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Characterizing epistemic atomic modeling knowledge 表征认知原子建模知识
IF 3.2 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-08-19 DOI: 10.1039/D4RP00360H
Salawat Lateef, Emmanuel Echeverri-Jimenez and Morgan Balabanoff

Engaging in the practice of modeling is one of the core skills identified in the Next Generation Science Standards for K-12 Science Education. Drawing on the findings of fifty years of chemical education research on students’ comprehension of atomic theory and the nature of matter, we argue that student's capacity to model abstract chemical phenomena is important to acquire a deeper conceptual understanding. In this project, we explored how the knowledge of what counts as a scientific model is structured across six modeling dimensions in undergraduate general chemistry students and how that perception interplays with their interpretation of different atomic models. Analysis of semi-structured interviews shows that students possess relatively unsophisticated and unstable knowledge of the nature of scientific models. However, we observed a temporal improvement when their ideas are situated in a context over the course of the interview. Also, students interestingly invoked different ideas to justify the most accurate way of representing the atom, falling back on their perceptions of what serves as a good scientific model. These results have implications for supporting student engagement in the practice of modeling in general chemistry, specifically, when external feedback would be useful for supporting learners in integrating their content knowledge with their modeling knowledge.

参与建模实践是《K-12科学教育下一代科学标准》确定的核心技能之一。根据50年来对学生对原子理论和物质本质的理解的化学教育研究结果,我们认为学生对抽象化学现象的建模能力对于获得更深层次的概念理解非常重要。在这个项目中,我们探索了普通化学本科学生如何在六个建模维度上构建科学模型的知识,以及这种感知如何与他们对不同原子模型的解释相互作用。对半结构化访谈的分析表明,学生对科学模型本质的认识相对简单和不稳定。然而,我们观察到,在采访过程中,当他们的想法被置于一个语境中时,他们的反应会有暂时的改善。此外,有趣的是,学生们引用了不同的观点来证明最准确地表示原子的方式,依靠他们对什么是好的科学模型的看法。这些结果对支持学生参与普通化学建模的实践具有启示意义,特别是当外部反馈对支持学习者将其内容知识与建模知识整合起来有用时。
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引用次数: 0
Identification and reduction of critical errors in basic laboratory practical: utilizing video tutorials as a tool for enhancing efficiency 识别和减少基本实验室实践中的关键错误:利用视频教程作为提高效率的工具
IF 3.2 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-08-18 DOI: 10.1039/D5RP00229J
Radana Koudelíková, Eliška Moldříková and Pavel Štarha

Practical laboratory training is a cornerstone of education in all chemistry-related disciplines at universities. The primary goal is to teach students the correct execution of fundamental laboratory practical, which serves as a foundation for more complex, specialized techniques that are crucial for their professional careers. Laboratory practice can be challenging to master, as it requires the seamless integration of theoretical knowledge with practical application. Students often struggle to comprehend these methods and to identify key information during their studies, which was the key issue that this study focused on. To address the main research question, it was necessary to produce highly effective instructional videos that identified critical steps, which students often overlook, leading to incorrect execution of fundamental laboratory practical. In the first part of the study, these critical steps were identified by instructors of laboratory practical in first-year university students for two basic techniques: filling a volumetric flask in a pH experiment and vacuum filtration using a Büchner funnel. The problematic steps were then incorporated into the creation, filming, editing, addition of effects, and voice-over commentary for the aforementioned techniques. These specially tailored videos were integrated into the curriculum and assessed for their effectiveness in addressing the identified critical steps. The results clearly indicate a significant improvement in the execution of both techniques, with students better recognizing the important steps, and previously incorrect steps being minimized. The incorporation of these customized videos into the curriculum was also supported by the students themselves. Our results suggest that the integration of theoretical knowledge and practical skills is the key factor for success in appropriate laboratory practice and the understanding of individual laboratory techniques. Multimedia materials can assist students in better comprehending the described steps through visualization, thereby reinforcing their theoretical knowledge.

