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PERCEPTIONS OF PRIMARY PRE-SERVICE TEACHERS IN THE UTILIZATION OF PLANT IDENTIFICATION APPS AS EDUCATIONAL TOOLS 初级职前教师使用植物识别应用程序作为教育工具的看法
4区 教育学 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-10-18 DOI: 10.33225/jbse/23.22.799
Peter Paul Canuto
Plant identification apps make learning about plants more convenient. This study explored the participants' perceptions of using three plant identification apps, PlantNet, PictureThis, and LeafSnap, as potential educational tools. Problems experienced, differences in perceptions, and the participants' most preferred apps were also determined. Through purposive sampling, the study engaged 162 primary pre-service teachers in the Cordillera Administrative Region (CAR), Philippines. Data were collected through a developed questionnaire and analysed quantitatively. The questionnaire was reliable with an identified single component for perception. Participants first explored and used the apps to identify local plants, thereafter, responding through an online questionnaire. Results showed that participants strongly perceived the apps as engaging, helpful in plant identification, easy to browse, providing details, effective as emerging tools, and significant for scientific literacy, except for consistency of results. There were significant differences, but with small effect sizes, indicating negligible differences in the perceptions of male and female participants regarding the apps' consistency of results and effectiveness. Weak internet connection was the primary issue affecting the apps' utilization. The pre-service teachers preferred LeafSnap over PictureThis and PlantNet. Conclusively, this study affirmed the potential of the apps for students learning about plants, further supporting their feasibility as emerging educational tools. Keywords: educational tools, plant identification apps, PlantNet, PictureThis, LeafSnap, primary pre-service teachers
植物识别应用程序使了解植物更加方便。这项研究探讨了参与者对使用三种植物识别应用程序(PlantNet、PictureThis和LeafSnap)作为潜在教育工具的看法。还确定了所遇到的问题、看法的差异以及参与者最喜欢的应用程序。本研究以菲律宾科迪勒拉行政区(CAR) 162名小学职前教师为对象,进行有目的的抽样调查。通过编制问卷收集数据并进行定量分析。问卷是可靠的,有一个确定的单一成分的感知。参与者首先探索并使用这些应用程序来识别当地的植物,然后通过在线问卷进行回答。结果显示,除了结果的一致性外,参与者强烈认为这些应用程序具有吸引力,有助于植物识别,易于浏览,提供详细信息,作为新兴工具有效,对科学素养具有重要意义。有显著的差异,但效应大小很小,表明男性和女性参与者对应用程序结果一致性和有效性的看法差异可以忽略不计。网络连接薄弱是影响应用程序使用的主要问题。职前教师更喜欢LeafSnap,而不是PictureThis和PlantNet。最后,本研究肯定了这些应用程序在学生学习植物方面的潜力,进一步支持了它们作为新兴教育工具的可行性。关键词:教育工具,植物识别应用,PlantNet, PictureThis, LeafSnap,小学职前教师
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引用次数: 0
SCIENCE TEACHERS' APPROACH TO CONTEMPORARY ASSESSMENT WITH A READING LITERACY EMPHASIS 以阅读素养为重点的科学教师当代评价方法
4区 教育学 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-10-18 DOI: 10.33225/jbse/23.22.851
Maja Kerneža, Dejan Zemljak
In a sample of 1215 teachers, this study examined the readiness of science educators for assessment in the rapidly evolving landscape of artificial intelligence in education. Participants responded to an online questionnaire during the emergency remote teaching phase, offering insights into the frequency and nature of assessment methods utilized. The research draws a connection between assessment techniques during remote teaching and the emergence of AI in education. The results show that the selected assessment methods vary across teachers, with some specific differences observed in the assessment practices of science teachers. The study underscores the critical role of reading literacy in enhancing student engagement in contemporary learning environments. Moreover, the findings suggest that continuous professional development significantly improves the readiness of (science) teachers for AI-enhanced assessment. Drawing from these insights, recommendations for subsequent research are delineated. Keywords: artificial intelligence, assessment, reading literacy, science teachers, teacher training
