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Thinking in Terms of Change over Time: Opportunities and Challenges of Using System Dynamics Models. 从随时间变化的角度思考:使用系统动力学模型的机遇和挑战。
IF 4.4 1区 教育学 Q1 Social Sciences Pub Date : 2023-06-13 DOI: 10.1007/s10956-023-10047-y
Emil Eidin, Tom Bielik, Israel Touitou, Jonathan Bowers, Cynthia McIntyre, Dan Damelin, Joeseph Krajcik

Understanding the world around us is a growing necessity for the whole public, as citizens are required to make informed decisions in their everyday lives about complex issues. Systems thinking (ST) is a promising approach for developing solutions to various problems that society faces and has been acknowledged as a crosscutting concept that should be integrated across educational science disciplines. However, studies show that engaging students in ST is challenging, especially concerning aspects like change over time and feedback. Using computational system models and a system dynamics approach can support students in overcoming these challenges when making sense of complex phenomena. In this paper, we describe an empirical study that examines how 10th grade students engage in aspects of ST through computational system modeling as part of a Next Generation Science Standards-aligned project-based learning unit on chemical kinetics. We show students' increased capacity to explain the underlying mechanism of the phenomenon in terms of change over time that goes beyond linear causal relationships. However, student models and their accompanying explanations were limited in scope as students did not address feedback mechanisms as part of their modeling and explanations. In addition, we describe specific challenges students encountered when evaluating and revising models. In particular, we show epistemological barriers to fruitful use of real-world data for model revision. Our findings provide insights into the opportunities of a system dynamics approach and the challenges that remain in supporting students to make sense of complex phenomena and nonlinear mechanisms.

了解我们周围的世界对整个公众来说是一种日益增长的必要性,因为公民在日常生活中需要就复杂的问题做出明智的决定。系统思维(ST)是一种很有前途的方法,可以为社会面临的各种问题制定解决方案,并且已经被公认为一个跨领域的概念,应该整合到教育科学学科中。然而,研究表明,让学生参与ST是一项挑战,尤其是在时间变化和反馈等方面。使用计算系统模型和系统动力学方法可以帮助学生在理解复杂现象时克服这些挑战。在本文中,我们描述了一项实证研究,该研究考察了十年级学生如何通过计算系统建模参与ST的各个方面,作为与下一代科学标准相一致的化学动力学项目学习单元的一部分。我们展示了学生在解释这一现象的潜在机制方面的能力,即随着时间的推移而发生的变化,超越了线性因果关系。然而,学生模型及其附带解释的范围有限,因为学生没有将反馈机制作为建模和解释的一部分。此外,我们还描述了学生在评估和修改模型时遇到的具体挑战。特别是,我们展示了有效利用真实世界数据进行模型修正的认识论障碍。我们的发现为系统动力学方法的机会和支持学生理解复杂现象和非线性机制的挑战提供了见解。
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引用次数: 1
Measuring the Impact of Augmented Reality in Flipped Learning Mode on Critical Thinking, Learning Motivation, and Knowledge of Engineering Students. 测量翻转学习模式下增强现实对工程专业学生批判性思维、学习动机和知识的影响。
IF 4.4 1区 教育学 Q1 Social Sciences Pub Date : 2023-06-08 DOI: 10.1007/s10956-023-10051-2
Rubina Dutta, Archana Mantri, Gurjinder Singh, Narinder Pal Singh

Digital electronics is a fundamental subject for engineering students, and it enables the students to learn design-based approaches and solve complex engineering problems. Students learn about minimization techniques for reducing the hardware components and size of the circuit by solving complex Boolean equations. The Karnaugh map (K-map) is one such technique utilized in digital electronics to solve complex Boolean equations and design AND-OR-INVERT (AOI) logical diagrams. The K-map technique involves several steps to solve the Boolean expression, and students often find it difficult to follow the K-map process. In this study, an AR-based learning system was developed using Unity 3D and Vuforia SDK that aimed to teach the students about the step-wise operation of the K-map technique. An experimental study was conducted with 128 undergraduate engineering students to determine the impact of the AR learning system on the critical thinking skills, learning motivation, and knowledge gain of students. The students were divided into two groups: experimental group (N = 64) and control group (N = 64). The AR learning system was implemented in flipped learning mode and utilized to provide in-class activities during the learning. The experimental group students utilized the AR learning system for in-class activities whereas control group students performed in-class activities using the traditional approach. The experimental outcomes indicate that the use of AR technology has a significant positive impact on the critical thinking skills, learning motivation, and knowledge gain of students. The study also found that critical thinking skills and learning motivation have a significant positive correlation with the knowledge gain of students in the experimental group.

