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The Relationship Between Career Adaptability and Work Engagement Among Young Chinese Workers: Mediating Role of Job Satisfaction and Moderating Effects of Artificial Intelligence Self-Efficacy and Anxiety. 中国青年员工职业适应与工作投入的关系:工作满意度的中介作用及人工智能自我效能感和焦虑的调节作用
IF 2.5 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-04 DOI: 10.3390/bs15121682
Frederick Theen Lok Leong, Xuan Li, Emma Mingjing Chen

This study explores the complex psychological mechanisms linking career adaptability to work engagement under AI-driven workplaces. We examine the mediating role of job satisfaction and investigate a key hypothesis: that the adaptive benefits of AI self-efficacy are dampened by the emotional costs associated with AI anxiety. A dual-analytical approach was employed on a sample of 311 young Chinese workers. First, we conducted conditional process analysis using PROCESS Model 11 with 5000 bootstrapped samples to test for conditional indirect effects. Second, we utilized latent variable structural equation modeling for robust validation at the structural level. Analyses were adjusted for demographic and occupational covariates. As a result, the initial PROCESS analysis revealed that the key triple interaction (career adaptability × AI self-efficacy × AI anxiety) was statistically significant in all three test models (e.g., Model 1: b = -0.3509, p = 0.0075). Further analysis showed that the positive moderating effect of AI self-efficacy was contingent on AI anxiety; it was strongest at low AI anxiety and weakest (but still significant) at high AI anxiety. However, the more robust latent variable SEM (CMIN/DF = 1.569, CFI = 0.939, RMSEA = 0.043) revealed a critical separation of effects. The indirect effect operates exclusively through intrinsic job satisfaction, which was significantly predicted by the unified second-order career adaptability factor (b = 1.361, BCa 95% CI [1.023, 1.967]). The path from extrinsic satisfaction to WE was non-significant (b = 0.107, BCa 95% CI [-0.030, 0.250]). Furthermore, the SEM isolated a significant direct positive effect from the unified career adaptability factor to work engagement (b = 0.715, BCa 95% CI [0.385, 1.396]). This study highlights that the adaptability-engagement link operates via two distinct mechanisms: an indirect pathway from a unified career adaptability construct through intrinsic job satisfaction, and a direct pathway from career adaptability to work engagement. While PROCESS analysis suggests that anxiety dampens confidence, our SEM results clarify that this should be interpreted cautiously, as the mediation pathway via extrinsic satisfaction is not robust to measurement error. These findings underscore a multi-faceted mandate for organizations: leaders must not only manage AI anxiety but also foster holistic career adaptability to enhance intrinsic job quality and build direct engagement.

本研究探讨了人工智能驱动下职业适应性与工作投入之间的复杂心理机制。我们研究了工作满意度的中介作用,并研究了一个关键假设:人工智能自我效能的适应性利益被与人工智能焦虑相关的情感成本所抑制。本文采用双重分析方法对311名中国青年工人进行了调查。首先,我们使用process Model 11和5000个自举样本进行条件过程分析,以检验条件间接效应。其次,我们利用潜在变量结构方程模型在结构水平上进行稳健验证。对人口统计学和职业协变量进行了调整。结果,初步的PROCESS分析显示,三个测试模型(如模型1:b = -0.3509, p = 0.0075)的关键三重交互作用(职业适应性×人工智能自我效能×人工智能焦虑)均具有统计学意义。进一步分析表明,人工智能自我效能感的正向调节作用取决于人工智能焦虑;在人工智能低焦虑状态下,这种效应最强,在人工智能高焦虑状态下,这种效应最弱(但仍然显著)。然而,更稳健的潜在变量SEM (CMIN/DF = 1.569, CFI = 0.939, RMSEA = 0.043)显示了临界分离效应。间接效应仅通过内在工作满意度起作用,并通过统一的二阶职业适应因子(b = 1.361, BCa 95% CI[1.023, 1.967])显著预测内在工作满意度。从外在满意度到WE的路径不显著(b = 0.107, BCa 95% CI[-0.030, 0.250])。此外,SEM分离出统一的职业适应性因素对工作投入有显著的直接正向影响(b = 0.715, BCa 95% CI[0.385, 1.396])。本研究强调了适应性与敬业度之间的联系通过两种不同的机制起作用:一种是通过内在工作满意度形成统一的职业适应性构建的间接途径,另一种是通过职业适应性到工作敬业度的直接途径。虽然过程分析表明焦虑会抑制信心,但我们的SEM结果表明,这应该谨慎解释,因为通过外在满意度的中介途径对测量误差并不稳健。这些发现强调了组织的多方面任务:领导者不仅要管理人工智能焦虑,还要培养整体的职业适应性,以提高内在的工作质量并建立直接参与。
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引用次数: 0
When Fast Thinking Meets Bad Emotion: The Effect of Intuitive Processing Modes and Negative Moods on Moral Hypocrisy. 当快速思维遇到坏情绪:直觉加工方式和消极情绪对道德伪善的影响。
IF 2.5 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-04 DOI: 10.3390/bs15121683
Binghai Sun, Pengli Yang, Liting Fan, Yuting Shao, Xin Tang