实践实验训练是大学所有化学相关学科教育的基石。主要目标是教会学生正确执行基本的实验室实践,这是为他们的职业生涯至关重要的更复杂的专业技术奠定基础。实验室实践是具有挑战性的,因为它需要理论知识与实际应用的无缝结合。学生在学习过程中往往难以理解这些方法并识别关键信息,这是本研究关注的关键问题。为了解决主要的研究问题,有必要制作高效的教学视频,以确定学生经常忽略的关键步骤,从而导致错误地执行基本的实验室实践。在研究的第一部分,这些关键步骤由大学一年级学生的实验室实践讲师确定为两个基本技术:在pH实验中填充容量烧瓶和使用b chner漏斗进行真空过滤。然后将有问题的步骤整合到上述技术的创作,拍摄,编辑,添加效果和旁白评论中。这些特别制作的录象已纳入课程,并对其在处理已确定的关键步骤方面的有效性进行了评估。结果清楚地表明,两种技术的执行有了显著的改善,学生更好地认识到重要的步骤,以前错误的步骤被最小化。将这些定制视频纳入课程也得到了学生们自己的支持。我们的研究结果表明,理论知识和实践技能的结合是成功进行适当的实验室实践和理解个别实验室技术的关键因素。多媒体材料可以通过可视化的方式帮助学生更好地理解所描述的步骤,从而加强他们的理论知识。
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引用次数: 0
Lowering the activation barrier to create a constructively aligned undergraduate chemistry laboratory experience – a review of innovations in assessments and course design 降低激活障碍,创造一个建设性的本科化学实验室经验-评估和课程设计的创新回顾
IF 3.2 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-08-15 DOI: 10.1039/D5RP00050E
Chun-wan Timothy Lo and Sharonna Greenberg

Reimagining laboratory education in chemistry can help address demands to revitalize the undergraduate chemistry curriculum. In doing so, we can help students think like scientists and connect chemistry to other disciplines. Historically, undergraduate laboratories were taught through expository experiments coupled with traditional lab reports. However, these practices do not allow for constructive alignment of the curriculum, because the assessments target the cognitive domain of learning while the learning outcomes and class activities target the psychomotor domain. This lack of alignment also limits meaningful learning in the laboratory, at the heart of the cognitive, affective, and psychomotor domains. This review summarises some recent innovations in course design and assessments for undergraduate level laboratory courses. Overall, we aspire to lower the activation energy barrier for educators to find and implement curricular reforms in laboratory education that are constructively aligned within their course. We structure this review under the major learning outcomes of laboratory instruction, defined by Reid and Shah: (1) linking cognitive and psychomotor domains; (2) developing practical skills; (3) designing experiments; and (4) improving transferable skills, which are further separated into scientific writing, oral communication, and peer learning.

重新构想化学实验教育有助于解决振兴本科化学课程的需求。通过这样做,我们可以帮助学生像科学家一样思考,并将化学与其他学科联系起来。从历史上看,本科实验室是通过说明性实验和传统的实验报告相结合的方式进行教学的。然而,这些实践不允许课程的建设性协调,因为评估的目标是学习的认知领域,而学习成果和课堂活动的目标是精神运动领域。这种缺乏一致性也限制了实验室中有意义的学习,这是认知、情感和精神运动领域的核心。本文综述了近年来在本科水平实验课程设计和评估方面的一些创新。总的来说,我们渴望降低活化能障碍,使教育者能够在实验教育中发现和实施课程改革,这些改革在他们的课程中是建设性的。我们根据Reid和Shah定义的实验室教学的主要学习成果来构建这篇综述:(1)连接认知和精神运动领域;(2)培养实用技能;(3)设计实验;(4)提高可转移技能,可转移技能进一步分为科学写作、口头交流和同伴学习。
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引用次数: 0
Using the EPIC (exposure, persuasion, identification, and commitment) to develop a measure of student buy-in to laboratory learning goals 使用EPIC(暴露,说服,识别和承诺)来开发学生对实验室学习目标的支持的度量
IF 3.2 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-08-14 DOI: 10.1039/D5RP00203F
Elizabeth B. Vaughan, A. Montoya-Cowan and Jack Barbera

