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Gender-Specific Cognitive Skills and Moderating Role of Reading Comprehension in Shaping Science Literacy 性别认知技能与阅读理解在塑造科学素养中的调节作用
IF 2.3 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-04-14 DOI: 10.1007/s11165-025-10251-3
Skylar Yuan-Ke Sun, Man-Ho Chan, Di Wang, Louie Lei Wang

Children with advanced domain-general skills are associated with a better understanding of scientific concepts and articulation of scientific reasoning. However, research has found that not all individuals utilize these skills to respond to science literacy (SL) tasks, indicating the need for further identifying potential resources in early formal science education. Language-reading skills may help to enhance the informative analytic processes triggered by SL tasks, in which gender might be an important factor involved. Therefore, the present study explores the gendered relationships between domain-general skills (working memory, response inhibition) and language-reading skills (vocabulary, word reading (WR), and reading comprehension (RC)) in relation to SL in children. It aims to identify unique indicators of SL for both boys and girls and examines the moderating role of RC. Data from one hundred and ninety-three grade 2 learners (51% boys) show that both domain-general and language-reading skills are associated with boys’ SL, while only language-reading skills were associated with girls’ SL. Furthermore, in boys, response inhibition, WR, and interaction effect of response inhibition and RC can uniquely predict SL after considering vocabulary and RC as the control factors, implying that response inhibition becomes more favoured when coupled with a strong RC of the task-relevant materials. The findings of boys have not been disclosed in previous studies. Conversely, in girls, vocabulary is the only significant predictor. These findings provide insightful implications for tailored SL interventions, especially for enhancing girls’ engagement.

具有高级领域通用技能的儿童与更好地理解科学概念和科学推理的表达有关。然而,研究发现,并非所有个体都利用这些技能来应对科学素养(SL)任务,这表明需要进一步确定早期正规科学教育的潜在资源。语言阅读技能可能有助于增强由语言任务触发的信息分析过程,其中性别可能是一个重要因素。因此,本研究探讨了领域一般技能(工作记忆、反应抑制)与语言阅读技能(词汇、单词阅读和阅读理解)之间的性别关系。它旨在确定男孩和女孩的独特的语言学习指标,并检查RC的调节作用。来自193名二年级学生(男生占51%)的数据表明,领域通用技能和语言阅读技能都与男生的第二语言水平相关,而女生的第二语言水平仅与语言阅读技能相关。此外,在男生中,在考虑词汇量和第二语言水平作为控制因素后,反应抑制、WR以及反应抑制和第二语言水平的相互作用效应能够唯一地预测第二语言水平。这意味着当与任务相关材料的强RC相结合时,反应抑制变得更有利。以前的研究没有披露对男孩的研究结果。相反,在女孩中,词汇量是唯一重要的预测因素。这些发现为量身定制的SL干预措施,特别是提高女孩的参与度提供了深刻的启示。
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引用次数: 0
Physics, Talmud and Argumentation Skills Meet in Whole-Class Dialogic Discussions 物理、塔木德和论证技巧在全班对话讨论中相遇
IF 2.3 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-04-11 DOI: 10.1007/s11165-025-10250-4
Alexander Volfson, Moshe Fisher, Haim Eshach, Yuval Ben-Abu

Discussions and arguments are a central component of science and its development. Therefore, it is very important to integrate them into science teaching. Various studies show that the use of arguments and discussions in science classes significantly improves students’ conceptual understanding compared to other learning methods. Jewish literature has for many centuries been a tradition of learning through the approach of discussions and arguments. This approach is the central guiding principle in learning the Talmud and designs the authentic structure of Talmudic texts. In the present study, we bring the Talmud to physics class. Since, students frequently misconceptualize the nature of heat we chose to respond the challenge and developed a unique Physics Talmud Page (PTP) about the concept of heat. We examined how learning physics by Whole-Class Dialogic Discussions (WCDD) based on the PTP was expressed in students’ argumentation skills. The participants in this study included 101 first-degree engineering students who studied a course in mechanics and heat in two respective groups: the experimental group (N = 51) and the control group (N = 50). In this work we conclude that students in the experimental group demonstrated remarkable improvement in their overall argumentation abilities, showing enhanced capacity to construct compelling arguments, develop thoughtful counter-arguments, and effectively utilize textual evidence to support their reasoning—clear evidence that the Talmudic learning approach significantly strengthens critical scientific discourse skills.

