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The role of learners' cognitive abilities in L2 collocation learning from proactively or interactively enhanced textual input 主动或互动增强文本输入对学习者认知能力在二语搭配学习中的作用
IF 3.8 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-10-01 Epub Date: 2025-07-25 DOI: 10.1016/j.lindif.2025.102759
Jookyoung Jung , Andrea Révész , Matt Stainer , Ana Pellicer-Sánchez , Danni Shi , Yoojin Chung
Sixty Chinese ESL learners read three English texts that contained 12 target collocations presented in one of three conditions: no highlighting, proactive highlighting (target collocations highlighted before reading), or interactive highlighting (target collocations highlighted upon gaze detection). Immediate and delayed collocation form recall and recognition tests were administered to measure learning gains. Participants' cognitive abilities were assessed in terms of their explicit language aptitude (LLAMA B and F tests), implicit learning ability (serial reaction time task), and working memory (operation span task and Chinese nonword span task). We found that both proactive and interactive highlighting mitigated the role of LLAMA B scores in recalling target collocation forms. Interactive highlighting was also effective in neutralizing the role of LLAMA B and nonword span scores in recognizing the target collocation forms. However, learners with higher LLAMA F and operation spans benefited more from interactive highlighting when learning new target collocation forms.

Educational relevance statement

This study examined if the effectiveness of textual enhancement may change depending on second language (L2) learners' language aptitude and working memory in the context of learning new L2 collocations from reading. For this study, two types of textual enhancement techniques were developed, i.e., proactive highlighting (target collocations highlighted in advance of reading) and interactive highlighting (target collocations highlighted upon gaze detection) (Reder, 1973; Révész et al., 2023). The findings of this study revealed the pedagogical efficacy of the textual enhancement technique as a way to mitigate the influence of learners' vocabulary learning aptitude (as assessed with LLAMA B test) in learning new collocations from L2 reading. The interactive highlighting was also shown to be effective in reducing the impact of learners' vocabulary learning aptitude and phonological memory (as measured with Chinese nonword span task) in L2 collocation learning. Additionally, this study found that those with higher language analytic skills (as assessed with LLAMA F test) and executive functions (as measured with operation span task) benefited more from interactive highlighting. These findings suggest that textual enhancement, especially interactive highlighting, may be a useful pedagogical strategy for L2 learners with limited vocabulary and phonological memory, helping them acquire new collocations through reading. Further research will be needed to confirm whether gaze-contingent enhancement might disadvantage learners with lower analytical skills and complex working memory capacity.
60名中国ESL学习者阅读了三篇包含12个目标搭配的英语文本,这些文本在三种情况下呈现:不突出,主动突出(阅读前突出目标搭配)或互动突出(注视检测后突出目标搭配)。即时和延迟搭配形式的回忆和识别测试进行测量学习收益。通过外显语言能力(LLAMA B和F测试)、内隐学习能力(连续反应时间任务)和工作记忆(操作广度任务和汉语非词广度任务)对被试的认知能力进行评估。我们发现,主动突出和互动突出都减轻了LLAMA B分数在回忆目标搭配形式中的作用。互动高亮也能有效抵消LLAMA B和非词广度分数在识别目标搭配形式中的作用。而LLAMA F和运算广度越高的学习者在学习新的目标搭配形式时,从互动高亮中获益越多。教育相关性陈述本研究考察了在通过阅读学习新的第二语言搭配的背景下,文本增强的效果是否会随着第二语言学习者的语言能力和工作记忆而变化。本研究开发了两种类型的文本增强技术,即主动突出(在阅读前突出目标搭配)和交互式突出(在注视检测时突出目标搭配)(Reder, 1973;rsamvsamsz et al., 2023)。本研究的结果揭示了语篇强化技术在缓解学习者词汇学习能力(通过LLAMA B测试评估)对二语阅读新搭配学习的影响方面的教学效果。互动式高亮还能有效降低学习者词汇学习能力和语音记忆(用汉语非词跨任务测量)对二语搭配学习的影响。此外,本研究还发现,那些语言分析能力(以LLAMA F测试评估)和执行功能(以操作跨度任务衡量)较高的人从互动突出中获益更多。这些发现表明,对于词汇量和语音记忆有限的二语学习者来说,文本强化,尤其是互动高亮可能是一种有用的教学策略,有助于他们通过阅读获得新的搭配。还需要进一步的研究来证实,视向增强是否会对分析能力和复杂工作记忆能力较低的学习者不利。
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引用次数: 0
The trajectory of student agentic engagement in mathematics: The role of individual variables 数学学生主体投入的轨迹:个体变量的作用
IF 9 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-10-01 Epub Date: 2025-08-05 DOI: 10.1016/j.lindif.2025.102766
Valentina Grazia , Chiara Giberti , Consuelo Mameli
This study investigates the longitudinal trajectory of agentic engagement in mathematics over a school year and the influence on it of individual factors, namely student gender and personality traits. Data were collected from more than 400 sixth graders in Northern Italy, by use of the Agentic Engagement Scale and the Big Five Questionnaire for Children. Latent growth curve modeling revealed a significant decline in agentic engagement over time. Initial levels of agentic engagement did not differ between male and female students; however, female students exhibited a steeper decline over time. Personality traits, specifically openness and extraversion, were positively associated with higher initial levels of agentic engagement but did not influence its trajectory. These findings are discussed by highlighting that, while individual characteristics such as gender and personality play a role, the development of agentic engagement cannot be fully understood without considering also the influence of the learning environment.

