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The effect of digital storytelling on nursing students' compliance with isolation precautions and their knowledge levels: A randomized controlled trial 数字故事对护理专业学生遵守隔离预防措施及其知识水平的影响:随机对照试验
IF 5.1 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-10-01 DOI: 10.1111/jcal.13062
Sule Bıyık Bayram, Emel Gülnar, Nurcan Caliskan, Çiğdem Torun Kılıç

Background

Digital storytelling is a teaching tool that can help nursing students master the curriculum and improve their skills. This study investigated the effect of digital storytelling on nursing students' knowledge levels and compliance with isolation precautions.

Methodology

A pretest-posttest open-label randomized controlled trial. This study was conducted in the nursing department of the faculty of health sciences of a university in Türkiye. The sample consisted of 109 fourth-year nursing students divided into experimental (n = 66) and control (n = 43) groups. Data were collected using a Demographic Characteristics Questionnaire (DCQ), the Isolation Knowledge Test (IKT), the Questionnaire of Students' Opinions on Digital Storytelling (QSODS) and the Scale of Compliance with Isolation Precautions (SCIP). The experimental group participated a digital storytelling activity, whilst the control group received an education based on the curriculum. The data were analysed using the Mann–Whitney U test, the Wilcoxon test, analysis of variance (ANOVA), and the Spearman correlation test.

Results and Conclusions

The experimental group had significantly higher posttest IKT and SCIP scores than the control group (p < 0.05). Both groups had lower IKT and SCIP scores 2 months after the experiment. However, the change was much smaller in the experimental group. Digital storytelling helped the experimental group participants learn about isolation precautions and how to comply with them. Digital storytelling also promotes learning retention. In conclusion, digital tools are effective in distance learning.

背景 数字故事是一种教学工具,可帮助护理专业学生掌握课程并提高技能。本研究探讨了数字故事对护理专业学生的知识水平和隔离预防措施遵从性的影响。 方法 前测-后测开放标签随机对照试验。研究在土耳其一所大学健康科学学院护理系进行。样本包括 109 名护理专业四年级学生,分为实验组(66 人)和对照组(43 人)。数据收集采用了人口统计学特征问卷(DCQ)、隔离知识测试(IKT)、学生对数字故事的看法问卷(QSODS)和隔离预防措施遵守量表(SCIP)。实验组参加了数字故事活动,而对照组则接受了基于课程的教育。数据分析采用了曼-惠特尼 U 检验、威尔科克森检验、方差分析(ANOVA)和斯皮尔曼相关检验。 结果与结论 实验组在测试后的 IKT 和 SCIP 分数明显高于对照组(p < 0.05)。实验 2 个月后,两组的 IKT 和 SCIP 分数均有所下降。然而,实验组的变化要小得多。数字故事帮助实验组参与者了解了隔离预防措施以及如何遵守这些措施。数字故事还能促进学习效果的保持。总之,数字工具在远程学习中是有效的。
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引用次数: 0
Pre-service teachers' collaborative learning and role-based drama activity in a virtual reality environment 职前教师在虚拟现实环境中的协作学习和基于角色的戏剧活动
IF 5.1 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-30 DOI: 10.1111/jcal.13079
Piia Näykki, Saara Pyykkönen, Jenni Latva-aho, Tuula Nousiainen, Emilia Ahlström, Tapio Toivanen

Background

In recent years, the use of virtual reality (VR) environments for education has gained interest in research and education. However, little is known about the potential of social VR environments for collaborative learning.

Objectives

This study explores pre-service teachers' (PSTs') collaborative learning and role-based drama activity, focusing on their self-created fictional avatar characters and their experiences of presence while working on a group-based virtual drama activity.

Methods

PSTs' course on environmental storytelling was used as the context of the study, in which they worked in small groups in a VR environment (AltspaceVR) from the desktop computers due to COVID-19 restrictions. Qualitative research data were collected via questionnaire (N = 15). The data were analysed using a community of inquiry model to explore the PSTs' experiences of online presence.

Results and conclusion

The results showed that the PSTs' experienced creating and acting as virtual characters as meaningful and engaging activities, and elements of presence were manifested in their reflections. Based on this case study, it can be concluded that the interactive virtual drama activity has the potential to foster the experience of presence in online learning.