讨论和争论是科学及其发展的核心组成部分。因此,将其融入科学教学非常重要。各种研究表明,与其他学习方法相比,在科学课上使用论证和讨论能显著提高学生对概念的理解。许多世纪以来,犹太文学一直有通过讨论和论证的方法进行学习的传统。这种方法是学习《塔木德经》的核心指导原则,并设计了《塔木德经》文本的真实结构。在本研究中,我们将《塔木德经》带入物理课堂。由于学生经常对热的本质产生误解,我们选择应对这一挑战,并开发了一个独特的物理塔木德页面(PTP)来介绍热的概念。我们研究了基于 PTP 的全班对话式讨论(WCDD)如何通过学生的论证技能来学习物理。本研究的参与者包括 101 名攻读工程学一级学位的学生,他们分两组学习力学和热学课程:实验组(51 人)和对照组(50 人)。在这项研究中,我们得出的结论是,实验组学生的整体论证能力有了显著提高,在构建令人信服的论点、提出深思熟虑的反驳意见以及有效利用文本证据支持其推理等方面的能力都得到了增强--这清楚地证明了塔木德学习法能够显著增强批判性科学话语技能。
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引用次数: 0
Wicked Problems: Graduate Students’ Experiences in A Convergent Research Environment 邪恶的问题:研究生在趋同研究环境中的经验
IF 2.3 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-04-09 DOI: 10.1007/s11165-025-10249-x
M. Gail Jones, Julianna Nieuwsma, Kathleen Bordewieck, Gina Childers, Steve McDonald, Kimberly Bourne, Maude Cuchiara, Anna-Maria Marshall, Brooke K. Mayer, Christine Ogilvie Hendren, John Classen

This exploratory study examined the experiences, expectancy value, academic identity, sense of impostorism, and social networks of graduate students in a large convergence science research center established with the goal of increasing phosphorus sustainability. There were two components to the study: a survey that explored expectancy value factors pre and post to the academic year and a social network analysis to examine student social networks pre and post to the academic year. Participants included 25 students in the treatment group (who participated in convergence research), and 28 students in a control group (who participated in traditional research). The social network analyses showed the convergence research students moved into more integrated social networks with increased connections to faculty and students across different Center institutions. The results of the survey found there was a drop in overall expectancy value scores for graduate research for the treatment group students. The survey results showed no significant differences in the treatment and control group students for impostorism on the survey. Students in both groups reported there were times when they felt unprepared for the classes; however, the treatment group students were more likely to describe having to take classes or study topics that were outside of their discipline and experienced difficulties with their research.

本研究考察了以提高磷可持续性为目标而建立的大型融合科学研究中心的研究生的经历、期望值、学术认同、冒名感和社会网络。这项研究有两个组成部分:一项调查探讨了学年前后的期望值因素,另一项社会网络分析研究了学生在学年前后的社会网络。参与者包括治疗组25名学生(参加趋同研究)和对照组28名学生(参加传统研究)。社会网络分析表明,趋同研究的学生进入了更加整合的社会网络,与不同中心机构的教师和学生的联系增加了。调查结果发现,治疗组学生的研究生研究总体期望值得分有所下降。调查结果显示,实验组和对照组学生对冒名顶替行为的调查结果无显著差异。两组学生都报告说,他们有时会感到没有准备好上课;然而,治疗组的学生更有可能描述不得不上课或学习他们学科之外的主题,并且在研究中遇到困难。
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引用次数: 0
Designing an Analytical Framework to Investigate Students’ Multimodal Representations of Scientific Practices and Methods 设计一个分析框架来调查学生对科学实践和方法的多模态表征
IF 2.3 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-04-07 DOI: 10.1007/s11165-025-10248-y
Kason Ka Ching Cheung, Sibel Erduran

The aim of this paper is to present an analytical framework which characterizes students’ multimodal representations of nature of scientific practices (NoSP) and scientific methods (NoSM). Previous analytical frameworks primarily focused on students’ linguistic representation of NoSP/NoSM. Linguistic frameworks are limited as they can only uncover part of students’ understanding, as students might represent NoSP/NoSM through diverse modes such as drawings. An analytical framework was designed to investigate secondary students’ multimodal representations of NoSP/NoSM. To explore the utility of the analytical framework, we administered it to 40 7th grade students and examined their responses before and after engaging in explicit-reflective instruction focusing on nature of science (NOS). The approach yielded a total of 400 multimodal representations. Drawing on Lemke's (1998) three types of representational meaning, the analytical framework was used to describe and categorise collectively a wide range of ideas about scientific practices and methods across domain-general and domain-specific contexts of science. Students’ ideas changed after students engaged in NOS instruction that involved iterative compositions of multimodal representations of NoSP/NoSM. The framework affords the possibility for a detailed examination of shifts in semiotic resources for meaning-making of NoSP/NoSM. Implications for science curriculum and assessment are discussed.

