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Does Chatting with Chatbots Improve Language Learning Performance? A Meta-Analysis of Chatbot-Assisted Language Learning 与聊天机器人聊天能提高语言学习成绩吗?聊天机器人辅助语言学习的元分析
Pub Date : 2024-06-14 DOI: 10.3102/00346543241255621
Feifei Wang, Alan C. K. Cheung, Amanda J. Neitzel, Ching Sing Chai
Given the importance of conversation practice in language learning, chatbots, especially ChatGPT, have attracted considerable attention for their ability to converse with learners using natural language. This review contributes to the literature by examining the currently unclear overall effect of using chatbots on language learning performance and comprehensively identifying important study characteristics that affect the overall effectiveness. We meta-analyzed 70 effect sizes from 28 studies, using robust variance estimation. The effects were assessed based on 18 study characteristics about learners, chatbots, learning objectives, context, communication/interaction, and methodological and pedagogical designs. Results indicated that using chatbots produced a positive overall effect on language learning performance ( g = 0.484), compared to nonchatbot conditions. Moreover, four characteristics (i.e., educational level, language level, interface design, and interaction capability) affected the overall effectiveness. In an in-depth discussion on how the 18 characteristics are related to the effectiveness, future implications for practice and research are presented.
鉴于会话练习在语言学习中的重要性,聊天机器人,尤其是 ChatGPT,因其使用自然语言与学习者交谈的能力而备受关注。本综述通过研究目前尚不明确的使用聊天机器人对语言学习成绩的总体影响,并全面识别影响总体效果的重要研究特征,为相关文献做出了贡献。我们采用稳健方差估计法对 28 项研究中的 70 个效应大小进行了元分析。我们根据有关学习者、聊天机器人、学习目标、情境、交流/互动以及方法和教学设计的 18 个研究特征对效果进行了评估。结果表明,与非聊天机器人条件相比,使用聊天机器人对语言学习成绩产生了积极的整体影响(g = 0.484)。此外,四个特征(即教育水平、语言水平、界面设计和交互能力)影响了整体效果。本文深入讨论了这 18 个特征与效果的关系,并提出了对未来实践和研究的启示。
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引用次数: 0
From Being a Workforce to Agents of Change: An Interpretive Meta-ethnography of Different Approaches to Participatory Research With Young People 从 "劳动力 "到 "变革推动者":对年轻人参与式研究的不同方法的解释性元民族志
Pub Date : 2024-06-05 DOI: 10.3102/00346543241255625
Aline Muff, Aviv Cohen, Tanya Hoshovsky
A growing amount of educational research employs participatory methods in which young people actively gather and analyze data in collaboration with the investigators. Considering the diverse use of the label “participatory,” we examined participatory studies with young people to understand how researchers justify using this approach and conceptualize its purposes and goals, as well as these studies’ contributions to scholarship and youth’s civic learning. We conducted an interpretive meta-ethnography of 95 studies, identifying four distinct types of participatory studies with youth: technical, capacity building, justice-oriented, and transformative. We conclude that research that labels itself “participatory” but does not benefit the participants and their communities puts the approach’s credibility at risk. To challenge structural inequalities and power relations between participants and researchers, academic studies should better align with the transformative approach that has the potential to support youth in becoming agents of change by engaging them in self-directed civic learning and activism.
越来越多的教育研究采用参与式方法,让年轻人与研究人员一起积极收集和分析数据。考虑到 "参与式 "这一标签的使用多种多样,我们对青少年参与式研究进行了考察,以了解研究人员如何证明使用这种方法是合理的,如何将其目的和目标概念化,以及这些研究对学术研究和青少年公民学习的贡献。我们对 95 项研究进行了解释性元人种学研究,确定了四种不同类型的青年参与式研究:技术性研究、能力建设研究、以正义为导向的研究和变革性研究。我们的结论是,那些标榜自己是 "参与式 "研究,但却不能使参与者及其社区受益的研究,会使这种方法的可信度受到威胁。为了挑战参与者和研究者之间的结构性不平等和权力关系,学术研究应更好地与变革性方法保持一致,这种方法有可能通过让青年参与自主的公民学习和行动,支持他们成为变革的推动者。
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引用次数: 0
Learning With Jigsaw: A Systematic Review Gathering All the Pieces of the Puzzle More Than 40 Years Later 拼图学习40 多年后收集所有拼图的系统回顾
Pub Date : 2024-03-04 DOI: 10.3102/00346543241230064
Eva Vives, Céline Poletti, A. Robert, Fabrizio Butera, Pascal Huguet, I. Régner
The jigsaw classroom is a cooperative learning method designed in the late 1970s to improve the academic performance of minority children by reducing intergroup conflict and increasing self-evaluations. Despite its high popularity, the available evidence for the effectiveness of this method seems scant and mixed, with neither meta-analysis nor systematic review. To fill this gap, the authors conducted a systematic review of studies conducted from 1978 through 2022 to assess the effects of jigsaw on both academic performance and psychosocial variables (e.g., intergroup relationships, self-evaluations). Sixty-nine studies met the inclusion criteria. This review revealed the research trends, research gaps, and issues of research integrity of the jigsaw literature. If the results indicate that the jigsaw classroom overall leads to positive effects, findings vary depending on the academic subjects and psychosocial variables measured. The authors discuss the challenges of jigsaw activities and the limitations of studies reviewed and conclude with practical recommendations in the context of digital education.