在1215名教师的样本中,本研究考察了科学教育工作者在快速发展的人工智能教育环境中接受评估的准备情况。在紧急远程教学阶段,参与者回答了一份在线问卷,提供了对所使用评估方法的频率和性质的见解。该研究将远程教学中的评估技术与教育中人工智能的出现联系起来。结果表明,不同教师选择的评估方法不同,在科学教师的评估实践中观察到一些具体的差异。该研究强调了阅读能力在提高学生在当代学习环境中的参与度方面的关键作用。此外,研究结果表明,持续的专业发展显著提高了(科学)教师对人工智能增强评估的准备程度。根据这些见解,对后续研究提出了建议。关键词:人工智能,评估,阅读素养,理科教师,教师培训
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引用次数: 0
UTILIZATION OF PROCESS DATA IN CHINA: EXPLORING STUDENTS’ PROBLEM-SOLVING STRATEGIES IN COMPUTER-BASED SCIENCE ASSESSMENT FEATURING INTERACTIVE TASKS 过程数据在中国的利用:探索学生在以互动任务为特征的计算机科学评估中的问题解决策略
4区 教育学 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-10-18 DOI: 10.33225/jbse/23.22.929
Pingping Zhao, Chun-Yen Chang, Yueyang Shao, Zhi Liu, Hao Zhou, Jian Liu
Students’ problem-solving strategies and the differences among strategy groups were explored by analyzing the process data collected during student interactions with computer-based science items. Data were gathered from 1516 eleventh-grade students from 4 schools in China. Analyses of the sequences of students’ response actions revealed that the students were divided into four strategy groups when designing experiments to solve scientific problems: the scientific and rigorous strategy (18.5%), scientific and less rigorous strategy (25.4%), incomplete strategy (31.5%), and chaotic strategy (24.6%). The heatmaps of response actions for each strategy and the frequencies of the most representative response sequences were further explored to understand the students’ detailed trajectories. The results showed that successful problem solvers were generally inclined to explore all possibilities of experimental combinations and design experiments scientifically and rigorously based on the relevant scientific principles. Moreover, the timestamps of response actions were explored to show that the students who adopted the scientific and rigorous strategy spent more time seeking solutions, suggesting that students may need sufficient time to solve complex and authentic scientific problems. The findings enrich the literature on using process data to address theoretical issues in educational assessment and provide students with individualized instructional needs for teachers to improve students’ scientific problem-solving competency. Keywords: process data, scientific problem-solving, computer-based assessment, China
通过分析学生与计算机科学项目互动的过程数据,探讨了学生的问题解决策略和策略组之间的差异。数据来自中国4所学校的1516名11年级学生。通过对学生反应行为序列的分析,发现学生在设计科学问题实验时可分为四个策略组:科学严谨策略组(18.5%)、科学不严谨策略组(25.4%)、不完全策略组(31.5%)和混沌策略组(24.6%)。我们进一步研究了每种策略的反应动作热图和最具代表性的反应序列的频率,以了解学生的详细轨迹。结果表明,成功的问题解决者普遍倾向于探索各种实验组合的可能性,并根据相关的科学原理科学而严谨地设计实验。此外,我们还对反应行动的时间戳进行了探索,发现采用科学严谨策略的学生在寻求解决方案上花费了更多的时间,这表明学生可能需要足够的时间来解决复杂而真实的科学问题。研究结果丰富了利用过程数据解决教育评估理论问题的文献,并为教师提供个性化的教学需求,以提高学生的科学问题解决能力。关键词:过程数据,科学问题解决,计算机化评估,中国
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引用次数: 0
INTEGRATION OF SOCIOSCIENTIFIC APPROACH AND DESIGN THINKING: AN ENTREPRENEURIAL CREATIVE THINKING MODULE FOR STEM EDUCATION 社会科学方法与设计思维的整合:stem教育的创业创造性思维模块
4区 教育学 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-10-18 DOI: 10.33225/jbse/23.22.767
Sufirman Arifin, Nyet Moi Siew