背景 近年来,虚拟现实(VR)环境在教育领域的应用越来越受到研究和教育界的关注。然而,人们对社会虚拟现实环境在协作学习方面的潜力知之甚少。 本研究探讨了职前教师(PSTs)的协作学习和基于角色的戏剧活动,重点关注他们自创的虚构化身角色,以及他们在基于小组的虚拟戏剧活动中的临场体验。 研究方法 以 PSTs 的环境故事课程为研究背景,由于 COVID-19 的限制,他们以小组形式在 VR 环境(AltspaceVR)中使用台式电脑工作。定性研究数据通过问卷收集(N = 15)。数据分析采用了探究社区模式,以探索 PST 的在线存在体验。 结果和结论 结果显示,PSTs 体验到创建和扮演虚拟角色是有意义和吸引人的活动,存在元素在他们的反思中得到体现。基于这一案例研究,可以得出结论,互动虚拟戏剧活动有可能促进在线学习中的 "在场 "体验。
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引用次数: 0
Digital simulations as a pedagogical tool: How ready are Fiji year-11 science teachers? 数字模拟作为一种教学工具:斐济 11 年级科学教师的准备情况如何?
IF 5.1 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-19 DOI: 10.1111/jcal.13071
Shayal Nandani, Shikha Raturi

Background

Digital simulations are emerging technologies in science education that allow students to visualise abstract concepts and enable science teachers to conduct laboratory work/experiments online.

Objective

To determine teacher readiness, the study focused on their cognitive skills and knowledge and perceptions of the use of digital simulations as a pedagogical tool incorporating an intervention in its research design.

Methods

The theoretical framework of this study combines the modified Technology Acceptance Model with the Cognitive Theory of Multimedia Learning. Snowball sampling was used to recruit 10 chemistry teachers from secondary schools and a mixed methods sequential explanatory research design was adopted. The data was collected through survey, interview, pre-test and post-test results before and after the intervention (training).

Results

Science teachers perceive digital simulations as valuable and easy to use and are ready to use them in future lessons. An increase in cognitive knowledge and skills coupled with a positive mindset was noted after the training. The teachers indicated the need for training and support at all levels to successfully integrate digital simulations in their classrooms. Additionally, parents' engagement to enhance their awareness of such initiatives was deemed crucial for their support.

Conclusions

The study calls for a rethinking and a revision of science curriculum, policies and enhancement of infrastructure/general resources to support technology-enabled learning, teaching and assessment practices in science classrooms; a continuous professional development program for teachers to keep up with the changing needs of 21st-century education is imperative.

背景 数字模拟是科学教育中的新兴技术,它可以让学生将抽象概念形象化,并使科学教师能够在线开展实验室工作/实验。 为了确定教师是否做好了准备,本研究重点关注教师的认知技能和知识,以及他们对使用数字模拟作为教学工具的看法,并在研究设计中纳入了干预措施。 方法 本研究的理论框架结合了修改后的技术接受模型和多媒体学习认知理论。采用 "滚雪球 "抽样法从中学招募了 10 名化学教师,并采用混合方法顺序解释性研究设计。通过调查、访谈、干预(培训)前后的前测和后测结果收集数据。 结果 科学教师认为数字模拟很有价值,易于使用,并准备在今后的课程中使用。培训后,教师的认知知识和技能得到了提高,心态也变得积极。教师们表示需要各级培训和支持,以成功地将数字模拟融入课堂。此外,家长的参与对提高他们对此类活动的认识也至关重要。 结论 这项研究呼吁重新思考和修订科学课程、政策,并加强基础设施/一般资源,以支持科学课堂中的技术辅助学习、教学和评估实践;必须为教师提供持续的专业发展计划,以跟上 21 世纪教育不断变化的需求。
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引用次数: 0
Levering AI to enhance students' conceptual understanding and confidence in mathematics 利用人工智能增强学生对数学概念的理解和信心
IF 5.1 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-13 DOI: 10.1111/jcal.13065
Allan Mesa Canonigo

Motivation

This research investigates the transformative impact of integrating AI into mathematics education, aiming to enhance students' conceptual understanding and self-efficacy. It addresses the crucial need for innovative teaching methods in response to contemporary challenges in education and aims to fill gaps in understanding the potential drawbacks and benefits of AI implementation.

