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Does Workplace Creativity Start at Home?: Understanding the Influence of Family Support on Workplace Creativity via Increased Employee Resilience 职场创造力是从家里开始的吗?:通过提高员工弹性来理解家庭支持对工作场所创造力的影响
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2026-01-04 DOI: 10.1002/jocb.70092
Meagan E. Paez, Roni Reiter-Palmon

The current study aims to provide a better understanding of the role of family support in promoting workplace creativity via improved individual resilience. Further investigating these relationships, the current study assessed data collected via an online survey of 278 participants. Consistent with existing research on the more general construct of social support and creativity, the results provided support for the idea that home life may prove to be a beneficial antecedent of higher creative functioning at work. Family support was found to be directly related to improved self-perceptions of individual creativity at work. Individuals reporting higher levels of family support also reported higher levels of workplace resilience. Additionally, employee resilience was found to partially mediate the positive relationship between family support and creativity.

本研究旨在更好地理解家庭支持通过提高个人弹性来促进工作场所创造力的作用。为了进一步调查这些关系,目前的研究评估了278名参与者通过在线调查收集的数据。与现有的关于社会支持和创造力的更一般的研究相一致,研究结果支持了这样一种观点,即家庭生活可能被证明是工作中更高创造性功能的有益前提。研究发现,家庭支持与提高工作中个人创造力的自我认知直接相关。报告家庭支持水平较高的个人也报告了更高水平的职场适应能力。此外,员工弹性在家庭支持与创造力的正向关系中起部分中介作用。
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引用次数: 0
The Effect of Mathematical Satisfaction on Mathematical Creativity: The Moderating Role of Individual Variables 数学满意度对数学创造力的影响:个体变量的调节作用
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-12-30 DOI: 10.1002/jocb.70083
Feride Ozyildirim Gumus, Sumeyra Soysal

This study seeks to explore the moderating effect of gender, grade level, self-confidence in mathematics, and study time allocated for mathematics outside of school on the relationship between mathematical satisfaction and mathematical creativity. Data were collected from 452 students attending state middle schools in different cities. In addition to a survey with demographic variables, data collection tools include a mathematical creativity test consisting of five open-ended mathematical problems and a Likert-type scale measuring mathematical satisfaction. The findings indicate a significant positive effect of mathematical satisfaction on mathematical creativity. The results further proved that there is no significant moderating role of gender, grade level, self-confidence in mathematics, and study time allocated for mathematics outside of school on this relationship. Future studies can focus on examining in more detail how this positive effect between mathematical satisfaction and mathematical creativity occurs.

本研究旨在探讨性别、年级、数学自信心、课外数学学习时间对数学满意度与数学创造力关系的调节作用。数据来自不同城市公立中学的452名学生。除了人口变量调查外,数据收集工具还包括一个由五个开放式数学问题组成的数学创造力测试和一个测量数学满意度的李克特式量表。研究结果表明,数学满意度对数学创造力有显著的正向影响。结果进一步证明,性别、年级水平、数学自信心和课外数学学习时间对这一关系没有显著的调节作用。未来的研究可以集中在更详细地检查数学满意度和数学创造力之间的这种积极影响是如何发生的。
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引用次数: 0
AI-Powered Scoring for Creative Thinking: Methods and Challenges in PISA Assessment 创新思维的人工智能评分:PISA评估中的方法和挑战
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-12-30 DOI: 10.1002/jocb.70082
Ricardo Primi, Roger E. Beaty, Mathias Benedek, Denis Dumas, Peter Organisciak, John D. Patterson, Tiago Calico, Mario Piacentini

The introduction of the PISA 2022 Creative Thinking assessment underscores the growing need for scalable, valid, and reliable methods to evaluate creativity in international large-scale assessments. Traditional human scoring, while nuanced, is time-consuming, costly, and subject to inconsistencies. This paper explores recent advances in artificial intelligence (AI) and natural language processing (NLP)—particularly transformer-based large language models (LLMs)—as promising alternatives for automated scoring. We review three methodological approaches: (1) unsupervised methods using semantic distance, (2) supervised fine-tuning with labeled data, and (3) few−/zero-shot learning using prompt-based inference. Empirical findings from verbal and visual creative tasks show that AI-based scoring systems can approximate human ratings with substantial accuracy (r = 0.70–0.85), even across different languages and task formats. A case study using the PISA Book Covers task demonstrates convergence between AI and human scores, with reliability levels comparable to traditional scoring. However, key challenges remain, particularly regarding cross-cultural comparability, bias mitigation, and interpretability. We discuss psychometric strategies (e.g., Many-Facet Rasch Models) to model these issues and propose future directions, including scoring of distinct creativity dimensions and developing transparent, open-source platforms. If rigorously validated, AI-based scoring offers a feasible and equitable path forward for assessing creativity globally.