This study was conducted to i) ascertain the validity, reliability, and feasibility of a module based on the socioscientific issue approach and design thinking model (SIA-DT), and ii) assess its effects on the entrepreneurial creative thinking (ECT) in STEM education. The first phase of ECT module validation was conducted with the assistance of three expert evaluators and 32 students. A 5-point Likert scale questionnaire and the ECT test were used to collect data. The second phase consists of evaluation using a quasi-experimental design with a Pre-Post Test of Non-Equivalent Control Groups. A total of 64 Form Four students were divided into two groups: SIA-DT (n = 32) and control (n = 32). The ECT module has a high validity value and an acceptable Cronbach's alpha reliability of .92. The ECT Module's feasibility was substantiated by a mean score of 4.71. The results of the independent-sample t-test prove that there is a significant difference in the post-test for students in the SIA-DT group compared to the control group in ECT and five constructs of ECT. In conclusion, these findings demonstrate that the ECT Module is valid, reliable, and feasible in STEM education and that it is effective in enhancing students' ECT. Keywords: design thinking model, entrepreneurial creative thinking, module development, socioscientific issue approach, STEM education
本研究旨在确定基于社会科学问题方法和设计思维模型的模块(SIA-DT)的效度、信度和可行性,以及评估其对STEM教育中创业创造性思维(ECT)的影响。第一阶段的ECT模块验证是在三位专家评估者和32名学生的协助下进行的。采用李克特5分制问卷和ECT测试收集数据。第二阶段包括使用准实验设计和非等效对照组的前后测试进行评估。64名中四学生分为两组:SIA-DT组(n = 32)和对照组(n = 32)。ECT模块具有较高的效度值和可接受的Cronbach's α信度为。92。ECT模块的可行性得到了平均4.71分的证实。独立样本t检验的结果证明SIA-DT组学生在ECT和ECT的五个构念上的后验与对照组相比有显著差异。综上所述,这些发现证明了电痉挛模块在STEM教育中是有效的、可靠的和可行的,并且在提高学生的电痉挛能力方面是有效的。关键词:设计思维模式,创业创造性思维,模块开发,社会科学问题方法,STEM教育
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引用次数: 0
EXPLORING LOWER-SECONDARY SCHOOL STUDENTS’ SYSTEMS THINKING PERFORMANCE IN ECOLOGICAL ISSUES 初中生生态问题系统思维表现探析
4区 教育学 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-10-18 DOI: 10.33225/jbse/23.22.865
Ruying Li, Gaofeng Li
Exploring students’ systems thinking (ST) is essential in enhancing science learning, but existing studies have failed to understand students’ ST fully as it relates to ecological issues. This study aimed to fill the aforementioned literature gap by exploring lower-secondary school students’ ST regarding ecological issues. The Systems Thinking Test regarding Ecological Issues, which measures four ST skills (system organisation, behaviour, application, and evaluation), was administered to 1,092 lower-secondary school students. The results reveal low ST performance in ecological issues, with students finding it particularly difficult to identify interactions among components and understand system characteristics. Furthermore, most lacked reflective consciousness and consideration of the diverse dimensions of ecological issues, resulting in monocausal reasoning in system decision-making and evaluation. Comparatively, urban school students performed better than their rural counterparts; additionally, an item-level analysis revealed that climate warming was challenging for the students to understand. This study suggests that greater efforts should be made to address students’ drawbacks and that multi-perspectival teaching is necessary in the context of ecological issues. The addition of system decision-making and evaluation in assessments can enable a broader understanding of ST. Keywords: environment education, lower-secondary school, partial credit model, sustainable development, systems thinking
探索学生的系统思维对于加强科学学习至关重要,但现有研究未能充分了解学生的系统思维,因为它涉及到生态问题。本研究旨在探讨初中生对生态问题的认知,以填补上述文献空白。关于生态问题的系统思维测试测量了四种ST技能(系统组织、行为、应用和评估),对1092名低年级学生进行了测试。结果显示,在生态问题上,ST的表现很低,学生发现识别组件之间的相互作用和理解系统特征特别困难。此外,大多数缺乏反思意识和对生态问题多元维度的考虑,导致系统决策和评估中的单因果推理。相比之下,城市学生的表现优于农村学生;此外,项目层面的分析显示,气候变暖对学生来说是一个挑战。本研究建议,在生态问题的背景下,应更努力地解决学生的缺点,并需要多视角教学。在评估中加入系统决策和评价,可以使st有更广泛的认识。关键词:环境教育,初中,部分学分模式,可持续发展,系统思维
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引用次数: 0
MICROBIOLOGICAL AWARENESS AMONG UPPER-SECONDARY SCHOOL STUDENTS IN THE CONTEXT OF COVID-19 VACCINATION 在COVID-19疫苗接种背景下高中生的微生物意识
