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TOWARDS EFFECTIVE ARGUMENTATION: DESIGN AND IMPLEMENTATION OF A GENERATIVE AI-BASED EVALUATION AND FEEDBACK SYSTEM 实现有效论证:基于人工智能的生成式评估和反馈系统的设计与实施
IF 1.2 4区 教育学 Q2 Social Sciences Pub Date : 2024-04-20 DOI: 10.33225/jbse/24.23.280
Hunkoog Jho, Minsu Ha
This study aimed at examining the performance of generative artificial intelligence to extract argumentation elements from text. Thus, the researchers developed a web-based framework to provide automated assessment and feedback relying on a large language model, ChatGPT. The results produced by ChatGPT were compared to human experts across scientific and non-scientific contexts. The findings revealed marked discrepancies in the performance of AI for extracting argument components, with a significant variance between issues of a scientific nature and those that are not. Higher accuracy was noted in identifying claims, data, and qualifiers, as opposed to rebuttals, backing, and warrants. The study illuminated AI's promise for educational applications but also its shortcomings, such as the increased frequency of erroneous element identification when accuracy was low. This highlights the essential need for more in-depth comparative research on models and the further development of AI to enhance its role in supporting argumentation training.Keywords: argumentative writing, artificial intelligence, automated assessment, natural language processing, web architecture
本研究旨在考察生成式人工智能从文本中提取论证要素的性能。因此,研究人员开发了一个基于网络的框架,依靠大型语言模型 ChatGPT 提供自动评估和反馈。研究人员将 ChatGPT 得出的结果与人类专家在科学和非科学语境下得出的结果进行了比较。研究结果表明,人工智能在提取论证成分方面的表现存在明显差异,在科学问题和非科学问题之间存在显著差异。与反驳、支持和授权相比,识别主张、数据和限定词的准确性更高。这项研究揭示了人工智能在教育应用方面的前景,但也指出了其不足之处,例如,当准确率较低时,错误元素识别的频率会增加。这凸显了对模型进行更深入比较研究和进一步开发人工智能的必要性,以增强其在支持论证训练中的作用。 关键词:议论文写作;人工智能;自动评估;自然语言处理;网络架构
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引用次数: 0
CONCEPTUAL DEVELOPMENT OF 7TH GRADE STUDENTS PROVIDED INQUIRY BASED GEOSCIENCE EDUCATION 探究式地球科学教育对七年级学生概念的培养
IF 1.2 4区 教育学 Q2 Social Sciences Pub Date : 2024-04-20 DOI: 10.33225/jbse/24.23.292
Güneş KESKİN ÇEVİK, Hikmet Surmeli
Learning about the Earth through geoscience education is important in order to make informed decisions about the future of the Earth. The aim of this study is to examine students’ conceptual development on geoscience subjects based on inquiry-based learning. 7th grade students participated in this study. The researcher prepared lesson plans and activities connected with the aforementioned subjects in accordance with the inquiry-based learning model. In this study, the "Geoscience Concept Achievement Test (GCAT)" was used in order to obtain quantitative data, and it was applied as a pre-post test and also a retention test. Qualitative data obtained from 8 students, selected from the working group using the maximum sampling method, Science Writing Heuristics (SWH), interviews with the students, worksheets and assessment tests were used as qualitative data collection tools. The geoscience education program was implemented for 8 weeks. The results from quantitative and qualitative data showed that geoscience education positively affected 7th grade students' conceptual understanding of geoscience subjects. The results of the students' GCAT pre-test, post-test, retention test, SWH data, weekly interviews with the students and final interviews, revealed that the learning and teaching process applied in geoscience education positively affected their conceptual development regarding the subject of geoscience. Keywords: conceptual development, geoscience education, inquiry based education, mixed methods research
