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“I guess it was more than just my general knowledge of chemistry”: exploring students’ confidence judgments in two-tiered assessments “我想这不仅仅是我的化学常识”:在两层评估中探究学生的信心判断
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-08-15 DOI: 10.1039/D3RP00127J
Casandra Koevoets-Beach, Karen Julian and Morgan Balabanoff

Two-tiered assessment structures with paired content and confidence items are frequently used within chemistry assessments to stimulate and measure students’ metacognition. The confidence judgment is designed to promote students’ reflection on their application of content knowledge and can be characterized as calibrated or miscalibrated based on their accuracy. Previous studies often attributed students’ miscalibrated confidence rankings to metaignorance, however, in this qualitative study, interviews with general chemistry students were thematically analysed to provide a more robust understanding of the processes and factors students use when engaging with these metacognitive prompts in a chemistry assessment. Both calibrated and miscalibrated confidence judgments were observed independent of accuracy. Students who provided miscalibrated confidence judgments often used unreliable metrics such as processing fluency which can mimic content mastery whereas students who provided more accurate evaluations of their confidence relied more heavily on their stable understanding of chemistry concepts. Many students cited previous experiences, underlying self-efficacy beliefs, and/or the use of test-taking strategies which negatively or positively impacted their confidence. These findings suggest that the confidence tier is indeed capturing students’ self-assessment, however, students’ confidence judgments are based on a range of factors independent of content knowledge which may impede on the utility of this metacognitive tool for students, researchers, and instructors.

化学评估中经常使用内容和信心项目配对的双层评估结构来刺激和测量学生的元认知。置信度判断旨在促进学生对其内容知识应用的反思,并可根据其准确性将其定性为校准或错误校准。先前的研究经常将学生的信心排名错误归因于元无知,然而,在这项定性研究中,对普通化学学生的访谈进行了主题分析,以更有力地了解学生在化学评估中使用这些元认知提示时使用的过程和因素。校准和错误校准的置信度判断与准确性无关。提供错误的置信度判断的学生通常使用不可靠的指标,如处理流畅度,这可能会模仿内容掌握,而提供更准确的置信度评估的学生则更依赖于他们对化学概念的稳定理解。许多学生列举了以前的经历、潜在的自我效能信念和/或对他们的信心产生负面或正面影响的考试策略的使用。这些发现表明,信心等级确实反映了学生的自我评估,然而,学生的信心判断是基于一系列独立于内容知识的因素,这些因素可能会阻碍这种元认知工具对学生、研究人员和教师的使用。
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引用次数: 0
Design and impact of a stoichiometry voluntary online course for entering first-year STEM college students† 为 STEM 大一新生设计的化学计量自愿在线课程及其影响†。
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-08-10 DOI: 10.1039/D3RP00179B
Brayan Díaz and Arie Aizman

The paper presents the design and evaluation of a voluntary online introductory stoichiometry (VOIS) course aimed at facilitating the transition from secondary to higher education. The course utilized simple analogies and adaptive feedback through a formative scaffolding assessment. The study assessed the effectiveness of the VOIS course through pre- and post-knowledge tests, analysis of students' performance in general chemistry, and course evaluation surveys conducted at a Latin American University between 2019 and 2021. A total of 3995 first-year STEM students enrolled in the course voluntarily, and 358 students successfully completed it. The results showed a statistically significant improvement in stoichiometry-related knowledge, with the pre–post test scores increasing from 4.61 to 6.55 out of 10. The matched sample analysis, which only included students with 100% participation, demonstrated a statistically significant improvement in stoichiometry and related knowledge from 5.31 to 6.61. Furthermore, an analysis comparing the performance of students who completed the VOIS course with those who didn't reveal that the former group outperformed the latter by an average of 10.6 points in the general chemistry course. This statistically significant difference exhibited a large effect size (d = 0.8). In addition, a matching technique was employed to construct a synthetic control group in order to reduce bias in the quasi-experimental design. A successful propensity score analysis was conducted, controlling for variables such as gender, grade in high school, scores in the national test, and student ranking in their high school. The results of this analysis showed a statistically significant improvement of 8.6 points in the general chemistry performance for students who completed the VOIS course compared to those who did not enroll in the course. Furthermore, the feedback from 129 respondents indicated that 80% of the students either liked the VOIS course or liked it very much, with an overall satisfaction rating of 3.1 on a four-point scale. In conclusion, the VOIS course demonstrated positive outcomes in terms of enhanced stoichiometry knowledge, academic performance, and student satisfaction. These findings highlight the potential of online courses like VOIS in facilitating the transition to higher education.