Objectives

The primary goal of this study is to investigate the effects of AI tools, such as GeoGebra and ChatGPT, on students' conceptual understanding and self-efficacy in a mathematics classroom setting, with a focus on collaborative learning, teacher-led discussions, and problem-solving.

Methods

Employing a mixed-methods approach, the research involves pre- and post-implementation surveys, supplemented by qualitative data from interviews, focus groups, and classroom observations. The study emphasises the utilisation of AI in collaborative learning environments and explores the challenges and opportunities associated with its integration.

Results and Conclusions

The study reveals a noteworthy enhancement in students' conceptual understanding and self-efficacy belief when AI tools are incorporated into mathematics education. However, it highlights concerns such as technological challenges, potential teacher replacement fears, biases in AI systems, and difficulties related to pacing and social interaction. To optimise the use of AI, the paper suggests strategies like adaptive learning platforms, real-world simulations, intelligent tutoring systems, and data-driven instruction, positioning AI as a complement rather than a substitute for traditional teaching methods. The study recommends addressing challenges through additional support resources and transparent communication, emphasising the need for a thoughtful integration of AI in education.

研究动机 本研究探讨将人工智能融入数学教育的变革性影响,旨在增强学生对概念的理解和自我效能感。它满足了对创新教学方法的迫切需要,以应对当代教育中的挑战,并旨在填补在理解人工智能实施的潜在缺点和益处方面的空白。本研究的主要目标是调查 GeoGebra 和 ChatGPT 等人工智能工具在数学课堂环境中对学生概念理解和自我效能感的影响,重点关注协作学习、教师引导的讨论和问题解决。研究强调了人工智能在协作学习环境中的应用,并探讨了与整合人工智能相关的挑战和机遇。结果与结论研究显示,当人工智能工具被纳入数学教育时,学生的概念理解和自我效能感信念得到了显著提升。然而,研究也强调了一些令人担忧的问题,如技术挑战、潜在的教师替代恐惧、人工智能系统的偏见以及与节奏和社会互动有关的困难。为了优化人工智能的使用,论文提出了自适应学习平台、真实世界模拟、智能辅导系统和数据驱动教学等策略,将人工智能定位为传统教学方法的补充而非替代。研究建议通过额外的支持资源和透明的沟通来应对挑战,强调有必要将人工智能深思熟虑地融入教育。
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引用次数: 0
One intervention, several benefits: Deliberate computer-assisted argument mapping practices in an online teacher education course 一种干预,多种益处:在线教师教育课程中有意识的计算机辅助论证绘图实践
IF 5.1 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-13 DOI: 10.1111/jcal.13067
Suat Kaya
<div> <section> <h3> Background</h3> <p>Ambiguity prevails concerning the fundamental methodological characteristics of computer-assisted argument mapping (CAAM) learning environments, particularly in their capacity to facilitate critical thinking within tertiary education. Previous scholarly investigations have failed to furnish an exhaustive elucidation of the configuration of instructional interventions grounded in CAAM. Furthermore, prior research provides limited evidence to show how a course can be designed and implemented with CAAM practices.</p> </section> <section> <h3> Objectives</h3> <p>This study aimed to explore the influence of CAAM practices on the pre-service teachers' critical thinking skills and the lived experiences of pre-service teachers during CAAM practices based on their perspectives to guide more successful curriculum or instructional designs integrated with CAAM practices.</p> </section> <section> <h3> Methods</h3> <p>The intervention was conducted in an online course called ‘Instructional Methods and Techniques’, which included various instructional methods and techniques to be utilized while implementing a curriculum. This study employed a sequential explanatory mixed method research design conducted with 24 s grade pre-service teachers enrolled in the elementary school department. The quantitative data gathered through a critical thinking scoring rubric were analysed with repeated measures ANOVA to analyse the change in participants' critical thinking scores over time, while a semi-structured interview form developed by the researcher was used to collect data regarding pre-service teachers' experiences, which were analysed with content analysis.</p> </section> <section> <h3> Results</h3> <p>The quantitative findings provided empirical support for the integration of CAAM practices into teacher education programs as a means to enhance the CT skills of pre-service teachers, while content analysis resulted in five themes named as ‘challenges, opportunities, views about Mindmup, feedback and suggestions’. The challenges encountered and subsequently overcome, the opportunities harnessed for critical thinking growth, the role of feedback in the learning process, elimination of interaction problems encountered during online learning, and the need for balanced CAAM usage all contributed to a comprehensive understanding of the potential benefits and considerations associated with CAAM in the context of teacher education.</p> </section> <section> <h3> Conclusio
背景关于计算机辅助论证制图(CAAM)学习环境的基本方法论特征,尤其是其在高等教育中促进批判性思维的能力,普遍存在着不确定性。以往的学术研究未能详尽阐明基于 CAAM 的教学干预措施的配置。本研究旨在探讨CAAM实践对职前教师批判性思维能力的影响,以及职前教师在CAAM实践过程中的生活体验,并从他们的视角出发,指导与CAAM实践相结合的更成功的课程或教学设计。本研究采用了顺序解释混合方法研究设计,对小学部 24 名一年级职前教师进行了研究。通过批判性思维评分标准收集的定量数据采用重复测量方差分析来分析参与者批判性思维得分随时间的变化,而研究者开发的半结构化访谈表则用于收集职前教师的经验数据,并采用内容分析法对这些数据进行分析。所遇到的挑战和随后克服的挑战、利用批判性思维成长的机遇、反馈在学习过程中的作用、消除在线学习过程中遇到的互动问题,以及平衡使用 CAAM 的必要性,所有这些都有助于全面了解 CAAM 在教师教育背景下的潜在益处和相关注意事项。最终,这项研究加强了明确的批判性思维教学的重要性,并强调了 CAAM 是实现这一目标的一个很有前途的途径。
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引用次数: 0
Beyond TPACK: A case for foregrounding affect in technology rich 21st-century teaching and learning 超越 TPACK:在技术丰富的 21 世纪教学中重视情感的理由
IF 5.1 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-11 DOI: 10.1111/jcal.13055
Katherine Frances McLay, Vicente Chua Reyes Jr