Educational relevance statement

This study tested the trajectory of agentic engagement in mathematics over a school year in 6th grade, a novel direction of inquiry in the field, while also testing the role of individual variables such as gender and personality traits. The results highlight a concerning declining trend in agentic engagement, which was steeper for female students with respect to their male counterparts, with no significant effect of personality traits. Thus, these findings bring the attention, by exclusion rather than confirmation, on the importance of the learning environment, suggesting urgent reflections on the contemporary topic of students' active participation in learning.
本研究探讨了学生在一学年的数学学习中主观投入的纵向轨迹,以及学生性别和人格特质对主观投入的影响。数据来自意大利北部的400多名六年级学生,使用了代理参与量表和儿童五大问卷。潜在增长曲线模型显示,随着时间的推移,代理粘性显著下降。男女学生的初始主观投入水平没有差异;然而,随着时间的推移,女学生表现出更大的下降。性格特征,特别是开放性和外向性,与较高的初始水平的主观投入呈正相关,但对其轨迹没有影响。通过强调,虽然性别和个性等个体特征发挥了作用,但如果不考虑学习环境的影响,就无法充分理解代理参与的发展。教育相关性声明:本研究测试了六年级学生在一学年的数学学习中主观参与的轨迹,这是该领域研究的一个新方向,同时也测试了性别和人格特征等个体变量的作用。研究结果强调了一个令人担忧的下降趋势,与男性相比,女性学生的主观投入下降幅度更大,而人格特质没有显著影响。因此,这些发现通过排除而不是确认,引起了对学习环境重要性的关注,提出了对学生积极参与学习这一当代话题的迫切思考。
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引用次数: 0
Early literacy and executive function profiles in Spanish-English emergent bilinguals 西班牙-英语新兴双语者的早期读写能力和执行功能特征
IF 9 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-10-01 Epub Date: 2025-08-21 DOI: 10.1016/j.lindif.2025.102775
Ye Shen
This study investigated the interplay between early literacy and executive function (EF) skills in influencing English reading development among Spanish-English emergent bilinguals. Using a person-centered approach, I identified three distinct bilingual early literacy and EF profiles: (1) Average Bilingual Literacy with High Cognitive Flexibility but Low Working Memory, (2) Below-Average Bilingual Literacy and EF with Low Cognitive Flexibility, and (3) High Spanish Literacy with High EF, especially Working Memory. Children in the High Spanish Literacy with High EF, especially Working Memory profile consistently outperformed other groups in English reading, underscoring the contributions of Spanish reading skills and EF, particularly working memory, to English reading. Further, older children and those with higher parental education were more likely to be in profiles with stronger literacy and EF skills. Findings underscore the interplay between cognitive, literacy, and environmental factors in bilingual children's reading development and have implications for early literacy instruction and intervention.

