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Co-developmental trajectories of subjective well-being in school and academic achievement among elementary school students: Relations to time-varying psychosocial adjustment 小学生在校主观幸福感与学业成就的共同发展轨迹:与时变心理社会适应的关系
IF 9 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-11-04 DOI: 10.1016/j.lindif.2025.102809
Xiaoyu Li , E. Scott Huebner , Wang Liu , Lili Tian
This study explored the co-developmental trajectories of subjective well-being in school (SWBS) and academic achievement (AA) and their relations to psychosocial adjustment among elementary school students. A total of 2287 Chinese students from Grade 4 (Mage = 9.45 years, 45.0 % female) were assessed on four occasions at six-month intervals. Parallel process latent class growth models indicated four heterogeneous trajectories. Students in the congruently high-stable group reported the best psychosocial adjustment. Students in the low-decreasing SWBS & high-stable AA group showed the greatest risk of depressive symptoms, underscoring the importance of educators' continuous monitoring of students' AA and SWBS to promote healthy adjustment. The person-centered design elucidated elementary school students' heterogeneous co-development patterns of SWBS and AA in relation to psychosocial adjustment over time, yielding nuanced implications for the promotion of optimal psychosocial adjustment for elementary school children.
摘要本研究探讨小学生在校主观幸福感与学业成就的共同发展轨迹及其与心理社会适应的关系。共对2287名中国四年级学生(年龄9.45岁,45.0%为女性)进行了四次评估,每隔六个月进行一次。平行过程潜类增长模型显示了四种异质轨迹。一致高稳定组的学生报告了最好的社会心理适应。主观主观行为量表下降较低和主观主观行为量表高度稳定组的学生出现抑郁症状的风险最大,这强调了教育者持续监测学生的主观主观行为量表和主观主观行为量表以促进健康适应的重要性。本研究通过以人为本的设计,揭示了小学生主观主观行为和主观行为在社会心理适应方面的异质性共同发展模式,为促进小学生最佳社会心理适应提供了微妙的启示。
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引用次数: 0
Self-regulation of motivation in university students – a longitudinal study of interindividual differences and intraindividual trajectories 大学生动机的自我调节——个体间差异和个体内部轨迹的纵向研究
IF 9 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-11-04 DOI: 10.1016/j.lindif.2025.102817
Olena Kryshko , Michael Becker , Jens Fleischer , Detlev Leutner
Research on the self-regulation of motivation within the SRL framework has recently undergone significant advancements, underlining both the relevance and complexity of motivational regulation processes. However, prior studies seldom accounted for distinct motivational regulation constructs, their predictors, or developmental patterns over time. This longitudinal study, covering several semesters of university education, focused on the intraindividual trajectories and relevant predictors of interindividual differences in students' (Nt1 = 922) self-efficacy for motivational regulation and frequency of use of motivational regulation strategies (overall and specific strategies). Results of latent growth curve modeling revealed unique developmental patterns in these constructs and unique associations of their initial levels and trajectories with cognitive and achievement-related, personality-related, and socio-demographic variables. Overall, conscientiousness was the most robust and powerful predictor of motivational regulation processes. Furthermore, lower-achieving students, more neurotic students, males, and first-generation students may especially benefit from individualized support programs to improve their motivational regulation skills.