本文介绍了自愿在线入门化学计量学(VOIS)课程的设计和评估,旨在促进从中学到高等教育的过渡。该课程通过形成性支架评估利用简单的类比和适应性反馈。该研究通过知识前后测试、学生普通化学成绩分析以及 2019 年至 2021 年期间在一所拉美大学进行的课程评估调查,评估了 VOIS 课程的有效性。共有 3995 名 STEM 一年级学生自愿选修了该课程,其中 358 名学生顺利完成了课程。结果显示,化学计量学相关知识在统计学上有了显著提高,前测分数从 4.61 分提高到 6.55 分(满分 10 分)。配对样本分析(只包括 100%参与的学生)显示,计量学及相关知识在统计上有了显著提高,从 5.31 分提高到 6.61 分。此外,对完成 VOIS 课程和未完成课程的学生的成绩进行比较分析后发现,前者在普通化学课程中的成绩比后者平均高出 10.6 分。这一统计学上的显著差异显示出较大的效应大小(d = 0.8)。此外,为了减少准实验设计中的偏差,还采用了匹配技术来构建一个合成对照组。在控制了性别、高中年级、全国考试成绩和学生在高中的排名等变量后,成功地进行了倾向得分分析。分析结果显示,完成 VOIS 课程的学生与未参加该课程的学生相比,普通化学成绩提高了 8.6 分,具有显著的统计学意义。此外,129 名受访者的反馈表明,80% 的学生喜欢或非常喜欢 VOIS 课程,在四分制中的总体满意度为 3.1。总之,VOIS 课程在提高化学计量学知识、学习成绩和学生满意度方面都取得了积极成果。这些发现凸显了像 VOIS 这样的在线课程在促进学生向高等教育过渡方面的潜力。
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引用次数: 0
Enabling general chemistry students to take part in experimental design activities 让普通化学学生参与实验设计活动
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-08-04 DOI: 10.1039/D3RP00088E
Jennifer Scoggin and K. Christopher Smith

In this study, we analyzed how general chemistry students generated experimental designs corresponding to general chemistry questions such as the ones typically found in general chemistry textbooks. We found that students were very successful in including experimental design aspects that were explicitly mentioned in the general chemistry questions, but less successful in including other experimental design aspects. We also analyzed the outcomes of students engaging in the counterpart process – expressing general chemistry laboratory experiments as typical general chemistry questions. We found that that students were very successful in considering the various components associated with expressing the experiments when considering each of the various components one at a time, but less successful when considering the various components at the same time. Considerations and suggestions for implementing these types of activities to enable a wide variety of general chemistry students to take part in experimental design are discussed. Implications for research and teaching, including a consideration of ChatGPT, are also presented.

在这项研究中,我们分析了普通化学学生如何生成与普通化学问题相对应的实验设计,例如普通化学教科书中常见的问题。我们发现,学生们在包括一般化学问题中明确提到的实验设计方面非常成功,但在包括其他实验设计方面则不太成功。我们还分析了学生参与对应过程的结果——将普通化学实验室实验表达为典型的普通化学问题。我们发现,当学生们一次一个地考虑各个组成部分时,他们在考虑与表达实验相关的各个组成部分方面非常成功,但当学生们同时考虑各个组成时,他们就不那么成功了。讨论了实施这些类型的活动以使各种各样的普通化学学生能够参与实验设计的考虑和建议。还介绍了对研究和教学的启示,包括对ChatGPT的考虑。
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引用次数: 0
Pre-service chemistry teachers’ understanding of knowledge related to climate change 职前化学教师对气候变化相关知识的理解
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-07-27 DOI: 10.1039/D3RP00024A
Yanlan Wan, Xiaoyu Ding and Hairong Yu