Educational relevance and implications statement

This study examines how early literacy skills in Spanish and English, along with executive function abilities, influence emergent bilingual children's reading development. I identified distinct profiles of emergent bilinguals based on their literacy and cognitive skills in kindergarten, with those characterized by having stronger early literacy and cognitive skills consistently outperforming other groups. This highlights the crucial role of strong literacy and cognitive skills, especially working memory and early Spanish reading proficiency in supporting English reading growth. Additionally, I found that older children and those with higher parental education were more likely to belong to profiles with stronger literacy and executive function skills. These findings emphasize the importance of fostering bilingual children's heritage language literacy, as early Spanish reading skills contribute to long-term English reading success and provide crucial insights into designing instructional approaches that build on bilingual children's strengths to support their literacy development.
本研究探讨了早期读写能力和执行功能(EF)技能对西班牙-英语新兴双语者英语阅读发展的影响。使用以人为本的方法,我确定了三种不同的双语早期读写能力和EF特征:(1)平均双语读写能力,认知灵活性高,但工作记忆低;(2)低于平均水平的双语读写能力和EF,认知灵活性低;(3)西班牙语读写能力高,EF高,尤其是工作记忆。西班牙语读写能力高、EF(尤其是工作记忆)的孩子在英语阅读方面的表现一直优于其他组,这强调了西班牙语阅读技能和EF(尤其是工作记忆)对英语阅读的贡献。此外,年龄较大的孩子和父母教育程度较高的孩子更有可能拥有更强的读写能力和EF技能。研究结果强调了认知、读写和环境因素在双语儿童阅读发展中的相互作用,并对早期读写教学和干预具有启示意义。教育相关性和启示声明本研究探讨了早期西班牙语和英语的读写能力,以及执行功能能力,如何影响新兴双语儿童的阅读发展。根据幼儿园时的读写能力和认知能力,我发现了新兴双语者的不同特征,那些早期读写能力和认知能力较强的人的表现一直优于其他群体。这突出了强大的读写能力和认知技能,特别是工作记忆和早期西班牙语阅读能力在支持英语阅读能力增长中的关键作用。此外,我发现年龄较大的孩子和父母受教育程度较高的孩子更有可能拥有更强的读写能力和执行能力。这些发现强调了培养双语儿童传统语言读写能力的重要性,因为早期的西班牙语阅读技能有助于长期的英语阅读成功,并为设计基于双语儿童优势的教学方法提供了重要见解,以支持他们的读写能力发展。
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引用次数: 0
Personal relevance and interest: exploring the relationships among three types of perceived personal relevance and middle school students' interest in a math lesson 个人关联与兴趣:探讨三种感知的个人关联与中学生数学课兴趣的关系
IF 3.8 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-08-01 Epub Date: 2025-06-06 DOI: 10.1016/j.lindif.2025.102733
Zhixing Guo, Luke Kutszik Fryer
John Dewey proposed genuine interest as the alignment of the individual's sense of self with a particular concept or object, thereby leading to self-initiated engagement. Self-related information processing has also been pointed out in recent years to be an important component in interest development. However, what role self-relevance plays in students' interest has less often been explored in real classroom settings. The current study examined the role of students' three types of personal relevance (i.e., personal association, personal usefulness, relevance as identification) to the knowledge/skills taught in a math lesson in their interest in the lesson. Among 435 first-year Chinese middle school students, the longitudinal SEM demonstrated that students' three types of perceived personal relevance to the knowledge/skills taught in a math lesson positively predicted their interest with large effect sizes. Personal usefulness exhibited the largest predictive effects on students' interest in the current context. Implications are discussed in the end.

