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A mixed-methods study on the changes in teachers’ perceptions of and strategies for student-centred teaching in programming following teacher development courses 关于教师在参加教师发展课程后对以学生为中心的编程教学的看法和策略的变化的混合方法研究
IF 5.5 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-17 DOI: 10.1007/s10639-024-12889-4
Siu-Cheung Kong, Ting-jun Lin

This study aims to understand how to improve teachers’ perceptions of SCT and their SCT strategies via teacher development, with the purpose of effectively promoting Student-Centred Teaching (SCT) in programming education. A mixed-methods approach was used to investigate the changes in teachers’ perceptions of and strategies for SCT in programming teaching after the teachers attended development courses. In the quantitative investigation, two hundred and twenty-nine teachers responded to a survey, making the response rate 93.4%. According to the quantitative results, the teachers’ teaching strategies became significantly more student-centred after the teacher development courses and they perceived a significant improvement in their student’s learning behaviours. In the qualitative investigation, a thematic analysis of the follow-up semi-structured interviews with 10 teachers further revealed that they knew better how to enable interaction among students. Students’ active interaction with the subject content facilitates the development of expertise, thereby increasing their knowledge and skills. There are two implications of this study. First, the design of a teacher development programme should be based on teachers’ knowledge needs and students’ cognitive development. Second, educational animations and student guidebooks as learning resources are essential for developing students as independent learners.

本研究旨在了解如何通过教师发展提高教师对小班教学的认识和小班教学的策略,从而在编程教育中有效促进以学生为中心的教学(SCT)。本研究采用混合方法,调查了教师在参加发展课程后,对编程教学中以学生为中心的教学(SCT)的认知和策略的变化。在定量调查中,共有 229 名教师回答了调查问卷,回复率为 93.4%。定量调查结果显示,教师在参加教师发展课程后,其教学策略明显更加以学生为中心,学生的学习行为也得到了显著改善。在定性调查中,对 10 名教师的半结构式后续访谈进行的专题分析进一步显示,他们更懂得如何促进学生之间的互动。学生与学科内容的积极互动促进了专业知识的发展,从而增加了他们的知识和技能。本研究有两方面的意义。第一,教师发展计划的设计应基于教师的知识需求和学生的认知发展。第二,教育动画和学生指导手册作为学习资源,对于培养学生成为独立的学习者至关重要。
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引用次数: 0
Investigation of Eighth-Grade Students’ processes of solving skill- based science questions by eye tracking technique 通过眼动跟踪技术调查八年级学生解决技能型科学问题的过程
IF 5.5 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-17 DOI: 10.1007/s10639-024-12841-6
Şeyma Özdemir, Cemal Tosun

The aim of this study was to determine the visual measurement results related to the behavior/processes of solving skill-based science questions of eighth grade students by eye tracking technique. Non-experimental quantitative research method was used in the research and visual measurement results were supported by heat maps and eye splash movements. Nine questions, with difficulty and discrimination indexes calculated, were applied to 56 eighth grade students. Data were collected with a skill-based test, eye tracking device, think-aloud protocols and a perception scale towards next generation science questions. The data obtained from the eye tracking device was examined using Gaze Viewer software and the results were shown as images. The results revealed that visual measurement results differed according to gender and 2023 high schools entrance exam scores. Additionally, negative relationships were found between visual measurement results and students’ practice test scores and their perceptions towards solving next generation science questions. It was determined that average duration of fixation had a significant predictive effect on students’ self-efficacy levels for solving next generation science questions.

本研究旨在通过眼动追踪技术,确定与八年级学生解决技能型科学问题的行为/过程相关的视觉测量结果。研究采用了非实验性的定量研究方法,并通过热图和眼球飞溅运动来支持视觉测量结果。56 名八年级学生回答了九道计算了难度和区分度指数的问题。通过技能测试、眼球跟踪仪、思考-朗读协议和对下一代科学问题的感知量表收集数据。使用 Gaze Viewer 软件检查了从眼动仪获得的数据,并将结果显示为图像。结果显示,视力测量结果因性别和 2023 年高中入学考试分数而异。此外,还发现视力测量结果与学生的练习考试成绩以及他们对解决下一代科学问题的看法之间存在负相关。研究还发现,平均定格时间对学生解决下一代科学问题的自我效能感水平有显著的预测作用。
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引用次数: 0
Data science career preference of Nigeria University students 尼日利亚大学生的数据科学职业偏好
IF 5.5 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-13 DOI: 10.1007/s10639-024-12897-4
Wole Michael Olatokun, Oluyemi Folorunso Ayanbode, Sunday Oluwadare Oladipo