Buy-in has been described as the series of judgements students make when deciding to engage with a pedagogical practice. Buy-in to pedagogical practices is known to have a meaningful impact on students’ engagement in learning environments, making it a construct of interest for researchers and practitioners. This study develops a measure of student buy-in to faculty defined laboratory learning goals by adapting an existing measure which operationalizes the construct in terms of Exposure, Persuasion, Identification, and Commitment (EPIC). The adapted measure presented in this study, deemed the EPIC-LaG (Laboratory Goals), was developed using learning goals for general and organic chemistry laboratory courses and psychometrically evaluated. Evidence related to response process indicated that students were interpreting and responding to EPIC-LaG items as intended. Structural validity evidence provided support for the unidimensional constructs of Exposure, Persuasion, Identification, and Commitment, as well as for the structural model relating the constructs. Single administration reliability evidence provided support for the internal consistency of the items. Finally, evidence of scalar measurement invariance was found for each group in the study, demonstrating the generalizability of the structural model across groups, which provides support for comparisons made between them. When comparisons were investigated, differences in buy-in pathways were identified between general and organic chemistry laboratory courses, and between ‘cookbook’ and argument-driven inquiry style general chemistry laboratory courses. This study provides psychometric evidence to support the interpretation of EPIC-LaG data and serves as a foundation for others interested in adapting the EPIC-LaG to investigate students’ buy-in to their laboratory learning goals.

买进被描述为学生在决定参与教学实践时所做的一系列判断。众所周知,对教学实践的认同对学生参与学习环境有意义的影响,使其成为研究人员和实践者感兴趣的结构。本研究开发了一种衡量学生对教师定义的实验室学习目标的支持的方法,该方法采用了一种现有的测量方法,该方法在暴露、说服、识别和承诺(EPIC)方面进行了操作。本研究中提出的适应性测量,被认为是EPIC-LaG(实验室目标),是根据普通化学和有机化学实验课程的学习目标开发的,并进行了心理测量学评估。与反应过程相关的证据表明,学生对EPIC-LaG项目的解释和反应符合预期。结构效度证据为暴露、说服、认同和承诺的单维构念以及相关构念的结构模型提供了支持。单给药信度证据为项目的内部一致性提供了支持。最后,在研究中发现了每个组的标量测量不变性的证据,证明了结构模型在组间的泛化性,为它们之间的比较提供了支持。当进行比较调查时,在普通化学和有机化学实验课程之间,以及在“烹饪书”和论证驱动型探究风格的普通化学实验课程之间,确定了购买途径的差异。本研究提供了心理测量学证据来支持EPIC-LaG数据的解释,并为其他有兴趣利用EPIC-LaG来调查学生对实验室学习目标的支持提供了基础。
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引用次数: 0
Problem-based learning with scaffolding assisted by mobile technology: enhancing students' understanding of chemical kinetics 移动技术辅助下的基于问题的脚手架式学习:增强学生对化学动力学的理解
IF 3.2 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-08-13 DOI: 10.1039/D5RP00209E
Tadesse Hagos and Abayneh Lemma

Chemical kinetics is a vital yet conceptually abstract, mathematically demanding, and often challenging topic for secondary school students, necessitating innovative instructional approaches to improve conceptual understanding, foster real-world relevance, and strengthen problem-solving skills. This study examined the impact of integrating Problem-Based Learning (PBL) supported by mobile technology and structured scaffolding on students’ conceptual learning of chemical kinetics in non-governmental secondary schools in Addis Ababa, Ethiopia. A mixed-methods intervention research design was employed, involving three instructional groups: (1) PBL with mobile technology and scaffolding, (2) PBL with scaffolding alone, and (3) conventional lecture-based instruction. The instructional content addressed core topics including reaction rates, factors affecting rates, rate laws, and graphical interpretation of rate data. Quantitative data were collected through pre- and post-tests, with analyses providing evidence supporting the validity of the data for this specific population, and analyzed using Analysis of Covariance (ANCOVA). Qualitative data were gathered through semi-structured interviews and classroom observations to capture students’ engagement levels, collaborative learning experiences, and perceptions of the instructional strategies. Post-test findings showed a statistically significant instructional effect (p < 0.001), with the PBL with mobile technology and scaffolding group achieving the highest mean score (M = 44.24), followed by the PBL with scaffolding group (M = 37.03), and the lecture-based group (M = 31.00). Qualitative findings highlighted enhanced student engagement, collaboration, and problem-solving confidence, with mobile simulations helping make abstract reactions more concrete. A post hoc analysis further confirmed the robustness of the intervention effect across subgroups. The study concludes that integrating PBL with mobile technology and scaffolding offers an effective instructional model for improving conceptual understanding in chemical kinetics and recommends expanding access to mobile learning tools and incorporating technology-enhanced PBL in science curricula.