通过地球科学教育学习地球知识对于为地球的未来做出明智的决策非常重要。本研究旨在考察学生在探究式学习基础上对地球科学学科的概念发展。七年级学生参与了本研究。研究人员根据探究式学习模式准备了与上述学科相关的教案和活动。本研究使用了 "地球科学概念成就测试(GCAT)"来获取定量数据,并将其用作前后测试和保持测试。定性数据收集工具包括从工作组中采用最大抽样法选出的 8 名学生的定性数据、科学写作启发法(SWH)、与学生的访谈、工作表和评估测试。地球科学教育计划实施了 8 周。定量和定性数据结果显示,地球科学教育对七年级学生对地球科学学科的概念理解产生了积极影响。学生的 GCAT 前测、后测、保持测试、SWH 数据、每周与学生的访谈以及期末访谈的结果均显示,地球科学教育中应用的学与教过程对学生有关地球科学学科的概念发展产生了积极影响。关键词:概念发展、地球科学教育、探究式教育、混合方法研究
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引用次数: 0
IMPACT OF AI ROBOT IMAGE RECOGNITION TECHNOLOGY ON IMPROVING STUDENTS’ CONCEPTUAL UNDERSTANDING OF CELL DIVISION AND SCIENCE LEARNING MOTIVATION 人工智能机器人图像识别技术对提高学生对细胞分裂概念的理解和科学学习动机的影响
IF 1.2 4区 教育学 Q2 Social Sciences Pub Date : 2024-04-20 DOI: 10.33225/jbse/24.23.208
Pei-yu Chen, Yuan-Chen Liu
This study explored the integration of neural networks and artificial intelligence in image recognition for object identification. The aim was to enhance students’ learning experiences through a "Learning by Teaching" approach, in which students act as instructors to train AI robots in recognizing objects. This research specifically focused on the cell division unit in the first grade of lower-secondary school. This study employed a quasi-experimental research design involving four seventh-grade classes in a rural lower-secondary school. The experimental group (41 students) were taught via an AI robot image recognition technology, whereas the control group (40 students) were taught via a more conventional textbook-centered approach. The research followed a pre-test design, with three classes lasting 45 min each, totaling 135 min of teaching time over two weeks. Evaluation tools include the "Cell Division Two Stage Diagnostic Test" and the "Science Learning Motivation Scale." The results indicate that learning through teaching AI robot image recognition technology is more effective than textbook learning in enhancing students’ comprehension of the "cell division" concept and boosting motivation to learn science.Keywords: artificial intelligence, image recognition technology, cell division, science learning motivation, learning by teaching
本研究探讨了神经网络与人工智能在图像识别中的整合,以识别物体。其目的是通过 "以教促学 "的方法,让学生充当指导者,训练人工智能机器人识别物体,从而提升学生的学习体验。本研究特别关注初中一年级的细胞分裂单元。本研究采用了准实验研究设计,涉及一所农村初中七年级的四个班级。实验组(41 名学生)采用人工智能机器人图像识别技术进行教学,而对照组(40 名学生)则采用更传统的以教科书为中心的教学方法。研究采用了前测设计,三节课每节课 45 分钟,两周共计 135 分钟的教学时间。评估工具包括 "细胞分裂两阶段诊断测试 "和 "科学学习动机量表"。结果表明,通过教授人工智能机器人图像识别技术进行学习,比课本学习更能有效地增强学生对 "细胞分裂 "概念的理解,提高科学学习的积极性。 关键词:人工智能;图像识别技术;细胞分裂;科学学习积极性;以教促学
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引用次数: 0
EVALUATING THE IMPACTS OF NTC LEARNING SYSTEM ON THE MOTIVATION OF STUDENTS IN LEARNING PHYSICS CONCEPTS USING CARD–BASED LEARNING APPROACHES 利用基于卡片的学习方法,评估 NTC 学习系统对学生学习物理概念的动机的影响
IF 1.2 4区 教育学 Q2 Social Sciences Pub Date : 2024-04-20 DOI: 10.33225/jbse/24.23.331
Bojan Lazarevic, Maja Stojanovic, Jelena L. Pisarov, Nemanja Bojanić
This study examined the impact on the motivation of students toward learning physics upon applying the Nikola Tesla Center (NTC) learning system. The research was conducted using a quasi–experiment with a pretest–posttest non–equivalent control group design. The participants considered were a large group of 1371 students, from various grades and mixed genres, selected from the same district in Serbia. The instrument of this research was the students’ motivation toward science learning (SMTSL), which has been adapted to measure the motivation of students and their learning strategies for physics. Statistical analysis included