This study examined the data science career preference, data science skills, and core competencies of 416 students from fourteen Nigerian universities using a Google Forms-created structured online questionnaire. A convenience sampling technique was adopted to select the participants. Data were analysed using both descriptive and inferential statistics, including Structural Equation Modeling (SEM). Results were presented using tables, figures, and charts. Three hypotheses were tested to guide the discussion. The findings showed that while core competencies had no positive significant effect on career preference, data science skills had positive significant effect on career preference, and a positive significant relationship with core competencies. By providing insightful information about the participants' degree of data science knowledge, abilities, and core competencies, this research adds to the body of previous knowledge. Additionally, it shows patterns in students' preferences for careers in data science, which has consequences for developing curriculum and training data scientists in Nigeria.

本研究使用谷歌表格创建的结构化在线问卷调查了来自尼日利亚14所大学的416名学生的数据科学职业偏好、数据科学技能和核心能力。研究采用便利抽样技术选取参与者。数据分析采用了描述性和推论性统计方法,包括结构方程模型(SEM)。结果通过表格、数字和图表呈现。对三个假设进行了检验,以指导讨论。研究结果表明,虽然核心能力对职业偏好没有积极的显著影响,但数据科学技能对职业偏好有积极的显著影响,并且与核心能力有积极的显著关系。通过提供有关参与者的数据科学知识、能力和核心竞争力程度的有洞察力的信息,本研究补充了以往的知识体系。此外,研究还显示了学生对数据科学职业的偏好模式,这对尼日利亚数据科学家的课程开发和培训具有重要意义。
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引用次数: 0
Technological solutions to foster preschool children’s spatial ability: A situational interactive e-book approach 培养学龄前儿童空间能力的技术解决方案:情境互动电子书方法
IF 5.5 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-13 DOI: 10.1007/s10639-024-12886-7
Juan Li, Qian-Qian Li, Shu-Qi Wang, Zhen Jin, Xiao-Xiao Wang, Ni-Ming Sun, Hai-Xian Li, Xudan Ye

Spatial ability is a significant component of mathematical ability and a foundation for children to master mathematical knowledge. Although many studies have confirmed that technology can enhance children’s learning, few have explored the use of technology in the area of children’s spatial learning. In this study, we adopted a paradigm for experimental research. With 106 children in four classes in two kindergartens in Eastern China (52 in the experimental group and 54 in the control group), an experimental intervention on the spatial learning of children in the experimental group was carried out using situated interactive e-books as the media, while those in the control group learned independently in the traditional way (children manipulated physical materials independently, such as puzzles). Using the methods of measuring and lag sequential analysis, it was investigated whether this intervention could improve the spatial ability of children as well as influence their learning behavior and approach to learning. The results show that children’s spatial ability was significantly improved by the proposed approach; those who used situated interactive e-books as a medium to learn showed significantly better approaches and learning behaviors than their counterparts in the control group.

空间能力是数学能力的重要组成部分,也是儿童掌握数学知识的基础。虽然许多研究都证实,科技可以促进儿童的学习,但很少有人探讨科技在儿童空间学习领域的应用。在本研究中,我们采用了实验研究范式。我们以华东地区两所幼儿园四个班级的 106 名儿童(实验组 52 名,对照组 54 名)为研究对象,以情景互动电子书为媒介,对实验组儿童的空间学习进行了实验干预,而对照组儿童则以传统方式(儿童独立操作拼图等实物材料)进行了独立学习。通过测量和滞后序列分析的方法,研究了这种干预是否能提高儿童的空间能力,以及是否能影响他们的学习行为和学习方法。结果表明,儿童的空间能力通过所建议的方法得到了显著提高;使用情景互动电子书作为学习媒介的儿童,其学习方法和学习行为明显优于对照组的儿童。
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引用次数: 0
Poietic symbiosis or algorithmic subjugation: generative AI technology in marketing communications education 共生还是算法征服:营销传播教育中的人工智能生成技术
IF 5.5 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-13 DOI: 10.1007/s10639-024-12877-8
Gulnara Z. Karimova, Yevgeniya D. Kim, Amir Shirkhanbeik

