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Uncovering Behavioral Patterns in Creative Thinking: Utilizing and Interpreting PISA 2022 Process Data 揭示创造性思维中的行为模式:利用和解释PISA 2022过程数据
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-09-22 DOI: 10.1002/jocb.70069
Juyeon Lee, Sue Hyeon Paek, Yoonsun Jang

Examining cognitive dynamics in the creative process is crucial for advancing creative theories and creativity education but has been historically understudied due to the technical challenges in collecting fine-grained data underlying cognitive processes. The PISA 2022 Creative Thinking assessment has the potential to address this limitation by offering rich, technology-based process data that capture cognitive and affective dynamics. To explore this potential, we outlined key topics and theoretical foundations in creativity research related to process data, followed by an illustrative example demonstrating how process data can illuminate creative thinking processes simply using descriptive statistics of released items. Furthermore, we delineated model-based approaches, including data mining techniques and extended item response theory models, to uncover various behavioral patterns in creative thinking through integrating process data and item responses together. While PISA 2022 process data provide valuable insights into creative thinking, strong theoretical support is recommended to compute new variables from original process data metrics and choose appropriate statistical methodologies for nuanced and valid interpretations. We further discussed challenges and recommendations for utilizing the PISA 2022 CT process data.

研究创造过程中的认知动态对于推进创造理论和创造力教育至关重要,但由于在收集认知过程背后的细粒度数据方面的技术挑战,历史上一直未得到充分研究。PISA 2022创造性思维评估有可能通过提供丰富的、基于技术的过程数据来捕捉认知和情感动态,从而解决这一限制。为了探索这一潜力,我们概述了与过程数据相关的创造力研究的关键主题和理论基础,然后通过一个说明性示例展示了过程数据如何通过简单地使用发布项目的描述性统计来阐明创造性思维过程。此外,我们描述了基于模型的方法,包括数据挖掘技术和扩展的项目反应理论模型,通过将过程数据和项目反应结合在一起,揭示创造性思维中的各种行为模式。虽然PISA 2022过程数据为创造性思维提供了有价值的见解,但建议提供强有力的理论支持,以从原始过程数据度量中计算新变量,并选择适当的统计方法进行细致入微和有效的解释。我们进一步讨论了利用PISA 2022 CT过程数据的挑战和建议。
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引用次数: 0
Creative Thinking and Lexical Richness Development and the Impact of Cooperative Learning Over Time 创造性思维、词汇丰富性发展及合作学习的长期影响
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-09-16 DOI: 10.1002/jocb.70054
Rafael Segundo-Marcos, Verónica López Fernández, María Teresa Daza González

This study explores developmental changes in creative thinking and lexical richness (measured through lexical density and diversity) during late childhood and examines how different classroom methodologies may be associated with these changes. Data were collected from 57 students at three time points (between 5th and 6th grades of primary school), allowing us to track the longitudinal development of both variables. Participants were divided into two groups based on their learning methodologies: Cooperative Learning (CL) and Individual Learning (IL). In the CL group, students engaged in structured cooperative activities centered on problem-solving and open-ended tasks in Language, Mathematics, and Arts, fostering peer interaction and idea exchange. A repeated measures ANOVA revealed significant age-related improvements in creative thinking and lexical richness, with the CL group showing greater gains, particularly at the second (T2) and third (T3) assessments. Correlation analyses showed a strong positive relationship between lexical richness and creative thinking, suggesting that a richer vocabulary may facilitate the generation of more complex and innovative ideas. These findings highlight the value of cooperative learning in promoting both creative and linguistic development during late childhood and underscore the need for further research into how classroom practices influence cognitive growth in primary education.