化学动力学是一个重要但概念抽象,数学要求高,对中学生来说往往具有挑战性的主题,需要创新的教学方法来提高概念理解,培养现实世界的相关性,并加强解决问题的能力。本研究考察了在埃塞俄比亚亚的斯亚贝巴的非政府中学中,由移动技术和结构化脚手架支持的基于问题的学习(PBL)对学生化学动力学概念学习的影响。采用混合方法的干预研究设计,包括三个教学组:(1)PBL结合移动技术和脚手架,(2)PBL单独有脚手架,(3)传统的基于讲座的教学。教学内容涉及的核心主题包括反应速率、影响速率的因素、速率定律以及速率数据的图形解释。通过前后检验收集定量数据,分析为该特定人群的数据有效性提供证据,并使用协方差分析(ANCOVA)进行分析。通过半结构化访谈和课堂观察收集定性数据,以捕捉学生的参与水平、合作学习经历和对教学策略的看法。后测结果显示教学效果具有统计学意义(p < 0.001),其中移动技术PBL和支架组的平均得分最高(M = 44.24),其次是支架组(M = 37.03)和讲座组(M = 31.00)。定性研究结果强调,移动模拟有助于将抽象反应变得更加具体,从而增强了学生的参与度、协作性和解决问题的信心。事后分析进一步证实了跨亚组干预效果的稳健性。该研究的结论是,将PBL与移动技术和脚手架相结合,为提高对化学动力学概念的理解提供了一种有效的教学模式,并建议扩大移动学习工具的使用范围,并将技术增强的PBL纳入科学课程。
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引用次数: 0
Socratic method of questioning: the effect on improving students' understanding and application of chemical kinetics concepts 苏格拉底式提问法:对提高学生对化学动力学概念的理解和应用的影响
IF 3.2 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-08-13 DOI: 10.1039/D5RP00216H
Tadesse Hagos

Students in Ethiopian secondary schools frequently encounter persistent difficulties in understanding complex chemistry concepts such as chemical kinetics, largely due to the prevalence of teacher-centered, lecture-based instructional approaches. This study examined the effectiveness of Socratic questioning as a pedagogical strategy to enhance Grade 11 students’ conceptual understanding of chemical kinetics in non-governmental secondary schools in Addis Ababa. Anchored in a constructivist epistemology and employing a pragmatic, mixed-methods design, the research integrated quantitative quasi-experimental pre-test/post-test control group design with qualitative interviews and classroom observations. Quantitative data from 100 students (50 in the experimental group and 50 in the control group) were analyzed using ANOVA and ANCOVA. While the pre-test scores showed a modest but statistically significant difference favoring the experimental group, ANCOVA results revealed a substantial post-test performance advantage for students taught through Socratic questioning (M = 78.6, SD = 6.34) over those in the control group (M = 52.3, SD = 5.46), F(1, 97) = 489.12, p < 0.001, with a large effect size (η2 = 0.83). This indicates that Socratic questioning accounted for a significant proportion of the variance in post-test outcomes, confirming its powerful impact on students’ conceptual learning. Qualitative findings from semi-structured interviews with 12 purposively selected students and classroom observations supported the quantitative results. Four core themes emerged: (1) enhanced understanding of chemical kinetics, where students described a shift from rote memorization to active conceptual reasoning; (2) increased engagement and participation, with classrooms becoming interactive, inclusive, and dialogic; (3) improvement in critical thinking skills, as students demonstrated deeper analysis, reasoning, and problem-solving abilities; and (4) empowerment and confidence, with students reporting greater academic self-efficacy, reduced fear of failure, and increased willingness to engage in learning activities. While the study demonstrates clear instructional benefits within the specific context of a four-week unit in a limited sample, its findings offer important insights into how dialogic, inquiry-driven instruction can address persistent pedagogical challenges in Ethiopian science education. It recommends integrating this approach into secondary school science classrooms while encouraging further research across varied educational settings, subjects, and longer intervention periods to explore its broader applicability and sustained impact.