calculations of Cronbach alpha, chi–square, Kolmogorov–Smirnov (KS) test, independent Samples t–test and ANCOVA, and Pearson correlation test. The study found that using the NTC learning system had a positive effect on students' motivation to learn physics. The experimental group had significantly higher scores on various subscales of motivation such as self–efficacy, active learning strategy, physics learning value, performance goal, and learning environmental stimulation compared to the control group. The research results determined that the NTC learning system is an effective method for promoting motivation of students toward learning physics and it can be recommended for implementation in schools. Keywords: physics education, experimental design, NTC learning system, student motivation, game–based learning
本研究探讨了尼古拉-特斯拉中心(NTC)学习系统对学生学习物理的积极性的影响。研究采用了前测-后测非等效对照组设计的准实验方法。研究对象是来自塞尔维亚同一地区的 1371 名学生,他们来自不同年级和不同流派。本研究的工具是 "学生科学学习动机"(SMTSL),经调整后可用于测量学生的物理学习动机及其学习策略。统计分析包括 Cronbach alpha 计算、卡方检验、Kolmogorov-Smirnov (KS) 检验、独立样本 t 检验和方差分析以及皮尔逊相关检验。研究发现,使用 NTC 学习系统对学生的物理学习动机有积极影响。与对照组相比,实验组在自我效能感、主动学习策略、物理学习价值、成绩目标和学习环境刺激等学习动机的各个分量表上的得分都明显较高。研究结果表明,NTC学习系统是促进学生物理学习动机的有效方法,可推荐在学校实施。关键词: 物理教育;实验设计;NTC 学习系统;学生动机;游戏式学习
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引用次数: 0
EXAMINING PHYSICS TEACHERS’ DOMAIN-SPECIFIC PEDAGOGICAL CONTENT KNOWLEDGE COMPONENTS IN LESOTHO SECONDARY SCHOOLS 研究莱索托中学物理教师的特定领域教学内容知识组成部分
IF 1.2 4区 教育学 Q2 Social Sciences Pub Date : 2024-04-20 DOI: 10.33225/jbse/24.23.240
Nthoesele Hlaela, L. Jita
Pedagogical content knowledge (PCK) is considered an important ingredient in shaping classroom practice. PCK requires valid measurement at domain-specific level on different components excluding the teaching context. While the research focuses on measuring the PCK of unqualified teachers and pre-service teachers, the description of qualified teachers’ domain-specific PCK is often overlooked. The purpose of this study was to measure quantitatively the domain-specific PCK of qualified physics teachers focusing on the five PCK components: content knowledge, pedagogical knowledge, assessment knowledge, knowledge of students and curricular knowledge. Data were collected through the paper-and pencil PCK test that was responded to by 87 Physics teachers teaching the last two years of secondary school. Data were analyzed using the Extended Rasch Model and descriptive statistics. The results revealed that Physics teachers have a low PCK in general and low levels of PCK components, the lowest being content knowledge. The study recommends regular refresher workshops for qualified teachers focused on developing different PCK components, with more emphasis on content knowledge. Keywords: pedagogical content knowledge, physics teachers, domain-specific PCK, PCK components
教学内容知识(PCK)被认为是形成课堂实践的重要因素。PCK 需要在特定领域层面上对教学背景之外的不同内容进行有效测量。虽然研究的重点是测量不合格教师和职前教师的 PCK,但对合格教师特定领域 PCK 的描述往往被忽视。本研究的目的是定量测量合格物理教师的特定领域 PCK,重点是 PCK 的五个组成部分:内容知识、教学知识、评价知识、学生知识和课程知识。研究通过纸笔 PCK 测试收集数据,87 名任教中学最后两年的物理教师参加了测试。数据分析采用了扩展 Rasch 模型和描述性统计方法。结果显示,物理教师的 PCK 总体水平较低,PCK 各组成部分的水平也较低,最低的是内容知识。研究建议定期为合格教师举办进修讲习班,重点培养不同的 PCK 要素,并更加重视内容知识。关键词:教学内容知识;物理教师;特定领域的 PCK;PCK 要素
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引用次数: 0
MENDELEEV’S PORTRAYAL AND MENDELEEVIAN EPONYMS IN CHEMICAL EDUCATION: SIC TRANSIT GLORIA MUNDI 化学教育中的 "门捷列夫形象 "和 "门捷列夫地名":Sic transit gloria mundi
IF 1.2 4区 教育学 Q2 Social Sciences Pub Date : 2024-04-20 DOI: 10.33225/jbse/24.23.352
U. Slabin
