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Success Rate Disparities Between Online and On-campus Economics Courses 在线经济学课程与校内经济学课程的成功率差异
IF 4 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-12-01 DOI: 10.24059/olj.v27i4.3447
Melanie G. Long, Karen Gebhardt, Kelly McKenna
Students enrolled in online courses tend to be less successful as measured by the rate of A’s, B’s, and C’s than students enrolled in face-to-face courses. Yet little work has been done addressing whether these gaps vary depending on students’ broader relationship with the university, including whether they are degree-seeking students and whether they take any face-to-face courses. We use institutional data on Economics enrollments between 2012 and 2018 at a mid-sized land-grant university to deconstruct online/face-to-face success gaps into a student’s term modality (or modalities) and institutional affiliation components. We identify these components by using a fixed effects regression methodology and comparing outcomes across four student groups: affiliated students who are enrolled in exclusively online courses, exclusively face-to-face courses, or in a mix of courses each term, as well as unaffiliated (external) students exclusively taking online courses. Although students in online courses are less successful on average, part of this gap is explained by the student’s institutional affiliation and whether they exclusively take online courses. External students are the least successful in online courses while students who are affiliated with the institution fare much better. We examine potential reasons for these patterns using survey data from several online courses. These findings suggest that institutions should take steps to ensure that institutional support services and activities exist and extend to students in online courses.
与参加面对面课程的学生相比,参加在线课程的学生往往不如参加面对面课程的学生取得A、B和C的成绩。然而,关于这些差距是否取决于学生与大学的更广泛关系(包括他们是否是攻读学位的学生,以及他们是否参加了任何面对面的课程)的问题,几乎没有人做过研究。我们使用了一所中等规模赠地大学2012年至2018年经济学入学的机构数据,将在线/面对面的成功差距解构为学生的学期模式(或模式)和机构隶属成分。我们通过使用固定效应回归方法来确定这些组成部分,并比较四个学生组的结果:专门参加在线课程的附属学生,专门参加面对面课程,或每学期参加混合课程,以及专门参加在线课程的非附属(外部)学生。尽管在线课程的学生平均成绩较差,但这种差距的部分原因是学生所在的院校以及他们是否只上在线课程。外部学生在在线课程中最不成功,而学校的学生表现要好得多。我们使用来自几个在线课程的调查数据来检查这些模式的潜在原因。这些发现表明,院校应采取措施,确保院校支持服务和活动的存在,并将其扩展到在线课程的学生。
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引用次数: 0
Higher Education Instructor Perception of Helpfulness of Inclusive and Equitable Online Teaching Strategies 高校教师对包容性和公平性在线教学策略帮助性的看法
IF 4 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-12-01 DOI: 10.24059/olj.v27i4.4019
Florence Martin, Beth Oyarzun, Ayesha Sadaf
Online learners are increasingly diverse (NCES, 2022), which underlines the need for instructors to be inclusive and equitable in online teaching. Inclusion refers to providing opportunities for all learners in the online course, so they can actively participate and feel welcomed and belong in the course, and equity ensures that all learners have fair treatment and access to the opportunities and resources needed to succeed. In this survey-based research, we developed an Inclusive and Equitable Online Teaching Strategies (IEOTS) instrument with 45 strategies and examined instructor perceptions of the helpfulness of these strategies. These strategies focused on instructor self-awareness and commitment, getting to know the learners, course design, course facilitation, and evaluation. Based on the 478 online instructor survey responses, descriptive statistics showed that the instructors rated the strategies between somewhat helpful and helpful. In the open-ended question, student choice was described as an important aspect of the online course being inclusive and equitable. Analysis conducted based on the learner (student level), instructor (gender, ethnicity, teaching experience and teaching expertise),  course (delivery modality), and organizational differences (required training,  collaboration with instructional designer) found that instructor perceptions of helpfulness was higher for the course design subscale for instructors who taught online asynchronously rather than  synchronously; higher for the know your learner subscale for instructors who taught graduate students rather than those who taught undergraduate students,  and between those who attended training for online teaching compared to those who had not. In addition to supporting diverse online students, this study has implications for online instructors, instructional designers, and administrators who provide support to integrate these strategies effectively.