埃塞俄比亚中学的学生在理解化学动力学等复杂化学概念方面经常遇到持续的困难,这主要是由于普遍采用以教师为中心、以讲座为基础的教学方法。本研究考察了在亚的斯亚贝巴的非政府中学,苏格拉底式提问作为一种教学策略在提高11年级学生对化学动力学概念理解方面的有效性。本研究以建构主义认识论为基础,采用实用的混合方法设计,将定量准实验前测/后测控制组设计与定性访谈和课堂观察相结合。采用方差分析(ANOVA)和方差分析(ANCOVA)对100名学生(实验组50名,对照组50名)的定量数据进行分析。虽然测试前分数显示实验组有适度但有统计学意义的差异,但ANCOVA结果显示,通过苏格拉底式提问教学的学生比对照组(M = 52.3, SD = 5.46)有显著的测试后表现优势(M = 78.6, SD = 6.34), F(1,97) = 489.12, p < 0.001,效应量很大(η2 = 0.83)。这表明苏格拉底式提问在测试后结果的差异中占很大比例,证实了它对学生概念学习的强大影响。从对12名有目的选择的学生的半结构化访谈和课堂观察得出的定性结果支持了定量结果。出现了四个核心主题:(1)增强了对化学动力学的理解,学生们描述了从死记硬背到积极概念推理的转变;(2)增加参与和参与,课堂变得互动、包容和对话;(3)批判性思维能力的提高,因为学生表现出更深入的分析、推理和解决问题的能力;(4)授权和信心,学生报告更大的学术自我效能感,减少对失败的恐惧,并增加了参与学习活动的意愿。虽然这项研究在一个有限样本的为期四周的单元的特定背景下证明了明确的教学益处,但它的发现为对话、探究驱动的教学如何能够解决埃塞俄比亚科学教育中持续存在的教学挑战提供了重要的见解。它建议将这种方法整合到中学科学课堂中,同时鼓励在不同的教育环境、科目和更长的干预期间进行进一步的研究,以探索其更广泛的适用性和持续的影响。
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引用次数: 0
Exploring the effect of a technology-supported science writing heuristic approach on pre-service science teachers’ written argumentation, representation, and reasoning 探索科技支持科学写作启发式方法对职前科学教师书面论证、表征和推理的影响
IF 3.2 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-08-12 DOI: 10.1039/D5RP00002E
Azize Nur İnan, Fatma Yaman and Brian Hand

This study examined the utilization and correlation of written argumentation, multiple representations, and reasoning of pre-service science teachers (PSTs) in three learning environments (normal laboratory, virtual laboratory, and mixed laboratory) based on the Science Writing Heuristic (SWH) approach. An embedded single case design was employed in the study with the sample consisting of 20 first-year PSTs. Data consisted of 262 SWH laboratory reports prepared by the PSTs in a Chemistry 1 course over one semester. The SWH laboratory reports were analyzed using rubrics in three dimensions: argument quality, multiple representations, and reasoning. Friedman, Wilcoxon and Spearman Correlation tests were used in analyzing the holistic rubric scores. The results revealed that PSTs’ use of argument, multiple levels of representation, and reasoning were parallel to each other especially in virtual and mixed learning environments. There was a significant positive correlation between argument, representation, and reasoning in each learning environment. When compared to virtual and normal lab environments, there was a statistically significant difference in favor of mixed lab in terms of argument, multiple representations, and reasoning. Additionally, incorporating writing-to-learn activities and small and whole class discussions are recommended to enhance learning.

