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Promising Educational Technology Meets Complex System: a 6-year Case Study of an Adaptive Learning Project from Initial Exploration Through the End of a Pilot 有前途的教育技术遇到复杂的系统:自适应学习项目从最初的探索到试点结束的6年案例研究
IF 1.5 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2021-07-22 DOI: 10.1007/s41686-021-00057-7
Andrea Gregg, Junxiu Yu, Jessica Resig, Lynne Johnson, Eunsung Park, Phil Stuczynski

Instructional designers (IDs) are charged with what some might argue is the impossible: implementing innovative technologies and new pedagogical approaches within complex systems that often implicitly discourage change. This 6-year case study examined key factors influencing the exploration, multi-course pilot, and ultimate end of an adaptive learning (AL) project. AL has been recognized as a potentially transformative approach for online learning that individualizes instruction to each student based on demonstrated competencies. Past research has considered performance comparisons, learner characteristics, course design, and teaching practices, but what has been largely overlooked is an examination of the ways in which the university context itself impacts, and is impacted by, AL. Our study showed that while IDs and instructors easily recognize the potential benefits of AL, it is significantly more difficult to gain sustained administrative leadership advocacy. Primary challenges encountered were (1) AL’s disruption to the online teaching and learning status quo and (2) ongoing tensions between institutional structure, culture, and best practices for AL. The findings of this study suggest that a systems-based approach to organizational change is necessary for the successful implementation of multifaceted approaches like AL. The paper offers IDs greater insight into what can happen “behind the scenes” to support or challenge the success of educational technology implementations. While they may not always be able to impact these factors directly, having more awareness about the system complexity can allow them to be more strategic in asking for resources and buy-in from leadership.

教学设计师(IDs)承担着一些可能被认为是不可能的任务:在通常暗含阻碍变革的复杂系统中实施创新技术和新的教学方法。这项为期6年的案例研究考察了影响适应性学习(AL)项目探索、多课程试点和最终结束的关键因素。人工智能已经被认为是一种潜在的在线学习变革方法,它可以根据每个学生的表现能力对其进行个性化教学。过去的研究考虑了绩效比较、学习者特征、课程设计和教学实践,但在很大程度上被忽视的是对大学环境本身影响人工智能的方式的检查,以及受人工智能影响的方式。我们的研究表明,虽然IDs和教师很容易认识到人工智能的潜在好处,但要获得持续的行政领导倡导却要困难得多。遇到的主要挑战是:(1)人工智能对在线教学现状的破坏;(2)制度结构、文化、本研究的结果表明,组织变革的基于系统的方法对于成功实施像人工智能这样的多方面方法是必要的。本文为IDs提供了更深入的见解,了解“幕后”可能发生的事情,以支持或挑战教育技术实施的成功。虽然他们可能并不总是能够直接影响这些因素,但对系统复杂性有更多的认识可以使他们在请求资源和从领导那里获得支持时更具战略性。
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引用次数: 1
Authentic Use of Hattie’s Meta-analyses to Frame Educational Research: a Researcher’s Reflection 哈蒂的元分析在教育研究框架中的真实运用:一个研究者的反思
IF 1.5 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2021-07-15 DOI: 10.1007/s41686-021-00056-8
Holley L. Handley, Nancy B. Hastings

This article is a formative reflection that walks the reader through the experience of taking an existing body of research and then using one aspect of that analytical framework to conduct a new and original study. This reflection presents an account of that research process. Hattie (2009) has conducted extensive research examining influences on student achievement. This article describes how a researcher took the domains he defined to categorize the influences on student achievement and used them to frame the newly developed investigation. This article reflects on the unique application of Hattie’s domains as a lens to examine a K-12 organization. An overview of the study and a summary of the findings are presented to give the reader context. The focus of this article is a detailed reflection on how the research was conceived and formed. The following six questions guide this reflection:

1. Was the experience useful?

2. What was learned?

3. How did this experience facilitate personal growth/development?

4. How was this experience impactful?

5. What would, on reflection, be done differently?

6. Were the research choices well-reasoned?

A thoughtful reflection on the process serves to inform decisions critical to formulate potential additional studies. Reflecting on the past process provides thoughtful insights for future research.