Moral hypocrisy characterized by "double standards" at the interpersonal level and "value-behavior inconsistency" at the intrapersonal level. The inconsistency in previous findings regarding the effects of intuitive processing modes on interpersonal moral hypocrisy may stem from differences in ego depletion and cognitive load. In three studies, we investigate the effects of intuitive processing modes and negative moods on moral hypocrisy. Study 1 explored the effects of these two intuitive processing modes on interpersonal hypocrisy. Study 2 further examined the combined influence of negative moods and intuitive processing modes on interpersonal hypocrisy, whereas Study 3 extended this framework from interpersonal hypocrisy to intrapersonal hypocrisy. We found that (a) under neutral mood conditions, cognitive load significantly reduced interpersonal and intrapersonal moral hypocrisy; (b) at the same time, ego depletion significantly increased interpersonal moral hypocrisy, whereas only marginally increased intrapersonal moral hypocrisy (p = 0.053); (c) under negative mood conditions, both intuitive processing modes increased interpersonal moral hypocrisy, but did not significantly increase intrapersonal moral hypocrisy. We further delineated the influence of distinct intuitive processing modes on moral hypocrisy.

以人际层面的“双重标准”和个人层面的“价值-行为不一致”为特征的道德虚伪。直觉加工方式对人际道德虚伪的影响与以往研究结果的不一致可能源于自我消耗和认知负荷的差异。在三个研究中,我们探讨了直觉加工方式和消极情绪对道德伪善的影响。研究1探讨了这两种直觉加工方式对人际虚伪的影响。研究2进一步考察了消极情绪和直觉加工模式对人际伪善的共同影响,而研究3将这一框架从人际伪善扩展到人际伪善。我们发现(a)在中性情绪条件下,认知负荷显著降低了人际和个人道德虚伪;(b)同时,自我耗竭显著增加人际道德伪善,而仅轻微增加人际道德伪善(p = 0.053);(c)消极情绪条件下,两种直觉加工方式均增加人际道德伪善,但对个人道德伪善没有显著增加。我们进一步描述了不同的直觉加工模式对道德伪善的影响。
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引用次数: 0
The Relationship Between Economic Pressure, Emotional Neglect and Anxiety Among Chinese Left-Behind Children: Based on Response Surface Analysis. 中国留守儿童经济压力、情绪忽视与焦虑的关系——基于反应面分析
IF 2.5 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-04 DOI: 10.3390/bs15121679
Suxia Liao, Danyun Wang, Kuo Zhang, Jingxin Wang

Based on the cumulative risk model and cognitive appraisal theory, this study examined the complex relationships between economic pressure, emotional neglect, and anxiety among left-behind children (LBC), focusing on the mediating role of perceived discrimination and nonlinear risk patterns. A cross-sectional survey was conducted with 618 LBC (aged 11-16 years) using standardized scales. Polynomial regression combined with Response Surface Analysis (RSA) was utilized to analyze congruence and incongruence effects. The results revealed that under congruent conditions, the association of economic pressure and emotional neglect with anxiety showed a marginally significant nonlinear accelerating trend, whereas their prediction of perceived discrimination followed a linear trend. Under incongruent conditions, emotional neglect demonstrated a stronger independent predictive effect on anxiety compared to economic pressure. Furthermore, perceived discrimination partially mediated the relationships between these risk factors and anxiety. These findings validate the cumulative risk model within the LBC context, demonstrating that risk factors operate in complex, non-additive ways. This highlights the necessity for differentiated interventions and suggests that reshaping LBC's subjective cognitive appraisals is key to reducing anxiety.