本研究探讨了儿童后期创造性思维和词汇丰富性(通过词汇密度和多样性来衡量)的发展变化,并探讨了不同的课堂教学方法如何与这些变化相关联。我们从57名学生中收集了三个时间点(小学五年级到六年级之间)的数据,使我们能够跟踪这两个变量的纵向发展。参与者根据学习方法分为两组:合作学习(CL)和个人学习(IL)。在CL组中,学生参与结构化的合作活动,以解决问题和语言、数学和艺术的开放式任务为中心,促进同伴互动和思想交流。重复测量方差分析显示,在创造性思维和词汇丰富度方面,与年龄相关的显著改善,CL组表现出更大的进步,特别是在第二次(T2)和第三次(T3)评估中。相关分析表明,词汇丰富度与创造性思维之间存在强烈的正相关关系,这表明更丰富的词汇可能有助于产生更复杂和创新的想法。这些发现强调了合作学习在促进儿童后期创造性和语言发展方面的价值,并强调了进一步研究课堂实践如何影响小学教育认知发展的必要性。
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引用次数: 0
The Importance of Context Awareness in PISA Creativity Data 情境意识在PISA创造力数据中的重要性
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-09-16 DOI: 10.1002/jocb.70066
Hansika Kapoor, Anirudh Tagat

For the first time in 2022, PISA (Programme for International Student Assessment) assessed creative thinking skills among 15-year-old students in 64 countries. The inclusion of measures assessing the generation and evaluation of new and diverse ideas is a welcome step, especially as PISA also includes data on academic performance. Early results from descriptive analysis indicate that girls outperform boys in creative thinking, and better socioeconomic conditions foster improved creative output. This commentary will examine whether these findings from PISA can be generalized to a broader set of countries, relying on cultural differences in creativity as well as education systems. This is to mitigate against the dangers of overgeneralizing or overinterpreting PISA creativity, resulting in the absence of context awareness. Specifically, we will discuss (a) how the characteristics of PISA nations may be systematically different from non-participating nations, along Hofstede's cultural dimensions or cultural distance metrics, (b) how PISA results can be merged with other existing country-level datasets to enrich interpretations, (c) implications of broad PISA results against the background of national-level metrics like gender gap or human development indices, and (d) future directions for valuable large-scale datasets such as PISA.

2022年,国际学生评估项目(PISA)首次对64个国家15岁学生的创造性思维能力进行了评估。纳入评估新想法和不同想法的产生和评估的措施是一个受欢迎的步骤,特别是在PISA还包括学业表现数据的情况下。描述性分析的早期结果表明,女孩在创造性思维方面优于男孩,更好的社会经济条件促进了创造性产出的提高。这篇评论将根据创造力和教育系统的文化差异,研究PISA的这些发现是否可以推广到更广泛的国家。这是为了减轻过度概括或过度解释PISA创造力的危险,从而导致缺乏上下文意识。具体来说,我们将讨论(a)根据Hofstede的文化维度或文化距离指标,PISA国家的特征如何与非参与国有系统的不同;(b) PISA结果如何与其他现有的国家级数据集合并,以丰富解释;(c)在性别差距或人类发展指数等国家级指标背景下,广泛的PISA结果的含义。(d)诸如PISA等有价值的大规模数据集的未来方向。
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引用次数: 0
PISA 2022 Creative Thinking Assessment: A Landmark Opportunity for School and System Leaders to Put Creativity at the Heart of Students' Learning PISA 2022创造性思维评估:学校和系统领导者将创造力置于学生学习核心的里程碑式机会
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-09-16 DOI: 10.1002/jocb.70067
Bill Lucas

The PISA 2022 Creative Thinking (CT) assessment is a watershed moment for the status of CT in schools, providing leadership opportunities for researchers, practitioners, and policy makers. This extensive new data set reminds educators of the challenges faced by anyone trying to change a system predicated on individual subject disciplines and their largely content-based assessments. It also helpfully further debunks some surprisingly long-held myths about creativity—that it is vague, undermines scholarship, cannot be taught, and cannot be assessed in schools. This paper moves beyond the important ‘event’ of the PISA test to the important ongoing processes of formative assessments in classrooms which could be taking place today. Examples are offered from the author's own research with schools which expand on the PISA data and possible next steps are identified for school and system leaders who wish to seize the opportunities presented by the PISA CT Test.