Scholars as exemplars and their linked eponyms play a significant role in education. Since the discovery of the periodic law in 1869, perceptions of Mendeleev and his eponyms may have shifted. With the aim of assessing the historical and current portrayal of Mendeleev and his eponyms in chemistry textbooks and on the Internet, content analysis of textbooks, including Soviet and contemporary Russian (11) and Ukrainian (16), was conducted. Additionally, an Internet search in 7 languages was conducted to assess the prevalence of Mendeleevian eponyms online. Primary Mendeleevian eponyms are predominantly utilized in the Russian segment of the Internet. While Mendeleev’s portrayal held significance in mid-20th-century Soviet chemistry textbooks, his presence has dwindled in current Russian and Ukrainian textbooks. This decline is attributed to the obsolescence of associated chemical realities, the disputed priority of Mendeleev, and an ambiguous attitude towards him. The implications of this decline include loss of historical context, reduced memorization aids, impact on critical thinking, disruption of continuity, and reduced humanism in education. The research underscores the importance of a balanced and inclusive approach to science education, recognizing contributions from scientists of diverse backgrounds and perspectives, and highlights the interconnected nature of science education and international relations.Keywords: chemistry textbook, content analysis, eponym, Mendeleev, periodic system
作为楷模的学者及其相关的地名在教育中发挥着重要作用。自 1869 年发现周期律以来,人们对门捷列夫及其同名人的看法可能发生了转变。为了评估门捷列夫及其同名人在化学教科书和互联网上的历史和现状,我们对教科书进行了内容分析,包括苏联和当代俄语教科书(11 本)和乌克兰语教科书(16 本)。此外,还用 7 种语言在互联网上进行了搜索,以评估门捷列夫同名地名在网上的流行情况。主要的门捷列夫外来语地名主要用于互联网的俄语部分。虽然门捷列夫的形象在 20 世纪中叶的苏联化学教科书中占有重要地位,但在目前的俄语和乌克兰语教科书中,门捷列夫的形象已逐渐减少。这种衰落归因于相关化学现实的过时、门捷列夫优先地位的争议以及对门捷列夫的暧昧态度。这种衰退的影响包括历史背景的丧失、记忆辅助工具的减少、对批判性思维的影响、连续性的破坏以及教育中人文精神的削弱。这项研究强调了以平衡和包容的方式开展科学教育的重要性,承认来自不同背景和视角的科学家的贡献,并突出了科学教育与国际关系的相互关联性。
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引用次数: 0
DEVELOPMENT AND EFFECTIVENESS OF THE E-SKY MODULE BASED ON PBL IN THE TEACHING AND FACILITATION PROCESS OF EARLY SCIENCE 基于 PBL 的电子天空模块在早期科学教学和促进过程中的开发和有效性
IF 1.2 4区 教育学 Q2 Social Sciences Pub Date : 2024-04-20 DOI: 10.33225/jbse/24.23.221
Azam Ghazali, Zakiah Mohamad Ashari, Joanne Hardman, Allif Abu Yazid
In recent years, there has been a growing concern in science education on the enhancement of preschoolers' knowledge and motivation for concepts by implementing efficient teaching methods. This study explored the development and effectiveness of the E-sky Module in increasing the development of preschoolers in Project-based Learning (PBL) activities conducted both within and outside of preschool. This study employed the Design and Development Research (DDR) approach, incorporating many research methods. During the qualitative interviews conducted in the needs analysis phase, three different themes related to the difficulties encountered by teachers when conducting early science projects were meticulously recorded and analysed. Based on a quantitative analysis completed by three experts in the field, this E-sky Module has been determined to have a substantial level of validity and a satisfactory level of reliability. This is evidenced by a Cronbach's alpha coefficient of (p < .82) observed. Moreover, throughout the evaluation phase, four distinct themes were effectively reported, suggesting that this module significantly contributed to the comprehensive development of preschoolers. Hence, future studies should explore the potential of enhancing knowledge acquisition through promoting motivation and the emergence of conducive learning environments in the context of PBL.Keywords: project-based learning, teaching pedagogical, facilitation process, learning module, scaffolding