基于累积风险模型和认知评价理论,研究了留守儿童经济压力、情绪忽视和焦虑之间的复杂关系,重点研究了感知歧视和非线性风险模式的中介作用。采用标准化量表对618名LBC(11-16岁)进行横断面调查。采用多项式回归与响应面分析(RSA)相结合的方法分析同余效应和不同余效应。结果发现,在相同条件下,经济压力和情绪忽视对焦虑的预测呈微弱的非线性加速趋势,而对感知歧视的预测呈线性趋势。在不一致条件下,情绪忽视对焦虑的独立预测作用强于经济压力。此外,感知歧视部分介导了这些风险因素与焦虑之间的关系。这些发现验证了LBC背景下的累积风险模型,表明风险因素以复杂的、非加性的方式运作。这突出了差异化干预的必要性,并表明重塑LBC的主观认知评估是减少焦虑的关键。
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引用次数: 0
Unfolding Nostalgia: Spatial Visualization, Nostalgia, and Well-Being. 展开怀旧:空间可视化、怀旧和幸福感。
IF 2.5 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-03 DOI: 10.3390/bs15121669
Maxim Likhanov, Ksenia Bartseva, Elena Soldatova, Yulia Kovas

Research has shown that nostalgia can have psychological benefits, for example, by recreating comforting memories from the past. These memories often unfold in mental space, where one recreates events, people, objects, etc. Therefore, individual differences in nostalgic experience may relate to the ability to process spatial information. The aim of the current study was to investigate the links among spatial ability, imagery, nostalgia, and well-being. In total, 521 participants (Mage 27.7 years; SD = 12.14; 400 women) completed the following measures: Well-Being Inventory (WHO5), Neuroticism scale from BFI-2-S, Generalized Anxiety Disorder Inventory (GAD7), Southampton Nostalgia Proneness test, Nostalgia Content test, and Paper Folding-a spatial visualization test (SV). The SV did not correlate with nostalgia proneness. However, when only spatially related items were selected from the Nostalgia Content Questionnaire, the "Spatial Nostalgia Score" was positively linked with the SV and nostalgia proneness. This measure is also positively linked with well-being after controlling for anxiety (but not neuroticism). The current study provided new insights into the links between nostalgia and well-being by incorporating spatial visualization as an important element of nostalgia. Taken together, the results suggest that individual differences in the SV may be linked to spatial aspects of nostalgic experiences. This study identified directions for further measurement development and future experimental studies.

研究表明,怀旧可以带来心理上的好处,例如,它可以重现过去令人欣慰的记忆。这些记忆通常在心理空间中展开,在那里人们重新创造事件、人物、物体等。因此,怀旧体验的个体差异可能与空间信息处理能力有关。当前研究的目的是调查空间能力、意象、怀旧和幸福感之间的联系。521名参与者(年龄27.7岁,SD = 12.14,女性400名)完成了以下测试:幸福感量表(WHO5)、BFI-2-S神经质量表、广泛性焦虑障碍量表(GAD7)、南安普顿怀旧倾向测试、怀旧内容测试和折纸空间可视化测试(SV)。SV与怀旧倾向无关。然而,当怀旧内容问卷只选取空间相关条目时,“空间怀旧得分”与SV和怀旧倾向呈正相关。在控制焦虑(但不包括神经质)后,这一指标也与幸福感呈正相关。目前的研究通过将空间可视化作为怀旧的一个重要因素,为怀旧与幸福感之间的联系提供了新的见解。综上所述,结果表明SV的个体差异可能与怀旧体验的空间方面有关。本研究为进一步的测量发展和未来的实验研究指明了方向。
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引用次数: 0
Overestimating the Self, Outranking the Group: An Experimental Study of Overconfidence Biases in Young Decision-Makers. 高估自我,高于群体:青年决策者过度自信偏见的实验研究。
IF 2.5 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-03 DOI: 10.3390/bs15121671
Duygu Güner Gültekin, Funda Nur Akıncı

Cognitive biases have been proved to have a systematic influence on decision-making at both individual and social levels. This study investigated two forms of overconfidence-specifically, overestimation and overplacement-among young individuals participating in a social prediction task using an experimental design. The experimental study was conducted with 414 undergraduate students during an in-class written exam. Participants were drawn from different courses taught by the same instructor and varied in terms of their level of prior interaction with the instructor (having attended one, two, or three semesters). Participants predicted the instructor's favourite songs and subsequently evaluated the accuracy of their own predictions and those of their classmates. This experimental design allowed the researchers to look at both how accurately participants judged themselves and how they compared themselves to their peers. The analysis primarily focused on discrepancies between self-evaluated and actual performance. Results revealed a consistent pattern of overestimation and overplacement. Participants rated themselves as more successful than they actually were and positioned themselves above the average of their peer group. Moreover, the lack of direct feedback and limited contextual cues in the guessing task created a psychological ambiguity, which may have contributed to an unjustified sense of certainty among the participants. These findings offer empirical insight into the functioning of cognitive biases and contribute to a nuanced understanding of overconfidence in young decision-makers.

