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Primary school students’ perceptions of artificial intelligence – for good or bad 小学生对人工智能的看法--是好是坏
IF 2.1 3区 工程技术 Q1 Social Sciences Pub Date : 2024-05-03 DOI: 10.1007/s10798-024-09898-2
Susanne Walan

Since the end of 2022, global discussions on Artificial Intelligence (AI) have surged, influencing diverse societal groups, such as teachers, students and policymakers. This case study focuses on Swedish primary school students aged 11–12. The aim is to examine their cognitive and affective perceptions of AI and their current usage. Data, comprising a pre-test, focus group interviews, and post-lesson evaluation reports, were analysed using a fusion of Mitcham’s philosophical framework of technology with a behavioural component, and the four basic pillars of AI literacy. Results revealed students’ cognitive perceptions encompassing AI as both a machine and a concept with or without human attributes. Affective perceptions were mixed, with students expressing positive views on AI’s support in studies and practical tasks, alongside concerns about rapid development, job loss, privacy invasion, and potential harm. Regarding AI usage, students initially explored various AI tools, emphasising the need for regulations to slow down and contemplate consequences. This study provides insights into primary school students perceptions and use of AI, serving as a foundation for further exploration of AI literacy in education contexts and considerations for policy makers to take into account, listening to children’s voices.

自 2022 年底以来,全球关于人工智能(AI)的讨论激增,对教师、学生和政策制定者等不同社会群体产生了影响。本案例研究的重点是瑞典 11-12 岁的小学生。目的是研究他们对人工智能的认知和情感看法以及目前的使用情况。数据包括课前测试、焦点小组访谈和课后评估报告,采用米查姆的技术哲学框架与行为要素以及人工智能素养的四个基本支柱相结合的方法进行分析。结果显示,学生对人工智能的认知既包括机器,也包括具有或不具有人类属性的概念。在情感方面,学生的看法不一,既有对人工智能在学习和实际任务中的支持的积极看法,也有对其快速发展、失业、隐私侵犯和潜在危害的担忧。关于人工智能的使用,学生们初步探索了各种人工智能工具,强调需要放慢脚步,考虑后果。本研究深入探讨了小学生对人工智能的看法和使用,为进一步探索教育背景下的人工智能素养奠定了基础,也为政策制定者倾听儿童的声音提供了参考。
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引用次数: 0
The pecking order: a Bourdieusian look at authority in virtual peer crits 啄食秩序:从布尔迪厄斯的角度看虚拟同伴评论中的权威性
IF 2.1 3区 工程技术 Q1 Social Sciences Pub Date : 2024-04-23 DOI: 10.1007/s10798-024-09891-9
Mohamed Yassin, Yasser Mansour, Ahmed El Antably
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引用次数: 0
Design criticism and eye movement strategy in reading: a comparative study of design and non-design students 设计批评与阅读中的眼动策略:设计专业学生与非设计专业学生的比较研究
IF 2.1 3区 工程技术 Q1 Social Sciences Pub Date : 2024-04-23 DOI: 10.1007/s10798-024-09893-7
Yongchun Mao, Shuo Ban, Guolin Zhang
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引用次数: 0
Empowering teachers’ professional development with e-textiles supported educational STEAM projects 利用电子纺织品支持 STEAM 教育项目促进教师专业发展
IF 2.1 3区 工程技术 Q1 Social Sciences Pub Date : 2024-04-18 DOI: 10.1007/s10798-024-09892-8
Mustafa Sat, Kursat Cagiltay

The study aimed to investigate the dynamics of e-textile-supported STEAM activities, specifically focusing on the design and development process of e-textile projects. A professional development (PD) program with seven hands-on and design-based activities was developed and implemented in two camps involving 20 and 19 in-service science teachers. Design-based research was adopted, and interviews were triangulated with multiple forms of data from observations, camp evaluation forms, surveys, and design artifacts. Results indicated that the hands-on activities incorporate key design components with pros and cons, offering engaging, interactive, and collaborative learning experiences for science teachers. However, they involve significant challenges in coding, aesthetics, circuitry, sewing, design sketching, and materials. The study also offers ten design principles for individuals to make informed decisions about the design and development of STEAM projects using e-textile technology. This study has significant implications for educational designers who consider designing e-textile-supported STEAM activities for K–12 teachers/students and for teachers who are interested in integrating these activities into their science courses.