This exploratory study investigates the convergence of marketing communications and AI-powered technology in higher education, adopting a perspective on student interactions with generative AI tools. Through a comprehensive content analysis of learners’ responses, we employed a blend of manual scrutiny, Python-generated Word Cloud, and Latent Dirichlet Allocation (LDA) to expose the nature of interaction between learners and AI tools. Our findings indicate that learners predominantly adhere to the perception of AI as a tool resembling a ‘brush’ in the creative process, rather than as an active co-creator – the percaption that is aligned with the conventional tool-user dynamic. Students articulated a dual narrative regarding AI: they acknowledged its utility in enhancing creativity, yet expressed concerns about overreliance potentially eroding their own creative skills. Heidegger’s exploration of different modes of ‘revealing’ and Deleuze and Guattari’s notions of desiring machines and machinic enslavement suggest an alternative perspective where technology, and by extension AI-empowered technology, can contribute to a deeper existential understanding. This study points out the possibility of moving beyond a simple tool-user model, suggesting the emergence of more complex plausible scenarios of interaction: poietic symbiosis or algorithmic subjugation.

这项探索性研究调查了高等教育中营销传播与人工智能技术的融合,采用了学生与生成式人工智能工具互动的视角。通过对学习者的回答进行全面的内容分析,我们采用了人工检查、Python 生成的词云和潜在德里希特分配(LDA)相结合的方法,揭示了学习者与人工智能工具之间互动的本质。我们的研究结果表明,学习者主要将人工智能视为创作过程中类似 "画笔 "的工具,而不是积极的共同创作者--这种看法与传统的工具-用户动态相一致。学生们对人工智能表达了双重看法:他们承认人工智能在提高创造力方面的作用,但又担心过度依赖人工智能可能会削弱自身的创造技能。海德格尔对 "揭示 "的不同模式的探索,以及德勒兹和瓜塔里关于渴望机器和机器奴役的概念,都提出了另一种视角,即技术,以及由人工智能驱动的技术,可以促进更深层次的生存理解。这项研究指出了超越简单的工具-用户模式的可能性,并提出了更为复杂的互动情景:诗意共生或算法奴役。
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引用次数: 0
Integrating theories for insight: an amalgamated model for gamified virtual reality adoption by science teachers 整合理论以提高洞察力:科学教师采用游戏化虚拟现实技术的综合模型
IF 5.5 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-13 DOI: 10.1007/s10639-024-12892-9
Hüseyin Ateş, Cansu Şahin Kölemen

This study examines the factors influencing science teachers’ intentions to adopt gamified virtual reality (VR) in educational settings, employing the Theory of Planned Behavior (TPB) and Protection Motivation Theory (PMT) as theoretical frameworks. We investigate how perceived threats, benefits, and motivational and cognitive factors impact these intentions, focusing on science teachers. By integrating TPB and PMT, the study aims to provide a comprehensive model that elucidates the roles of attitude, subjective norm, perceived severity, vulnerability, self-efficacy, response efficacy, and response costs in the decision to adopt gamified VR. The structural analysis conducted on a sample of 1645 science teachers revealed that our amalgamated model demonstrates a robust predictive capacity for their intentions to adopt gamified VR. This model outperformed traditional theories in predicting adoption intentions. The research also demonstrates significant relationships between these factors and the intention to use gamified VR, with differences noted across teacher groups by professional status and gender. This enhanced understanding of adoption barriers and facilitators informs strategies for better integration of VR in science education, potentially enriching teaching practices and improving student engagement and learning outcomes.