PISA 2022创造性思维(CT)评估是CT在学校地位的分水岭时刻,为研究人员、从业者和政策制定者提供了领导机会。这一广泛的新数据集提醒教育工作者,任何试图改变基于个别学科和主要基于内容的评估系统的人都面临着挑战。它还有助于进一步揭穿一些令人惊讶的长期存在的关于创造力的神话——它是模糊的,破坏了学术研究,不能教,不能在学校评估。本文超越了PISA测试的重要“事件”,讨论了今天可能发生的课堂形成性评估的重要持续过程。作者自己的研究提供了例子,这些研究扩展了PISA数据,并为希望抓住PISA CT测试所带来的机会的学校和系统领导者确定了可能的下一步。
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引用次数: 0
Commentary: Expanding the Scope of Creativity Assessment: Integrating Everyday Creativity to Address 21st Century Complexities 评论:扩大创造力评估的范围:整合日常创造力以应对21世纪的复杂性
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-09-14 DOI: 10.1002/jocb.70061
Margaret Mangion, Leonie Baldacchino

The OECD's PISA Creative Thinking (CT) Assessment, introduced as part of the PISA framework in 2022, marks a significant advancement in recognizing creativity as an essential skill for the 21st century. However, as with all new initiatives, a review of the PISA CT 2022 highlights certain limitations that could benefit from refinement in future iterations of the battery to achieve a more comprehensive and ecologically valid understanding of adolescent creative thinking. In this commentary, we argue for an expansion of the PISA CT's focus to include assessment of everyday creativity (EC), which reflects the practical and contextual realities of contemporary life.

经合组织的PISA创造性思维(CT)评估于2022年作为PISA框架的一部分引入,标志着在认识到创造力是21世纪的基本技能方面取得了重大进展。然而,与所有新举措一样,对PISA CT 2022的回顾强调了某些局限性,这些局限性可以从未来迭代的电池改进中受益,以实现对青少年创造性思维的更全面和生态有效的理解。在这篇评论中,我们主张将PISA CT的重点扩展到包括日常创造力(EC)的评估,这反映了当代生活的实际和背景现实。
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引用次数: 0
Work Addiction and Creativity: Balanced View and Benefits of Workaholism 工作成瘾和创造力:平衡的观点和工作狂的好处
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-09-14 DOI: 10.1002/jocb.70064
Paweł A. Atroszko, Piotr M. Luszuk

Naseer et al. paper provided interesting data suggesting that workaholism fosters employees' creativity and argued for a more balanced perspective to the dominant negative view of workaholics. We draw attention to several issues with the used design, findings, conclusions, and alternative explanations for the gathered data in the light of considerable developments in workaholism literature over the last decade: (i) workaholism/work addiction refers to a phenomenon conceptualized as an addictive disorder with well-established associations with a broad range of harm, (ii) it is comorbid with various psychopathologies, substance use and dependence, (iii) mental health problems and addictions are associated with creativity, (iv) however, these links are complex and often unclear, (v) work for some individuals is hypothesized to fulfill similar functions as stimulant drugs such as amphetamines, (vi) the initial studies support the mechanism of transition from healthy work engagement to workaholism via absorption phenomenologically indistinguishable from stimulant-induced “high.” We align with the proposition to develop a balanced view of workaholism, and we advocate for a nuanced framework that considers the complex cost/benefits ratios between short and long-term harms and potential gains. Both should be carefully investigated with robust methodologies allowing for evidence-based and informed decisions.

Naseer等人的论文提供了有趣的数据,表明工作狂能培养员工的创造力,并提出了一种更平衡的观点,以取代对工作狂的主流负面看法。我们提请注意几个问题,使用的设计,发现,结论,并根据相当大的发展,在过去十年的工作狂文学收集的数据的替代解释:(一)工作狂/工作成瘾指的是一种被概念化为成瘾障碍的现象,它与广泛的危害有着明确的联系;(二)它与各种精神病理、物质使用和依赖并存;(三)精神健康问题和成瘾与创造力有关;(四)然而,这些联系很复杂,往往不明确;(五)对某些人来说,工作被假设具有与苯丙胺类兴奋剂类似的功能;(六)最初的研究支持从健康的工作投入到工作狂的过渡机制,通过吸收现象与兴奋剂引起的“兴奋”没有区别。我们支持对工作狂形成一个平衡的看法的主张,我们提倡一个细致入时的框架,考虑到短期和长期危害与潜在收益之间复杂的成本/收益比率。两者都应以可靠的方法进行仔细调查,以便作出基于证据和知情的决定。
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引用次数: 0
Comparing Virtual Brainwriting and Video-Based Brainstorming in Groups With Perceived Functional Diversity or Similarity 比较虚拟脑力写作和基于视频的头脑风暴在群体中感知功能的多样性或相似性
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-09-14 DOI: 10.1002/jocb.70058
Jonali Baruah, Edgar Jimenez, Paul B. Paulus