数字电子学是工科学生的一门基础学科,它使学生能够学习基于设计的方法并解决复杂的工程问题。学生学习通过求解复杂的布尔方程来减少硬件组件和电路大小的最小化技术。卡诺图(K-map)是数字电子学中用于求解复杂布尔方程和设计与逆(AOI)逻辑图的一种技术。K-map技术涉及解决布尔表达式的几个步骤,学生们经常发现很难遵循K-map过程。在本研究中,使用Unity 3D和Vuforia SDK开发了一个基于AR的学习系统,旨在向学生传授K-map技术的逐步操作。对128名工程系本科生进行了一项实验研究,以确定AR学习系统对学生批判性思维技能、学习动机和知识获得的影响。学生被分为两组:实验组(N = 64)和对照组(N = 64)。AR学习系统以翻转学习模式实现,并用于在学习过程中提供课堂活动。实验组学生使用AR学习系统进行课堂活动,而对照组学生使用传统方法进行课堂活动。实验结果表明,AR技术的使用对学生的批判性思维技能、学习动机和知识获得有显著的积极影响。研究还发现,批判性思维技能和学习动机与实验组学生的知识获得呈正相关。
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引用次数: 1
The Effect of Smart Classrooms on Project-Based Learning: A Study Based on Video Interaction Analysis 智能教室对项目学习的影响——基于视频交互分析的研究
IF 4.4 1区 教育学 Q1 Social Sciences Pub Date : 2023-06-06 DOI: 10.1007/s10956-023-10056-x
Zhicheng Dai, Chengzhang Sun, Liang Zhao, Xiaoliang Zhu
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引用次数: 2
Effect of STSE Approach on High School Students' Understanding of Nature of Science STSE教学法对高中生科学本质理解的影响
IF 4.4 1区 教育学 Q1 Social Sciences Pub Date : 2023-06-02 DOI: 10.1007/s10956-023-10053-0
Jiawen Xiang, Caiqin Han
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引用次数: 0
Investigating Pre-Service Science Teachers’ Design Performance in Laboratory Class: The Inquiry-Based Design Thinking Approach 职前科学教师实验课设计表现调查——基于探究的设计思维方法
IF 4.4 1区 教育学 Q1 Social Sciences Pub Date : 2023-06-01 DOI: 10.1007/s10956-023-10050-3
Liying Zhu, Daner Sun, Ma Luo, Weidong Liu, Song Xue
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引用次数: 1
Exploring Personality and Learning Motivation Influences on Students’ Computational Thinking Skills in Introductory Programming Courses 程序设计导论课程中个性与学习动机对学生计算思维能力的影响
IF 4.4 1区 教育学 Q1 Social Sciences Pub Date : 2023-05-26 DOI: 10.1007/s10956-023-10052-1
Amanpreet Kaur, K. Chahal
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引用次数: 1
Examining Student Testing and Debugging Within a Computational Systems Modeling Context 在计算系统建模环境中检查学生测试和调试
IF 4.4 1区 教育学 Q1 Social Sciences Pub Date : 2023-05-22 DOI: 10.1007/s10956-023-10049-w
J. Bowers, Emanuel Eidin, L. Stephens, Linsey Brennan
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引用次数: 0
Paper Circuits vs. Breadboards: Materializing Learners’ Powerful Ideas Around Circuitry and Layout Design 纸质电路vs面包板:实现学习者关于电路和布局设计的强大想法
IF 4.4 1区 教育学 Q1 Social Sciences Pub Date : 2023-05-19 DOI: 10.1007/s10956-023-10029-0
K. Peppler, R. M. Sedas, Naomi Thompson
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引用次数: 0
Technology-Enhanced Learning and Its Association with Motivation to Learn Science from a Cross-Cultural Perspective. 从跨文化视角看技术强化学习及其与学习科学动机的关系。
IF 4.4 1区 教育学 Q1 Social Sciences Pub Date : 2023-05-12 DOI: 10.1007/s10956-023-10048-x
Tamar Ginzburg, Miri Barak

Fostering technology-enhanced science learning in elementary schools is an ongoing challenge as young students are not always motivated to engage with science lessons. The use of technology, such as digital sensors and data recorders, has been found to result in higher engagement with science. However, the association between technology-enhanced science learning and students' motivation to learn, from a cross-cultural viewpoint, is still discussed among researchers. Thus, the goal of this study was twofold: (a) to examine the motivation to learn science of elementary school students from different countries and cultural backgrounds; (b) to identify phases of technology-enhanced science learning and their association with students' motivation. Applying the sequential mixed-methods research design, data were collected via questionnaires, semi-structured interviews, and online observations. The study included seven experienced science teachers from the USA and Israel and 109 sixth-grade students: English speakers (N = 43), Arabic speakers (N = 26), and Hebrew speakers (N = 40). The findings indicated differences in students' internal motivation, in terms of "interest and enjoyment," "connection to daily-life," and "cross-cultural interactions," with medium ratings for "self-efficacy." The study identified and characterized two consecutive phases of technology-enhanced science learning-"divergence" and "convergence"-that can be associated with motivation to learn science. Overall, the study's results highlight the importance of seamlessly embedding technology to support cross-cultural learning of scientific practices.