Educational relevance statement

This longitudinal research provides novel insights into the complexity of motivational regulation processes in university students. Our findings indicate that self-efficacy for motivational regulation and frequency of use of different motivational regulation strategies unfold uniquely over time. Furthermore, their initial levels and developmental patterns are affected to a different extent by student background characteristics such as cognitive ability, prior academic achievement, personality factors, gender, and university generational status. These results underline the importance of empirically considering distinct motivational regulation components and may help provide more optimal support for specific groups of students.
在SRL框架下对动机自我调节的研究近年来取得了重大进展,强调了动机调节过程的相关性和复杂性。然而,先前的研究很少考虑到不同的动机调节结构,它们的预测因素,或随着时间的推移发展模式。本纵向研究涵盖了大学教育的几个学期,重点研究了学生(Nt1 = 922)动机调节自我效能感和动机调节策略(整体策略和特定策略)使用频率的个体间差异的轨迹和相关预测因素。潜在增长曲线模型的结果揭示了这些构式中独特的发展模式,以及它们的初始水平和轨迹与认知和成就相关、个性相关和社会人口变量之间的独特关联。总的来说,严谨性是动机调节过程最有力的预测因子。此外,成绩较差的学生、更神经质的学生、男性和第一代学生可能特别受益于个性化的支持计划,以提高他们的动机调节技能。教育相关性陈述本纵向研究对大学生动机调节过程的复杂性提供了新颖的见解。我们的研究结果表明,动机调节的自我效能感和不同动机调节策略的使用频率随着时间的推移而呈现出独特的变化。此外,学生的认知能力、学业成绩、人格因素、性别、大学代际状况等背景特征对其初始水平和发展模式有不同程度的影响。这些结果强调了实证考虑不同动机调节成分的重要性,并可能有助于为特定学生群体提供更优的支持。
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引用次数: 0
Reciprocal association between theory of mind and reading comprehension of narrative (but not expository) text in middle childhood: A latent change score approach 心理理论与儿童中期叙事(而非说明性)文本阅读理解的相互关联:一种潜在变化评分方法
IF 9 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-11-03 DOI: 10.1016/j.lindif.2025.102823
Qiyang Gao , Tianyu Xu , Peiyao Chen , Ruru Zhang , Zhenlin Wang
This study presents a longitudinal evidence of co-occurring developmental changes in theory of mind (ToM) and reading comprehension in a group of 159 children (ages 8–10; M = 9.96, SD = 0.93; 92 girls). We tracked participants over one year using identical measures of ToM, narrative reading comprehension (NRC), and expository reading comprehension (ERC) at two time points. Applying a Latent Change Score (LCS) model, we found that individual differences in ToM and NRC not only influenced each other's growth over time but were also significantly correlated at both initial measurement and in their change scores. However, only initial ToM was associated with gains in ERC during the one-year interval, but not vice versa. These findings suggest a reciprocal causal relationship between socio-cognitive and academic development and highlight the importance of integrating both domains in educational interventions.

Educational relevance statement

Our findings demonstrate that Theory of Mind (ToM) and narrative reading comprehension (NRC) are reciprocally related over time, suggesting that strengthening one domain can accelerate growth in the other. Importantly, children with stronger initial abilities in either ToM or NRC experienced greater gains in the other domain, indicating the risk or widening achievement gaps without early support. Moreover, ToM predicted later gains in expository reading comprehension (ERC), underscoring its role in supporting comprehension of increasingly complex academic texts. These results suggest that integrating ToM and reading comprehension training within educational practice can enhance cognitive and academic development in tandem. Such integration may be particularly impactful for students at risk of early learning difficulties, offering a promising direction for targeted, developmentally informed interventions.
Preregistration: https://doi.org/10.17605/OSF.IO/69Q5R
Data: https://data.mendeley.com/datasets/zfzd852xpg/1
本研究对159名儿童(8-10岁,M = 9.96, SD = 0.93,女孩92名)的心理理论和阅读理解共同发生的发展变化进行了纵向研究。我们在两个时间点使用相同的ToM、叙事阅读理解(NRC)和说说性阅读理解(ERC)测量方法对参与者进行了为期一年的跟踪。应用潜在变化评分(LCS)模型,我们发现ToM和NRC的个体差异不仅会随着时间的推移影响彼此的生长,而且在初始测量和变化分数上都具有显著的相关性。然而,在一年的时间间隔中,只有最初的ToM与ERC的增加有关,反之则不然。这些发现表明社会认知和学术发展之间存在相互的因果关系,并强调了在教育干预中整合这两个领域的重要性。教育相关性声明我们的研究结果表明,随着时间的推移,心理理论(ToM)和叙事阅读理解(NRC)是相互相关的,这表明加强一个领域可以加速另一个领域的发展。重要的是,在ToM或NRC中具有较强初始能力的儿童在其他领域获得了更大的收益,这表明没有早期支持的风险或扩大了成就差距。此外,ToM预测了后来在说说性阅读理解(ERC)方面的进步,强调了它在支持对日益复杂的学术文本的理解方面的作用。这些结果表明,在教育实践中整合ToM和阅读理解训练可以促进认知和学术的同步发展。这种整合可能对有早期学习困难风险的学生特别有影响,为有针对性的发展知情干预提供了一个有希望的方向。预注册:https://doi.org/10.17605/OSF.IO/69Q5RData: https://data.mendeley.com/datasets/zfzd852xpg/1
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引用次数: 0
Separating prior knowledge from acquired knowledge: An individual differences analysis of PISA - learning in the digital world 从获得的知识中分离先验知识:数字世界中PISA学习的个体差异分析
IF 9 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-10-30 DOI: 10.1016/j.lindif.2025.102820
Leonard Tetzlaff , Lothar Persic-Beck , Ulf Kröhne , Carolin Hahnel , Daniel Schiffner , Frank Goldhammer
The innovative PISA domain “Learning in the digital world (LDW)” integrates the assessment of knowledge and skills with opportunities for learning. To investigate whether learning took place during the assessment, we analyzed data from 737 German PISA 2022 students and modeled individual differences in test performance that could not be explained by students'prior knowledge and skills. We then related these differences to learning activity (the use of worked examples during a task) and learning prerequisites (general intelligence and mastery orientation) to validate their interpretation as performance based on knowledge and skills acquired during the task. We found substantial remaining variance in performance after controlling for prior knowledge (21 % of variance). Significant relationships of these differences with both learning prerequisites and learning activity provide further evidence for interpreting found differences as a result of learning during the task.