Educational relevance and implications of the research

Our study demonstrated that middle school students' three types of perceived personal relevance (i.e., personal association, personal usefulness, relevance as identification) to the knowledge/skills taught in a math lesson play an essential role in students' interest in the math lesson. The findings offer a way to understand middle school students' interest in a math lesson through the lens of three types of personal relevance. Educators may consider supporting different types of personal relevance when designing learning content and activities to elicit middle school students' interest in a math lesson.
约翰·杜威提出,真正的兴趣是个体的自我意识与特定概念或对象的一致,从而导致自我发起的参与。近年来,自相关信息加工也被指出是兴趣发展的重要组成部分。然而,在真实的课堂环境中,自我关联在学生兴趣中所起的作用很少被探索。本研究考察了学生的三种类型的个人关联(即个人关联、个人有用性、相关性作为识别)对数学课上所教授的知识/技能的作用。在435名中国初中生中,纵向扫描电镜显示,学生对数学课知识/技能的三种感知个人相关性正向预测其兴趣,且效应量大。个人有用性对学生对当前情境的兴趣表现出最大的预测作用。最后讨论了本文的启示。本研究发现,中学生对数学课所教知识/技能的三种感知个人关联(即个人联想、个人有用性、作为认同的相关性)对学生对数学课的兴趣起着至关重要的作用。研究结果提供了一种通过三种类型的个人关联来理解中学生对数学课的兴趣的方法。在设计学习内容和活动时,教育工作者可以考虑支持不同类型的个人相关性,以引起中学生对数学课的兴趣。
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引用次数: 0
Longitudinal relationship between mathematics learning engagement and children's mathematics achievement: Different roles of children's mathematics anxiety and positive parenting style 数学学习投入与儿童数学成绩的纵向关系:儿童数学焦虑与积极父母教养方式的不同作用
IF 3.8 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-08-01 Epub Date: 2025-07-04 DOI: 10.1016/j.lindif.2025.102747
Han Xiao , Jingyuan Yang , Jingyi Zhang , Huanyu Li , Xiao Yu
To clarify how individual factors (i.e., mathematics learning engagement and mathematics anxiety) and family environmental factors (i.e., parenting style) longitudinally contribute to children's mathematics achievement, 323 Chinese primary school children (Mage = 10.02 ± 0.88, 58.51 % girls) were measured at 3 times (June 2021, December 2021 and June 2022). After controlling for gender, age, and T1 mathematics achievement, children's T1 mathematics anxiety played a fully mediating role between T1 mathematics learning engagement and T2 (T3) mathematics achievement. T2 mathematics anxiety and T2 mathematics achievement played fully longitudinal chain mediating roles between T1 mathematics learning engagement and T3 mathematics achievement. Moreover, T2 positive parenting style moderated the path from children's T1 mathematics learning engagement to T2 mathematics anxiety, demonstrating the stress sensitization model of moderation. With China's new educational legislation, these findings provide a glimpse into the crucial mechanisms in the long-term associations related to children's mathematics learning.
为了阐明个体因素(即数学学习投入和数学焦虑)和家庭环境因素(即父母教养方式)对儿童数学成绩的纵向影响,我们分三次(2021年6月、2021年12月和2022年6月)对323名中国小学生(Mage = 10.02±0.88,女生占58.51%)进行了测量。在控制了性别、年龄和T1数学成绩后,儿童T1数学焦虑在T1数学学习投入与T2 (T3)数学成绩之间发挥了完全中介作用。T2数学焦虑和T2数学成就在T1数学学习投入与T3数学成就之间发挥了完全的纵向链式中介作用。此外,T2积极的父母方式调节了儿童T1数学学习投入到T2数学焦虑的路径,证明了压力敏感化的调节模型。随着中国新的教育立法,这些发现提供了一窥与儿童数学学习相关的长期关联的关键机制。
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引用次数: 0
Exploring individual's emotional and autonomous learning profiles in AI-enhanced data-driven language learning: An expanded sor perspective 探索人工智能增强数据驱动语言学习中的个人情感和自主学习概况:扩展的视角
IF 3.8 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-08-01 Epub Date: 2025-07-10 DOI: 10.1016/j.lindif.2025.102753
Honggang Liu , Jiqun Fan , Miaoyue Xia
Artificial Intelligence (AI) technology has significantly empowered English as a Foreign Language (EFL) education, effectively addressed the individual needs of learners and advanced research into individual differences under Data-Driven Learning (DDL). Artificial Intelligence (AI) has not only transformed pedagogical approaches in EFL education but has also opened new avenues for Data-Driven Learning (DDL) research, particularly in examining learner individuality through advanced data analytics. In AI-enhanced DDL, studies examining learners' emotional profiles through data are notably rare, and the mechanisms by which emotional differences impact language skill development and academic achievement require further investigation. To address this gap, the current study focuses on 753 undergraduate non-English major students from three universities in East China. It investigates the mediating role of learners' autonomy and changes in learning attitudes on the pathways affecting academic engagement and continuance intention. The study extends the application of the SOR theory within AI-enhanced education, elucidating the psychological and emotional pathways through which external stimuli influence individual academic performance. Additionally, it provides insights into students' emotional regulation in AI-enhanced data-driven learning.