近年来,科学教育领域越来越关注通过实施高效的教学方法来增强学龄前儿童对概念的认知和学习动机。本研究探讨了 E-sky 模块在学前教育机构内外开展的项目式学习(PBL)活动中促进学前儿童发展的发展情况和效果。本研究采用了设计与发展研究(Design and Development Research,DDR)方法,其中融合了多种研究方法。在需求分析阶段进行的定性访谈中,对与教师在开展早期科学项目时遇到的困难有关的三个不同主题进行了细致的记录和分析。根据三位该领域专家完成的定量分析,确定该 E-sky 模块具有相当高的有效性和令人满意的可靠性。所观察到的 Cronbach's alpha 系数(p < .82)证明了这一点。此外,在整个评估阶段,有效地报告了四个不同的主题,表明该模块对学前儿童的全面发展做出了重大贡献。因此,未来的研究应探索在 PBL 的背景下,通过促进学习动机和营造有利的学习环境来提高知识获取的潜力。 关键词:基于项目的学习;教学法;促进过程;学习模块;支架
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引用次数: 0
DEVELOPMENT OF AN INQUIRY ACTIVITY MODEL EMPHASIZING THE REPRESENTATION OF PRIMARY SCIENCE TEXTBOOKS 开发探究活动模式,强调小学科学教科书的代表性
IF 1.2 4区 教育学 Q2 Social Sciences Pub Date : 2024-04-20 DOI: 10.33225/jbse/24.23.315
Soyeon Kim, Jung Bog Kim
Despite increased research interest in improving students' scientific inquiry abilities, how to conduct scientific inquiry using science textbooks that are easily accessible to primary school students remains understudied. This study developed and verified an inquiry activity model (IAM) to improve the performance of primary school students in science textbook inquiry activities. Data were collected from sixth-grade primary students (n = 167) to analyze the difficulty level of textbook inquiry activities. An analysis tool was developed, focusing on inquiry skills and process flow. Expert analysis increased the tool’s validity. The analysis revealed that students possessed low integrated inquiry skills, were partially aware of the inquiry process flow, and could not design experiments. Hence, the IAM was developed to enhance students’ ability to perform textbook inquiry activities and understand the activity phases. It emphasized the flow and representation of the inquiry process for students to easily recall the contents as they learn the interconnectivity between phases. The post-test of the experimental group and the inquiry process flow chart showed significant improvement in all areas of inquiry ability. The scores for “connections” and “interconnectivity” in the inquiry process flow were high, reflecting the model’s effectiveness in showing the interconnectedness of all stages.Keywords: primary science textbook, inquiry activity model, representation in inquiry activity, inquiry phase
尽管提高学生科学探究能力的研究兴趣日益浓厚,但如何利用小学生易于接受的科学教科书进行科学探究的研究仍然不足。本研究开发并验证了一种探究活动模型(IAM),以提高小学生在科学教科书探究活动中的表现。研究收集了六年级小学生(n = 167)的数据,以分析课本探究活动的难度。开发了一个分析工具,重点关注探究技能和过程流程。专家分析提高了工具的有效性。分析结果表明,学生的综合探究能力较低,对探究过程流程知之甚少,不会设计实验。因此,IAM 的开发旨在提高学生开展课本探究活动和理解活动阶段的能力。它强调了探究过程的流程和表征,使学生在学习各阶段之间的相互联系时容易回忆起内容。实验组和探究过程流程图的后测结果显示,学生在各方面的探究能力都有显著提高。探究过程流程中的 "联系 "和 "相互联系 "得分较高,反映了该模式在展示各阶段相互联系方面的有效性。
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引用次数: 0
MODERATOR EFFECT OF MOBILE LEARNING ON STUDENTS’ ACHIEVEMENT IN PHYSICS: A META-ANALYSIS 移动学习对学生物理成绩的调节作用:荟萃分析
IF 1.2 4区 教育学 Q2 Social Sciences Pub Date : 2024-04-20 DOI: 10.33225/jbse/24.23.187
Wahyu Dilla Abdullah, Adilah Afikah, E. Apino, S. Supahar, Jumadi Jumadi