本文的目的是提出一个分析框架,以表征学生对科学实践(NoSP)和科学方法(NoSM)的本质的多模态表示。以往的分析框架主要关注学生对NoSP/NoSM的语言表征。语言框架是有限的,因为他们只能揭示学生理解的一部分,因为学生可能通过不同的模式来表达NoSP/NoSM,如绘画。设计了一个分析框架来调查中学生NoSP/NoSM的多模态表征。为了探索分析框架的效用,我们对40名七年级学生实施了分析框架,并检查了他们在参与以科学本质为重点的显式反思性教学前后的反应。该方法产生了总共400个多模态表示。借鉴Lemke(1998)的三种类型的表征意义,分析框架被用来描述和分类跨领域和特定领域的科学背景的科学实践和方法的广泛的想法。在NoSP/NoSM多模态表征迭代组合的NOS教学中,学生的思想发生了变化。该框架提供了详细检查NoSP/NoSM意义生成的符号资源转移的可能性。讨论了对科学课程和评估的影响。
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引用次数: 0
Reconceptualizing Epistemic Dependence for Future Scientific Literacy: A Lesson from the LK-99 Case 重新定义未来科学素养的认知依赖:LK-99案例的教训
IF 2.3 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-04-07 DOI: 10.1007/s11165-025-10247-z
Gyeonggeon Lee, Xiaoming Zhai

Today's science education faces the imperative task of developing students’ competency to navigate misinformation while broadening the scope of scientific literacy. Traditionally, the concept of epistemic dependence, which encourages public trust in professional scientists, has supported this goal. However, the current landscape of science challenges the notions of experts with unanimous opinions and ‘the public’ as passive recipients of scientific information. In response, this case study examines the LK-99 incident, which involved a claimed discovery in the historic room-temperature and ambient-pressure superconductor, employing the Hype Cycle as the analytical framework. Data were collected on internet search traffic, discourse within the scientific community, mass media articles, and social media posts from July to December 2023, utilizing various online data analytics platforms. The researchers (1) quantitatively identified patterns in search trends, document sentiments, and associated word tokens related to LK-99, (2) qualitatively analyzed the shifting standpoints of stakeholders, the scientific community, mass media, and social media, and (3) synthesized these findings within the Hype Cycle framework. The results illustrate how the misinformation about LK-99 rapidly spread online (phase 1), leading to disagreements among scientists and confusion among the public, alongside erratic behavior in the stock market (phase 2). Ironically, the stakeholders' positioning themselves as scientists facilitated the scientific community's falsification of the claim (phase 3). We discuss the methodological and theoretical implications of this case and propose a reconceptualization of epistemic dependence centered on the scientific community as a whole and its collectively committed process of resolving uncertainty and verifying knowledge claims.

今天的科学教育面临着一项迫切的任务,即在扩大科学素养范围的同时,培养学生驾驭错误信息的能力。传统上,鼓励公众信任专业科学家的认知依赖概念支持了这一目标。然而,目前的科学格局挑战了拥有一致意见的专家和“公众”作为科学信息被动接受者的观念。作为回应,本案例研究考察了LK-99事件,该事件涉及在历史上室温和常压超导体中声称的发现,采用炒作周期作为分析框架。利用各种在线数据分析平台,收集了2023年7月至12月期间的互联网搜索流量、科学界的话语、大众媒体文章和社交媒体帖子的数据。研究人员(1)定量地确定了与LK-99相关的搜索趋势、文档情绪和相关词标记的模式,(2)定性地分析了利益相关者、科学界、大众媒体和社交媒体的立场转变,(3)在Hype Cycle框架内综合了这些发现。结果说明了关于LK-99的错误信息是如何在网上迅速传播的(第一阶段),导致科学家之间的分歧和公众的困惑,以及股票市场的不稳定行为(第二阶段)。利益相关者将自己定位为科学家,促进了科学界对主张的证伪(阶段3)。我们讨论了该案例的方法论和理论含义,并提出了一种以科学界为中心的认识依赖的重新概念化,以及科学界共同致力于解决不确定性和验证知识主张的过程。
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引用次数: 0
The Complementary Roles of Visual and Written Representations Within Figures in Science Textbooks 科学教科书中图形的视觉表达与文字表达的互补作用
IF 2.3 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-03-25 DOI: 10.1007/s11165-025-10246-0
Joonhyeong Park, Yew Jin Lee, Ada Koh, Grace Tan