在线学习者越来越多样化(NCES, 2022),这凸显了教师在在线教学中包容和公平的必要性。包容性是指在网络课程中为所有的学习者提供机会,使他们能够积极参与,并在课程中感受到欢迎和归属感;公平性是指所有的学习者都能得到公平的对待,获得成功所需的机会和资源。在这项基于调查的研究中,我们开发了一个包含45个策略的包容和公平在线教学策略(IEOTS)工具,并检查了教师对这些策略的帮助性的看法。这些策略侧重于教师的自我意识和承诺、了解学习者、课程设计、课程促进和评估。根据478名在线教师的调查反馈,描述性统计显示,教师对策略的评价在“有点帮助”和“有用”之间。在开放式问题中,学生的选择被描述为在线课程包容性和公平性的一个重要方面。基于学习者(学生水平)、教师(性别、种族、教学经验和教学专业知识)、课程(交付方式)和组织差异(所需培训、与教学设计师合作)进行的分析发现,在课程设计子量表上,异步在线教学的教师对乐于助人的看法高于同步在线教学的教师;教授研究生的教师比教授本科生的教师更了解学习者,参加过在线教学培训的教师比没有参加过在线教学培训的教师更了解学习者。除了支持不同的在线学生外,本研究还对在线教师、教学设计师和提供支持的管理员有效地整合这些策略具有启示意义。
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引用次数: 0
College Students, Networked Knowledge Activities, and Digital Competence 大学生、网络知识活动和数字化能力
IF 4 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-12-01 DOI: 10.24059/olj.v27i4.4046
V. Dennen, Dan He, Hui Shi, Dawn Adolfson
Amid the landscape of digital literacies and frameworks is a common assumption that contemporary youth, frequently dubbed “digital natives,” intuitively understand and use online technologies. While their use of these technologies may be frequent and highly skilled in some respects (e.g., communicating with friends), their use and abilities in other areas, such as those valued in school settings and the workforce, may differ. This survey of 350 college students examines how they use an array of online platforms for everyday life information-seeking purposes, including the frequency with which they engage in different networked knowledge activities. Findings show that while students often use platforms associated with personal networking, such as Instagram, professional platforms like LinkedIn are less commonly used. Students are much more likely to engage in passive online activities than active ones. In particular, skills related to tagging, writing, and creation are infrequently used. Additionally, about half of these college students do not believe social media, which fosters these networked knowledge activities, is relevant to their careers. These findings show opportunities for better developing college students’ digital skill sets, with guidance for skills that might be targeted, taught together, and supported through learning activities in online spaces to prepare college students for digital information tasks in the workplace.
在数字素养和数字框架的背景下,人们普遍认为,经常被称为“数字原住民”的当代青年能够直观地理解和使用在线技术。虽然他们对这些技术的使用可能是频繁的,并且在某些方面(例如,与朋友交流)是高度熟练的,但他们在其他领域的使用和能力,例如在学校环境和劳动力中所重视的领域,可能有所不同。这项对350名大学生的调查考察了他们如何使用一系列在线平台来满足日常生活中的信息寻求目的,包括他们参与不同网络知识活动的频率。调查结果显示,虽然学生们经常使用与个人社交相关的平台,比如Instagram,但像LinkedIn这样的专业平台却不太常用。学生更有可能参与被动的在线活动,而不是主动的。特别是,与标记、书写和创作相关的技能很少使用。此外,这些大学生中约有一半的人不认为促进这些网络知识活动的社交媒体与他们的职业有关。这些发现显示了更好地发展大学生数字技能的机会,通过在线空间的学习活动,可以有针对性地指导技能,共同教授和支持技能,使大学生为工作场所的数字信息任务做好准备。
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引用次数: 0
Comparing Blended and Online Learners’ Self-Efficacy, Self-Regulation, and Actual Learning in the context of Educational Technology 比较混合式学习者和在线学习者在教育技术背景下的自我效能感、自我调节和实际学习情况
IF 4 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-12-01 DOI: 10.24059/olj.v27i4.4039
Zhuo Zhang, Qian Xu, Adrie A. Koehler, Timothy Newby
In this quantitative comparative study, we explored the differences in technology integration self-efficacy, use of self-regulated learning strategies, and actual learning between preservice teachers enrolled in blended sections (n = 275) and online sections (n = 50) of the same introductory educational technology course. The results revealed that preservice teachers enrolled in the online format of the course reported a significantly higher level of using time management strategies, but a significantly lower level of employing help-seeking strategies compared to preservice teachers enrolled in the blended format of the course. However, no significant differences in technology integration self-efficacy and actual learning existed. Results offer insight for designing educational technology courses that align with the needs of both online and blended learners and preparing preservice teachers that likely will be responsible for facilitating blended and online learning with their own students.