Climate change presents a global human challenge, and many countries are paying increased attention to climate change issues. Chemistry plays a critical role in addressing climate change. The dual nature of pre-service chemistry teachers’ identity determines the importance of their understanding of climate change. This study employed a phenomenography methodological framework and semi-structured interviews to explore 16 pre-service chemistry teachers’ understanding of climate change's manifestations, causes, impacts, and ways to cope with climate change. The results showed that although pre-service chemistry teachers had a certain knowledge of climate change, their understanding of the concepts of climate change, global climate warming, and greenhouse effects and their interrelatedness was ambiguous or false. Their explanations of the harm caused by acid rain, the mechanism of ozone layer destruction, and the greenhouse effect were inadequate. Factors that influenced pre-service chemistry teachers’ understanding of climate change included school curriculum, particularly chemistry courses, science popularisation aided by information technology, and their informal education through social life experiences. These findings provide insights into pre-service chemistry teachers’ professional development and higher education's approach to teaching about climate change.

气候变化是一个全球性的人类挑战,许多国家越来越关注气候变化问题。化学在应对气候变化方面发挥着至关重要的作用。职前化学教师身份的双重性决定了他们理解气候变化的重要性。本研究采用现象学方法论框架和半结构化访谈,探讨了16名职前化学教师对气候变化的表现、原因、影响以及应对气候变化的方法的理解。结果表明,尽管职前化学教师对气候变化有一定的了解,但他们对气候变化、全球气候变暖和温室效应的概念及其相互关系的理解是模糊或错误的。他们对酸雨造成的危害、臭氧层破坏机制和温室效应的解释不足。影响职前化学教师理解气候变化的因素包括学校课程,特别是化学课程、信息技术辅助的科学普及以及他们通过社会生活经历接受的非正式教育。这些发现为职前化学教师的专业发展和高等教育的气候变化教学方法提供了见解。
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引用次数: 0
Metacognition instruction enhances equity in effective study strategies across demographic groups in the general chemistry I course† 元认知教学提高了普通化学I课程中不同人口群体有效学习策略的公平性†
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-07-19 DOI: 10.1039/D3RP00103B
Caroline Z. Muteti, Brooke I. Jacob and Jacinta M. Mutambuki

Explicit teaching of metacognition, ‘thinking about one's thinking,’ has been shown to improve achievement scores in the general chemistry tests and facilitate the awareness and adoption of metacognitive strategies. However, very few studies have investigated variations in the reported metacognitive strategies employed by college science majors by gender, race/ethnicity, and first-generation status. Additionally, little is known as to whether metacognition instruction makes any difference in closing the reported existing equity gap in the use of effective study strategies across demographic groups. Using a qualitative approach and open-ended questionnaires completed by 259 general chemistry 1 students, we investigated variations in reported (1) study strategies including metacognitive strategies between demographic groups in the general chemistry I course prior to and immediately after a 50 minute metacognition lesson retrospectively, (2) long-term gains in the study strategies and the adoption across the demographic groups over a semester after the metacognition instruction, and (3) transfer of the reported acquired study strategies to other science courses beyond the general chemistry lecture course. The findings showed evidence of equity gaps in the reported use, gains, or adoption of specific study strategies related to lower-order study strategies (LOSSs) and higher-order study strategies (HOSSs) based on gender, race/ethnicity, and first-generation status prior to and after the metacognition instruction. However, the identified equity gaps in LOSSs and HOSSs prior to the metacognition instruction were narrowed or closed with students’ exposure to the study strategies. Additionally, the findings indicated that over half of the study participants from all the demographic groups, except males and first-generation participants reported transfer of the acquired study strategies from the metacognition instruction to other courses. These findings imply the existence of equity gaps in study strategies across demographic groups in general chemistry I. Additionally, explicit teaching of study strategies, including metacognition, can relinquish the existing equity gaps.