The use of mobile technology in physics education has become more prevalent, but more data about its effect on student academic performance needs to be collected. This meta-analysis examines the effects of mobile learning on student achievement in physics and any moderating factors. The study collected 36 primary studies from various scientific databases (Scopus, ERIC, DOAJ, Google Scholar) that met the inclusion criteria. The findings indicate that using mobile technology has a significant effect on student performance in physics compared to without mobile learning. Moderator analysis revealed differences in the effects of mobile learning on physics learning outcomes based on sample size, academic level, gender composition, learning media type, learning model type, learning outcome type, and measurement instrument type. However, no effect difference was observed in country status, publication year, sampling technique, and physics content. No publication bias was found in this study. Overall, the study suggests that mobile learning has a strong positive effect on student achievement in physics.Keywords: learning achievement, meta-analysis, mobile learning, physics learning
移动技术在物理教育中的应用越来越普遍,但还需要收集更多有关其对学生学业成绩影响的数据。本荟萃分析研究了移动学习对学生物理成绩的影响以及任何调节因素。研究从各种科学数据库(Scopus、ERIC、DOAJ、Google Scholar)中收集了符合纳入标准的 36 项主要研究。研究结果表明,与不使用移动学习相比,使用移动技术对学生的物理成绩有显著影响。调节分析显示,移动学习对物理学习成绩的影响因样本大小、学术水平、性别构成、学习媒体类型、学习模式类型、学习成绩类型和测量工具类型而存在差异。然而,在国家地位、出版年份、抽样技术和物理内容方面没有观察到效果差异。本研究未发现出版偏差。总之,研究表明,移动学习对学生的物理学习成绩有很大的积极影响。 关键词:学习成绩;荟萃分析;移动学习;物理学习
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引用次数: 0
CURRICULUM DEVELOPMENT BASED ON AN INTERDISCIPLINARY CONTEXT-BASED LEARNING APPROACH IN THE CONTEXT OF ELECTRICITY AND MAGNETISM 基于跨学科情境学习法的电与磁课程开发
IF 1.2 4区 教育学 Q2 Social Sciences Pub Date : 2024-04-20 DOI: 10.33225/jbse/24.23.260
Onur Yalçin, Fatma Sadık
This research is a needs analysis study aimed at developing a curriculum based on an interdisciplinary context-based learning approach within the 10th-grade physics course, focusing on the electricity and magnetism unit. The research was designed according to the case study model and data were collected from expert, teacher, and student sample groups through questionnaires and interview forms. Descriptive statistics were utilized for quantitative data analysis, while content analysis technique was employed for qualitative data. The results indicated that the physics curriculum continued to maintain a disciplinary perspective and a classical understanding of physics, with insufficient connection with daily life and adaptation to contemporary conditions. Similar results were identified in the 10th-grade physics textbooks and in-class instructional practices concerning the unit of electricity and magnetism. In this respect, the research identified the needs for developing a curriculum based on an interdisciplinary context-based learning approach to address these negative results. These needs, while enhancing interdisciplinary context-based understanding, can also contribute to the emergence of various opportunities and different perspectives in physics education. It is recommended to identify needs in other subfields of physics as well and develop curricula designed with an interdisciplinary context-based approach for more effective and efficient physics education.Keywords: interdisciplinary understanding, context-based learning, electricity and magnetism, physics education, high school students
本研究是一项需求分析研究,目的是在十年级物理课程中开发基于跨学科情境学习法的课程,重点是电与磁单元。研究按照案例研究模式设计,通过问卷和访谈表从专家、教师和学生样本组收集数据。定量数据分析采用描述性统计,定性数据分析采用内容分析技术。结果表明,物理课程继续保持了学科视角和对物理的经典理解,与日常生活的联系不足,对当代条件的适应也不够。十年级物理教科书和课堂教学实践中有关 "电与磁 "单元的内容也有类似的结果。在这方面,研究确定需要开发基于跨学科情境学习法的课程,以解决这些负面结果。这些需求在加强基于跨学科情境的理解的同时,也有助于在物理教育中出现各种机会和不同的视角。建议同时确定物理学其他子领域的需求,并开发基于跨学科情境学习方法的课程设计,以提高物理教育的成效和效率。 关键词:跨学科理解;基于情境的学习;电与磁;物理教育;高中生
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引用次数: 0
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Journal of Baltic Science Education
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