本研究旨在调查电子织物支持的 STEAM 活动的动态,特别关注电子织物项目的设计和开发过程。研究人员开发了一个专业发展(PD)项目,其中包括七项以实践和设计为基础的活动,并在两个营地实施,分别有 20 名和 19 名在职科学教师参加。该项目采用了基于设计的研究方法,通过观察、夏令营评估表、调查和设计作品等多种形式的数据对访谈进行了三角测量。结果表明,实践活动结合了关键的设计要素,有利有弊,为科学教师提供了参与性、互动性和协作性的学习体验。然而,这些活动在编码、美学、电路、缝纫、设计草图和材料方面都面临着巨大的挑战。本研究还提出了十项设计原则,供个人在使用电子织物技术设计和开发 STEAM 项目时做出明智的决定。这项研究对于考虑为 K-12 教师/学生设计由电子织物支持的 STEAM 活动的教育设计者以及有意将这些活动整合到科学课程中的教师具有重要意义。
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引用次数: 0
Correlation analysis between sub-element of technological thinking disposition and computational thinking of gifted students in South Korea 韩国资优学生的技术思维处置子要素与计算思维之间的相关性分析
IF 2.1 3区 工程技术 Q1 Social Sciences Pub Date : 2024-04-18 DOI: 10.1007/s10798-024-09888-4
Yong-Woon Choi, In-gyu Go, Yeong-Jae Gil

The purpose of this study is to derive a correlation between the technological thinking disposition and the computational thinking ability of gifted students in Korea. The correlation between each element was analyzed by looking at the sub-elements of computational thinking according to the components of technological thinking disposition. The experiment was conducted from September 2019 to February 2021 with 217 students of I Gifted School in Incheon, South Korea. The collected data were analyzed with Pearson's correlation coefficient using the statistical program R using Google COLAB. A summary of the study results is as follows. First, regarding the correlation between technological thinking ability, among the 6 components of technological thinking disposition, technological creativity and expression disposition and technological manipulation disposition show the highest correlation at 0.851. This shows that students who have an excellent ability to implement algorithms with new ideas or express them in various other attempts when implementing programs for gifted students also tend to enjoy program coding or have a tendency to like coding. Second, concerning the correlation between the technological thinking disposition and the sub-factors of computational thinking, some elements showed negative correlations and some had almost no correlation index. Students with high technological curiosity, however, tended to show a 0.287 in the parallelism factor compared to other factors. This showed a generally high trend. It can be said that students who want to know the functions, uses, forms, and characteristics of functions while implementing programs tend to have a better ability to divide large tasks into smaller tasks and process them simultaneously compared with other sub-elements of computational thinking. Third, regarding the correlation between computational thinking skills, the correlation between data analysis and pattern recognition was the highest at 0.637. This indicates that students who have an excellent ability to analyze a given coding problem also can find rules in data, showing that students at gifted schools in Korea tend to enjoy problem-solving.

本研究旨在得出韩国资优学生的科技思维倾向与计算思维能力之间的相关性。根据技术思维倾向性的构成要素,通过观察计算思维的子要素,分析各要素之间的相关性。实验于 2019 年 9 月至 2021 年 2 月进行,对象是韩国仁川 I 资优学校的 217 名学生。收集到的数据通过使用谷歌 COLAB 的统计程序 R 进行皮尔逊相关系数分析。研究结果概述如下。首先,关于技术思维能力的相关性,在技术思维倾向的 6 个组成部分中,技术创造与表达倾向和技术操作倾向的相关性最高,为 0.851。这表明,在为优等生实施程序时,那些具有出色的新想法算法实施能力或其他各种尝试表达能力的学生,也往往喜欢程序编码或有喜欢编码的倾向。其次,在技术思维倾向性与计算思维子因素的相关性方面,有些因素呈现负相关,有些因素几乎没有相关指数。然而,与其他因子相比,技术好奇心强的学生在平行性因子上往往表现出0.287。这显示出普遍较高的趋势。可以说,与计算思维的其他子要素相比,那些在执行程序时希望了解函数的功能、用途、形式和特点的学生,往往具有更强的将大任务分割成小任务并同时处理的能力。第三,在计算思维能力的相关性方面,数据分析与模式识别的相关性最高,为 0.637。这表明,分析给定编码问题能力出色的学生也能从数据中发现规律,说明韩国资优学校的学生往往喜欢解决问题。
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引用次数: 0
A multimodal study of augmented reality in the architectural design studio 建筑设计工作室中的增强现实多模式研究
IF 2.1 3区 工程技术 Q1 Social Sciences Pub Date : 2024-04-18 DOI: 10.1007/s10798-024-09895-5
Alejandro Veliz Reyes