元认知的显性教学“思考自己的思维”已被证明可以提高普通化学测试的成绩,并促进元认知策略的意识和采用。然而,很少有研究调查大学科学专业学生采用的元认知策略因性别、种族/民族和第一代身份而异。此外,对于元认知教学是否对缩小据报道的不同人口群体在使用有效学习策略方面存在的公平差距有任何影响,我们知之甚少。采用定性方法和由259名普通化学一年级学生完成的开放式问卷,我们回顾性地调查了所报告的(1)在50分钟元认知课前后,普通化学一课程中人口统计学组之间的学习策略(包括元认知策略)的变化,(2)在元认知教学后的一个学期内,学习策略的长期收益和人口统计学群体的采用,以及(3)将所报告的习得学习策略转移到普通化学讲座课程之外的其他科学课程中。研究结果显示,在元认知教学前后,基于性别、种族/民族和第一代地位,与低阶学习策略(LOSS)和高阶学习策略相关的特定学习策略的使用、获得或采用存在公平差距。然而,在元认知教学之前,LOSS和HOSS中已确定的公平差距随着学生对学习策略的接触而缩小或缩小。此外,研究结果表明,除男性和第一代参与者外,来自所有人口统计学群体的研究参与者中,超过一半的人报告称,习得学习策略从元认知教学转移到了其他课程。这些发现表明,在普通化学I中,不同人口群体的学习策略存在公平差距。此外,包括元认知在内的学习策略的显性教学可以消除现有的公平差距。
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引用次数: 1
A model of curricular content for the educational reconstruction of Green Chemistry: the voice of Chilean science teachers and science education researchers 绿色化学教育重建的课程内容模式——智利科学教师和科学教育研究者的声音
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-06-29 DOI: 10.1039/D3RP00063J
Pía José González-García, Anna Marbà-Tallada and Mariona Espinet

The introduction of Green Chemistry (GC) into school science curriculum is considered an important step that encourages students to build connections between chemistry, other school subjects, and different aspects of their daily lives. The concepts associated with GC can be applied throughout the various levels of education with different degrees of complexity and provide a systematic approach to the teaching of science for sustainability. However, there is limited knowledge regarding the specific content that can be associated with the teaching of GC in primary and secondary schools in Chile. This study aims to provide a model of curricular science content for GC school education, utilizing the framework of Educational Reconstruction. The research question was “What links do in-service science teachers and science education researchers establish between GC and the school curriculum?” Specifically, we were interested in comparing science teachers’ and science education researchers’ perceptions of the links between GC and school science subject, school science contents, and crosscutting science concepts. A qualitative approach was employed for data collection and analysis, focusing on the written responses of 20 in-service science teachers and 20 science education researchers. We conclude the study by proposing an empirically based model of curricular content for GC school education (GCSE), comprising three dimensions: the multidisciplinary dimension of school science subjects represented here by chemistry, with the greatest presence, biology, physics, and geology; the intradisciplinary dimension of core disciplinary contents within each school subject; and the interdisciplinary dimension linked to a range of crosscutting concepts for GC.

将绿色化学(GC)引入学校科学课程被认为是鼓励学生在化学、其他学校科目和日常生活的不同方面之间建立联系的重要一步。与GC相关的概念可以应用于不同复杂程度的不同教育水平,并为可持续发展的科学教学提供系统的方法。然而,关于智利中小学GC教学的具体内容,知识有限。本研究旨在利用教育重建的框架,为GC学校教育提供一个课程科学内容的模型。研究问题是“在职科学教师和科学教育研究人员在GC和学校课程之间建立了什么联系。数据收集和分析采用了定性方法,重点是20名在职科学教师和20名科学教育研究人员的书面答复。我们通过提出一个基于经验的GC学校教育(GCSE)课程内容模型来结束这项研究,该模型包括三个维度:以化学为代表的学校科学科目的多学科维度,其中最重要的是生物、物理和地质;各学科核心学科内容的学科内维度;以及与GC的一系列横切概念相关的跨学科维度。
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引用次数: 0
Engaging with engagement in learning chemistry: a guiding note about a multidimensional construct 参与化学学习:关于多维结构的指导性说明
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-06-28 DOI: 10.1039/D3RP90006A
Gwendolyn Lawrie

Student engagement in learning chemistry is arguably a central premise of chemistry education. Most teachers and researchers refer broadly to ‘engagement’ at some point during their work, usually as part of instructional design, reflective classroom practice, measurement of learning outcomes or a combination of these. In fact, as a multidimensional construct, learner engagement for any individual is observed to be fluid and malleable and hence is very difficult to capture. Many readers of our journal may seek to understand an author's position on engagement so that they can connect reported findings to their own contexts. To facilitate this process, in this Editorial article, I briefly visit the basis of the multiple facets of ‘engagement’ aiming to support authors in framing their work on learner engagement more explicitly. I encourage authors to establish and communicate their theoretical perspective and the methodological lens that they have applied in their chemistry education research and practice involving engagement.