Educational relevance statement

This study provides initial evidence that a learning process takes place during PISA-LDW assessments. Students that made use of the provided learning opportunities and/or have high intelligence consistently performed better than would be expected based on their prior knowledge. The use of learning opportunities was related to the learning goal orientation of students. Digital environments should be designed in a way that is conducive to learning goal orientations and provide explicit learning opportunitites.
创新的PISA领域“数字世界中的学习(LDW)”将知识和技能评估与学习机会相结合。为了调查在评估过程中是否发生了学习,我们分析了737名德国PISA 2022学生的数据,并模拟了学生先前的知识和技能无法解释的测试表现的个体差异。然后,我们将这些差异与学习活动(在任务中使用工作示例)和学习先决条件(一般智力和掌握导向)联系起来,以验证他们对基于任务中获得的知识和技能的表现的解释。在控制了先验知识(21%的方差)之后,我们发现了大量剩余的性能方差。这些差异与学习先决条件和学习活动的显著关系为解释任务中学习的结果所发现的差异提供了进一步的证据。教育相关性声明本研究提供了初步证据,证明在PISA-LDW评估期间发生了学习过程。利用提供的学习机会和/或具有高智商的学生始终比基于他们先前知识的预期表现得更好。学习机会的利用与学生的学习目标取向有关。数字环境的设计应有利于学习目标导向,并提供明确的学习机会。
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引用次数: 0
Emotional intelligence predicts initial status and growth of reading comprehension in primary school students 情绪智力预测小学生阅读理解的初始状态和成长
IF 9 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-10-28 DOI: 10.1016/j.lindif.2025.102814
Liyan Yu , Catherine McBride , Xiuhong Tong
This study examined the associations between emotional intelligence and the initial level and growth rate of reading comprehension in narrative and non-narrative texts. A sample of 689 Chinese third-grade students (49.49 % girls; Mage = 9.23 years, SD = 0.66) from eight primary schools was assessed over three years. At Time 1, students completed measures of emotional intelligence, word reading, and listening comprehension. Reading comprehension was assessed at all three time points. Latent growth curve modeling revealed that emotional intelligence at Time 1 predicted the initial level of reading comprehension for both narrative and non-narrative texts but only predicted the growth rate for narrative texts. These findings highlight the importance of emotional intelligence in reading comprehension, particularly for narrative texts, and emphasize the need to incorporate it into reading comprehension models.