Figures play a common, but highly crucial role in providing explanatory or contextual images of objects, phenomena, and processes for learning science. Although many studies have investigated the types and distribution of these visual representations in science textbooks, there has been a lack of understanding of how one mode of representation complements the meanings of other modes within figures from the perspective of social semiotics. To address this gap particularly in different instructional contexts, we thus adopted a comparative design to examine the roles of visual and written representations (i.e., captions and labels) within figures from current lower secondary (Grades 7 and 8) science textbooks from Singapore and South Korea. Using an analytic framework that we developed, we analysed 335 figures from science textbooks in these two regions with a focus on physics topics. We found that the primary role of visual components in figures from Singapore was to show realistic phenomena or examples whereas among Korean science textbooks visuals of figures were used to juxtapose phenomena and their visualised scientific models together. In both regions, the most dominant role of written components within figures was to connect scientific phenomena with their relevant terms and concepts. Another important role was to label scientific phenomena using everyday language, but not with targeted terms. Extending from these results, we discuss the complementary roles of visual and written representations within figures in science textbooks in terms of providing additional vital resources for the learning of science.

图形在为科学学习提供物体、现象和过程的解释性或情境性图像方面发挥着常见但非常关键的作用。尽管许多研究都对科学教科书中这些视觉表征的类型和分布进行了调查,但从社会符号学的角度来看,人们对一种表征模式如何在图形中与其他模式的意义相辅相成缺乏了解。为了弥补这一不足,特别是在不同的教学环境下,我们采用了一种比较设计来研究新加坡和韩国现行初中(7 年级和 8 年级)科学教科书中的图形中视觉和文字表征(即标题和标签)的作用。利用我们开发的分析框架,我们分析了这两个地区科学教科书中的 335 幅图,重点是物理主题。我们发现,在新加坡的图画中,视觉元素的主要作用是展示现实现象或实例,而在韩国的科学教科书中,图画的视觉效果则是将现象与可视化的科学模型并列在一起。在这两个地区,图形中的文字部分最主要的作用是将科学现象与相关术语和概念联系起来。另一个重要作用是用日常语言标注科学现象,而不是有针对性的术语。从这些结果出发,我们讨论了科学教科书中图形的直观和文字表述在为科学学习提供额外重要资源方面的互补作用。
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引用次数: 0
Middle School Students' Experiences with Place-Based STEM Outreach 中学生在地STEM外展的经验
IF 2.3 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-03-25 DOI: 10.1007/s11165-025-10245-1
Tugba Boz, Nora Smith, Rebekah Hammack, Hilarie Davis, Jamie Cornish

A five-day workshop, rooted in place-based approaches, was offered to 24 underserved/underrepresented middle school students. The workshop's activities centered around three key concepts of disease ecology: 1) the interactions between living things and their environment, 2) the impact of environmental interactions on health, and 3) the role of scientists and students in improving health. Throughout the week, students reflected on the disease ecology concepts in relation to their own lives and communities after each session. Daily reflections and student interviews were used to explore students' successes and challenges with the activities, as well as the relevance of place-based learning for their understanding of these three disease ecology concepts. The analysis revealed that the workshop was influential not just in teaching disease ecology to middle school students but also in fostering a deeper interest in science through hands-on learning and place-based activities. The connection to their places made the learning more relevant and interesting for students. The student reflections on each of the disease ecology questions showed that while students faced challenges in connecting disease ecology concepts to personal and community health practices, the overall trend indicated a positive trajectory in students' understanding and application of disease ecology topics. We conclude that the workshop demonstrated the effectiveness of combining place-based pedagogies in engaging underserved middle school students in disease ecology and its real-world implications.