这篇文章是一种形成性的反思,引导读者通过现有的研究机构,然后使用分析框架的一个方面来进行新的和原创的研究。本文反映了对这一研究过程的描述。Hattie(2009)对影响学生成绩的因素进行了广泛的研究。这篇文章描述了一个研究人员如何将他定义的领域用于分类对学生成绩的影响,并使用它们来构建新开发的调查。这篇文章反映了Hattie的领域作为审视K-12组织的透镜的独特应用。研究的概述和研究结果的总结,提出给读者的背景。本文的重点是详细反思该研究是如何构思和形成的。以下六个问题指导这种反思:这段经历有用吗?学到了什么?这段经历如何促进个人成长/发展?这段经历对你有什么影响?经过深思熟虑,会有哪些不同的做法?研究选择是否合理?对这一过程进行深思熟虑的反思有助于为制定潜在的额外研究的关键决策提供信息。反思过去的过程为未来的研究提供了深思熟虑的见解。
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引用次数: 0
Representing the Unseen with “Our Journey”: a Platform to Capture Affective Experiences and Support Emotional Awareness in University-Level Study 用“我们的旅程”代表看不见的:一个捕捉情感体验和支持大学水平学习的情感意识的平台
IF 1.5 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2021-06-25 DOI: 10.1007/s41686-021-00055-9
Tim Coughlan, Kate Lister, Mathijs Lucassen

Student mental health is a critical issue that institutions are struggling to tackle proactively. The wellbeing of students is largely invisible to institutions unless specific mental health conditions are diagnosed and disclosed. In comparison to the importance placed on academic aspects, the affective experiences of education throughout the study journeys of students are rarely acknowledged. Approaches for students to develop emotional awareness, through which they learn to understand and manage their emotions, are limited. In this article, we describe the design and evaluation of Our Journey, a platform for students to represent their study journeys through describing the events and emotions they experience. The conceptual and user experience design of the platform was derived from participatory activities with students and staff and has been further refined via several physical and online iterations. In this paper, we report findings from an exploratory pilot trial of Our Journey with 54 students studying for a range of qualifications at an online learning institution. Through an analysis of the journeys that the students produced and a post-trial survey, we found that Our Journey can support representations of emotional awareness in relation to study events which prompted students to reflect on important aspects of their study and personal development. The design and use of the platform have also prompted important considerations around how emotion is represented, as well as how the privacy and ownership of these representations of personal experiences can be managed to support students and institutions to potentially benefit from novel tools such as Our Journey.

学生的心理健康是各院校正在努力主动解决的一个关键问题。除非具体的心理健康状况得到诊断和披露,否则学校基本上看不到学生的健康状况。与学术方面的重要性相比,教育在学生学习过程中的情感体验很少得到承认。学生培养情感意识的途径有限,通过这种途径,他们学会理解和管理自己的情绪。在这篇文章中,我们描述了我们的旅程的设计和评估,这是一个学生通过描述他们经历的事件和情感来代表他们的学习旅程的平台。该平台的概念和用户体验设计源于学生和员工的参与活动,并通过几次实体和在线迭代进一步完善。在本文中,我们报告了我们的旅程探索性试点试验的结果,54名学生在一家在线学习机构学习一系列资格证书。通过对学生们的学习历程的分析和试验后的调查,我们发现我们的学习历程可以支持与学习事件相关的情感意识的表征,这些事件促使学生反思他们的学习和个人发展的重要方面。该平台的设计和使用也引发了人们对如何表达情感的重要思考,以及如何管理这些个人经历的隐私和所有权,以支持学生和机构从Our Journey等新工具中获益。
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引用次数: 5
“I Need to Sit on My Hands and Put Tape on My Mouth”: Improving Teachers’ Design Thinking Knowledge, Skills, and Attitudes Through Professional Development “我需要坐在我的手上,用胶带封住我的嘴”:通过专业发展提高教师的设计思维知识、技能和态度
IF 1.5 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2021-06-01 DOI: 10.1007/s41686-021-00054-w
T. L. Arrington, Lara M. Willox
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引用次数: 3
Improving Instructional Videos with Background Music and Sound Effects: A Design-Based Research Approach 利用背景音乐和音效改进教学视频:一种基于设计的研究方法
IF 1.5 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2021-01-14 DOI: 10.1007/s41686-020-00052-4
Efrén de la Mora Velasco, Atsusi Hirumi, Baiyun Chen
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引用次数: 5
Design, Redesign, and Continuous Refinement of an Online Graduate Course: A Case Study for Implementing Universal Design for Learning 在线研究生课程的设计、再设计和持续改进:实现通用学习设计的案例研究
IF 1.5 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2021-01-06 DOI: 10.1007/s41686-020-00053-3
Qijie Cai, David Robinson
This paper explains how a graduate online course has been designed, redesigned and continuously refined in the last decade, applying the Quality Matters (QM) Framework and Universal Design for Learning Principles (UDL). To improve the course design, the course designers and instructors are engaged in a reflective process of examining relevant factors, including external contexts that demanded changes in the course, the course’s existing features, learner characteristics and needs, and the nature and requirements of the course content, activities, assessments. The paper provides detailed descriptions of the design process, as well as the modifications and changes made for the course over years and demonstrates how the design features adheres to the UDL principles. 
本文解释了在过去十年中,研究生在线课程是如何应用质量问题(QM)框架和学习原则通用设计(UDL)来设计、重新设计和不断改进的。为了改进课程设计,课程设计者和教师参与了一个反思过程,检查相关因素,包括要求改变课程的外部环境,课程现有的特点,学习者的特点和需求,以及课程内容、活动、评估的性质和要求。本文提供了设计过程的详细描述,以及多年来为课程所做的修改和更改,并演示了设计特性如何遵守UDL原则。
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引用次数: 6
User experience (re)design and evaluation of a self-guided, mobile health app for adolescents with mild Traumatic Brain Injury. 针对轻度脑外伤青少年的自助式移动健康应用程序的用户体验(再)设计与评估。
IF 1 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2020-12-01 Epub Date: 2020-01-06 DOI: 10.1007/s41686-019-00038-x
Matthew Schmidt, Allison P Fisher, Joshua Sensenbaugh, Brandt Ling, Carmen Rietta, Lynn Babcock, Brad G Kurowski, Shari L Wade