PISA 2022创造性思维评估的引入强调了在国际大规模评估中对可扩展、有效和可靠的方法来评估创造力的日益增长的需求。传统的人工评分虽然细致入微,但耗时、成本高,而且容易出现不一致性。本文探讨了人工智能(AI)和自然语言处理(NLP)的最新进展-特别是基于变压器的大型语言模型(llm) -作为自动评分的有前途的替代方案。我们回顾了三种方法:(1)使用语义距离的无监督方法,(2)使用标记数据的监督微调,以及(3)使用基于提示的推理的少/零射击学习。口头和视觉创造性任务的实证研究结果表明,基于人工智能的评分系统可以以相当高的准确性接近人类的评分(r = 0.70-0.85),即使在不同的语言和任务格式中也是如此。使用PISA书本封面任务的案例研究展示了人工智能和人类分数之间的融合,其可靠性水平与传统评分相当。然而,主要的挑战仍然存在,特别是在跨文化可比性、减少偏见和可解释性方面。我们讨论了心理测量策略(例如,多面Rasch模型)来模拟这些问题,并提出了未来的方向,包括不同创造力维度的评分和开发透明的开源平台。如果经过严格验证,基于人工智能的评分为评估全球创造力提供了一条可行而公平的道路。
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引用次数: 0
Beyond Extremes, Intermediate Cognitive Inhibition Facilitates Creative Thinking: Behavioral and Neural Evidence in Young Adults 超越极端,中间认知抑制促进创造性思维:年轻人的行为和神经证据
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-12-29 DOI: 10.1002/jocb.70085
Chaoqun Ye, Yuhong Lin, Xing Wang, Chunlei Liu, Weiping Hu

The role of cognitive inhibition in creativity remains debated, with evidence pointing to both facilitative and impairing effects. To clarify this relationship, we experimentally manipulated inhibition levels (high, intermediate, low) using a cognitive resource depletion paradigm and examined their effects on creative thinking and its neural mechanisms. Behaviorally, participants with intermediate inhibition outperformed both the high and low inhibition groups in creative thinking. EEG analyses revealed enhanced alpha activity during creative ideation in the intermediate inhibition group, particularly in the frontal, fronto-central, and temporal regions in the right hemisphere, accompanied by greater cortical differentiation across frontal, central, and parietal areas. In contrast, the high inhibition group showed frontal and parietal activation differences without hemispheric asymmetry, whereas the low inhibition group exhibited neither regional differentiation nor hemispheric effects. The cortical alpha activation pattern of intermediate inhibition may reflect a dynamic balance or flexible shift between top-down cognitive control and bottom-up associative processing that optimizes creative ideation. Together, these findings offer a new perspective on the complex relationship between cognitive inhibition and creativity. More importantly, they reveal the cognitive and neural mechanisms through which cognitive inhibition regulates creative thinking, thereby deepening our understanding of the cognitive architecture underlying creativity.

认知抑制在创造力中的作用仍然存在争议,有证据表明它既有促进作用,也有损害作用。为了阐明这一关系,我们利用认知资源耗竭范式,通过实验控制抑制水平(高、中、低),并研究了它们对创造性思维及其神经机制的影响。在行为上,中度抑制的参与者在创造性思维方面的表现优于高抑制组和低抑制组。脑电图分析显示,在中度抑制组中,创造性思维过程中的α活动增强,尤其是在右半球的额叶、额中央和颞叶区域,伴随着额叶、中央和顶叶区域更大的皮层分化。相比之下,高抑制组表现出额叶和顶叶的激活差异,但没有半球不对称,而低抑制组既没有区域分化,也没有半球效应。中间抑制的皮层α激活模式可能反映了自上而下的认知控制和自下而上的联想加工之间的动态平衡或灵活转换,从而优化创造性思维。总之,这些发现为认知抑制和创造力之间的复杂关系提供了一个新的视角。更重要的是,它们揭示了认知抑制调节创造性思维的认知和神经机制,从而加深了我们对创造力背后的认知架构的理解。
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引用次数: 0
Cross-Cultural Validation of the Malevolent Creativity Behavior Scale in 7 Countries 恶意创造行为量表在7个国家的跨文化验证
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-12-29 DOI: 10.1002/jocb.70084
Cristian Ramos-Vera, Gisele Magarotto Machado, Dritjon Gruda, Hongyu Fu, Royer Olivera-Cercado, Luis Hualparuca-Olivera, Bernard Mensah Amoako, Inuusah Mahama, Ireri Anthony, Eliana Santos de Farias, Tatiana de Cassia Nakano, Carolina Rosa Campos, Bruno Bonfá-Araujo