Architectural design representations comprise physical (models, drawings) and digital media (3D models). Multimodal combinations of physical and digital representations are commonplace in professional contexts such as design reviews or building sites, and ‘making sense’ of these assemblies requires complex socio-cognitive processes and professional expertise. In that context, this paper follows a ‘sense-making’ approach, and theorises the impact of multimodal representations in architectural design tutorials. Hybrid physical/digital representations have been built using Augmented Reality (AR) and utilised in dialogues between students’ groups and design tutors. Design tutorials have been documented through video, workshops, observational notes and interviews to generate a grounded theory through iterative and reflexive coding. Following a multimodal approach, the paper frames AR as an enabler and mediator of design communication, evidenced through multimodal choreographies of physical/digital media, speech and the individual and collective performances of participants’ bodies and actions in space. The resulting theory is composed of 7 concepts outlining the impact of AR in multimodal architectural communication, including the major constructs ‘AR-mediated Interaction’ and ‘Augmented Pedagogies’. The paper outlines this conceptual taxonomy and provides fieldwork evidence supporting a methodological shift from technology-focused to sense-making observations of technology in design activity.

建筑设计表征包括实体(模型、图纸)和数字媒体(三维模型)。物理和数字表征的多模态组合在设计评审或建筑工地等专业环境中司空见惯,而 "理解 "这些组合需要复杂的社会认知过程和专业知识。在这种情况下,本文采用了一种 "感知 "方法,并对建筑设计教程中多模态表征的影响进行了理论分析。使用增强现实技术(AR)建立了混合物理/数字表征,并在学生小组和设计导师之间的对话中加以利用。通过视频、工作坊、观察记录和访谈记录了设计辅导,并通过迭代和反思性编码生成了基础理论。本文采用多模态方法,将 AR 定义为设计交流的推动者和中介,通过物理/数字媒体、语言以及参与者身体和行动在空间中的个人和集体表演的多模态编排加以证明。由此产生的理论由 7 个概念组成,概述了 AR 在多模态建筑交流中的影响,包括 "以 AR 为媒介的互动 "和 "增强教学法 "这两个主要概念。本文概述了这一概念分类法,并提供了实地考察的证据,以支持在设计活动中对技术的观察从以技术为中心向以感知为中心的方法论转变。
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引用次数: 0
The effect of a STEM integrated curriculum on design thinking dispositions in middle school students STEM 综合课程对中学生设计思维能力的影响
IF 2.1 3区 工程技术 Q1 Social Sciences Pub Date : 2024-04-13 DOI: 10.1007/s10798-024-09894-6
Dina Thomason, Pei-Ling Hsu

STEM, the integration of science, technology, engineering, and mathematics subjects is a popular topic as schools grapple with how to best prepare students for an ever-evolving society. As societal and technological challenges emerge, design thinking has been lauded as a method to enable people to help tackle those challenges. The steps of the design thinking process, empathize, define, ideate, prototype and test align with engineering design and can be used as a problem-solving method in classrooms to help promote creativity, critical thinking, and collaboration. The purpose of this explanatory sequential mixed methods study was to better understand if a STEM integrated curriculum helps promote design thinking in middle schoolers. The study compared two middle school groups, one that uses an integrated STEM curriculum and one that does not. Quantitative data was collected using the design thinking disposition survey through pre and post testing. Qualitative data was collected through free response questions and student and teacher interviews. There was no difference found in the change of design thinking dispositions between students at the two schools, however both groups scored lowest on the design thinking disposition of prototype. Free response questions showed that students at the STEM integrated school perceived an increased ability to design solutions to problems. Student and teacher interviews highlighted benefits of using a STEM integrated curriculum including providing collaborative opportunities to solve hands-on, open-ended problems. How a STEM integrated curriculum can develop design thinking should continue to be examined.