4区 教育学 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-10-18 DOI: 10.33225/jbse/23.22.749
Beniamin Abramczyk, Szymon Ławicki, Weronika Pyter, Agata Bluszcz, Ignacy Piszczek, Jonatan Audycki, Julia Pawłowska
There is evidence that education levels have an impact on people's attitudes toward vaccination. The recent COVID-19 pandemic has highlighted the need to maximize vaccinations - one of the most efficient ways to prevent the spread of infectious diseases. Young individuals play a major role in disease transmission due to their intense social life and frequent asymptomatic infections. In this study, a survey of upper secondary school students in Poland was conducted to assess their microbiological awareness depending on subjects that they studied on the extended level and COVID-19 vaccination willingness. Participants learning biology and chemistry on the extended level had significantly higher microbiological awareness. Clear proof of microbiological awareness's influence on vaccination willingness was not found. Although studying biology did not significantly influence students' willingness to be vaccinated, their place of residence did. Students from bigger cities were more willing to get vaccinated. These results show that while science education raises microbiological awareness among upper secondary school students, place of residence, likely through social pressure, is a more important factor influencing vaccination willingness. It is suggested that more effort should be put into educating society as a whole and encouraging vaccination particularly. Keywords: attitudes towards vaccinations, infectious diseases, microbiological education, SARS-CoV-2, upper secondary school students
有证据表明,教育水平会影响人们对疫苗接种的态度。最近的COVID-19大流行凸显了最大限度地接种疫苗的必要性,这是预防传染病传播的最有效方法之一。青年人社交生活密集,无症状感染频繁,在疾病传播中起着重要作用。本研究对波兰高中学生进行了调查,根据研究对象的扩展水平和COVID-19疫苗接种意愿评估他们的微生物意识。在扩展水平上学习生物和化学的参与者对微生物的认识显著提高。没有发现微生物意识对疫苗接种意愿影响的明确证据。虽然学习生物学对学生接种疫苗的意愿没有显著影响,但他们的居住地却有影响。来自大城市的学生更愿意接种疫苗。这些结果表明,虽然科学教育提高了高中生的微生物意识,但可能通过社会压力,居住地是影响接种意愿的更重要因素。建议更多的努力应该投入到教育整个社会,特别是鼓励接种疫苗。关键词:疫苗接种态度,传染病,微生物教育,SARS-CoV-2,高中生
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引用次数: 0
THE FEASIBILITY AUTHENTIC ASSESSMENT INSTRUMENT THROUGH VIRTUAL LABORATORY LEARNING AND ITS EFFECT ON INCREASING STUDENTS' SCIENTIFIC PERFORMANCE 虚拟实验室学习真实性评估工具的可行性及其对提高学生科学成绩的作用
IF 1.2 4区 教育学 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-08-25 DOI: 10.33225/jbse/23.22.631
Muhammad Yakob, Ratih Permana Sari, M. P. Hasibuan, N. Nahadi, Sjaeful Anwar, R. E. El Islami
In the virtual laboratory learning process, students' scientific abilities in solving a problem are very important to explore. This study aims to develop classroom-based authentic assessment instruments through virtual laboratory learning in chemistry to see an increase in students' scientific performance. The research was conducted at a public high school in Langsa City with a sample of 11th-grade students Academic Year 2021/2022, the utilized subjects being a total of 118 students taken based on purposive sampling. The research data are needs analysis through interviews with chemistry teachers who have implemented technology-based learning, analyzing the feasibility of instruments through expert validation questionnaires before the learning process, and scientific performance through learning observation sheets during the learning process. The increase in students' scientific performance data was then analyzed using the N-Gain formula and t-test to see the difference in improvement after the authentic assessment was applied. The results show that authentic assessment is feasible to use an increase in students' scientific performance. From the small-scale test, the students' scientific performance was a high category and there is a significant difference in improvement. The use of authentic assessment through virtual laboratories is expected to provide active learning solutions to improve student learning outcomes.Keywords: authentic assessment, expert validation, scientific performance, virtual laboratory