Educational relevance and implications

Data-Driven Learning (DDL) is an instructional approach that leverages large datasets, typically from corpora, to facilitate individualized language learning, which is also a significant direction for the application of AI in education. By leveraging AI technologies to analyze personal learning data, especially psychological and emotional data, learners can more efficiently plan their self-directed learning. The current study explores the important role of psychological and emotional factors in AI-enhanced DDL under the context of Artificial Intelligence in Education (AIED), drawing on the Stimulus-Organism-Response (S-O-R) theory and Self-Determination Theory (SDT). The findings of this study provide pedagogical insights for teachers in AIED contexts, enhance learners' individual regulatory capabilities during self-directed learning, and offer practical guidance for the development and optimization of AIED-related software.
人工智能(AI)技术极大地增强了英语作为外语(EFL)教育的能力,有效地满足了学习者的个性化需求,并推进了数据驱动学习(DDL)下的个体差异研究。人工智能(AI)不仅改变了英语教育的教学方法,而且为数据驱动学习(DDL)的研究开辟了新的途径,特别是通过高级数据分析来检查学习者的个性。在人工智能增强的DDL中,通过数据检测学习者情绪概况的研究非常罕见,情绪差异影响语言技能发展和学业成就的机制需要进一步研究。为了解决这一差距,目前的研究重点是来自华东三所大学的753名非英语专业本科生。研究了学习者自主性和学习态度的变化对学业投入和继续学习意愿影响通路的中介作用。该研究扩展了SOR理论在人工智能增强教育中的应用,阐明了外部刺激影响个人学习成绩的心理和情感途径。此外,它还提供了对人工智能增强的数据驱动学习中学生情绪调节的见解。数据驱动学习(DDL)是一种利用大型数据集(通常来自语料库)来促进个性化语言学习的教学方法,这也是人工智能在教育中应用的一个重要方向。通过利用人工智能技术分析个人学习数据,特别是心理和情绪数据,学习者可以更有效地规划他们的自主学习。本研究利用刺激-有机体-反应(S-O-R)理论和自我决定理论(SDT),探讨了在人工智能教育(AIED)背景下,心理和情感因素在人工智能增强的DDL中的重要作用。本研究结果为AIED环境下的教师提供了教学见解,增强了学习者自主学习过程中的个体调节能力,并为AIED相关软件的开发和优化提供了实践指导。
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引用次数: 0
Did 5G radiation really kill birds? Training lower secondary students in epistemic strategies to counter online misinformation 5G辐射真的会杀死鸟类吗?培养低年级学生应对网络错误信息的认知策略
IF 3.8 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-08-01 Epub Date: 2025-06-05 DOI: 10.1016/j.lindif.2025.102685
Philipp L. Marten, Sandra Aßmann, Carolin Baumgarten-Kelm, Marc Stadtler
The prevalence of misinformation calls for new approaches to enhance students' critical reading skills. This study examined the effectiveness of a training to promote the combined use of two epistemic strategies—sourcing and corroboration—to strengthen online information evaluation skills. A total of 210 seventh- and eighth-graders received either the strategy training or a control training on misinformation. Contrast analyses revealed that strategy-trained students outperformed their peers in discerning credible sources and in debunking information from social media posts through corroboration. They also demonstrated superior metastrategic knowledge on both strategies. Training gains in source discernment and debunking, but not metastrategic knowledge, were stable over a period of approximately 4 weeks after the intervention. Additional analyses of five reader characteristics indicated that higher reading proficiency positively predicted responding to the strategy training. Findings suggest that cultivating sourcing and corroboration may be more effective than a training providing conceptual knowledge about misinformation.