This study investigates the impact of perceived work-related diversity on two virtual idea-generation methods (video-based oral brainstorming and virtual brainwriting) on the innovative process during both the idea-generation and selection phases. A total of 157 working students were randomly assigned to 57 small groups to complete brainstorming and idea-selection tasks. Each group worked either via synchronous virtual brainwriting or video-based oral brainstorming and was primed to view their group as functionally diverse or functionally homogeneous. Groups in the virtual brainwriting condition generated significantly more ideas, more original ideas, a higher proportion of good-quality ideas, and greater elaboration than video-based groups. During the idea-selection task, brainwriting groups chose ideas of higher originality, whereas video-based groups favored more feasible ideas. Perceived functional diversity was associated with lower originality during idea generation but higher originality during the selection task compared to homogeneous groups. These findings have implications for enhancing innovation and productivity in virtual workspaces, offering insights for organizations and educational environments seeking to optimize collaboration in digital settings.

本研究探讨了感知工作多样性对两种虚拟创意产生方法(基于视频的口头头脑风暴和虚拟脑写)在创意产生和选择阶段的创新过程的影响。共有157名在职学生被随机分配到57个小组,完成头脑风暴和想法选择任务。每个小组通过同步的虚拟脑力写作或基于视频的口头头脑风暴进行工作,并准备将他们的小组视为功能多样化或功能同质。与基于视频的小组相比,处于虚拟大脑写作状态的小组产生了更多的想法,更多的原创想法,更高比例的高质量想法,以及更多的阐述。在想法选择任务中,脑力写作组选择创意更高的想法,而视频组更喜欢可行的想法。与同质组相比,感知功能多样性与创意产生过程中较低的独创性相关,但与选择任务中较高的独创性相关。这些发现对提高虚拟工作空间的创新和生产力具有重要意义,为寻求在数字环境中优化协作的组织和教育环境提供了见解。
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引用次数: 0
Measuring Divergent Thinking in Virtual Reality 在虚拟现实中测量发散思维
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-09-14 DOI: 10.1002/jocb.70063
S. Weiss, O. Wilhelm

Popular divergent thinking tasks, such as the Alternate Uses tasks, are widely familiar and frequently used but somewhat outdated, leave little freedom for imagination, provide limited opportunity for high creativity, and lack ecological validity. Therefore, we developed novel tasks using immersive virtual reality (VR) to assess figural (drawing of lamps) and verbal divergent thinking (virtual journeys to Machu Picchu and Time Square). VR tasks were related to traditional divergent thinking tasks and also personality measures. We used a small sample size Bayesian structural equation modeling in a sample of N = 38 participants, including informed priors. The results show factorial coherence of the VR divergent thinking tasks and some substantial relations with divergent thinking tests and smaller relations with openness to experience. These findings suggest that VR has substantial promise as a test medium for assessing divergent thinking. We discuss the findings in light of some limitations and ecological validity.