Mild Traumatic Brain Injury (mTBI) is a significant cause of morbidity for adolescents. Currently, there is a lack of evidence-based interventions to address common sequelae of mTBI. To address this gap, we designed a program to promote recovery for adolescents following mTBI. Preliminary testing of the Self-Monitoring Activity Regulation and Relaxation Treatment (SMART) program demonstrated good usability but indicated a need for modifications to the program. The SMART application was redesigned with the addition of more interactive and gamified components. Content was also reframed to specifically target and engage adolescents with mTBI. We describe the usability evaluation of the updated SMART application. Children aged 11-18 years diagnosed with mTBI who were 1 to 6 months post mTBI were recruited to participate in a 1-2-hour usability session in which they thought aloud and responded to targeted usability-related questions during their interaction with the SMART program. After completing the session, participants rated their usability experience using the System Usability Scale (SUS) and rated the overall user-friendliness of the program. Participants' responses during the session were qualitatively coded and analyzed. Six adolescents participated in a usability session (average age = 13.7 years). On the SUS, participants rated the program as highly usable (M = 85.6, SD = 3.24). They also had overwhelmingly positive feedback regarding the content, design and structure of the program. Overall, findings suggest that the redesigned SMART program was usable, acceptable, and relevant to adolescents with mTBI. Based on adolescents' feedback, additional modifications were made before the program undergoes efficacy testing.

轻度创伤性脑损伤(mTBI)是青少年发病的一个重要原因。目前,还缺乏循证干预措施来解决轻度脑损伤的常见后遗症。为了填补这一空白,我们设计了一项促进青少年创伤后恢复的计划。自我监测活动调节和放松治疗(SMART)程序的初步测试表明其可用性良好,但也表明需要对程序进行修改。我们对 SMART 应用程序进行了重新设计,增加了更多互动和游戏化的内容。此外,还对内容进行了重新设计,以专门针对并吸引患有 mTBI 的青少年。我们介绍了更新后的 SMART 应用程序的可用性评估。我们招募了年龄在11-18岁、被诊断患有mTBI、在mTBI后1-6个月的儿童,让他们参加1-2小时的可用性课程,在课程中,他们在与SMART程序互动的过程中大声思考并回答与可用性相关的问题。课程结束后,参与者使用系统可用性量表(SUS)对其可用性体验进行评分,并对程序的整体用户友好性进行评分。我们对参与者在体验过程中的回答进行了定性编码和分析。六名青少年(平均年龄为 13.7 岁)参加了可用性测试。在 SUS 中,参与者对程序的可用性评价很高(M = 85.6,SD = 3.24)。他们还对程序的内容、设计和结构给予了积极的反馈。总体而言,研究结果表明,重新设计的 SMART 计划对患有 mTBI 的青少年来说是可用的、可接受的和相关的。根据青少年的反馈意见,在对该项目进行疗效测试之前,我们还将对其进行进一步的修改。
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引用次数: 0
Design, Development, and Evaluation of an Online Statistics Course for Educational Technology Doctoral Students: a Design and Development Case 教育技术博士生在线统计学课程的设计、开发与评价:设计与开发案例
IF 1.5 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2020-11-19 DOI: 10.1007/s41686-020-00051-5
Albert D. Ritzhaupt, Natercia Valle, Max Sommer
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引用次数: 6
Development and Implementation of Adaptive Learning to Engage Learners in Engineering Technology 自适应学习在工程技术学习中的发展与实施
IF 1.5 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2020-11-03 DOI: 10.1007/s41686-020-00050-6
Nicole Barclay, Carl D. Westine, Angela Claris, Florence Martin
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引用次数: 1
Formative Design and Evaluation of a Responsive eHealth/mHealth Intervention for Positive Family Adaptation Following Pediatric Traumatic Brain Injury 儿童创伤性脑损伤后积极家庭适应响应性电子健康/移动健康干预的形成性设计和评估
IF 1.5 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2020-08-18 DOI: 10.1007/s41686-020-00049-z
Matthew Schmidt, Li Cheng, S. Raj, S. Wade
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引用次数: 2
期刊
Journal of formative design in learning
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