拼图课堂是 20 世纪 70 年代末设计的一种合作学习方法,旨在通过减少群体间冲突和增加自我评价来提高少数族裔儿童的学习成绩。尽管这种方法很受欢迎,但关于其有效性的现有证据似乎很少,而且参差不齐,既没有荟萃分析,也没有系统回顾。为了填补这一空白,作者对 1978 年至 2022 年期间进行的研究进行了系统回顾,以评估拼图游戏对学习成绩和社会心理变量(如群体间关系、自我评价)的影响。69项研究符合纳入标准。该综述揭示了拼图游戏文献的研究趋势、研究空白和研究完整性问题。如果说研究结果表明拼图课堂总体上产生了积极影响,那么研究结果则因所测量的学科和社会心理变量的不同而各异。作者讨论了拼图活动所面临的挑战和所回顾研究的局限性,最后提出了数字教育背景下的实用建议。
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引用次数: 0
A Meta-Analysis of the Relation Between Syntactic Skills and Reading Comprehension: A Cross-Linguistic and Developmental Investigation 句法技能与阅读理解之间关系的元分析:跨语言和发展调查
Pub Date : 2024-02-19 DOI: 10.3102/00346543241228185
Xiuhong Tong, Liyan Yu, S. Deacon
Theories of reading comprehension have widely predicted a role for syntactic skills, or the ability to understand and manipulate the structure of a sentence. Yet, these theories are based primarily on English, leaving open the question of whether this remains true across typologically different languages such as English versus Chinese. There are substantial differences in the sentence structures of Chinese versus English, making the comparison of the two particularly interesting. We conducted a meta-analysis contrasting the relation between syntactic skills and reading comprehension in first language readers of English versus Chinese. We test the influence of languages as well as the influence of the grade and the metrics on the magnitude of this relation. We identified 59 studies published between 1986 and 2021, generating 234 effect sizes involving 15,212 participants from kindergarten to high school and above. The magnitude of effects was remarkably similar for studies of English (r = .54) and Chinese (r = .54) readers, with similarities at key developmental points and syntactic tasks. There was also some evidence of modulation by grade levels and the nature of syntactic tasks. These findings confirm theory-based predictions of the importance of syntactic skills to reading comprehension. Extending these predictions, demonstrating these effects for both English and Chinese suggests a universal influence of syntactic skills on reading comprehension.