本研究以计划行为理论(TPB)和保护动机理论(PMT)为理论框架,探讨了影响科学教师在教育环境中采用游戏化虚拟现实(VR)的意愿的因素。我们以科学教师为研究对象,调查感知到的威胁、益处以及动机和认知因素如何影响这些意向。通过整合 TPB 和 PMT,本研究旨在提供一个综合模型,阐明态度、主观规范、感知严重性、脆弱性、自我效能、反应效能和反应成本在决定采用游戏化 VR 中的作用。对 1645 名科学教师样本进行的结构分析表明,我们的综合模型对他们采用游戏化 VR 的意向具有很强的预测能力。该模型在预测采用意愿方面优于传统理论。研究还表明,这些因素与使用游戏化虚拟现实的意向之间存在重大关系,不同专业地位和性别的教师群体之间也存在差异。对采用障碍和促进因素的进一步了解为更好地将 VR 融入科学教育提供了参考,从而有可能丰富教学实践,提高学生的参与度和学习效果。
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引用次数: 0
Insights into mobile assisted language learning research in Iran: A decade review (2010–2023) 伊朗移动辅助语言学习研究的启示:十年回顾(2010-2023 年)
IF 5.5 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-13 DOI: 10.1007/s10639-024-12879-6
Mostafa Morady Moghaddam, Faeze Esmaeilpour, Fatemeh Ranjbaran

Mobile technologies and the widespread application of mobile devices have become significant in educational settings. Mobile-assisted language learning (MALL) is a thriving field of study in language learning and teaching contexts in Iran. This study investigates the current research trends and characteristics of MALL studies in Iran, identifying less-explored areas of investigation, and informing future directions for integrating mobile technologies into language learning and teaching practices in the Iranian context. To contribute to a context-specific analysis of digital literacy in low-resource environments, this study systematically reviewed 70 articles that were relevant to different facets of MALL in the Iranian context. The findings indicate that the majority of the articles reviewed focused on vocabulary learning and attitudes toward MALL, respectively. Many of the reviewed articles utilized a quantitative research design to study the effect of MALL on different aspects of language learning. The reviewed research studies were primarily conducted in private language institutes, where it is easier to conduct experimental studies. However, there was a lack of research analyzing the effect of MALL on some areas of language proficiency, specifically with regard to pragmatic competence and pronunciation. Additionally, a diverse range of research methodologies was observed in the articles, with ‘questionnaires’ being the most commonly used instrument for data collection. Furthermore, most studies employed an experimental research design. The majority of the studies illustrated that MALL is an effective method to improve learners’ language proficiency in comparison to traditional teaching methodologies. This study can serve as a valuable reference for educators and researchers interested in MALL.

移动技术和移动设备的广泛应用在教育环境中具有重要意义。在伊朗的语言学习和教学环境中,移动辅助语言学习(MALL)是一个蓬勃发展的研究领域。本研究调查了伊朗 MALL 研究的当前研究趋势和特点,确定了较少探索的研究领域,并为将移动技术融入伊朗语言学习和教学实践的未来方向提供了信息。为了对低资源环境下的数字扫盲进行特定背景分析,本研究系统地审查了与伊朗背景下 MALL 不同方面相关的 70 篇文章。研究结果表明,所查阅的大多数文章分别侧重于词汇学习和对 MALL 的态度。许多综述文章采用定量研究设计,研究 MALL 对语言学习不同方面的影响。所查阅的研究主要是在私立语言学院进行的,因为那里更容易进行实验研究。然而,缺乏分析 MALL 对某些语言能力领域的影响的研究,特别是在语用能力和发音方面。此外,研究方法也多种多样,"问卷调查 "是最常用的数据收集工具。此外,大多数研究采用了实验研究设计。大多数研究表明,与传统教学方法相比,MALL 是提高学习者语言能力的有效方法。本研究可为对 MALL 有兴趣的教育工作者和研究人员提供有价值的参考。
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引用次数: 0
Towards an integrative model of blended design studios: a multiple case study across architecture, design and planning education 建立混合式设计工作室的综合模式:跨建筑、设计和规划教育的多案例研究
IF 5.5 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-13 DOI: 10.1007/s10639-024-12873-y
Sedef Süner-Pla-Cerdà, Elif Öztürk, Canan Emine Ünlü

Design education embodies distinctive pedagogical practices rooted in experiential learning, frequent interactions between students and instructors, reflective dialogues through project deliverables, and enculturation through activities and encounters facilitated by a physical studio setting. Contrasting the traditional lecture-based format, the design studio fosters a dynamic, participatory environment, making technology-mediated instructional delivery methods more rare and experimental than widely adopted. However, the COVID-19 pandemic forced a sudden shift to emergency remote teaching, which prompted a critical re-evaluation of both conventional and unconventional teaching methods, thereby leading to a reconsideration of traditional pedagogical approaches. This paper outlines common technology-enhanced approaches in design studios and advocates for blended learning as an effective mode of delivery. Multiple case study methodology was employed to elicit collective experiences, practices and future expectations of studio instructor teams from 12 architecture, design and planning departments across six universities. Findings of the thematic analysis are presented utilising Khan’s octagonal framework. The themes are synthesised in an integrative model to aid instructors in planning and implementing blended design studios, and recommendations are made for delivering blended learning experiences. The distinctive contribution of this study is its effort to develop an inclusive, comprehensive, and overarching model that resonates across various studio-based fields.