在这项定量比较研究中,我们探讨了参加同一门教育技术导论课程混合部分(n = 275)和在线部分(n = 50)的职前教师在技术整合自我效能感、自我调节学习策略的使用和实际学习方面的差异。结果显示,在线课程的职前教师使用时间管理策略的水平显著高于混合课程的职前教师,但使用求助策略的水平显著低于混合课程的职前教师。技术整合自我效能感与实际学习不存在显著差异。研究结果为设计符合在线学习者和混合式学习者需求的教育技术课程提供了见解,并为可能负责促进与自己的学生进行混合和在线学习的职前教师做好了准备。
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引用次数: 0
Culturally- and Linguistically-Responsive Online Teacher Learning Professional Development 注重文化和语言的在线教师学习专业发展
IF 4 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-12-01 DOI: 10.24059/olj.v27i4.4003
Faridah Pawan, Siying Li, Suliya Nijiati, Meika Dopwell, Alyse Harris, T. Iruoje
This literature review explores the landscape of online teacher learning and professional development (PD) that is responsive to cultural and linguistic differences. The researchers, a diverse group of doctoral students, instructors, and teacher educators, are motivated by the need to address racial inequities and disparities exacerbated by the recent pandemic. The review aims to understand the theories and conceptual models used in responsive online teacher preparation and PD, the utilization of technology and its affordances, and the intentional targeting of specific groups for responsive teacher preparation and PD. The study followed a systematic approach, resulting in the selection of 27 articles that met the inclusion criteria. The findings highlighted the significance of socioculturally inspired theories, frameworks, and practical models in addressing inclusivity. They, in turn, influenced various tools used to reduce barriers, create online communities, enhance accessibility, and promote engagement. Accordingly, the review also revealed that to foster inclusivity, intentional efforts were required to involve teachers from minority, majority, and international communities. The implications emphasized the importance of teacher preparation and PD in establishing responsiveness, refuting deficit thinking, and capitalizing on cultural and linguistic assets. They also underscored the need for equity in the design of online teacher training and professional development. Finally, the review concluded with the various ways AI could be looped into the process.