Background

This research was motivated by noticing shortcomings in the TPACK framework, which does not take account of the affective dimension (e.g., emotions, moods, attitudes and values) of teaching and learning with and about technology, despite this being a key predictor of whether teachers incorporate technology into teaching and learning. Reimagining TPACK as TAPACK to explicitly engage with affect offers a way of leveraging the influential TPACK framework to foreground the affective domain and encourage preservice teachers (PSTs) towards meaningful technology integration in teaching and learning.

Objectives

The goal of this research is to encourage teacher educators to explicitly engage PSTs with the affective dimension of integrating technology into teaching and learning by sharing strategies from our own research and practice.

Methods

We deploy reflexive inquiry to draw on our experience teaching into technology focused teacher education courses to crystallize key shortcomings in the existing TPACK framework and suggest a possible way forward.

Results and Conclusions

Our research suggests that engaging explicitly with the affective dimension by incorporating affect into the TPACK framework to become TAPACK may enhance technology focused teacher education courses by supporting PSTs to develop positive affective orientation towards technology, thereby increasingly the likelihood that PSTs will integrate technology into their practice.

背景这项研究的动机是注意到技术知识包(TPACK)框架中的不足之处,该框架没有考虑到使用和学习技术的情感维度(如情感、情绪、态度和价值观),尽管这是预测教师是否将技术融入教学的关键因素。将 TPACK 重塑为 TAPACK,以明确涉及情感,提供了一种利用有影响力的 TPACK 框架的方法,以突出情感领域,鼓励职前教师(PSTs)在教学中进行有意义的技术整合。结果与结论我们的研究表明,通过将情感纳入 TPACK 框架,使之成为 TAPACK,从而明确地参与情感维度,可以通过支持教师教育者发展对技术的积极情感取向来加强以技术为重点的教师教育课程,从而提高教师教育者将技术整合到其实践中的可能性。
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引用次数: 0
An augmented reality-facilitated question-prompt-interaction-evaluation approach to fostering students' case-handling competence in technical and vocational education 在技术和职业教育中培养学生案例处理能力的增强现实促进问题-提示-互动-评价方法
IF 5.1 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-09 DOI: 10.1111/jcal.13063
Chun-Chun Chang

Background

Cultivating students' problem-solving knowledge and skills in the workspace has been regarded as a primary goal in technical and vocational education. To this end, students are usually guided to complete the learning of workspace knowledge and skills by following the question, prompt, interaction and evaluation (QPIE) procedure.