This study examined the psychometric properties and cross-cultural validity of the Malevolent Creativity Behavior Scale (MCBS). A total of 2937 participants from Brazil, China, Ghana, Kenya, Peru, the United Kingdom, and the United States completed the 13-item MCBS. Confirmatory factor analyses compared multiple factor structures (unidimensional, three-factor, hierarchical, and bifactor), and measurement invariance was tested both across countries and by sex. The original three-factor solution demonstrated a generally acceptable fit. The measurement invariance findings indicated that the MCBS retains stable thresholds and factor loadings across groups, supporting the meaningfulness of comparisons. No significant item bias emerged by sex. However, most MCBS items do not reference novelty, a defining feature of creativity, posing the concern that the MCBS focuses more on malevolent ideation or antagonistic behaviors rather than creative malevolent processes. Overall, the results underscore the MCBS as a reliable tool for measuring harmful and creative behaviors in diverse cultural and demographic contexts. These findings contribute to the growing understanding of how malevolent creativity manifests and can be measured worldwide.

本研究考察了恶意创造行为量表(MCBS)的心理测量特征和跨文化效度。共有2937名来自巴西、中国、加纳、肯尼亚、秘鲁、英国和美国的参与者完成了13个项目的MCBS。验证性因素分析比较了多因素结构(一维、三因素、分层和双因素),并在不同国家和性别之间测试了测量不变性。最初的三因素解决方案显示出普遍可接受的拟合。测量不变性结果表明,MCBS在各组间保持稳定的阈值和因子负荷,支持比较的意义。性别没有显著的项目偏见。然而,大多数MCBS项目不涉及新颖性,而新颖性是创造力的一个定义特征,这引起了人们的担忧,即MCBS更关注恶意构思或对抗行为,而不是创造性的恶意过程。总的来说,研究结果强调了MCBS是衡量不同文化和人口背景下有害和创造性行为的可靠工具。这些发现有助于人们越来越多地了解恶意创造力是如何表现出来的,并且可以在全球范围内进行测量。
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引用次数: 0
Improving the Large-Scale Creative Thinking Assessments: A Sociocultural View 改进大规模创造性思维评估:一个社会文化的视角
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-12-27 DOI: 10.1002/jocb.70090
Weiguo Pang, Jonathan A. Plucker

The purpose of this paper is to use the Six A's model of creativity (namely actor, aim, action, artifact, audience, and affordance) to examine the strengths and weaknesses of the PISA 2022 creative thinking (CT) assessment and offer suggestions for improving the testing program. The authors point out that student CT in the PISA context is conceptualized as a specific type of creativity. It is PISA's aim that determines who the creative actors are, how the students engage in CT processes, and how the creative outcomes are presented. Based on the analysis of PISA 2022 methodology and results, we propose a series of suggestions for enhancing the PISA CT competencies and revising the relational test items, as well as how to use the PISA data to conduct secondary analysis. The issue of the gender gap in CT performance is also discussed from the perspective of environmental affordances.

本文的目的是使用六个A的创造力模型(即演员,目标,行动,工件,观众和提供)来检查PISA 2022创造性思维(CT)评估的优缺点,并为改进测试程序提供建议。作者指出,在PISA的背景下,学生的CT被概念化为一种特定类型的创造力。PISA的目的是决定谁是创造性的参与者,学生如何参与CT过程,以及如何呈现创造性的结果。在分析PISA 2022的方法和结果的基础上,我们提出了一系列关于提高PISA CT能力和修改相关测试项目的建议,以及如何利用PISA数据进行二次分析。本文还从环境可承受性的角度探讨了CT表现中的性别差异问题。
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引用次数: 0
The Relationship Between Social Media Use and Creativity: A Meta-Analysis 社交媒体使用与创造力的关系:一项元分析
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-12-27 DOI: 10.1002/jocb.70089
Chenglong Yang, Tianwei Xu, Bijie Tie, Yingkai Yang, Maxwell S. Kay, Margaret A. Shideler, Peiduo Liu, Adam E. Green, Wenjing Yang