一个为期五天的讲习班,以基于地点的方法为基础,为24名得不到充分服务/代表性不足的中学生提供了机会。研讨会的活动围绕疾病生态学的三个关键概念:1)生物与其环境之间的相互作用,2)环境相互作用对健康的影响,以及3)科学家和学生在改善健康方面的作用。在整个一周中,学生们在每次课程结束后都反思与他们自己的生活和社区有关的疾病生态学概念。通过日常反思和学生访谈来探讨学生在活动中的成功和挑战,以及在地学习与他们理解这三种疾病生态学概念的相关性。分析显示,该研讨会不仅在向中学生教授疾病生态学方面具有影响力,而且在通过实践学习和基于场所的活动培养对科学的更深兴趣方面也具有影响力。与他们所在的地方的联系使学习对学生来说更加相关和有趣。学生对每个疾病生态学问题的反思表明,尽管学生在将疾病生态学概念与个人和社区卫生实践联系起来方面面临挑战,但总体趋势表明,学生对疾病生态学主题的理解和应用呈现积极的轨迹。我们的结论是,研讨会证明了结合基于地方的教学法在吸引服务不足的中学生参与疾病生态学及其现实意义方面的有效性。
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引用次数: 0
College Students' Plausibility Perceptions about Global Climate Change: Implementation of Model Evidence Link Diagram 大学生对全球气候变化的似然认知:模式证据关联图的实现
IF 2.3 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-03-24 DOI: 10.1007/s11165-025-10244-2
Gizem Ozyazici, Gaye Defne Ceyhan

Human-induced climate change intensifies extreme weather events due to its profound impact on the Earth's atmospheric balance. Despite its global relevance, research on climate education predominantly focuses on K-12 levels or college science majors, leaving a significant gap in understanding how non-science majors engage with this critical issue. Addressing this gap, this study examines the impact of a scaffolding activity, the Extreme Weather Model-Evidence Link (EW-MEL) diagram activity, on non-science major college students’ perceptions of global climate change and its connection to extreme weather events. The research was conducted with 62 college students from a research university in the United States. The study employed a pre-post quasi-experimental design to examine whether students’ plausibility perceptions about climate change alter after participating in the EW-MEL activity. The findings indicated a statistically significant change in students’ plausibility perceptions after the MEL activity. Moreover, in the EW MEL activity, while more students found the scientific explanation plausible, many also found the alternative explanation plausible. This indicates that despite students’ acknowledgement of the human impact on global climate change, misunderstandings may still exist. The study highlights the need for explicitly teaching critical evaluation in higher education to enhance students’ understanding of evidence-based decision making.

由于对地球大气平衡的深刻影响,人为引起的气候变化加剧了极端天气事件。尽管气候教育具有全球相关性,但其研究主要集中在K-12年级或大学科学专业,在理解非科学专业学生如何参与这一关键问题方面留下了重大差距。为了解决这一差距,本研究考察了一个脚手架活动,即极端天气模式-证据联系(EW-MEL)图表活动,对非理科生对全球气候变化及其与极端天气事件的联系的看法的影响。这项研究是在美国一所研究型大学的62名大学生中进行的。本研究采用前后准实验设计,考察学生在参与EW-MEL活动后对气候变化的合理性感知是否发生变化。研究结果表明,在MEL活动后,学生的合理性感知发生了统计学上显著的变化。此外,在EW MEL活动中,虽然更多的学生认为科学解释是可信的,但也有许多学生认为替代解释是可信的。这表明,尽管学生们承认人类对全球气候变化的影响,但误解可能仍然存在。该研究强调了在高等教育中明确教授批判性评估的必要性,以增强学生对循证决策的理解。
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引用次数: 0
Using Science Communication Strategies to Close the Resource Gap in Under-Resourced Schools: a Design-Based Study Focusing on Rural Schools in South Africa 利用科学传播策略缩小资源不足学校的资源差距:以南非农村学校为例的基于设计的研究
IF 2.3 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-03-20 DOI: 10.1007/s11165-025-10243-3
Blessing Nemadziva, Catherine Cole, Steven Sexton

This paper draws from our Science Material Development Project which was interested in understanding how engagement strategies used by science communicators in informal learning environments such as science museums could be used to improve science teaching and learning experiences in under-resourced schools. We demonstrate how the Complementarity of Learning Framework (Colfram), a design tool, was used to develop a simple Do-It-Yourself (DIY) science kit. We followed the design-based research methodology which had three stages: needs analysis, development of learning material, and evaluation of the designed learning material. A detailed needs analysis was conducted, focusing on Grade 9 natural sciences classes at three secondary schools from a rural district in the KwaZulu-Natal province of South Africa. Afterwards, a nucleotide blocks DIY science kit was developed and evaluated by the Grade 9 students and teachers at the same schools. Further evaluations were conducted by consulting five life science teachers based at urban schools in Durban, South Africa. Our results showed that the designed DIY science kit successfully facilitated effective science education experiences in under-resourced classrooms by eliciting the affective domain as well as affording teachers alternative approaches for content delivery. We also illustrated how the Colfram’s minimalist design approach may be suitable for teachers to use in designing their own inquiry-based learning material. Overall, the study demonstrated how engagement strategies from informal learning environments have the potential to offer cheaper, more accessible, and immediate interventions to help close the resource gap in under-resourced schools.