流行的发散思维任务,如交替使用任务,被广泛熟悉和经常使用,但有些过时,给想象力留下了很少的自由,为高创造力提供了有限的机会,缺乏生态有效性。因此,我们开发了使用沉浸式虚拟现实(VR)来评估图形(画灯)和语言发散思维(马丘比丘和时代广场的虚拟旅行)的新任务。虚拟现实任务与传统的发散性思维任务和人格测试有关。我们在N = 38名参与者的样本中使用了小样本量的贝叶斯结构方程模型,包括知情先验。结果表明,虚拟现实发散思维任务的析因一致性与发散思维测试有一定的相关性,与经验开放性的相关性较小。这些发现表明,虚拟现实作为评估发散性思维的测试媒介具有很大的前景。我们从一些局限性和生态有效性的角度来讨论这些发现。
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引用次数: 0
The Role of Basic Psychological Need Satisfaction and Need Frustration and Emotional Well-Being in Everyday Creativity: A Daily Diary Approach 基本心理需求满足、需求挫折和情绪幸福感在日常创造中的作用:一种每日日记的方法
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-09-09 DOI: 10.1002/jocb.70060
Sakhavat Mammadov, Zuchao Shen, Kristen N. Lamb, Ayse Hilal Avci

Playing music, writing poetry, or even experimenting with new recipes can be powerful tools for personal growth. Engaging in these everyday creative activities can help us explore our interests and talents, form relationships, and gain new perspectives on the world around us. The purpose of this study was to examine day-to-day changes in everyday creativity and to determine the extent to which between-person and within-person predictors explained these daily variations. Each day for 2 weeks, participants (N = 134, graduate students in an educational psychology program) provided daily reports on their perceived creativity levels, and described their emotional well-being, need satisfaction, and need frustration. Multilevel modeling analyses suggested that within-person fluctuations were more strongly associated with changes in everyday creativity than between-person differences. Specifically, robust linkages were observed between daily positive affect and creativity. Greater positive affect on a given day corresponded with increased creativity on the same day and the subsequent day. Experiences of daily autonomy satisfaction, autonomy frustration, and competence satisfaction positively influenced everyday creativity.

演奏音乐,写诗,甚至尝试新的食谱都可以成为个人成长的有力工具。参与这些日常的创造性活动可以帮助我们探索我们的兴趣和才能,建立人际关系,并获得对我们周围世界的新视角。这项研究的目的是检查日常创造力的日常变化,并确定人与人之间和人与人之间的预测因素在多大程度上解释了这些日常变化。在两周的时间里,参与者(N = 134,教育心理学项目的研究生)每天提供他们感知到的创造力水平的日常报告,并描述他们的情绪健康、需求满足和需求挫折。多层次模型分析表明,与人与人之间的差异相比,人与人之间的波动与日常创造力的变化联系更紧密。具体来说,日常积极情绪和创造力之间存在着密切的联系。一天中更大的积极影响与当天和随后一天的创造力增加相对应。日常自主性满意度、自主性挫败感和胜任力满意度对日常创造力有正向影响。
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引用次数: 0
The Effect of Novelty and Usefulness on Creative Idea Adoption: An S-Shaped Relationships 新颖性和有用性对创意采纳的影响:s型关系
IF 3 2区 心理学 Q2 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-08-22 DOI: 10.1002/jocb.70059
Mingchuan Yu, Xiaotong Liu, Greg G. Wang, Han Lin, Yan Liu

Informed by the prospect theory, we investigated how perceptions of creative idea attributes, novelty versus usefulness, relate to the likelihood that those ideas will be adopted by using multi-source and multi-wave data. The findings indicate a positive association between usefulness and idea adoption, and an S-shaped association between novelty and idea adoption. Moreover, there is a linear positive relationship between novelty and adoption when usefulness is low; however, novelty is unrelated to idea adoption when usefulness is high. We discuss implications for research and practice, note limitations such as potential nested data issues and range restriction, and propose future research directions.

在前景理论的指导下,我们使用多源和多波数据研究了创意属性(新颖性与实用性)的感知与这些创意被采用的可能性之间的关系。研究结果表明,有用性和想法采纳之间存在正相关,而新颖性和想法采纳之间呈s形相关。此外,当有用性较低时,新颖性与采用之间存在线性正相关;然而,当有用性很高时,新颖性与想法的采用无关。我们讨论了对研究和实践的影响,指出了潜在的嵌套数据问题和范围限制等局限性,并提出了未来的研究方向。
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引用次数: 0
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Journal of Creative Behavior
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