Educational relevance statement

The findings that emotional intelligence is associated with initial reading comprehension for both narrative and non-narrative texts and that it uniquely predicts growth for narrative texts, highlights new opportunities for enhancing reading instruction. Gender differences, with boys showing lower initial comprehension and slower growth, underscore the need for gender-sensitive instructional strategies. These results suggest that incorporating emotional intelligence into literacy education and adapting instruction based on text genre and gender may lead to more effective and equitable reading outcomes for diverse learners.
本研究考察了情绪智力与叙事文本和非叙事文本阅读理解的初始水平和增长速度之间的关系。对来自8所小学的689名中国三年级学生(49.49%为女生;年龄= 9.23岁,SD = 0.66)进行了为期三年的评估。在第一阶段,学生们完成了情商、单词阅读和听力理解的测试。阅读理解在所有三个时间点进行评估。隐性增长曲线模型显示,时间1的情绪智力可以预测叙事文本和非叙事文本的初始阅读理解水平,但只能预测叙事文本的阅读理解增长率。这些发现强调了情商在阅读理解中的重要性,特别是对于叙事文本,并强调了将其纳入阅读理解模型的必要性。教育相关性陈述:研究发现情绪智力与叙事和非叙事文本的初始阅读理解有关,并且它独特地预测了叙事文本的发展,强调了加强阅读教学的新机会。性别差异,男孩表现出较低的初始理解能力和较慢的成长,强调了对性别敏感的教学策略的必要性。这些结果表明,将情商纳入识字教育,并根据文本类型和性别调整教学,可能会为不同的学习者带来更有效和公平的阅读结果。
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引用次数: 0
Mapping the intellectual landscape of educational psychology: Citation rankings and network structures of 60 journals, scholars, and institutions 绘制教育心理学的智力景观:60种期刊、学者和机构的引文排名和网络结构
IF 9 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-10-28 DOI: 10.1016/j.lindif.2025.102816
Jinran Wu , Herbert W. Marsh , Jiesi Guo , Johnmarshall Reeve , Reinhard Pekrun , Theresa Dicke , Hye-Ryen Jang , Geetanjali Basarkod
Understanding how influence is structured within educational psychology is critical for advancing research quality, equity, and impact. We introduce a replicable, field-sensitive framework that combines (a) the Educational Psychology H-index (EP-H), which isolates within-field impact, and (b) a cross-citation network mapping journals and subfields. Using 27,482 articles from 60 Web of Science educational-psychology journals (2015–2024), we rank researchers, institutions, countries, and journals, examine convergent validity with established metrics, and identify thematic clusters centered on motivation, learning strategies, emotions, and cognition. Results reveal concentrated influence alongside meaningful international contributions. Leading journals include Journal of Educational Psychology and Educational Psychology Review, with Learning and Individual Differences showing strong connectivity across cognitive, emotional, and motivational subfields. The approach clarifies how citation volume and structural position jointly influence visibility, provides transparent tools for editors and institutions, and can be adapted to other disciplines where disciplinary context is relevant.

Educational relevance and implications

This study provides editors, institutions, and researchers with a clear understanding of who and what influences educational psychology. Using a field-specific Educational Psychology H-index (EP-H) and a cross-citation network, we identify journals that connect subfields and scholars who are most visible within the discipline. These tools help early-career scholars select venues and assist departments in evaluating contributions in core areas of educational psychology. The approach is transparent, replicable, and adaptable to related areas of education research.
了解影响在教育心理学中是如何构成的,对于提高研究质量、公平性和影响至关重要。我们引入了一个可复制的、领域敏感的框架,该框架结合了(a)教育心理学h指数(EP-H),该指数隔离了领域内的影响,以及(b)交叉引用网络映射期刊和子领域。使用来自60个Web of Science教育心理学期刊(2015-2024)的27,482篇文章,我们对研究人员、机构、国家和期刊进行了排名,用既定的指标检查了收敛效度,并确定了以动机、学习策略、情感和认知为中心的主题集群。结果显示,除了有意义的国际贡献外,还具有集中的影响力。包括《教育心理学杂志》和《教育心理学评论》在内的主要期刊,《学习与个体差异》显示了认知、情感和动机子领域之间的紧密联系。该方法阐明了引文量和结构位置如何共同影响可见性,为编辑和机构提供了透明的工具,并且可以适用于与学科背景相关的其他学科。教育的相关性和意义本研究为编辑、机构和研究人员提供了一个清晰的认识,谁和什么影响教育心理学。使用特定领域的教育心理学h指数(EP-H)和交叉引用网络,我们确定了连接子领域和在该学科中最引人注目的学者的期刊。这些工具帮助早期职业学者选择场所,并协助院系评估教育心理学核心领域的贡献。这种方法是透明的、可复制的,并且适用于教育研究的相关领域。
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引用次数: 0
Enhancing digital reading comprehension through feedback messages: A large and long-term dynamic approach with secondary school students 通过反馈信息提高数字阅读理解能力:一项针对中学生的大型长期动态方法
IF 9 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-10-27 DOI: 10.1016/j.lindif.2025.102818
Amelia Mañá , Lidia Altamura , Pablo Delgado , Laura Gil , Mario Romero-Palau , Marian Serrano-Mendizábal , Cristina Vargas , Ladislao Salmerón
Many high school students struggle to efficiently read complex digital documents that require different self-regulating processes, such as identifying main ideas or integrating multiple documents. To foster these processes, we designed and tested a long-term dynamic approach in which 700 students from grades 7 to 10 answered adjunct comprehension questions and received immediate feedback either about the performance (corrective) or about different processes and strategies to answer the questions (elaborated). Surprisingly, the effect of feedback on comprehension scores varied across samples. Elaborated feedback had a positive impact on 7th–8th grade students' self-regulation and comprehension scores, whereas Corrective Feedback yielded greater improvements in these domains for 9th–10th grade students. The effects were partially mediated by students' reviewing time in both samples. We discuss the need to adapt dynamic assessment interventions to students' educational level.