Objective

In conventional instruction, when teachers present questions of real cases to students, most of the class time is spent on the demonstration of relevant techniques and prompts. Meanwhile, trainers in conventional classrooms often have to guide multiple students simultaneously, making it challenging to provide individual guidance. Therefore, the present study proposed an AR (Augmented Reality)-based QPIE training mode.

Method

To show the effectiveness of the proposed mode, this study recruited two classes of students from a technological university as the participants, and conducted an experiment using a unit of a professional training course. One class of 22 learners adopted the AR-QPIE training mode, while the other class of 22 learners used the conventional QPIE (C-QPIE) training mode.

Results and Conclusions

The results revealed that the AR-QPIE training mode enhanced learners' learning achievement, self-confidence, and several dimensions of learning perceptions more than the C-QPIE training mode. Besides, in terms of the evaluation of case-handling performance, the AR-QPIE training mode could also significantly enhance learners' memory, comprehension, judgement, and calculation abilities in comparison with the C-QPIE training mode. Yet, no significant differences in the application abilities could be found between the two groups. The proposed training mode of this study could train learners' case-handling performance, and improve their self-confidence in the workspace.

背景培养学生在工作区解决问题的知识和技能一直被视为职业技术教育的首要目标。在传统教学中,当教师向学生提出真实案例的问题时,课堂的大部分时间都花在了相关技巧的演示和提示上。与此同时,传统课堂上的培训师往往需要同时指导多名学生,这给个别指导带来了挑战。因此,本研究提出了一种基于 AR(增强现实技术)的 QPIE 培训模式。为了证明所提模式的有效性,本研究招募了某科技大学的两个班级的学生作为参与者,并利用专业培训课程的一个单元进行了实验。结果与结论结果显示,AR-QPIE 训练模式比 C-QPIE 训练模式更能提高学习者的学习成绩、自信心和学习感知的多个维度。此外,在案例处理绩效评价方面,AR-QPIE 培训模式与 C-QPIE 培训模式相比,也能显著提高学习者的记忆力、理解力、判断力和计算能力。然而,两组学习者在应用能力方面并无明显差异。本研究提出的培训模式可以训练学习者的办案能力,提高他们在工作场所的自信心。
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引用次数: 0
Enhancing experiential science learning with virtual labs: A narrative account of merits, challenges, and implementation strategies 利用虚拟实验室加强体验式科学学习:叙述优点、挑战和实施策略
IF 5.1 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-04 DOI: 10.1111/jcal.13061
Ronald L. Reyes, Kristina P. Isleta, Jennifer D. Regala, Daisy Mae R. Bialba
<div> <section> <h3> Background</h3> <p>The adoption of virtual laboratories (VLs) has experienced a significant surge, catalysed by the global changes in the educational landscape, notably influenced by the COVID-19 pandemic. Originally supplementary to traditional in-person laboratory experiments, VLs swiftly transitioned into a primary source of hands-on laboratory activities for educational institutions worldwide during the pandemic. As restrictions have eased, virtual, computer-assisted learning platforms continue to be used, though now as a complement to, rather than a substitute for, hands-on experimentation opportunities. However, their adoption presents both opportunities and challenges that require thorough investigation to maximize their effectiveness and equity.</p> </section> <section> <h3> Objectives</h3> <p>This paper aims to provide a comprehensive overview of VL resources utilized across various scientific disciplines. It evaluates their potential to enhance traditional hands-on laboratory activities and examines the efficacy of computer-assisted learning platforms from a constructivist learning perspective. By doing so, the study seeks to identify best practices, challenges, and strategies for the effective integration of VLs in science education.