设计教育体现了独特的教学实践,它植根于体验式学习、学生与教师之间频繁的互动、通过项目成果进行反思性对话,以及通过实际工作室环境促成的活动和接触进行文化熏陶。与传统的讲授形式不同,设计工作室营造了一种动态的参与式环境,因此以技术为媒介的教学方法更为罕见和实验性,而不是被广泛采用。然而,COVID-19 大流行迫使我们突然转向紧急远程教学,这促使我们对传统和非常规的教学方法进行批判性的重新评估,从而引发了对传统教学方法的重新思考。本文概述了设计工作室中常见的技术强化方法,并倡导将混合式学习作为一种有效的教学模式。本文采用了多案例研究方法,从六所大学的 12 个建筑、设计和规划系的工作室指导教师团队中征集集体经验、实践和未来期望。利用可汗的八角形框架介绍了主题分析的结果。这些主题被归纳到一个综合模型中,以帮助指导教师规划和实施混合式设计工作室,并为提供混合式学习体验提出了建议。本研究的独特贡献在于,它努力开发了一个具有包容性、综合性和总体性的模型,该模型在以工作室为基础的各个领域都能产生共鸣。
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引用次数: 0
Effective learning with a personal AI tutor: A case study 使用人工智能个人辅导员进行有效学习:案例研究
IF 5.5 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-13 DOI: 10.1007/s10639-024-12888-5
Ambroise Baillifard, Maxime Gabella, Pamela Banta Lavenex, Corinna S. Martarelli

Effective learning strategies based on principles like personalization, retrieval practice, and spaced repetition are often challenging to implement due to practical constraints. Here we explore the integration of AI tutors to complement learning programs in accordance with learning sciences. A semester-long study was conducted at UniDistance Suisse, where an AI tutor app was provided to psychology students taking a neuroscience course (N=51). After automatically generating microlearning questions from existing course materials using GPT-3, the AI tutor developed a dynamic neural-network model of each student’s grasp of key concepts. This enabled the implementation of distributed retrieval practice, personalized to each student’s individual level and abilities. The results indicate that students who actively engaged with the AI tutor achieved significantly higher grades. Moreover, active engagement led to an average improvement of up to 15 percentile points compared to a parallel course without AI tutor. Additionally, the grasp strongly correlated with the exam grade, thus validating the relevance of neural-network predictions. This research demonstrates the ability of personal AI tutors to model human learning processes and effectively enhance academic performance. By integrating AI tutors into their programs, educators can offer students personalized learning experiences grounded in the principles of learning sciences, thereby addressing the challenges associated with implementing effective learning strategies. These findings contribute to the growing body of knowledge on the transformative potential of AI in education.

基于个性化、检索练习和间隔重复等原则的有效学习策略,往往因实际限制而难以实施。在此,我们探讨了如何根据学习科学原理,整合人工智能辅导来补充学习计划。瑞士远程大学进行了一项为期一学期的研究,为学习神经科学课程的心理学学生(人数=51)提供了一款人工智能辅导应用程序。在使用 GPT-3 自动生成现有课程材料中的微学习问题后,人工智能辅导员为每个学生对关键概念的掌握程度建立了一个动态神经网络模型。这样,就能根据每个学生的个人水平和能力,实施个性化的分布式检索练习。结果表明,积极参与人工智能辅导的学生成绩明显提高。此外,与没有人工智能辅导员的平行课程相比,积极参与的学生平均提高了 15 个百分点。此外,掌握程度与考试成绩密切相关,从而验证了神经网络预测的相关性。这项研究表明,个人人工智能辅导员有能力模拟人类的学习过程,并有效提高学习成绩。通过将人工智能辅导员整合到课程中,教育工作者可以为学生提供基于学习科学原理的个性化学习体验,从而解决与实施有效学习策略相关的挑战。这些研究结果为人工智能在教育领域的变革潜力提供了越来越多的知识。
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引用次数: 0
Fostering preservice teachers socio-emotional, technological, and metacognitive knowledge (STM-K) using e-portfolios 利用电子档案袋培养职前教师的社会情感、技术和元认知知识(STM-K)
IF 5.5 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-13 DOI: 10.1007/s10639-024-12894-7
Areej ElSayary, Laila Mohebi