本研究基于科学写作启发式(SWH)方法,考察了职前科学教师在正常实验室、虚拟实验室和混合实验室三种学习环境下书面论证、多重表征和推理的运用及其相关性。本研究采用嵌入式单病例设计,样本由20名一年级pst组成。数据由化学1课程的PSTs在一个学期内编写的262份SWH实验室报告组成。SWH实验室报告使用三个维度的标准进行分析:论证质量、多重表征和推理。采用Friedman, Wilcoxon和Spearman相关检验分析整体评分。结果表明,在虚拟和混合学习环境中,PSTs在论证、多层次表征和推理方面的使用是平行的。在每个学习环境中,论证、表征和推理之间存在显著的正相关。与虚拟和正常的实验室环境相比,在论证、多重表示和推理方面,混合实验室有统计学上显著的差异。此外,建议结合写作学习活动和小型和全班讨论来提高学习效果。
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引用次数: 0
Arrows first? – a qualitative exploration of how mechanistic organic chemistry is taught in the A-level curriculum in England† 箭吗?-对英国a -level课程中如何教授机械有机化学的定性探索†
IF 3.2 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-08-06 DOI: 10.1039/D5RP00089K
Kristy L. Turner, Nathan Owston, Carl Poree, Colin Evans, Ali Mohammed and Maha Khan

Student difficulties with the curly-arrow model in mechanistic organic chemistry have been the subject of a great deal of research. The inclusion of curly arrow mechanisms in an organic chemistry curriculum presents an opportunity for students to develop skills in problem solving which are useful both in higher education and employment so the topic has utility beyond content knowledge. An arrows first approach to organic mechanism has been suggested as an effective teaching strategy to prevent the development of misconceptions which may undermine a student's achievement and cause difficulties with further study. Through the lens of the A-level in chemistry, a regulated national qualification covering significant mechanistic chemistry content, we have evaluated a range of evidence to explore how mechanistic organic chemistry is taught. Taking a holistic overview of the curriculum we show that many aspects of the curriculum support an arrows first approach to teaching including the implemented and assessed curriculum, both influenced by examination boards. However we also found that a much larger proportion of teaching time, effort and assessment is devoted to case-study mechanisms, generally organised by functional group. These may be memorised by students, undermining an arrows first focus. Moreover, although we found our sample of teacher respondents were generally positive about teaching the fundamentals of the curly arrow model we also found a lack of accessible classroom resources and professional development to support teaching using an arrows first approach. In light of the published aims of the A-level in chemistry, this research has implications for policy and practice in the 16–18 chemistry curriculum for educators, examination boards and regulators.

在机械有机化学中,学生对卷箭头模型的理解困难一直是大量研究的主题。在有机化学课程中包含卷曲箭头机制为学生提供了一个发展解决问题技能的机会,这些技能在高等教育和就业中都很有用,因此该主题具有超越内容知识的效用。对有机机制的箭头优先方法被认为是一种有效的教学策略,以防止误解的发展,这种误解可能会破坏学生的成就并给进一步的学习带来困难。通过化学a -level(涵盖重要机械化学内容的规范国家资格考试)的视角,我们评估了一系列证据,以探索如何教授机械有机化学。通过对课程的整体概述,我们发现课程的许多方面都支持箭头优先的教学方法,包括实施和评估课程,两者都受考试委员会的影响。然而,我们也发现,更大比例的教学时间、精力和评估用于案例研究机制,通常由功能小组组织。这些可能会被学生记住,破坏了“箭头优先”的重点。此外,尽管我们发现我们的受访教师样本普遍对卷曲箭头模型的基础教学持积极态度,但我们也发现缺乏可用的课堂资源和专业发展来支持使用箭头优先方法的教学。鉴于A-level化学的公开目标,这项研究对教育工作者、考试委员会和监管机构在16-18年级化学课程的政策和实践具有启示意义。
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引用次数: 0
Reasoning through uncertainty: expert chemists’ analogical thinking on a novel problem 不确定性推理:专家化学家对新问题的类比思考
IF 3.2 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-07-28 DOI: 10.1039/D5RP00102A
Kyle Bergeron, Diren Pamuk Turner and David Hammer

Chemistry education has begun to consider disciplinary practices as complementary to traditional instruction of content knowledge. A challenge in this, however, is that our understanding of the latter is far more developed: given a canonical question, it is more obvious to instructors whether a student's reasoning is correct than if it reflects productive approaches to sensemaking. In this study, we investigated how expert chemists approach sensemaking when challenged with a novel question. Here we focus on a prominent aspect of the results, the experts’ pervasive use of analogies, defined as explicit references to previous knowledge from other situations. The findings reinforce the importance of analogical reasoning in disciplinary expertise. Descriptions of how chemists’ reason in novel situations will help educators recognize the productivity of students’ sensemaking independent of its correctness.

