抗,私下认可:男性盟友对性别歧视言论的有效回应》补充材料
IF 7.6 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2026-02-21 DOI: 10.1037/pspi0000515.supp
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引用次数: 0
Supplemental Material for Are the Metatraits Fact or Artifact? Ruling Out Alternative Explanations for the Higher-Order Factors of the Big Five 补充材料:“元特征是事实还是人为的?”排除对五大因素中高阶因素的其他解释
IF 7.6 1区 心理学 Q1 PSYCHOLOGY, SOCIAL Pub Date : 2026-02-17 DOI: 10.1037/pspp0000593.supp
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引用次数: 0
期刊
Journal of personality and social psychology
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