Educational relevance statement

In today's digital age, high school students face significant challenges in self-regulating their reading comprehension process. Addressing this particular concern, the current study examines how answering questions and receiving feedback while reading digital texts can enhance self-regulation and comprehension in high school students. Of particular relevance for instruction was the fact that different types of feedback had opposing effects depending on students grade level. Providing elaborated information aimed at guiding text processing to solve a comprehension question (e.g., “It is important to combine the information in the text with your own knowledge”) supported students in their early years of high school, while simply stating whether the response was correct or incorrect worked better for those in the final years of high school. These results can help educators make informed decisions about designing feedback in digital environments to promote self-regulation and comprehension.
许多高中生很难有效地阅读复杂的数字文件,这些文件需要不同的自我调节过程,比如识别主要思想或整合多个文件。为了促进这些过程,我们设计并测试了一种长期动态方法,让700名7至10年级的学生回答辅助理解问题,并立即收到关于表现(纠正)或回答问题的不同过程和策略(阐述)的反馈。令人惊讶的是,反馈对理解分数的影响因样本而异。精细化反馈对7 - 8年级学生的自我调节和理解得分有积极影响,而纠正性反馈对9 - 10年级学生的自我调节和理解得分有更大的影响。在两个样本中,学生的复习时间都部分介导了这种效应。我们讨论了适应学生教育水平的动态评估干预的必要性。在当今的数字时代,高中生在自我调节阅读理解过程中面临着重大挑战。为了解决这一特殊问题,当前的研究探讨了在阅读数字文本时回答问题和接受反馈如何提高高中生的自我调节和理解能力。与教学特别相关的是,根据学生的年级水平不同,不同类型的反馈会产生相反的效果。提供旨在指导文本处理的详细信息来解决理解问题(例如,“将文本中的信息与你自己的知识结合起来是很重要的”)对高中早期的学生很有帮助,而简单地说明回答是正确的还是错误的对高中最后几年的学生更有效。这些结果可以帮助教育工作者做出明智的决定,在数字环境中设计反馈,以促进自我调节和理解。
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引用次数: 0
Factors affecting children's learning during COVID-19 COVID-19期间影响儿童学习的因素
IF 9 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-10-27 DOI: 10.1016/j.lindif.2025.102819
Susan Sonnenschein , Michele Stites , Besjanë Krasniqi
In spring 2020, an estimated 55.1 million children in the United States experienced school closures related to COVID-19 (Education Week, 2020). As a result of these closures, 93 % of families reported their children's schools transitioned to virtual learning (U.S. Census, 2021). Research has found significant gaps in students' learning because of these COVID-19 pandemic school closures. This paper describes the educational areas most negatively impacted by the COVID-19 school closures as identified by families and schools. The negative impacts were especially significant for students of color, families from near or below the poverty line, and students with disabilities. As discussed below, students' learning during COVID-19 was most negatively impacted by lack of internet/technology, quality of and frequency of engagement in instruction, and attendance at virtual learning sessions. The article presents recommendations for decreasing the learning gaps left in the wake of the COVID-19 school closures and areas of future research inquiry.