Educational relevance and implications statement

In an era characterized by the rampant spread of misinformation, educators face an urgent need for readily accessible educational resources that are both theoretically grounded and empirically validated. This study addresses this requirement by introducing a compact 3.5-hour training workshop focusing on two key epistemic strategies: sourcing and corroboration. Implemented in an out-of-school lab, the workshop yielded promising results in terms of enhancing lower secondary students' abilities to discern credible sources and debunk false information on social media platforms. Further research is needed to explore avenues for augmenting learners' metastrategic knowledge to a similar degree. All educational materials are published as Open Educational Resources (OER) at www.telekom-stiftung.de/qapito so that the materials are accessible at a low threshold.
错误信息的普遍存在需要新的方法来提高学生的批判性阅读技能。本研究考察了一项培训的有效性,该培训旨在促进两种认知策略(来源和确证)的结合使用,以加强在线信息评估技能。共有210名七年级和八年级学生接受了关于错误信息的策略训练或控制训练。对比分析显示,接受过策略训练的学生在识别可信来源和通过确证来揭穿社交媒体帖子中的信息方面表现优于同龄人。他们在这两种策略上也表现出卓越的元战略知识。在干预后大约4周的时间里,来源识别和揭穿的训练收益,而不是元战略知识,是稳定的。另外,对阅读者五项特征的分析表明,较高的阅读水平正向预测策略训练的响应。研究结果表明,培养来源和确证可能比提供关于错误信息的概念性知识的培训更有效。在一个以错误信息猖獗传播为特征的时代,教育工作者迫切需要既具有理论基础又经过经验验证的易于获取的教育资源。本研究通过介绍一个紧凑的3.5小时培训研讨会来解决这一要求,该研讨会侧重于两个关键的认知策略:来源和确证。该研讨会在校外实验室实施,在提高低年级学生辨别可信来源和揭穿社交媒体平台上虚假信息的能力方面取得了可喜的成果。需要进一步的研究来探索将学习者的元战略知识增加到类似程度的途径。所有的教育资料都以开放教育资源(OER)的形式发布在www.telekom-stiftung.de/qapito上,因此这些资料可以以较低的门槛获得。
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引用次数: 0
Understanding the factors influencing college students' acceptance and adoption of chatbots for learning: A network analysis 影响大学生接受和采用聊天机器人学习的因素:网络分析
IF 3.8 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-08-01 Epub Date: 2025-07-20 DOI: 10.1016/j.lindif.2025.102756
Peipei Mao , Zhihui Cai , Xiaojun Sun , Gengfeng Niu , Yue Zhang , Jingjing Liu
This study used network analysis to comprehensively explore 25 variables (i.e., AI-related factors, cognitive and affective factors, individual characteristics) and to identify relatively central factors influencing students' acceptance and adoption (i.e., behavioral intention, objection to use, actual use) of chatbots-assisted learning in an integrated model. A total of 519 university students participated in the online questionnaire survey. The findings identified six communities, including factors related to students' behavioral intentions (e.g., attitude), objection to use chatbots for learning (e.g., AI learning anxiety), actual use (e.g., social influence); several cognitive and affective factors (e.g., perceived trust); several individual characteristics (e.g., AI literacy); and big-five personality traits. Moreover, the results demonstrated that satisfaction and intrinsic learning motivation played central roles within the network model. This study expands our understanding and provides important practical implications for educators, developers, and users.