化学教育已经开始考虑将学科实践作为传统内容知识教学的补充。然而,其中的一个挑战是,我们对后者的理解要发达得多:给定一个典型的问题,对于教师来说,学生的推理是否正确比它是否反映了富有成效的意义构建方法更明显。在这项研究中,我们研究了当面对一个新问题时,专家化学家是如何处理语义的。在这里,我们关注结果的一个突出方面,专家普遍使用类比,定义为从其他情况明确引用先前的知识。研究结果强化了类比推理在学科专业知识中的重要性。对化学家如何在新情况下推理的描述将帮助教育者认识到学生独立于其正确性的意义建构的生产力。
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引用次数: 0
Using social network analysis method to explore the cognitive knowledge structures of different high school student groups on the topic of “ethanol” 运用社会网络分析法探讨不同高中生群体对“乙醇”话题的认知知识结构
IF 3.2 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2025-07-25 DOI: 10.1039/D5RP00091B
Shang Dou, Qing Zhou, Weiping Hu, Xipei Guo and Yujing Guo

This study used a graph theory-based social network analysis method to explore the cognitive knowledge structures of groups of high school students with different achievement levels on the topic of ethanol. Its aim was to provide practical suggestions for classroom-based teaching of different student groups. Semi-structured interviews were used to collect data on the ethanol knowledge of students at three different achievement levels from a high school in Shenzhen, China. Each of these three levels consisted of 23 students, for a total of 69 students. Interviews were conducted one week after the students had received ethanol instruction. Subsequently, the interview records for each student were transformed into an individual-student co-occurring phrases matrix. The co-occurring phrases matrices of the 23 students in each group were ultimately combined into a larger group co-occurring phrases matrix for evaluation using social network analysis. Data on cognitive knowledge structures were analyzed along three dimensions: structural features, content based on organizational features, and learning difficulties. The results revealed that, on the topic of ethanol, (1) the students with the highest academic achievement constructed a cognitive knowledge structure with more nodes, connections, and greater integration compared to the group with the lowest academic achievement; (2) the organization and content of the cognitive knowledge structures on ethanol differed among different student achievement levels; e.g., the node categories with the ability to control the exchange of information were more diversified in the high-achieving student group, while those of the low-achieving group were more homogeneous, and the organization of the former's cognitive knowledge structure was clearer than that of the latter; and (3) all student groups experienced learning difficulties with certain ethanol contents, including odor, symbolic representation, oxidation by strong oxidants, and structure–property linkages.

本研究采用基于图论的社会网络分析方法,探讨不同成绩水平高中生群体对乙醇话题的认知知识结构。其目的是为不同学生群体的课堂教学提供实用的建议。采用半结构化访谈的方法收集了中国深圳一所高中三种不同成绩水平学生的乙醇知识数据。这三个级别每个级别由23名学生组成,总共69名学生。访谈在学生接受乙醇指导一周后进行。随后,每个学生的访谈记录被转换成一个个人-学生共现短语矩阵。每组23名学生的共现短语矩阵最终合并成一个更大的群体共现短语矩阵,使用社会网络分析进行评估。从结构特征、基于组织特征的内容和学习困难三个维度分析认知知识结构数据。结果表明,在乙醇主题上,(1)学习成绩最高的学生构建的认知知识结构比学习成绩最低的学生具有更多的节点、连接和更强的整合性;(2)不同成绩水平学生对乙醇认知知识结构的组织和内容存在差异;例如,具有信息交换控制能力的节点类别在学习成绩高的学生群体中更为多样化,而在学习成绩低的学生群体中更为同质化,并且前者的认知知识结构的组织比后者更加清晰;(3)所有学生组都经历了一定乙醇含量的学习困难,包括气味、符号表征、强氧化剂氧化和结构-性质联系。
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Chemistry Education Research and Practice
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