这篇文献综述探讨了在线教师学习和专业发展(PD)的景观,这是对文化和语言差异的反应。研究人员是一个由博士生、教师和教育工作者组成的多元化群体,他们的动机是需要解决因最近的流行病而加剧的种族不平等和不平等问题。本综述旨在了解响应式在线教师准备和培训中使用的理论和概念模型,技术的利用及其功能,以及针对特定群体的响应式教师准备和培训。本研究采用了系统的方法,最终选择了27篇符合纳入标准的文章。研究结果强调了受社会文化启发的理论、框架和实践模型在解决包容性问题方面的重要性。它们反过来又影响了用于减少障碍、创建在线社区、增强可访问性和促进参与的各种工具。因此,评估还显示,为了促进包容性,需要有意识地努力让少数民族、多数民族和国际社会的教师参与进来。其含义强调了教师准备和PD在建立反应能力、反驳缺陷思维和利用文化和语言资产方面的重要性。他们还强调,在线教师培训和专业发展的设计需要公平。最后,审查总结了人工智能可以循环进入过程的各种方式。
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引用次数: 0
Measuring Faculty Engagement in Online Formative or Whole-Person Education 衡量教师在在线形成性教育或全人教育中的参与度
IF 4 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-12-01 DOI: 10.24059/olj.v27i4.4033
S. Wortham, Katrina Borowiec, Deoksoon Kim
The COVID-19 pandemic reinforced the importance of supporting students’ comprehensive well-being when teaching online. One promising approach is formative or whole-person education, which emphasizes wholeness, purpose, and community. We created a scale using apolytomous Item Response Theory modeling approach, measuring the extent to which postsecondary teachers engage in formative education online. To our knowledge, this is the first scale designed to measure this construct. The scale was developed within an exploratory sequential mixed methods study on formative education online that also included semi-structured interviews with 37 faculty members. Results from the qualitative analysis were used to develop initial items. This data-informed process increased the construct validity of the scale. We refined the original item pool through a pilot test using a sample of 308 instructors. This article presents psychometric results for the final, 10-item scale using a sample of 245 instructors. Evaluation of item fit statistics, item trace lines, and the total information curve indicate that the graded response model was appropriate for this scale. The Cronbach’s alpha and marginal reliability coefficients for the final scale were .90 and .91, indicating good reliability. Future research can explore how this scale might be adapted for in-person learning environments and other contexts.
2019冠状病毒病大流行凸显了在线教学支持学生全面健康的重要性。一种很有前途的方法是形成性教育或全人教育,它强调整体性、目的性和群体性。我们使用多选题反应理论建模方法创建了一个量表,测量高等教育教师参与在线形成性教育的程度。据我们所知,这是第一个用来测量这种结构的量表。该量表是在一项关于形成性在线教育的探索性顺序混合方法研究中开发的,该研究还包括对37名教师的半结构化访谈。定性分析的结果用于开发初始项目。这种数据知情的过程增加了量表的构念效度。我们通过使用308名指导员样本的试点测试改进了原始项目库。本文以245名教师为样本,提出了最终的10项量表的心理测量结果。项目拟合统计、项目跟踪线和总信息曲线的评估表明,分级反应模型适用于该量表。最终量表的Cronbach’s alpha信度系数和边际信度系数分别为0.90和0.91,信度较好。未来的研究可以探索这种量表如何适用于面对面的学习环境和其他情况。
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引用次数: 0
Deep Learning Models for Analyzing Social Construction of Knowledge Online 用于分析在线知识社会构建的深度学习模型
IF 4 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-12-01 DOI: 10.24059/olj.v27i4.4055
C. Gunawardena, Yan Chen, Flor Nick, Sanchez Damien
Gunawardena et al.’s (1997) Interaction Analysis Model (IAM) is one of the most frequently employed frameworks to guide the qualitative analysis of social construction of knowledge online. However, qualitative analysis is time consuming, and precludes immediate feedback to revise online courses while being delivered. To expedite analysis with a large dataset, this study explores how two neural network architectures—a feed-forward network (Doc2Vec) and a large language model transformer (BERT)—could automatically predict phases of knowledge construction using IAM. The methods interrogated the extent to which the artificial neural networks’ predictions of IAM Phases approximated a human coder’s qualitative analysis. Key results indicate an accuracy of 21.55% for Doc2Vec phases I-V, 43% for fine-tuning a pre-trained large language model (LLM), and 52.79% for prompt-engineering an LLM. Future studies for improving accuracy should consider either training the models with larger datasets or focusing on the design of prompts to improve classification accuracy. Grounded on social constructivism and IAM, this study has implications for designing and supporting online collaborative learning where the goal is social construction of knowledge. Moreover, it has teaching implications for guiding the design of AI tools that provide beneficial feedback for both students and course designers.