STEM,即科学、技术、工程和数学学科的整合,是一个热门话题,因为学校正在努力研究如何让学生为不断发展的社会做好最充分的准备。随着社会和技术挑战的出现,设计思维作为一种使人们能够帮助应对这些挑战的方法而备受推崇。设计思维过程中的 "移情、定义、构思、原型和测试 "等步骤与工程设计相吻合,可在课堂上用作解决问题的方法,以帮助促进创造力、批判性思维和协作。这项解释性顺序混合方法研究旨在更好地了解 STEM 综合课程是否有助于促进初中生的设计思维。研究比较了两个中学小组,一个使用 STEM 综合课程,另一个没有使用。通过前后测试,使用设计思维处置调查收集定量数据。定性数据是通过自由回答问题以及学生和教师访谈收集的。两所学校的学生在设计思维倾向的变化上没有差异,但两组学生在原型设计思维倾向上的得分都最低。自由回答问题显示,STEM 综合学校的学生认为设计问题解决方案的能力有所提高。对学生和教师的访谈强调了使用 STEM 综合课程的好处,包括提供合作机会来解决实践性、开放性问题。应继续研究 STEM 综合课程如何培养设计思维。
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引用次数: 0
“Documentation is now so ingrained in me”: how students interpret and value documentation in creative learning domains "文献在我心中已根深蒂固":学生如何解释和重视创造性学习领域的文献工作
IF 2.1 3区 工程技术 Q1 Social Sciences Pub Date : 2024-03-23 DOI: 10.1007/s10798-024-09889-3
Yinmiao Li, Xiaoyang Zhou, Daragh Byrne, Marti Louw

Within creative domains in studio- and project-based education, documentation is often central to demonstrating outcomes, process, and progress. Despite much prior work into the instructional practices, technologies, and tools that support cultivating documentation practices, no prior work explores the student valuing and perception of documentation. To address this, we deploy a design probe to elicit and externalize conceptions of documentation with the same cohort of students in two semesters. Eleven participants engaged in higher education undergraduate programs completed the study. We focus our analysis on one activity — listing and ranking documentation’s perceived values. Through our analysis, we developed and validated a robust codebook for students’ values. We demonstrate the values of documentation to be coherent across background, time, and experience of the student participants. We also share insights on nine main roles documentation plays for students and discuss how documentation plays not only an important role in communicating creative work to diverse stakeholders but in building self-confidence, motivation, and affect for project-based and hands-on exploration.

在以工作室和项目为基础的教育中的创意领域,记录往往是展示成果、过程和进展的核心。尽管之前有很多关于教学实践、技术和工具的研究,以支持培养记录实践,但还没有研究探讨学生对记录的重视和感知。为了解决这个问题,我们采用了一种设计探究方法,在两个学期中对同一批次的学生进行文档概念的诱导和外化。11 名参加高等教育本科课程的学生完成了这项研究。我们重点分析了一项活动--列出文献的感知价值并对其进行排序。通过分析,我们为学生的价值观开发并验证了一个强大的编码手册。我们证明了不同背景、不同时间和不同经历的学生对文献价值的看法是一致的。我们还分享了记录对学生所起的九个主要作用的见解,并讨论了记录不仅在向不同的利益相关者传达创造性工作方面起着重要作用,而且在建立自信心、动力以及对基于项目和实践的探索的影响方面也起着重要作用。
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引用次数: 0
The impact of STEM curriculum on students’ engineering design abilities and attitudes toward STEM STEM 课程对学生工程设计能力和 STEM 态度的影响
IF 2.1 3区 工程技术 Q1 Social Sciences Pub Date : 2024-03-18 DOI: 10.1007/s10798-024-09883-9

Abstract

While it has been recognized that science, technology, engineering, and mathematics (STEM) education requires an interdisciplinary approach, integrating multiple subjects in a meaningful way remains challenging for teachers. This study aimed to design a STEM curriculum, emphasizing explicit and continuous scaffolding of students’ reflection on scientific and engineering knowledge. The primary goal was to foster knowledge integration in their engineering designs and enhance their attitudes toward STEM. The study involved fifty tenth-grade students who were guided to discuss and reflect on relevant scientific and engineering knowledge and to apply mathematics for data collection and analysis during the design of their technology products. The research instruments included an assessment of the progression of knowledge integration in students’ engineering designs through student journals and pre- and post-test surveys on attitudes toward science, technology, engineering, and the learning environment. The results reveal that the introduction and explicit scaffolding students’ reflection on scientific and engineering knowledge led to a gradual improvement in knowledge integration within their engineering designs. Students also significantly enhanced their attitudes toward STEM and the learning environment compared to the general school curriculum. This study contributes to interdisciplinary learning that promotes the integration of scientific and engineering knowledge in students' engineering design processes, and to interdisciplinary assessment that evaluates students' knowledge integration across learning progressions and outcomes.