学生参与学习化学可以说是化学教育的中心前提。大多数教师和研究人员在工作过程中的某些时候广泛地提到“参与”,通常作为教学设计的一部分,反思性课堂实践,学习成果的衡量或这些的结合。事实上,作为一个多维结构,任何个体的学习者投入都是流动的和可塑的,因此很难捕捉。我们杂志的许多读者可能会试图了解作者在参与方面的立场,以便他们能够将报道的发现与自己的背景联系起来。为了促进这一过程,在这篇社论文章中,我简要介绍了“参与”的多个方面的基础,旨在支持作者更明确地构建他们关于学习者参与的工作。我鼓励作者建立和交流他们在化学教育研究和实践中应用的理论视角和方法论视角。
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引用次数: 0
Exploring social and cognitive engagement in small groups through a community of learners (CoL) lens† 通过学习者社区(CoL)镜头†在小组中探索社会和认知参与
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-06-12 DOI: 10.1039/D3RP00071K
Hannah T. Nennig, Nicole E. States, Michael Macrie-Shuck, Shaghayegh Fateh, Zubeyde Demet Kirbulut Gunes, Renee Cole, Gregory T. Rushton, Lisa Shah and Vicente Talanquer

A variety of research studies reveal the advantages of actively engaging students in the learning process through collaborative work in the classroom. However, the complex nature of the learning environment in large college general chemistry courses makes it challenging to identify the different factors that affect students’ cognitive and social engagement while working on in-class tasks. To provide insights into this area, we took a closer look at students’ conversations during in-class activities to characterize typical discourse patterns and expressed chemical thinking in representative student groups in samples collected in five different learning environments across four universities. For this purpose, we adapted and applied a ‘Community of Learners’ (CoL) theoretical perspective to characterize group activity through the analysis of student discourse. Within a CoL perspective, the extent to which a group functions as a community of learners is analyzed along five dimensions including Community of Discourse (CoD), Legitimization of Differences (LoD), Building on Ideas (BoI), Reflective Learning (RL), and Community of Practice (CoP). Our findings make explicit the complexity of analyzing student engagement in large active learning environments where a multitude of variables can affect group work. These include, among others, group size and composition, the cognitive level of the tasks, the types of cognitive processes used to complete tasks, and the motivation and willingness of students to substantively engage in disciplinary reasoning. Our results point to important considerations in the design and implementation of active learning environments that engage more students with chemical ideas at higher levels of reasoning.

各种各样的研究表明,通过课堂上的协作,让学生积极参与到学习过程中来的优势。然而,在大型大学普通化学课程中,学习环境的复杂性使得在课堂任务中确定影响学生认知和社会参与的不同因素具有挑战性。为了深入了解这一领域,我们仔细研究了学生在课堂活动中的对话,以表征典型的话语模式,并在四所大学五种不同学习环境中收集的样本中表达了代表性学生群体的化学思维。为此,我们采用并应用了“学习者社区”(CoL)理论视角,通过对学生话语的分析来描述小组活动。在CoL视角下,从五个维度分析了群体作为学习者社区的作用程度,包括话语社区(CoD)、差异合法化(LoD)、思想基础建设(BoI)、反思性学习(RL)和实践社区(CoP)。我们的研究结果明确了分析学生在大型主动学习环境中的参与度的复杂性,在这种环境中,许多变量都会影响小组工作。这些包括,除其他外,小组的规模和组成,任务的认知水平,用于完成任务的认知过程的类型,以及学生实质性地参与学科推理的动机和意愿。我们的研究结果指出了设计和实施主动学习环境的重要考虑因素,这些环境可以让更多的学生在更高的推理水平上学习化学概念。
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引用次数: 0
On the effect of gender on secondary school students’ causal attributions to choose or abandon physics & chemistry 性别对中学生选择或放弃物理化学因果归因的影响
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-06-09 DOI: 10.1039/D3RP00070B
Diego Ardura, Ángela Zamora and Alberto Pérez-Bitrián