</p> </section> <section> <h3> Methods</h3> <p>A content analysis was conducted on literature published from 2013 to 2023, focusing on VLs in educational settings. Thematic analysis was employed to categorize the findings into three primary pillars: Merits, Challenges, and Implementation Strategies. Multiple researchers participated in the analysis to ensure reliability and consistency. To further enhance reliability, regular cross-checks and consensus meetings were held to resolve any discrepancies and maintain the integrity of the thematic categorization. A constructivist learning perspective was used to analyse the instructional implications, focusing on active learning to evaluate alignment with educational goals, adapted teaching methods, and assessments.</p> </section> <section> <h3> Results and Conclusions</h3> <p>The analysis revealed that VLs offer significant benefits, including enhanced accessibility, flexibility, and opportunities for active learning. Virtual labs provide scalable, safe opportunities for inquiry-based science learning by replicating experiments in an accessible digital environment, enhancing understanding of scientific concepts based on research demonstrations of improved learning outcomes. However, challenges such as high initial setup costs, technological barriers, and the need for effective integration with traditional curricula were also
背景虚拟实验室(VL)的采用经历了一个显著的高潮,其催化剂是全球教育环境的变化,尤其是受到 COVID-19 大流行病的影响。虚拟实验室最初是传统现场实验室实验的补充,但在大流行病期间迅速转变为全球教育机构动手实验活动的主要来源。随着限制的放宽,虚拟计算机辅助学习平台继续被使用,不过现在是作为动手实验机会的补充,而不是替代。本文旨在全面概述各科学学科所使用的虚拟学习资源。它评估了这些资源在增强传统动手实验活动方面的潜力,并从建构主义学习的角度研究了计算机辅助学习平台的功效。研究对 2013 年至 2023 年发表的文献进行了内容分析,重点关注教育环境中的虚拟实验室。采用主题分析法将研究结果分为三大支柱:优点、挑战和实施策略。多名研究人员参与了分析,以确保可靠性和一致性。为进一步提高可靠性,还定期举行交叉检查和共识会议,以解决任何差异并保持主题分类的完整性。分析表明,虚拟实验室具有显著的优势,包括增强了可访问性、灵活性和主动学习的机会。虚拟实验室通过在可访问的数字环境中复制实验,为以探究为基础的科学学习提供了可扩展的安全机会,在提高学习效果的研究示范基础上增强了对科学概念的理解。然而,虚拟实验室也面临着初始设置成本高、技术障碍以及需要与传统课程有效整合等挑战。尽管存在这些挑战,但只要考虑周全、公平地实施,虚拟实验室仍有潜力补充和加强动手实验经验。未来的研究应侧重于提高虚拟实验室的功效、可及性、利益相关者之间的合作以及经济可行性,以最大限度地发挥其教育影响。
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引用次数: 0
‘Instructor in action’: Co-design and evaluation of human-centred LA-informed feedback in MOOCs 教师在行动":在 MOOC 中共同设计和评估以人为本的 LA 信息反馈
IF 5.1 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-04 DOI: 10.1111/jcal.13057
Paraskevi Topali, Ruth Cobos, Unai Agirre-Uribarren, Alejandra Martínez-Monés, Sara Villagrá-Sobrino

Background

Personalised and timely feedback in massive open online courses (MOOCs) is hindered due to the large scale and diverse needs of learners. Learning analytics (LA) can support scalable interventions, however they often lack pedagogical and contextual grounding. Previous research claimed that a human-centred approach in the design of LA solutions can be beneficial. Yet, there is a scarcity of empirical studies discussing participatory approaches addressing LA for feedback in MOOCs.

Paper Objectives

We report a human-centred design, where an instructor and a tool developer employed a conceptual framework, named FeeD4Mi, to shape personalised LA-informed feedback in a MOOC.

Methods

The current study follows a qualitative interpretative approach to understand how the proposed conceptual framework FeeD4Mi served the MOOC instructor and the tool developer to design feedback interventions and re-design an existing LA tool, respectively.

Results and Conclusions

The results showed that FeeD4Mi helped the tool developer to create a contextualised LA tool, named edX-LIMS+. edX-LIMS+ allowed the instructor to monitor and assist struggling MOOC learners in a timely manner. Additionally, FeeD4Mi successfully guided the course instructor in designing and delivering personalised interventions. Yet, the feedback design process was perceived as time-demanding, an issue we plan to address in our future work.