在虚拟实验室的学习过程中,探究学生解决问题的科学能力是非常重要的。本研究旨在通过化学虚拟实验室学习开发基于课堂的真实评估工具,以提高学生的科学表现。这项研究是在郎萨市的一所公立高中进行的,样本是2021/2022学年的11年级学生,使用的科目是基于有目的的抽样,共118名学生。研究数据是通过采访实施技术学习的化学教师进行需求分析,在学习过程前通过专家验证问卷分析仪器的可行性,以及在学习过程中通过学习观察表进行科学表现。然后使用N-增益公式和t检验分析学生科学表现数据的增加,以了解应用真实评估后的改善差异。结果表明,通过真实的评估来提高学生的科学表现是可行的。从小规模测试来看,学生的科学表现属于高水平,在提高方面存在显著差异。通过虚拟实验室使用真实评估有望提供积极的学习解决方案,以提高学生的学习成果。关键词:真实评估、专家验证、科学性能、虚拟实验室
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引用次数: 1
THE RELEVANCE OF LEARNING OUTCOMES INCLUDED IN ESTONIAN GRADE 7-9 SCIENCE SUBJECT CURRICULA ASSOCIATED WITH THE CONCEPT OF ENERGY 爱沙尼亚7-9年级科学课程中与能源概念相关的学习成果的相关性
IF 1.2 4区 教育学 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-08-25 DOI: 10.33225/jbse/23.22.653
Lauri Kõlamets, H. Kasuk, Jack Holbrook, R. Mamlok-Naaman
This study on the Estonian lower secondary (7-9th grade) science curricula, is seen as an important framework for educators preparing students as tomorrow’s citizens able to reflect on sustainable energy development. As the curriculum is taken to be the major document allowing insights into Estonian educational standards, this study identifies components within the intended lower secondary science curricula for subjects of biology, chemistry, earth science, physics, and interdisciplinary science. Using document analysis, verbs associated with career-related learning outcomes are detected, allowing the relatedness of the energy conceptualizations and determination of their cognitive level utilizing SOLO (Structure of Observed Learning Outcomes) taxonomy. A team of coders identify a total of 782 learning outcomes across three learning domains: psychomotor (176), affective (32), cognitive (574) at unistructural (33), multistructural (225), relational (276), and extended abstract (40) levels. The majority of energy concept learning outcomes (274) are identified in the source (form) and transfer (transform) categories. Very few career-related learning outcomes are detected with the science education relevance dimensions (individual, societal, career). The suitability of the findings is discussed. The current analyzing method can be applied to other educational disciplines for raising awareness of disciplinary crosscutting concepts. Keywords: energy concept, learning outcomes, relevance in science education, lower secondary science curriculum, SOLO taxonomy
这项关于爱沙尼亚初中(7-9年级)科学课程的研究被视为教育工作者的一个重要框架,使学生成为能够反思可持续能源发展的未来公民。由于该课程被视为深入了解爱沙尼亚教育标准的主要文件,本研究确定了生物学、化学、地球科学、物理学和跨学科科学科目的初中科学课程中的组成部分。使用文档分析,检测与职业相关学习结果相关的动词,允许能量概念化的相关性,并利用SOLO(观察到的学习结果结构)分类法确定其认知水平。一组编码人员在三个学习领域共确定了782个学习结果:单结构(33)、多结构(225)、关系(276)和扩展抽象(40)水平的心理运动(176)、情感(32)、认知(574)。大多数能源概念学习结果(274)是在来源(形式)和转移(转换)类别中确定的。很少有人用科学教育相关性维度(个人、社会、职业)来检测与职业相关的学习结果。讨论了这些发现的适用性。目前的分析方法可以应用于其他教育学科,以提高人们对学科交叉概念的认识。关键词:能源概念、学习成果、科学教育相关性、初中科学课程、SOLO分类法
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引用次数: 0
GIFTED STUDENTS’ PERFORMANCE ON ALGORITHMIC, CONCEPTUAL, AND GRAPHICAL QUESTIONS 资优学生在算法、概念和图形问题上的表现
IF 1.2 4区 教育学 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-08-25 DOI: 10.33225/jbse/23.22.600
Fatma Coştu