Secondary school students’ early choices related to staying in the science track define their future decisions to choose chemistry at college. This investigation aims at analyzing the role of gender in students’ causal attributions to choose or abandon chemistry when it first becomes optional in the Spanish educational system. Our analyses uncovered a relevant effect of gender in the students’ decision, boys being more likely to choose physics & chemistry when they face, for the first time, the possibility of continuing or opting out the subject. Besides, students’ causal attributions to the subject relationship with mathematics and to friends are affected by gender regardless of the students’ level of motivation. In turn, there is a gender effect in attributions to friends and media only in the case of highly-motivated students. A multinomial logistic regression model revealed that gender is a strong predictor of the students’ decision. The regression model also uncovered a significant interaction effect between gender and attributions to the subject relationship with mathematics, girls becoming less likely to choose physics & chemistry when the latter increase. Our results highlight the need of working on the students’ and families’ stereotypes and propose gender-balanced teaching models to close the gap between girls’ and boys' attitudes, motivation, and anxiety towards mathematics in the context of physics & chemistry teaching and learning.

中学生早期的科学选择决定了他们未来在大学选择化学的决定。本调查旨在分析在西班牙教育系统中,当化学首次成为选修课时,性别在学生选择或放弃化学的因果归因中的作用。我们的分析揭示了性别在学生决策中的相关影响,男孩更有可能选择物理和数学;当他们第一次面对继续或选择退出该学科的可能性时,他们会表现出化学反应。此外,无论学生的动机水平如何,学生对数学学科关系和朋友关系的因果归因都会受到性别的影响。反过来,只有在积极性高的学生中,对朋友和媒体的归因才会产生性别效应。多项逻辑回归模型显示,性别是学生决策的有力预测因素。回归模型还揭示了性别与数学学科关系归因之间的显著交互作用,女孩选择物理和数学的可能性降低;后者增加时的化学性质。我们的研究结果强调了解决学生和家庭刻板印象的必要性,并提出了性别平衡的教学模式,以缩小女孩和男孩在物理和数学背景下对数学的态度、动机和焦虑之间的差距;化学教学。
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引用次数: 0
Organic chemistry students’ use of stability in mental models on acid and base strength† 有机化学学生在酸碱强度心理模型中使用稳定性†
IF 3 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2023-06-02 DOI: 10.1039/D3RP00049D
Betül Demirdöğen, Isaiah Nelsen and Scott E. Lewis

The Brønsted–Lowry acid–base model is fundamental when discussing acid and base strength in organic chemistry as many of the reactions include a competing proton transfer reaction. This model requires evaluating chemical stability via a consideration of electronic granularity. The purpose of this study is to identify students’ mental models on acid and base strength in terms of granularity and stability. Fourteen students enrolled in organic chemistry participated in this case study. Data were collected through semi-structured interviews including total case comparison tasks on stability, acidity, and basicity. Analysis of data revealed that there were four groups of students differentiated by their reasoning: (1) acid and base strength through structure without association to stability, (2) acid and base strength through electronics without association to stability, (3) acid strength associated with electronically centered stability, and (4) acid and base strength associated with electronically centered stability. This characterization can support teaching and research to promote reasoning that leads to a more consistent mental model across acid and base strength.

Brønsted–Lowry酸碱模型是讨论有机化学中酸碱强度的基础,因为许多反应都包括竞争性质子转移反应。该模型需要通过考虑电子粒度来评估化学稳定性。本研究的目的是从粒度和稳定性方面确定学生对酸碱强度的心理模型。14名有机化学专业的学生参与了本案例研究。数据是通过半结构化访谈收集的,包括稳定性、酸度和碱度的总病例比较任务。数据分析显示,有四组学生根据他们的推理进行区分:(1)通过结构的酸碱强度与稳定性无关,(2)通过电子的酸碱强度不与稳定性有关,(3)与电子中心稳定性有关的酸碱强度,以及(4)与电子中心稳定性相关的酸和碱强度。这种表征可以支持教学和研究,以促进推理,从而在酸碱强度之间建立更一致的心理模型。
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引用次数: 1
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