Takeaways

The current study extends the existing empirical research about employing human-centred approaches for the design of LA-driven interventions. Moreover, this study advances the theory of scalable feedback tactics, through a conceptual framework that aims to guide MOOC instructors during the definition of feedback interventions. We envision that this research contributes to promoting participatory approaches for designing, delivering, and evaluating LA-informed feedback interventions in authentic contexts.

背景由于大规模开放式在线课程(MOOC)的规模庞大,学习者的需求各不相同,因此,大规模开放式在线课程(MOOC)中个性化的及时反馈受到了阻碍。学习分析(LA)可以支持可扩展的干预措施,但它们往往缺乏教学和情境基础。以往的研究表明,在设计学习分析解决方案时采用以人为本的方法是有益的。论文目的我们报告了一个以人为本的设计,在这个设计中,一名教师和一名工具开发人员采用了一个名为 FeeD4Mi 的概念框架,在 MOOC 中形成了个性化的 LA 信息反馈。结果与结论结果表明,FeeD4Mi 帮助工具开发人员创建了一个名为 edX-LIMS+ 的情境化 LA 工具。此外,FeeD4Mi 还成功地指导了课程教师设计和提供个性化的干预措施。然而,我们认为反馈设计过程耗时较长,我们计划在今后的工作中解决这一问题。 本研究扩展了现有的实证研究,即采用以人为本的方法设计洛杉矶驱动的干预措施。此外,本研究通过旨在指导 MOOC 讲师定义反馈干预措施的概念框架,推进了可扩展反馈策略理论的发展。我们设想,这项研究将有助于推广参与式方法,以便在真实情境中设计、实施和评估以 LA 为依据的反馈干预措施。
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引用次数: 0
The moderating effect of self-regulated learning skills on online learning behaviour in blended learning 自我调节学习技能对混合式学习中在线学习行为的调节作用
IF 5.1 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-08-29 DOI: 10.1111/jcal.13059
Shuang Li, Jingxi Chen, Sizhuo Liu

Background

Enhancing the effectiveness of online learning has become a key challenge with regard to the ability of blended learning to reach its full potential. However, mechanisms by which students' self-regulated learning (SRL) skills influence their online learning engagement in blended learning and subsequent learning achievement have yet to be explored fully.

Objectives

This study aims to explore the mechanisms underlying the effects of students' SRL skills on online learning behaviour and learning achievement in blended learning.

Methods

Based on students' self-reported data and learning behavioural data, this study employed a combination of structural equation modelling and learning analytics to conduct an in-depth investigation into the influence of SRL skills on online learning behaviour and blended learning achievement.

Results

The results indicated that the duration spent on challenging mandatory tasks mediates the relationship between psychological engagement and learning achievement; Two SRL skills, task strategies and self-evaluation, played positive moderating roles in the relationship between psychological engagement and online behavioural engagement. Further analysis of behavioural sequences revealed that these two skills influenced students' behavioural patterns during video learning and their effectiveness in error attribution during exercises. Additionally, self-evaluation impacted the approach to quizzes and error correction during exercises.

Takeaway

The findings of this research enrich and advance the understanding of characteristics and processes of SRL in blended learning contexts and have important implications for both instructional design and learning support in the context of blended K-12 learning.

背景提高在线学习的有效性已成为混合式学习能否充分发挥其潜力的关键挑战。然而,学生的自我调节学习(SRL)技能对他们在混合式学习中的在线学习参与度和后续学习成绩的影响机制仍有待充分探索。本研究旨在探索学生的自我调节学习技能对混合式学习中在线学习行为和学习成绩的影响机制。方法本研究基于学生的自我报告数据和学习行为数据,采用结构方程模型和学习分析相结合的方法,深入探究SRL技能对在线学习行为和混合式学习成绩的影响。结果研究结果表明,在具有挑战性的强制性任务上花费的时间介导了心理投入和学习成绩之间的关系;任务策略和自我评价这两种SRL技能在心理投入和在线行为投入之间的关系中发挥了积极的调节作用。对行为序列的进一步分析表明,这两种技能影响了学生在视频学习过程中的行为模式以及他们在练习中归因错误的有效性。本研究的发现丰富并推进了对混合式学习情境中自学能力学习的特征和过程的理解,对 K-12 混合式学习情境中的教学设计和学习支持具有重要意义。
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引用次数: 0
期刊
Journal of Computer Assisted Learning
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