Educational relevance

This paper examines the complex impacts of the COVID-19 pandemic on children's learning. We focus specifically on how systemic inequities were made worse during school closures. This review of the literature examines why specific student populations experienced more significant learning disruptions. Actionable recommendations, including differentiated instruction and the integration of UDL principles, are provided.
2020年春季,估计有5510万美国儿童因COVID-19而关闭学校(2020年教育周)。由于这些关闭,93%的家庭报告他们孩子的学校过渡到虚拟学习(美国人口普查,2021年)。研究发现,由于这些学校因COVID-19大流行而关闭,学生的学习出现了重大差距。本文描述了由家庭和学校确定的受COVID-19学校关闭影响最大的教育领域。对有色人种学生、接近或低于贫困线的家庭以及残疾学生的负面影响尤为显著。如下所述,在2019冠状病毒病疫情期间,缺乏互联网/技术、教学质量和参与频率以及参加虚拟学习课程对学生的学习产生了最大的负面影响。本文提出了减少COVID-19学校关闭后留下的学习差距的建议和未来研究探究的领域。本文探讨了新冠肺炎疫情对儿童学习的复杂影响。我们特别关注在学校关闭期间,系统性不平等是如何恶化的。这篇文献综述探讨了为什么特定的学生群体经历了更显著的学习中断。提出了可操作的建议,包括差异化指导和UDL原则的整合。
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引用次数: 0
Investigating academic and demographic similarities to career role models for motivating diverse college students in STEM 调查学术和人口统计学上职业榜样的相似之处,以激励不同的STEM大学生
IF 9 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-10-24 DOI: 10.1016/j.lindif.2025.102807
Xiao-Yin Chen , Emily Q. Rosenzweig
Similar role models can be powerful tools to motivate participation in science, technology, engineering, and math (STEM) disciplines, but it is unclear what types of similarity are most important to students' motivation. The current study investigated the different ways college students (n = 1185) perceived similarity to STEM role models and how different perceptions of similarity predicted students' STEM career motivation. We assessed overall trends as well as unique patterns among marginalized and non-marginalized gender and racial/ethnic groups in STEM. Perceiving academic similarity to role models positively and robustly predicted students' STEM career motivation, whereas perceiving demographic similarity to role models played a more limited role. Perceiving similar academic efforts to role models seemed to be especially important for motivating students from marginalized gender and racial/ethnic groups in STEM. Findings have important implications for how to leverage role models in college interventions designed to promote STEM motivation and career participation.