Educational relevance statement

Based on the data of 519 university students, this study used network analysis to comprehensively explore 25 variables (i.e., AI-related factors, cognitive and affective factors, individual characteristics) and to identify relatively central factors influencing students' acceptance and adoption (i.e., behavioral intention, objection to use, actual use) of chatbots-assisted learning in an integrated model. These results indicated that perceived usefulness, perceived ease of use, attitude, and AI self-efficacy had close connections with students' behavioral intentions; privacy concern and AI learning anxiety were strongly associated with students' objection to use chatbots-based learning; social influence and facilitating conditions were highly linked with students' actual use behavior in the network model. Additionally, we found that satisfaction and intrinsic learning motivation played central roles in students' acceptance and adoption of chatbots for educational purposes. These findings offer important guidance for educators and developers to promote students' acceptance and adoption of chatbots in the learning process, thereby accelerating the widespread application of this novel technology within the educational domain.
本研究采用网络分析的方法,对人工智能相关因素、认知与情感因素、个体特征等25个变量进行综合探究,在综合模型中找出影响学生接受和采用聊天机器人辅助学习的相对核心因素(行为意向、反对使用、实际使用)。共有519名大学生参与了在线问卷调查。调查结果确定了六个社区,包括与学生的行为意图(例如,态度),反对使用聊天机器人进行学习(例如,人工智能学习焦虑),实际使用(例如,社会影响)相关的因素;若干认知和情感因素(例如,感知信任);几个个体特征(例如,人工智能读写能力);还有五大人格特征。此外,研究结果表明,满意度和内在学习动机在网络模型中起着核心作用。这项研究扩展了我们的理解,并为教育工作者、开发人员和用户提供了重要的实际意义。教育相关性陈述本研究基于519名大学生的数据,采用网络分析的方法,对人工智能相关因素、认知与情感因素、个体特征等25个变量进行了综合探究,并在综合模型中找出了影响学生接受和采用聊天机器人辅助学习的相对核心因素(行为意向、反对使用、实际使用)。结果表明,感知有用性、感知易用性、态度和人工智能自我效能感与学生行为意向有密切关系;隐私担忧和人工智能学习焦虑与学生反对使用聊天机器人学习密切相关;在网络模型中,社会影响和促进条件与学生的实际使用行为高度相关。此外,我们发现满意度和内在学习动机在学生接受和采用聊天机器人用于教育目的方面发挥了核心作用。这些发现为教育工作者和开发人员提供了重要的指导,以促进学生在学习过程中接受和采用聊天机器人,从而加速这种新技术在教育领域的广泛应用。
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引用次数: 0
State scales in academic achievement: Validating measures of affect, learning experiences, and study-related appraisals 学业成就的州量表:情感、学习经验和学习相关评价的验证措施
IF 3.8 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-08-01 Epub Date: 2025-07-17 DOI: 10.1016/j.lindif.2025.102749
Miriam Pfister , Melanie Naumann , Marie Hennecke , Veronika Brandstätter
We address the lack of validated measures of intraindividual variability in constructs relevant to academic achievement by presenting 13 state scales, categorized into three domains: affect (challenge and threat affect, general positive and negative affect, academic self-esteem), learning experiences (task enjoyment, task involvement, study success, and study failure), and study-related appraisals (study satisfaction, academic self-efficacy, challenge and threat construal). After a pilot study, we refined the scales using two experience sampling studies (NStudy1 = 243, NStudy2 = 306), each involving five daily measurements over ten days, a baseline assessment and grade collection. The final scales demonstrated good reliabilities (ωw ≥ 0.65; ωb ≥ 0.74) and effectively captured intraindividual variability (iSD = 0.48–1.08). Evidence for validity included correlations with trait measures and grades. Moreover, in Study 2, multivariate multilevel CFAs revealed substantial shared within-person variance among constructs within the same domain.