Gunawardena et al.(1997)的交互分析模型(IAM)是最常用的框架之一,用于指导在线知识社会建构的定性分析。然而,定性分析是耗时的,并且排除了在交付时修改在线课程的即时反馈。为了加快对大型数据集的分析,本研究探索了两种神经网络架构——前馈网络(Doc2Vec)和大型语言模型转换器(BERT)——如何使用IAM自动预测知识构建的阶段。这些方法询问了人工神经网络对IAM阶段的预测在多大程度上接近人类编码器的定性分析。关键结果表明,Doc2Vec I-V阶段的准确率为21.55%,预训练大型语言模型(LLM)的微调准确率为43%,LLM的提示工程准确率为52.79%。未来提高准确率的研究应该考虑用更大的数据集训练模型,或者关注提示符的设计来提高分类准确率。基于社会建构主义和IAM,本研究对设计和支持以知识的社会建构为目标的在线协作学习具有启示意义。此外,它对指导人工智能工具的设计具有教学意义,为学生和课程设计者提供有益的反馈。
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引用次数: 0
“But They’re Grad Students, They Should Know This”: Preliminary Findings from a Writing Center’s Hybrid Approach to Supporting Postgraduates in Qatar "但他们是研究生,他们应该知道这些":卡塔尔写作中心采用混合方法为研究生提供支持的初步发现
IF 4 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-12-01 DOI: 10.24059/olj.v27i4.3688
Mary Newsome, Mohammad Mollazehi, Mounia Zidani, Randa Sheik, Jumana Amiry
Postgraduate research plays an important role in the knowledge economy, yet attrition rates among postgraduates remain a global concern. Numerous studies have cited anxiety around academic writing as a primary cause for declining completion rates, particularly among L2 students. Further exacerbating the problem is the acceleration of academic life where students are often expected to publish multiple papers prior to graduation. Despite assumptions that L2 postgraduates matriculate with requisite English academic writing skills, countless studies suggest otherwise. Such students face significant challenges developing these skills and accessing relevant institutional support, which calls for innovative solutions. This mixed-method comparative study analyzes historical data to understand the impact of a writing center’s hybrid approach to supporting the development of English academic writing skills among L2 postgraduates. Findings reveal that postgraduate students require flexibility in accessing academic writing support and prefer online and distance options over traditional, in-person support. Additionally, findings indicate that program faculty are willing to collaborate with writing centers to support students’ academic writing through a hybrid approach. Study findings also suggest that participants from the hybrid approach are more likely to publish prior to graduation compared to those from the traditional approach. These findings offer important insight for higher education administrators, writing centers, faculty, and postgraduate students as the “onlining” of higher education accelerates in the post-COVID era.    
研究生研究在知识经济中扮演着重要的角色,然而研究生的流失率仍然是一个全球关注的问题。许多研究指出,对学术写作的焦虑是完成率下降的主要原因,尤其是在第二语言学生中。使这一问题进一步恶化的是学术生活的加速,学生在毕业前往往要发表多篇论文。尽管假设第二语言研究生入学时具备必要的英语学术写作技能,但无数研究表明并非如此。这些学生在发展这些技能和获得相关机构支持方面面临重大挑战,这需要创新的解决方案。这项混合方法比较研究分析了历史数据,以了解写作中心的混合方法对第二语言研究生英语学术写作技能发展的影响。研究结果显示,研究生在获得学术写作支持方面需要灵活性,与传统的面对面支持相比,他们更喜欢在线和远程的选择。此外,调查结果表明,项目教师愿意与写作中心合作,通过混合方法支持学生的学术写作。研究结果还表明,与传统方法的参与者相比,混合方法的参与者更有可能在毕业前发表论文。这些发现为高等教育管理人员、写作中心、教师和研究生提供了重要的见解,因为高等教育的“在线”在后covid时代加速发展。
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引用次数: 0
Building Open Pedagogy in Community Colleges 在社区学院构建开放式教学法
IF 4 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-12-01 DOI: 10.24059/olj.v27i4.4031
Staci Gilpin, Stephanie Rollag Yoon, Julie Lazzara
This qualitative study examines open pedagogy as a critical instructional strategy in online community college settings to increase opportunities for authentic interactions that support student persistence. Discourse analysis was used to understand how community college students (n=78) perceive and connect with different aspects of open pedagogy activities. The study's findings underscore the students' awareness of their audience in online settings, their value of collaborative efforts to design digital materials, and the significance of acknowledging the digital learning context. Despite many students choosing to share their work publicly, challenges related to sharing work publicly were illuminated across reflective questionnaire responses. To address these issues, the study recommends enhancing media literacy, providing group collaboration options, and emphasizing institutional support. Further research should explore the influence of social media experiences and AI tools on the public sharing of open pedagogy activities. Ultimately, by embracing open pedagogy in online learning contexts while considering individual student identities and perceptions, community college settings can enhance online interactions, engagement, and student persistence. 