阅读理解理论普遍预测句法技能或理解和处理句子结构的能力可以发挥作用。然而,这些理论主要是以英语为基础的,因此在不同类型的语言(如英语和汉语)中,这一理论是否仍然适用,就成了一个悬而未决的问题。汉语和英语的句子结构存在很大差异,因此两者之间的比较尤为有趣。我们进行了一项荟萃分析,对比了英语和汉语第一语言读者的句法技能与阅读理解之间的关系。我们检验了语言以及年级和衡量标准对这种关系的影响。我们确定了 1986 年至 2021 年间发表的 59 项研究,产生了 234 个效应大小,涉及从幼儿园到高中及以上的 15,212 名参与者。对英文读者(r = .54)和中文读者(r = .54)的研究发现,两者的效应大小非常相似,在关键的发展点和句法任务上也有相似之处。此外,还有一些证据表明,不同年级和句法任务的性质会产生不同的影响。这些发现证实了句法技能对阅读理解重要性的理论预测。扩展这些预测,在英语和汉语中显示出这些效应表明句法技能对阅读理解具有普遍影响。
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引用次数: 0
Content and Quality of Comparative Tactical Game-Centered Approaches in Physical Education: A Systematic Review 体育教学中以游戏为中心的战术比较方法的内容和质量:系统回顾
Pub Date : 2024-02-19 DOI: 10.3102/00346543241227236
Ray Breed, R. Lindsay, A. Kittel, M. Spittle
Effective teaching pedagogies and curriculum frameworks in school physical education have been regularly changing and widely debated. However, teachers have predominately used technical and sport-based approaches, but tactical game-centered approaches (TGAs) are becoming more common when teaching games in physical education. This review systematically described the content and the quality of research that compared TGAs with other teaching approaches within school physical education. All 24 studies that were found compared a technical approach (TA) or control group with a TGA, and most originated from Western Europe. Studies were conducted equally in primary and secondary schools, most research was mixed-gender, and the majority incorporated a single sport to compare teaching approaches. The quality of reporting was mostly low with a moderate to serious risk of bias. Studies commonly showed that TGAs improved student outcomes in tactical skill; skill execution; affective, procedural knowledge and/or physical activity; and TAs improved skill execution and technical skill.
学校体育的有效教学法和课程框架一直在不断变化,并引起了广泛的讨论。然而,在体育教学中,教师主要采用技术和运动教学法,但以战术游戏为中心的教学法(TGA)在体育游戏教学中正变得越来越普遍。本综述系统地描述了在学校体育教学中比较 TGA 与其他教学方法的研究内容和质量。所有 24 项研究都将技术方法(TA)或对照组与 TGA 进行了比较,其中大部分研究来自西欧。研究同样在小学和中学进行,大多数研究是男女生混合进行的,而且大多数研究都采用单一运动项目来比较教学方法。报告的质量大多较低,存在中度至严重的偏倚风险。研究普遍表明,TGAs 提高了学生在战术技能、技能执行、情感、程序知识和/或体育活动方面的成绩;而 TAs 提高了技能执行和技术技能。
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引用次数: 0
“Yes, I Can!” A Systematic Review and Meta-Analysis of Intervention Studies Promoting Teacher Self-Efficacy "是的,我能!"促进教师自我效能的干预研究的系统回顾和元分析
Pub Date : 2024-01-29 DOI: 10.3102/00346543231221499
Janina Täschner, Theresa Dicke, Sarah Reinhold, D. Holzberger
A high level of teacher self-efficacy is considered to be important for a successful and healthy teaching career. This preregistered meta-analysis focuses on whether and to what degree interventions can promote teacher self-efficacy. We included 115 studies representing 11,284 pre-service and in-service teachers in our meta-analysis. Interventions had a significant, positive effect on the promotion of teachers’ self-efficacy ( g = 0.47, RVE SE = 0.04, 95% CI = [0.40, 0.54]) with no significant differences between pre- and in-service teachers. A fine-grained coding and systematic review of the targeted sources of self-efficacy according to Bandura’s sociocognitive theory revealed that overall interventions including mastery experiences did not significantly differ from those without. However, interventions targeting only mastery experiences were the most successful for pre-service teachers ( g = 0.62, RVE SE = 0.11, CI = [0.35, 0.88]). Based on further moderator analyses, we recommend interventions to integrate reflective elements. Finally, future research should apply stricter study designs and more detailed intervention descriptions.
高水平的教师自我效能感被认为对教师职业的成功和健康发展非常重要。这项预先登记的荟萃分析主要研究干预措施能否以及在多大程度上促进教师的自我效能感。我们在荟萃分析中纳入了代表 11,284 名职前和在职教师的 115 项研究。干预措施对提高教师自我效能感有明显的积极影响(g = 0.47,RVE SE = 0.04,95% CI = [0.40,0.54]),职前和在职教师之间无明显差异。根据班杜拉的社会认知理论,对自我效能感的目标来源进行了精细编码和系统审查,结果显示,包括掌握经验的干预措施与不包括掌握经验的干预措施没有显著差异。然而,对职前教师而言,仅以掌握经验为目标的干预最为成功(g = 0.62,RVE SE = 0.11,CI = [0.35, 0.88])。根据进一步的调节因素分析,我们建议采取纳入反思元素的干预措施。最后,未来的研究应采用更严格的研究设计和更详细的干预说明。
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引用次数: 0
期刊
Review of Educational Research
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