摘要 虽然人们已经认识到科学、技术、工程和数学(STEM)教育需要跨学科的方法,但以有意义的方式整合多个学科对教师来说仍然具有挑战性。本研究旨在设计一种 STEM 课程,强调为学生对科学和工程知识的反思提供明确而持续的支架。主要目标是促进学生在工程设计中整合知识,并增强他们对 STEM 的态度。这项研究涉及 50 名十年级学生,他们在设计科技产品的过程中,被引导讨论和反思相关的科学和工程知识,并应用数学进行数据收集和分析。研究工具包括通过学生日记评估学生工程设计中知识整合的进展情况,以及关于对科学、技术、工程和学习环境的态度的前后测试调查。结果显示,通过引入和明确引导学生对科学和工程知识进行反思,学生在工程设计中的知识整合能力逐步提高。与普通学校课程相比,学生对科学、技术、工程和学习环境的态度也有了明显改善。这项研究有助于促进学生在工程设计过程中整合科学与工程知识的跨学科学习,也有助于评价学生在不同学习进度和成果中整合知识的跨学科评估。
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引用次数: 0
Kindergarten Teachers’ Perceptions of AI Literacy Education for Young Children 幼儿园教师对幼儿人工智能读写教育的看法
IF 2.1 3区 工程技术 Q1 Social Sciences Pub Date : 2024-03-15 DOI: 10.1007/s10798-024-09876-8
Jiahong Su

Educators and researchers have increasingly recognized the importance of AI literacy. Despite the growing body of AI literacy literature, the challenges and enablers for introducing AI literacy for kindergarten children is still underexplored and undertheorized in early childhood education. It is critical to understand the challenges and enablers associated with promoting AI literacy and perceptions in kindergartens needs to be further researched and evaluated. This study aims to identify teachers’ views on the importance of AI literacy in kindergartens and the challenges and enablers of promoting AI literacy in kindergartens. Data was collected from 15 teachers through individual interviews. It was found that the four main challenges of promoting AI literacy in kindergarten classrooms, including lack of school support, lack of children’s comprehensive ability, insufficient teacher knowledge of AI, and lack of curriculum guidelines. The three main enablers of promoting AI literacy in kindergarten classrooms are government support, school support, and social needs. We also found that more than half of teachers in this study considered AI literacy education is crucial for kindergarten children. This study develops an AI literacy policy framework for young children that includes three dimensions—governance, pedagogical, and operational and management. Based on the findings, suggestions for educators, curriculum developers, policymakers, and researchers are discussed.

教育工作者和研究人员日益认识到人工智能素养的重要性。尽管有关人工智能素养的文献越来越多,但在幼儿教育中,对幼儿园儿童引入人工智能素养所面临的挑战和推动因素的探索和理论研究仍然不足。了解与促进幼儿园人工智能素养和认知相关的挑战和有利因素至关重要,需要进一步研究和评估。本研究旨在了解教师对幼儿园人工智能素养重要性的看法,以及在幼儿园推广人工智能素养所面临的挑战和推动因素。研究通过个别访谈收集了 15 位教师的数据。研究发现,在幼儿园课堂中推广人工智能素养面临四大挑战,包括缺乏学校支持、儿童综合能力不足、教师对人工智能的认识不足以及缺乏课程指导。在幼儿园课堂中推广人工智能素养的三大促进因素分别是政府支持、学校支持和社会需求。我们还发现,本研究中超过半数的教师认为人工智能素养教育对幼儿园儿童至关重要。本研究制定了一个幼儿人工智能素养政策框架,包括三个维度--治理、教学和运营管理。根据研究结果,讨论了对教育工作者、课程开发人员、政策制定者和研究人员的建议。
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引用次数: 0
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International Journal of Technology and Design Education
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