In the digital era, social media continues to consume an increasing share of individuals' time and attention. As a result, the association between social media use (SMU) and creativity has garnered growing interest in both public discourse and academic research, although empirical findings remain inconsistent. We conducted a meta-analysis of 31 studies (71 effect sizes, total N = 10,156) to examine the relationship between SMU and creativity. The overall effect indicated a small positive correlation between SMU and creativity (r = 0.21, 95% CI [0.11, 0.30], p < 0.001). Moderator analyses identified four statistically significant moderators—social media use dimension, focus on excessive SMU, creativity metric dimension, and creativity metric context. Drawing uniquely on research at the intersection of SMU and creativity, our findings suggest that this form of human–computer interaction may be associated with enhanced creativity, although the magnitude of the association is modest. Further empirical work is needed to clarify the mechanisms linking SMU to creativity and to develop more robust metrics capable of capturing the multidimensional and dynamic nature of both constructs.

在数字时代,社交媒体继续消耗越来越多的个人时间和注意力。因此,社交媒体使用(SMU)和创造力之间的联系在公共话语和学术研究中都引起了越来越多的兴趣,尽管实证结果仍然不一致。我们对31项研究(71个效应量,总N = 10,156)进行了荟萃分析,以检验SMU与创造力之间的关系。总体效果表明SMU与创造力之间存在微小的正相关(r = 0.21, 95% CI [0.11, 0.30], p < 0.001)。调节因素分析确定了四个统计上显著的调节因素——社交媒体使用维度、对过度SMU的关注、创造力度量维度和创造力度量背景。通过对新大和创造力交叉领域的独特研究,我们的研究结果表明,这种形式的人机交互可能与增强的创造力有关,尽管这种联系的程度并不大。需要进一步的实证工作来澄清将新大与创造力联系起来的机制,并开发能够捕捉这两种结构的多维和动态性质的更强大的指标。
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引用次数: 0
Fostering Creativity Through Educational Interventions in Higher Education: A Systematic Review 通过教育干预培养高等教育中的创造力:系统回顾
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-12-27 DOI: 10.1002/jocb.70078
Carlota Rodríguez-Silva, Jessica Cabrera Cuevas, Verónica Violant-Holz

Creativity has gained relevance over the years in education, and especially recently due to its consideration as a transversal competency in higher education, but there is still a lack of integration of knowledge. This qualitative systematic review explores literature on educational interventions designed to enhance creativity and investigates possible changes regarding the influence of COVID-19. A pre-planned comprehensive search strategy was conducted across prominent databases (Web of Science, PsycINFO, and EBSCO). We used SANRA and ENTREQ as quality control. A total of 86 studies met our criteria. Our findings reveal no specific results regarding the influence of COVID-19. Our results show a peak of the publications in 2016, the predominance of the USA, the prevalence of these interventions in Social Sciences, and the increase of the impact and reach of such scientific articles. In addition, our data reveals the relation between concepts such as creativity, higher education (HE), creative thinking, critical thinking, or creative training. Moreover, these outcomes suggest didactic methods to foster creativity such as project-based learning, problem-based learning, and experiential learning. The implications of this review are related to the design, implementation and evaluation of the teaching and learning process, alongside the didactic process in higher education.

多年来,创造力在教育中获得了相关性,特别是最近由于其被认为是高等教育中的横向能力,但仍然缺乏知识的整合。本定性系统综述探讨了旨在提高创造力的教育干预措施的文献,并调查了COVID-19影响方面可能发生的变化。预先计划的综合搜索策略在著名数据库(Web of Science、PsycINFO和EBSCO)中进行。我们使用SANRA和ENTREQ作为质量控制。共有86项研究符合我们的标准。我们的研究结果没有揭示COVID-19影响的具体结果。我们的研究结果显示,2016年的出版物达到高峰,美国占主导地位,这些干预措施在社会科学领域的流行,以及此类科学文章的影响力和覆盖范围的增加。此外,我们的数据揭示了创造力、高等教育(HE)、创造性思维、批判性思维或创造性训练等概念之间的关系。此外,这些结果建议采用教学方法来培养创造力,如基于项目的学习、基于问题的学习和体验式学习。本次审查的意义与教学过程的设计、实施和评估以及高等教育的教学过程有关。
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引用次数: 0
The Multidimensionality and Domain-Specificity of PISA 2022 Creative Thinking Assessment: From Competency Model to Measurement Model PISA 2022创造性思维评估的多维度与领域特异性:从胜任力模型到测量模型
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-12-27 DOI: 10.1002/jocb.70086
Baptiste Barbot