Preservice teachers often face challenges in developing Socio-emotional, Technological, and Metacognitive Knowledge (STM-K) due to a lack of effective integration of digital tools in their training. Developing STM-K is crucial for preservice teachers as it equips them with essential skills for effective teaching, such as emotional intelligence, technological proficiency, and reflective thinking, which are necessary for fostering a positive learning environment and adapting to educational innovations. This study addresses these challenges by exploring the use of electronic portfolios (e-portfolios) as an authentic assessment tool to enhance STM-K. E-portfolios allow preservice teachers to work on assignments, receive feedback, and communicate with peers and mentors without being physically present, which is particularly crucial in times of educational disruption. This study aims to foster preservice teachers’ (STM-K) using e-portfolios through a proposed framework guided by Gibbs’ reflective model. Conducted in an early childhood education program at a Federal University in the United Arab Emirates (UAE), the participants (n = 112) were female preservice teachers aged 18–25 years old. An exploratory sequential mixed method design was employed to collect qualitative data (participants’ reflections) and quantitative data (participants’ surveys). The preservice teachers attended two weeks at the beginning of the semester to learn new technological applications and earn Apple Teaching Certificates. Qualitative data were analysed using Gibb’ model, and quantitative data were analysed using the q-q plot test of normality and one-sample t-test. The study’s results revealed that the preservice teachers positively nurtured their STM-K through the use of e-portfolios, benefiting from various technological applications that provide opportunities such as video, automated, and visual feedback. This study demonstrates a practical strategy for preparing teachers to effectively utilize e-portfolios by allocating time for technological training and certification at the semester’s start. The findings offer valuable insights for educational institutions and teacher education programs on integrating e-portfolios to support the STM-K of preservice teachers amidst educational challenges. Recommendations include developing an approach that integrates computer-based and human-produced feedback to capture interactions between learners, computers, instructors, and resources at different design levels.

由于在培训中缺乏对数字工具的有效整合,职前教师在发展社会情感、技术和元认知知识(STM-K)方面经常面临挑战。培养社会情感、技术和元认知知识对职前教师来说至关重要,因为这能让他们掌握有效教学的基本技能,如情商、技术能力和反思性思维,而这些都是营造积极的学习环境和适应教育创新所必需的。本研究通过探索使用电子档案袋(e-portfolios)作为一种真实的评估工具来提高 STM-K,从而应对这些挑战。电子作品集允许职前教师在不亲临现场的情况下完成作业、接收反馈、与同伴和导师交流,这在教育混乱时期尤为重要。本研究旨在通过以吉布斯反思模式为指导的拟议框架,利用电子档案袋培养职前教师(STM-K)。研究在阿拉伯联合酋长国(UAE)一所联邦大学的幼儿教育课程中进行,参与者(n = 112)为 18-25 岁的职前女教师。研究采用了探索性顺序混合方法设计,以收集定性数据(参与者的反思)和定量数据(参与者的调查)。职前教师在学期初参加了为期两周的培训,学习新的技术应用并获得苹果教学证书。定性数据采用吉布斯模型进行分析,定量数据采用 q-q 图正态性检验和单样本 t 检验进行分析。研究结果表明,职前教师通过使用电子档案积极培养自己的 STM-K,并从各种技术应用中受益,这些应用提供了视频、自动和视觉反馈等机会。这项研究展示了一种切实可行的策略,即在学期开始时分配时间进行技术培训和认证,从而为教师有效利用电子档案袋做好准备。研究结果为教育机构和教师教育项目提供了宝贵的见解,帮助他们整合电子作品集,在教育挑战中支持职前教师的 STM-K。建议包括开发一种方法,将基于计算机的反馈与人为反馈结合起来,以捕捉学习者、计算机、教师和资源之间在不同设计层次上的互动。
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