本文借鉴了我们的科学材料开发项目,该项目感兴趣的是了解科学传播者在科学博物馆等非正式学习环境中使用的参与策略如何用于改善资源不足的学校的科学教学和学习体验。我们演示了如何使用互补学习框架(Colfram),一个设计工具,来开发一个简单的自己动手(DIY)科学工具包。我们遵循基于设计的研究方法,该方法分为三个阶段:需求分析、学习材料开发和评估设计的学习材料。对南非夸祖鲁-纳塔尔省农村地区的三所中学的九年级自然科学课程进行了详细的需求分析。随后,同一所学校的九年级学生和老师共同开发了核苷酸块DIY科学工具包并进行了评估。进一步的评估是通过咨询南非德班城市学校的五名生命科学教师进行的。我们的研究结果表明,设计的DIY科学工具包成功地促进了资源不足的教室中有效的科学教育体验,激发了情感领域,并为教师提供了内容传递的替代方法。我们还说明了Colfram的极简设计方法如何适合教师在设计他们自己的探究性学习材料时使用。总体而言,该研究表明,来自非正式学习环境的参与策略有可能提供更便宜、更容易获得、更直接的干预措施,帮助资源不足的学校缩小资源差距。
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引用次数: 0
Science Teachers’ Approaches to Artificial Intelligence Integrated Science Teaching 科学教师进行人工智能综合科学教学的途径
IF 2.3 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-03-19 DOI: 10.1007/s11165-025-10233-5
Won Jung Kim, Arif Rachmatullah

The integration of artificial intelligence (AI) into K-12 education is gaining momentum for its potential to enhance AI literacy among students. This study, conducted in a professional development program context, analyzed the approaches teachers took to integrate task-specific AIs into science instructions based on what they learned through PD experiences. Specifically, we focused on the approaches teachers highlighted and discussed in their individual Peer Teaching Videos (PTVs), created as the final learning outcomes of the PD. PTVs are 15–20 min videos showcasing their AI-integrated science instruction for fellow teachers, produced with guidance from the PD instructor and shared on an online platform. Using constant comparative content analysis of PTVs, along with data from surveys and interviews, we identified three approaches teachers used to engage students with AI. These approaches differed in the positionality and depth of integrating AI in students’ science learning: (1) Trying out AI as a digital tool, (2) Training and testing AI as an inquiry practice partner, and (3) Exploring AI as an epistemic system. Although these approaches were initially developed for integrating task-specific AIs, they hold significant relevance in the context of the current surge in the use of generative AI. Specifically, these findings offer instructional implications for integrating AI not only as a technological tool but also in ways that promote a critical understanding of the epistemic processes and outcomes fostered by engaging with both science and AI.

人工智能(AI)融入K-12教育的势头正在增强,因为它有可能提高学生的人工智能素养。本研究是在专业发展项目背景下进行的,分析了教师根据PD经验所学到的知识,将特定任务的ai整合到科学教学中的方法。具体来说,我们关注的是教师在他们的同伴教学视频(ptv)中强调和讨论的方法,这些视频是作为PD的最终学习成果而创建的。ptv是15-20分钟的视频,在PD讲师的指导下制作,并在在线平台上分享,向其他教师展示他们的人工智能科学教学。通过对电视直播的持续比较内容分析,以及来自调查和访谈的数据,我们确定了教师用来吸引学生参与人工智能的三种方法。这些方法在将人工智能整合到学生科学学习中的地位和深度上存在差异:(1)将人工智能作为数字工具进行尝试,(2)将人工智能作为探究实践伙伴进行训练和测试,以及(3)将人工智能作为认知系统进行探索。尽管这些方法最初是为集成特定任务的人工智能而开发的,但它们在当前生成式人工智能使用激增的背景下具有重要的相关性。具体而言,这些发现不仅为将人工智能作为技术工具整合提供了指导意义,而且还为促进对科学和人工智能结合所促进的认知过程和结果的批判性理解提供了指导意义。
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引用次数: 0
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Research in Science Education
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