认知偏见已被证明对个人和社会层面的决策有系统的影响。本研究采用实验设计调查了参与社会预测任务的年轻人的两种形式的过度自信,即高估和过度自信。实验研究是在一次课堂笔试中对414名本科生进行的。参与者来自同一讲师教授的不同课程,并且根据他们之前与讲师的互动程度(参加了一个学期,两个学期或三个学期)而有所不同。参与者预测老师最喜欢的歌曲,然后评估自己和同学预测的准确性。这个实验设计让研究人员可以观察参与者对自己的判断有多准确,以及他们如何将自己与同龄人进行比较。分析主要集中在自我评价和实际表现之间的差异。结果显示了一致的模式高估和过度安置。参与者认为自己比实际情况更成功,并将自己定位在同龄人的平均水平之上。此外,在猜测任务中缺乏直接反馈和有限的上下文线索造成了心理上的模糊性,这可能导致参与者产生一种不合理的确定性。这些发现为认知偏见的功能提供了经验见解,并有助于对年轻决策者过度自信的细致理解。
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引用次数: 0
Wastewater Analyses for Psychoactive Substances at Music Festivals: A Systematic Review. 音乐节废水中精神活性物质的分析:系统综述。
IF 2.5 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-03 DOI: 10.3390/bs15121672
Ringala Cainamisir, Xiao Zeng, Samuel B Himmerich, Hubertus Himmerich

Music festivals have emerged as venues for the consumption of recreational drugs and novel psychoactive substances. This systematic review provides the first critical evaluation and synthesis of published wastewater analyses for detecting recreational drug use at music festivals worldwide. Following Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guidelines, we systematically searched PubMed, Embase, MEDLINE, and SCOPUS databases using terms combining music festivals, drugs, and wastewater analysis. Twenty-three studies were included, spanning festivals with 6200 to 600,000 attendees. Two primary sampling approaches emerged: wastewater sampling (16 studies) and pooled urine sampling (7 studies), using Liquid Chromatography-Tandem Mass Spectrometry or Liquid Chromatography-High-Resolution Mass Spectrometry for chemical analysis. 3,4-Methylenedioxymethamphetamine (MDMA; ecstasy) emerged as the most consistently detected substance. Regional variations included a dominance of methamphetamine in Eastern Europe, MDMA use in Western Europe, and a high prevalence of cocaine use in South America. Regarding the music genre, electronic dance music events showed markedly higher MDMA rates. Limitations include geographic underrepresentation of African and Asian countries and a gender bias in pooled urine sampling. Future research should work on enhancing sampling infrastructure, analytical capabilities, public health surveillance, and harm reduction strategies.

音乐节已经成为消费娱乐性毒品和新型精神活性物质的场所。该系统综述首次对已发表的废水分析进行了批判性评估和综合,以检测全球音乐节上的娱乐性药物使用。根据系统评价和荟萃分析的首选报告项目(PRISMA)指南,我们系统地检索了PubMed, Embase, MEDLINE和SCOPUS数据库,使用结合音乐节,药物和废水分析的术语。其中包括23项研究,涵盖了6200至60万参与者的节日。出现了两种主要的采样方法:废水采样(16项研究)和合并尿液采样(7项研究),使用液相色谱-串联质谱或液相色谱-高分辨率质谱进行化学分析。3,4-亚甲基二氧基甲基苯丙胺(MDMA;摇头丸)是最常被检测到的物质。区域差异包括东欧主要使用甲基苯丙胺,西欧主要使用摇头丸,南美洲可卡因使用率很高。就音乐类型而言,电子舞曲活动显示出明显更高的MDMA率。局限性包括非洲和亚洲国家的地理代表性不足以及合并尿液采样中的性别偏见。未来的研究应致力于加强抽样基础设施、分析能力、公共卫生监测和减少危害战略。
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引用次数: 0
The Association Between Serious Leisure and University Students' Life Satisfaction: Focusing on the Broaden-and-Build Theory of Positive Emotions. 严肃休闲与大学生生活满意度的关系:基于积极情绪的拓展与建构理论。
IF 2.5 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-03 DOI: 10.3390/bs15121677
Kyulee Shin, Sukkyung You, Youngmi Sohn