Educational relevance and implications statement

The pursuit of academic goals involves constant change, as students' affective states, and study-related appraisals vary in response to evolving situations, such as learning experiences. Measuring such intraindividual variability is critical to understanding the underlying processes that drive academic performance, but it is hampered by the lack of validated state measures. Addressing this issue, we developed 13 state scales and demonstrated their within- and between person reliability and validity. These state scales will facilitate understanding dynamic processes in academic achievement.
我们提出了13个状态量表,分为三个领域:情感(挑战和威胁影响,一般积极和消极影响,学业自尊),学习体验(任务享受,任务参与,学习成功和学习失败),以及与学习相关的评价(学习满意度,学业自我效能感,挑战和威胁解释),解决了缺乏与学业成就相关的构念中个体差异性的有效测量方法。在初步研究之后,我们使用两个经验抽样研究(NStudy1 = 243, NStudy2 = 306)改进了量表,每个研究涉及10天内的5次每日测量,基线评估和评分收集。最终量表具有良好的信度(ωw≥0.65;ωb≥0.74),有效捕获个体内部变异(iSD = 0.48-1.08)。效度的证据包括与性状测量和等级的相关性。此外,在研究2中,多元多层cfa揭示了同一领域内结构之间的大量共享人内方差。教育相关性和含义陈述学术目标的追求涉及不断变化,因为学生的情感状态和与学习相关的评价会随着不断变化的情况而变化,例如学习经历。测量这种个体内部的可变性对于理解驱动学习成绩的潜在过程至关重要,但是由于缺乏有效的状态测量而受到阻碍。为了解决这个问题,我们开发了13个状态量表,并证明了它们在人与人之间的信度和效度。这些状态量表将有助于理解学业成就的动态过程。
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引用次数: 0
Not like the weather: classroom climates as group-level subjective phenomena, classroom microclimates as individual differences 不像天气:课堂气候是群体层面的主观现象,课堂微气候是个体差异
IF 3.8 1区 心理学 Q1 PSYCHOLOGY, EDUCATIONAL Pub Date : 2025-08-01 Epub Date: 2025-06-10 DOI: 10.1016/j.lindif.2025.102732
Kristy A. Robinson, Cole D. Johnson
A central proposition of motivational climate theory is that psychological climates are not like weather patterns—they're in the minds of groups and individuals. Drawing on evidence from achievement motivation research, we will elaborate on psychological climate as a subjective phenomenon. We also describe implications of this phenomenon for how researchers study classrooms and how to make them more psychologically supportive for students' learning, motivation, and wellbeing. In particular, studying classroom processes that effectively support students requires that researchers distinguish between what is actually going on in a context and what people in that context think about it, as well as between what the group and the individuals think about it. We outline recommendations for study design and analysis in the study of how teaching shapes students' psychological outcomes. We also elaborate on what researchers and practitioners can learn from the heterogeneous perceptions of students within the same classroom.

Educational relevance statement

The future of learning includes not only ensuring students are able to learn concepts and disciplinary skills, but also that they are able to become the best versions of themselves, to become forces for good in the world and in their communities, and to experience inclusion, support, and joy in school along the way. To accomplish these goals, the essential ingredients of psychologically sustaining school contexts must be well understood, but currently researchers don't have clear or consistent ways to think about and study these essential ingredients. Motivational climate theory contributes clarity to the understanding of psychologically sustaining school contexts by identifying three important processes: motivational supports, motivational climates, and motivational microclimates. Understanding how these three processes work together in classrooms provides a tool for educators to consider metrics of effectiveness for their practices and to more effectively pinpoint promising targets for intervention or changes in practice.
动机气候理论的一个中心命题是,心理气候不像天气模式——它们存在于群体和个人的思想中。根据成就动机研究的证据,我们将详细阐述心理气候作为一种主观现象。我们还描述了这一现象对研究人员如何研究课堂以及如何使课堂在心理上更支持学生的学习、动机和健康的影响。特别是,研究有效支持学生的课堂过程需要研究人员区分情境中实际发生的事情和情境中的人对它的看法,以及群体和个人对它的看法。在研究教学如何影响学生心理结果时,我们概述了研究设计和分析的建议。我们还详细阐述了研究人员和实践者可以从同一教室中学生的异质感知中学到什么。教育相关性声明学习的未来不仅包括确保学生能够学习概念和学科技能,还包括确保他们能够成为最好的自己,成为世界和社区的善的力量,并在学校的过程中体验包容、支持和快乐。为了实现这些目标,必须很好地理解心理维持学校环境的基本要素,但目前研究人员没有明确或一致的方法来思考和研究这些基本要素。动机气候理论通过确定三个重要过程:动机支持、动机气候和动机微气候,有助于清晰地理解心理维持的学校环境。了解这三个过程如何在课堂上一起工作,为教育工作者提供了一种工具,可以考虑他们实践的有效性度量,并更有效地确定有希望的干预目标或实践中的变化。
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引用次数: 0
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Learning and Individual Differences
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