本定性研究考察了开放式教学法作为在线社区大学设置的关键教学策略,以增加支持学生坚持的真实互动机会。使用话语分析来了解社区大学生(n=78)如何感知和连接开放教学法活动的不同方面。该研究的结果强调了学生对在线环境中受众的认识,他们在合作设计数字材料方面的价值,以及承认数字学习环境的重要性。尽管许多学生选择公开分享他们的工作,但在反思性问卷调查的回答中,与公开分享工作相关的挑战被揭示出来。为了解决这些问题,该研究建议提高媒体素养,提供小组合作选择,并强调机构支持。进一步的研究应该探索社交媒体体验和人工智能工具对开放教学活动的公众分享的影响。最终,通过在考虑学生个人身份和看法的同时,在在线学习环境中采用开放式教学法,社区大学环境可以增强在线互动、参与度和学生的持久性。
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引用次数: 0
Personalized Learning and Open Education Resources in Multilingual Learner Teacher Preparation 多语言学习者教师培训中的个性化学习和开放式教育资源
IF 4 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-12-01 DOI: 10.24059/olj.v27i4.4018
Rhonda Bondie
Preparation to serve multilingual learners is often required for P-12 teacher certification. Teachers come to this preparation with varied experiences and urgent needs to better serve their students. When teacher preparation courses use a one-size-fits-all approach to satisfy certification requirements, teachers may not find learning meaningful to their current context. Further, without common mechanisms for sharing resources produced through teacher preparation, each novice teacher starts assignments from the beginning rather than learning from, and building upon, previous assignments of peers. Reusable teacher preparation assignments through open education pedagogy (OEP) may address the challenges of providing collaborative, relevant, and optimally challenging state-mandated teacher preparation. However, personalized learning may not be aligned with university course evaluations. Thus, faculty members may be concerned about the impact of personalization on student course evaluations. This exploratory study examined personalization and OEP in a required, graduate-level teacher preparation course by analyzing assignment completion data to explore teacher personalized learning paths and comparing standard university course evaluation items from four course runs pre- and post-personalization (N=230). Descriptive analyses illustrate negative changes in teacher evaluation of course organization, feedback timeliness, and time spent outside of class. Teacher satisfaction increased in the areas of diversity, use of technology, access, and online discussions. Results from examining personalized paths and course satisfaction provide recommendations for designing personalized teacher preparation. 
P-12教师资格证书通常要求为多语种学习者提供服务。教师们带着各种各样的经验和迫切的需求来准备更好地服务他们的学生。当教师准备课程采用一刀切的方法来满足认证要求时,教师可能会发现学习对他们当前的环境没有意义。此外,如果没有共同的机制来共享教师备课所产生的资源,每个新教师都会从头开始布置作业,而不是从同行以前的作业中学习和借鉴。通过开放教育教学法(OEP)可重复使用的教师准备作业可以解决提供协作性、相关性和最优挑战性的国家规定的教师准备的挑战。然而,个性化学习可能与大学课程评估不一致。因此,教师可能会关注个性化对学生课程评估的影响。本探索性研究通过分析作业完成数据来探索教师个性化学习路径,并比较个性化前后四次课程的标准大学课程评估项目(N=230),考察了个性化与研究生水平教师备课必修课程中的OEP。描述性分析表明,教师对课程组织、反馈及时性和课外时间的评价出现了负面变化。教师满意度在多样性、技术使用、访问和在线讨论等方面有所提高。研究个性化路径和课程满意度的结果为设计个性化教师准备提供了建议。
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