Positive psychological capital (PsyCap) is closely linked to well-being. This study examined the role of serious leisure in fostering PsyCap among Korean university students, drawing on Fredrickson's broaden-and-build theory of positive emotion. Using structural equation modeling, we investigated whether serious leisure participation predicts life satisfaction through the sequential mediating effects of positive emotion, positive thought, and PsyCap. A stratified sample of 480 Korean college students completed measures of serious leisure, positive emotion, positive thought, PsyCap, and life satisfaction. The findings revealed significant indirect associations, supporting the applicability of Fredrickson's broaden-and-build theory in explaining how serious leisure enhances life satisfaction via positive psychological resources. These findings highlight serious leisure as a meaningful pathway to psychological well-being and suggest the value of university-based programs that promote constructive leisure engagement. The key contribution of this study lies in extending the understanding of serious leisure by empirically linking it to PsyCap and life satisfaction in a non-Western context, identifying it as a developmental resource that fosters long-term well-being.

积极心理资本(PsyCap)与幸福感密切相关。本研究利用Fredrickson的积极情绪拓展与构建理论,考察了严肃休闲在培养韩国大学生心理cap中的作用。本研究采用结构方程模型,探讨了严肃休闲参与是否通过积极情绪、积极思想和心理cap的顺序中介效应预测生活满意度。一个由480名韩国大学生组成的分层样本完成了严肃休闲、积极情绪、积极思考、心理cap和生活满意度的测量。研究结果揭示了显著的间接关联,支持了Fredrickson的“扩展-构建”理论在解释严肃休闲如何通过积极的心理资源提高生活满意度方面的适用性。这些发现强调了严肃的休闲是通往心理健康的有意义的途径,并表明了促进建设性休闲参与的大学项目的价值。本研究的关键贡献在于扩展了对严肃休闲的理解,将其与非西方背景下的PsyCap和生活满意度联系起来,将其确定为一种促进长期福祉的发展资源。
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引用次数: 0
Childhood Trauma and Problematic Smartphone Use Among College Students: The Mediating Roles of Rumination and Social Anxiety. 童年创伤与大学生智能手机使用问题:反刍和社交焦虑的中介作用
IF 2.5 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-03 DOI: 10.3390/bs15121676
Caixia Deng, Jingxing Liu, Xiaoqian Wu, Xiaoya Wang, Zhiying Zheng, Wei Zhang, Hongyu Zou

Problematic smartphone use (PSU) has become a growing concern among young populations, raising significant issues for their physical and psychological well-being. Guided by Compensatory Internet Use Theory and the Interaction of Person-Affect-Cognition-Execution (I-PACE) model, this study examined the associations between different forms of childhood trauma and PSU. Participants were 2717 college students (661 males, 22.49%; Mage = 19.81 years). Two chain mediation models were tested, and latent profile analysis (LPA) was employed to capture individual differences from a person-centred perspective. LPA revealed three distinct trauma profiles: low childhood trauma, moderate childhood abuse, and high childhood abuse. Across both variable-centred and person-centred ap-proaches, rumination and social anxiety were identified as mediators linking childhood trauma to PSU. These findings advance understanding of the pathways through which childhood trauma contributes to PSU in college students. By integrating variable- and person-centred approaches, the study highlights the importance of cognitive-emotional mechanisms and provides implications for targeted prevention and intervention strategies.

有问题的智能手机使用(PSU)已经成为年轻人越来越关注的问题,给他们的身心健康带来了重大问题。本研究以代偿性网络使用理论和人-情感-认知-执行交互作用(I-PACE)模型为指导,探讨了不同形式的儿童创伤与PSU之间的关系。研究对象为2717名大学生,其中男性661人,占22.49%,年龄19.81岁。测试了两个链中介模型,并采用潜在剖面分析(LPA)从以人为本的角度捕捉个体差异。LPA揭示了三种不同的创伤特征:低童年创伤、中度童年虐待和高童年虐待。在以变量为中心和以人为中心的方法中,反刍和社交焦虑被确定为将童年创伤与PSU联系起来的中介。这些发现促进了对童年创伤导致大学生PSU的途径的理解。通过整合变量和以人为中心的方法,该研究强调了认知-情绪机制的重要性,并为有针对性的预防和干预策略提供了启示。
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引用次数: 0
Diverging Decisions? A Comparison of Jury Verdict Procedures. 不同决策?陪审团裁决程序之比较。
IF 2.5 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-03 DOI: 10.3390/bs15121666
Kayla A Burd, Valerie P Hans, Hannah J Phalen, Stephanie Madon, Max Guyll, Krystia Reed