Several studies compared three different types of questions (conceptual, algorithmic, and graphical) across various topics, however, few focused specifically on gifted students. This study addressed this gap. The aim of the study, hence, was to determine whether there were notable differences in gifted students’ performance in the three types of tests. The study involved 115 gifted students aged between 17 and 18 years old. They responded to the three different tests including 10 test items in each with the same content. Significant differences were observed in their performances between the conceptual versus algorithmic in favour of the conceptual test, the conceptual versus graphical in favour of the conceptual test, and the algorithmic versus graphical in favour of the algorithmic test. Moreover, the statistical analysis results revealed that the students performed markedly poorer performance on the graphical test in comparison to both the algorithmic and conceptual tests. These results suggest the need to enhance students' graphical skills to facilitate a better understanding of physics concepts. Proper steps should be taken to improve their proficiency in interpreting and analysing graphical representations.Keywords: algorithmic understanding, conceptual understanding, graphical understanding, gifted students, physics education
有几项研究比较了不同主题的三种不同类型的问题(概念、算法和图形),然而,很少有研究专门针对资优学生。这项研究解决了这一差距。因此,本研究的目的是确定资优学生在这三种测试中的表现是否存在显著差异。这项研究涉及115名年龄在17到18岁之间的天才学生。他们对三个不同的测试做出了反应,每个测试包含10个相同内容的测试项目。在支持概念测试的概念与算法、支持概念测试的概念与图形以及支持算法测试的算法与图形之间的表现中观察到显着差异。此外,统计分析结果显示,与算法和概念测试相比,学生在图形测试中的表现明显较差。这些结果表明,需要提高学生的图形技能,以促进更好地理解物理概念。应采取适当步骤,提高他们解释和分析图形表示的熟练程度。关键词:算法理解,概念理解,图形理解,资优学生,物理教育
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引用次数: 0
EFFECTS OF LEARNER-CENTERED INTERVENTIONS IN SCIENCE LEARNING: COMPARING EYE MOVEMENT IN EYE MOVEMENT MODELING EXAMPLES AND PROMPTING 以学习者为中心的干预在科学学习中的作用&眼动建模实例与提示中眼动的比较
IF 1.2 4区 教育学 Q3 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-08-25 DOI: 10.33225/jbse/23.22.579
Hana Choi, Ilho Yang, Seongun Kim, Sungman Lim
An integrated understanding of illustrations and texts is crucial for students to comprehend science teaching learning materials. Intervention methods can be employed to facilitate this integrated understanding. This study examined the effects of Eye Movement Modeling Examples (EMME) and Prompting interventions on the learning of illustrated scientific texts among primary school students. Furthermore, the study compared the reading strategies and learning comprehension of fifth-grade students who utilized EMME, an approach that facilitates learning through observational methods, with those who used Prompting, a method that directly guides learning through linguistic information. The study analysis revealed that EMME had a significantly greater effect on integrated reading strategies and learning comprehension compared with Prompting. Specifically, the EMME group exhibited an integrated reading strategy that involved relating the illustrations and texts, whereas the Prompting group and the control group did not demonstrate the same strategy. In addition, the post-test results indicated that the EMME group achieved higher average scores in verbal and pictorial factors compared with the other two groups.Keywords: eye movement modeling examples, learner-oriented intervention, science education, science learning, South Korea
对插图和课文的综合理解对学生理解科学教学材料至关重要。可以采用干预方法来促进这种综合理解。本研究考察了眼动模拟实例和提示干预对小学生科学课文插图学习的影响。此外,本研究还比较了五年级学生使用EMME(一种通过观察方法促进学习的方法)和使用提示(一种通过语言信息直接指导学习的方法)的阅读策略和学习理解。研究分析表明,EMME对综合阅读策略和学习理解的影响显著高于提示语。具体来说,EMME组表现出了一种包括将插图和文本联系起来的综合阅读策略,而提示组和对照组则没有表现出相同的策略。此外,测试后结果表明,与其他两组相比,EMME组在语言和图像因素方面的平均得分更高。关键词:眼动建模实例,学习者导向干预,科学教育,科学学习,韩国
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引用次数: 0
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Journal of Baltic Science Education
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