The PISA Creative Thinking (CT) assessment measures 12 facets of CT across four domains and three thinking processes, operationalized through 18 tasks for a total of 32 items. While this represents a comprehensive multidimensional competency model that reflects CT in a diverse range of situations, the aggregation of performance into a unidimensional scale raises important questions. Although a single “general” CT score (i.e., thinking-process general and domain-general) offers practical advantages for reporting at the country level—for example, country rankings—the potential loss of information about domain-specific and process-specific dimensions warrants further investigation. This paper first reviews the PISA CT competency model and its mapping of items in the final assessment. It then critically examines the substantive meaning of the general CT score, the unidimensional measurement model applied in PISA 2022 Volume 3, and its alignment—or lack thereof—with the underlying multidimensional competency framework of the PISA CT assessment. Finally, alternative multidimensional measurement models are outlined, with a discussion of their interpretation and potential utility for advancing creativity theory and informing educational policies. Together, the paper concludes by emphasizing the importance of adopting a multidimensional approach to re-evaluate current PISA findings and support meaningful secondary analyses that can leverage this rich dataset.

PISA创造性思维(CT)评估涵盖四个领域和三个思维过程的12个方面,通过总共32个项目的18个任务进行操作。虽然这代表了一个全面的多维能力模型,反映了CT在不同情况下的表现,但将绩效汇总到一维尺度中提出了重要问题。尽管单一的“通用”CT评分(即思维过程通用和领域通用)为国家一级的报告提供了实际优势,例如国家排名,但领域特定维度和过程特定维度的潜在信息丢失值得进一步调查。本文首先回顾了PISA CT胜任力模型及其在最终评估中的项目映射。然后,它批判性地考察了一般CT分数的实质性意义,PISA 2022卷3中应用的单维测量模型,以及它与PISA CT评估的潜在多维能力框架的一致性或缺乏性。最后,概述了其他多维测量模型,并讨论了它们的解释和潜在效用,以推进创造力理论和为教育政策提供信息。总之,本文最后强调了采用多维方法重新评估当前PISA结果的重要性,并支持可以利用这一丰富数据集的有意义的二次分析。
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引用次数: 0
Why and When I Am Innovative Because of “Us”: The Roles of Conformity to Organizational Norms and Leader Innovation Encouragement 我为什么和何时因为“我们”而创新:从众对组织规范和领导者创新激励的作用
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-12-27 DOI: 10.1002/jocb.70088
Yan Liu, Yangyi Chen, Wenqi Jiang, Lingyan Hu

It is important for organizations to foster employees' innovative behavior. Organizational identification has long been examined as an antecedent of innovative behavior. However, both positive and negative relationships were found. Conformity to organizational norms was considered to explain the negative relationship. We argue that the mediating role of conformity to organizational norms is contingent on employees' perceived encouragement of innovative behavior from leaders and organizations respectively; employees' perceived organization encouragement of innovative behavior moderates the relationship between norm conformity and innovative behavior via perceived leader encouragement of innovative behavior. Analyses of the three-wave data among nurses provide support for most of the hypotheses. A supplementary study further demonstrates that conformity to organizational norms positively mediates the relationship between organizational identification and innovative behavior. These findings may change the understanding of norm conformity in the literature and provide organizational leaders with useful guidance for motivating employees' innovative behavior.

组织培养员工的创新行为是非常重要的。长期以来,组织认同一直被视为创新行为的前提。然而,积极和消极的关系都被发现了。对组织规范的遵从被认为可以解释这种负相关关系。我们认为,员工对组织规范的遵从的中介作用分别取决于领导者和组织对创新行为的鼓励;员工感知到的组织鼓励创新行为通过感知到的领导者鼓励创新行为调节规范从众与创新行为之间的关系。对护士三波数据的分析支持了大多数假设。一项补充研究进一步表明,组织规范符合性在组织认同与创新行为之间具有正向中介作用。这些发现可能会改变文献中对规范从众的理解,并为组织领导者激励员工的创新行为提供有益的指导。
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引用次数: 0
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Journal of Creative Behavior
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