Courts have the capacity to structure juries' decision making through the use of general verdicts with answers to written questions, special verdicts, and, in some countries, the requirement that juries provide reasons for their verdicts. Little empirical research has explored the impact of special verdicts or a reasoning requirement on juror decision making in comparison to other verdict procedures. In Experiment 1, mock jurors (N = 267) read a summary detailing a case of alleged defamation of a White or Black plaintiff and rendered a verdict (general verdict vs. special verdict vs. two variations of a general verdict procedure with a reasoning requirement). In Experiment 2, mock jurors (N = 292) heard a mock trial while viewing photos of a White or Latinx plaintiff and rendered a verdict (general verdict vs. special verdict with a reasoning requirement) after deliberating as a group. In Experiments 1 and 2, mock jurors who rendered a verdict using a general verdict form were more likely to find for the plaintiff compared to those using a special verdict form (Experiment 1) or a modified special verdict form with reason-giving (Experiment 2).

法院有能力通过对书面问题的一般性裁决、特别裁决,以及在某些国家要求陪审团提供其裁决的理由,来组织陪审团的决策。与其他判决程序相比,很少有实证研究探讨特别判决或推理要求对陪审员决策的影响。在实验1中,模拟陪审员(N = 267)阅读了一份摘要,详细描述了一个白人或黑人原告涉嫌诽谤的案件,并做出了裁决(一般裁决、特别裁决、两种带有推理要求的一般裁决程序的变体)。在实验2中,模拟陪审员(N = 292)在观看白人或拉丁裔原告的照片时听取模拟审判,并在集体审议后作出裁决(一般裁决vs.有推理要求的特殊裁决)。在实验1和实验2中,使用一般裁决书作出裁决的模拟陪审员比使用特殊裁决书(实验1)或修改特殊裁决书并给出理由(实验2)的模拟陪审员更倾向于支持原告。
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引用次数: 0
GAAIS-J: Translation and Validation of the Japanese Version of the General Attitudes Toward Artificial Intelligence Scale. GAAIS-J:对人工智能的一般态度量表日文版的翻译与验证。
IF 2.5 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-03 DOI: 10.3390/bs15121668
Yasumasa Yamaguchi, Chiaki Hashimoto, Nagayuki Saito

The rapid integration of artificial intelligence (AI) into daily life highlights the need for culturally adapted tools to assess public attitudes. This study translated, culturally adapted, and validated the Japanese version of the General Attitudes toward Artificial Intelligence Scale (GAAIS-J) to enable cross-cultural research. The original GAAIS was translated, back-translated, and reviewed by experts for cultural and linguistic equivalence. A web-based survey of 3689 Japanese was conducted. Confirmatory factor analysis supported a two-factor model-positive and negative attitudes-after removing one low-loading item and allowing select item covariances, yielding acceptable fit indices. Reliability was high (ω = 0.94, α = 0.92), and average variance extracted values indicated satisfactory convergent validity. Construct validity was demonstrated through correlations with AI trust/distrust, generative AI usage frequency, socioeconomic status, gender, and Big Five traits. Positive attitudes were linked to higher trust, income, and openness; negative attitudes correlated with older age, lower education, and lower agreeableness. The GAAIS-J is a reliable, valid instrument for assessing AI attitudes in Japan and supporting international comparisons.

人工智能(AI)与日常生活的快速融合凸显了对适应文化的工具来评估公众态度的需求。本研究翻译、文化改编并验证了日文版的人工智能一般态度量表(GAAIS-J),以进行跨文化研究。最初的GAAIS被翻译,反翻译,并由专家审查文化和语言的等效性。对3689名日本人进行了网络调查。验证性因子分析支持两因素模型——积极态度和消极态度——在去除一个低负荷项目并允许选择项目协方差后,产生可接受的拟合指数。信度较高(ω = 0.94, α = 0.92),平均方差提取值具有令人满意的收敛效度。构建效度通过与人工智能信任/不信任、生成式人工智能使用频率、社会经济地位、性别和五大特征的相关性来证明。积极的态度与更高的信任、收入和开放性有关;消极态度与年龄较大、受教育程度较低、亲和力较低相关。GAAIS-J是评估日本AI态度和支持国际比较的可靠、有效的工具。
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Behavioral Sciences
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