Educational relevance and implications statement

Though role models have been shown to be powerful tools in shaping motivation in many science, technology, engineering, and math (STEM) disciplines, not all STEM role models are equally powerful motivators to college students. Our results suggest that role models perceived as academically similar (i.e., in terms of academic abilities, interests, or efforts) may positively support college students' competence-related beliefs and values for pursuing STEM careers. Students' gender and racial/ethnic background also shaped how they related to and felt motivated by STEM role models. Presenting students with role models who put forth similar academic efforts to students may be especially helpful in supporting motivation among students from historically marginalized gender and racial/ethnic groups in STEM.
相似的榜样可以成为激励学生参与科学、技术、工程和数学(STEM)学科的有力工具,但目前尚不清楚哪种类型的相似性对学生的动机最重要。目前的研究调查了大学生(n = 1185)对STEM角色榜样的不同感知方式,以及对相似性的不同感知如何预测学生的STEM职业动机。我们评估了STEM中边缘化和非边缘化性别和种族/族裔群体的总体趋势以及独特模式。感知与榜样的学术相似性对学生的STEM职业动机有积极而有力的预测作用,而感知与榜样的人口相似性对学生STEM职业动机的作用则较为有限。在STEM中,看到与榜样相似的学术努力似乎对于激励来自边缘化性别和种族/民族群体的学生尤为重要。研究结果对于如何在旨在促进STEM动机和职业参与的大学干预措施中利用榜样具有重要意义。教育相关性和影响陈述尽管在许多科学、技术、工程和数学(STEM)学科中,榜样被证明是塑造动机的有力工具,但并不是所有的STEM榜样对大学生来说都是同样强大的激励因素。我们的研究结果表明,被认为在学术上相似的榜样(即在学术能力、兴趣或努力方面)可能会积极支持大学生追求STEM职业的能力相关信念和价值观。学生的性别和种族/民族背景也影响了他们与STEM榜样的关系,并受到他们的激励。向学生展示与他们在学术上付出类似努力的榜样,可能特别有助于鼓励来自历史上被边缘化的性别和种族/民族群体的学生学习STEM。
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引用次数: 0
Mathematics motivation, achievement, and gender inequality in social intuitions: Unpacking gender differences in STEM career expectations across 75 societies 数学动机、成就和社会直觉中的性别不平等:在75个社会中分析STEM职业期望的性别差异
IF 9 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-10-21 DOI: 10.1016/j.lindif.2025.102815
Wei Wu , Yanan Zhang
Gender disparities in STEM career expectations emerge early and remain persistent worldwide. Drawing on PISA 2022 data from 75 societies (N = 578,627), this study examines how mathematics-related motivation and achievement interact with gender inequality in social institutions. Results indicate that males consistently report higher STEM career expectations than females. Intrinsic value in mathematics widens the gender gap, whereas academic achievement exerts a powerful equalizing effect that, at high levels, allows females to surpass males. Greater gender inequality in social institutions is linked to higher overall STEM expectations but simultaneously amplifies gender gaps. The equalizing effect of achievement is intensified in contexts of stronger family discrimination and restricted civil liberties but weakened when physical integrity is constrained. Conversely, the gap-widening effect of intrinsic value is attenuated under limited access to resources. Findings underscore the need for gender-responsive educational policies that address both individual processes and institutional conditions.

Educational impact and implications statement

This study demonstrates that mathematics-related motivation and achievement interact with gender inequality in social institutions to shape adolescents' STEM career expectations. While intrinsic value tends to widen gender gaps, high levels of academic achievement can act as an equalizer, underscoring the importance of supporting female students' achievement pathways. The moderating role of gender inequality in social institutions indicates that classroom interventions alone are insufficient; broader societal efforts to reduce restrictions on physical integrity are also essential to advance gender equity in STEM career expectations. The weakening of motivational effects under limited resources and assets highlights the need to ensure equitable access to STEM career opportunities. Together, these insights call for gender-responsive strategies and policies that enhance academic achievement, address structural barriers, and foster inclusive environments that encourage both female and male students to pursue STEM careers.
STEM职业期望中的性别差异很早就出现,并在世界范围内持续存在。利用来自75个社会(N = 578,627)的PISA 2022数据,本研究考察了与数学相关的动机和成就如何与社会机构中的性别不平等相互作用。结果表明,男性对STEM职业的期望一直高于女性。数学的内在价值扩大了性别差距,而学术成就则发挥了强大的平衡效应,在较高水平上,女性可以超越男性。社会机构中更大的性别不平等与更高的STEM总体期望有关,但同时也扩大了性别差距。在家庭歧视加剧和公民自由受到限制的情况下,成就的平衡效应会增强,但在身体完整性受到限制的情况下,成就的平衡效应会减弱。相反,在资源获取受限的情况下,内在价值的差距拉大效应减弱。调查结果强调有必要制定兼顾个人进程和体制条件的促进性别平等的教育政策。本研究表明,与数学相关的动机和成就与社会机构中的性别不平等相互作用,塑造了青少年的STEM职业期望。虽然内在价值往往会扩大性别差距,但高水平的学业成绩可以起到均衡器的作用,强调了支持女学生成就之路的重要性。性别不平等在社会制度中的调节作用表明,课堂干预本身是不够的;更广泛的社会努力减少对人身安全的限制,对于促进STEM职业期望中的性别平等也至关重要。在资源和资产有限的情况下,激励效应的减弱凸显了确保公平获得STEM职业机会的必要性。总之,这些见解要求制定促进性别平等的战略和政策,以提高学业成绩,消除结构性障碍,并营造包容性环境,鼓励男女学生追求STEM职业。
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Learning and Individual Differences
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