在小学培养技术强化的科学学习是一项持续的挑战,因为年轻学生并不总是有动力参与科学课程。人们发现,使用数字传感器和数据记录器等技术可以提高人们对科学的参与度。然而,从跨文化的角度来看,技术增强的科学学习与学生学习动机之间的联系仍在研究人员中讨论。因此,本研究的目的是双重的:(a)考察来自不同国家和文化背景的小学生学习科学的动机;(b) 确定技术促进科学学习的阶段及其与学生动机的关系。采用顺序混合方法研究设计,通过问卷调查、半结构化访谈和在线观察收集数据。这项研究包括来自美国和以色列的七名经验丰富的科学教师和109名六年级学生:英语使用者(N = 43),讲阿拉伯语(N = 26)和讲希伯来语的人(N = 40)。研究结果表明,学生的内在动机在“兴趣和享受”、“与日常生活的联系”和“跨文化互动”方面存在差异,“自我效能”的评分中等。“该研究确定并表征了技术增强科学学习的两个连续阶段——“发散”和“趋同”——这两个阶段可能与学习科学的动机有关。总体而言,该研究的结果强调了无缝嵌入技术以支持科学实践的跨文化学习的重要性。
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引用次数: 1
Socio-Scientific Learning During the COVID-19 Pandemic: Comparing In-person and Virtual Science Learning Using Model-Evidence Link Diagrams. 新冠肺炎大流行期间的社会科学学习:使用模型-证据连接图比较人内学习和虚拟科学学习。
IF 4.4 1区 教育学 Q1 Social Sciences Pub Date : 2023-05-05 DOI: 10.1007/s10956-023-10046-z
Nancy Gans, Vivian Zohery, Joshua B Jaffe, Anissa Ahmed, Luke Kim, Doug Lombardi

Science learning is an important part of the K-12 educational experience, as well as in the lives of students. This study considered students' science learning as they engaged in the instruction of scientific issues with social relevance. With classroom environments radically changing during the COVID-19 pandemic, our study adapted to teachers and students as they were forced to change from more traditional, in-person instructional settings to virtual, online instruction settings. In the present study, we considered science learning during a scaffold-facilitated process, where secondary students evaluated the connections between lines of scientific evidence and alternative explanations about fossil fuels and climate change and gauged the plausibility of each explanation. Our investigation focused on the relations between students' levels of evaluations, shifts in plausibility judgments, and knowledge gains, and examined whether there were differences in these relations between in-person classroom settings and virtual classroom settings. The results revealed that the indirect relational pathway linking higher levels of evaluation, plausibility shifts toward a more scientific stance, and greater knowledge gains was meaningful and more robust than the direct relational pathway linking higher levels of evaluation to greater knowledge gains. The results also showed no meaningful difference between the two instructional settings, suggesting the potential adaptiveness and effectiveness of properly-designed, scaffolded science instruction.

Supplementary information: The online version contains supplementary material available at 10.1007/s10956-023-10046-z.

科学学习是K-12教育体验以及学生生活的重要组成部分。本研究考虑了学生在从事具有社会相关性的科学问题教学时的科学学习。随着新冠肺炎大流行期间课堂环境的根本变化,我们的研究适应了教师和学生,因为他们被迫从更传统的亲自授课环境转变为虚拟的在线授课环境。在本研究中,我们考虑了在支架促进的过程中的科学学习,中学生评估了科学证据与化石燃料和气候变化的替代解释之间的联系,并衡量了每种解释的合理性。我们的调查重点是学生的评价水平、合理性判断的转变和知识获得之间的关系,并考察了面对面课堂环境和虚拟课堂环境之间的这些关系是否存在差异。结果表明,与将更高水平的评估与更大的知识收益联系起来的直接关系路径相比,将更高级别的评估、合理性转向更科学的立场和更大的信息收益联系起来是有意义和更稳健的。研究结果还表明,这两种教学环境之间没有显著差异,这表明设计得当的脚手架式科学教学具有潜在的适应性和有效性。补充信息:在线版本包含补充材料,可访问10.1007/s10956-023-1046-z。
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Journal of Science Education and Technology
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