Now showing 1 - 10 of 16
  • Publication
    Open Access
    Engineering Pedagogy Scale (EPS): Preliminary development of an observational instrument to detect elementary teachers' level of Engineering-Pedagogical Content Knowledge (E-PCK)(Fundamental)
    This preliminary study proposes the Engineering Pedagogy Scale (EPS), a means of measuring PCK characteristics that may be important for effective engineering instruction. The EPS aims to be used for the evaluation, description, and categorization of the domains and indicators that represent the practices that an ideal teacher exhibits while teaching engineering practices in elementary classrooms. Throughout this project, existing instruments were investigated thoroughly, however, and none were suitable for the engineering context. This study exploring and developing relevant initial indicators is part of a series of studies; subsequent studies will provide specific indicators for each domain and describe field testing and analysis of the EPS. After iteratively designed discussions throughout the project, the preliminary findings indicated that the proposed observational instrument resulted in seven distinctive main domains. These domains included (1) unit-specific content knowledge, (2) engineering design process (EDP), (3) productive failure and success, (4) interdisciplinary applications, (5) questioning, (6) teamwork, and finally (7) discussion, feedback, and reflection. This study has both theoretical and practical implications. Theoretically, the study will contribute to the engineering education literature by extending the concept of PCK (Shulman, 1986) to the engineering education field and its theoretical viability in the elementary school setting. Practically, it is paramount that administrators, professional developers, curriculum specialists, and teachers come to understand what skills, pedagogies, and practices are needed to facilitate the successful implementation and improvement of engineering instruction. As such, a standard instrument that evaluates teachers’ E-PCK would help to identify where improvement is needed.
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  • Publication
    Open Access
    Learning data science in elementary school mathematics: A comparative curriculum analysis
    (Springer Nature, 2023)
    Ow-Yeong, Yook Kit
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    Background Data literacy is increasingly important in today’s data-driven world. Students across many educational systems first formally learn about data in elementary school not as a separate subject but via the mathematics curriculum. This experience can create tensions in the priorities of learning and assessment given the presence of other foundational mathematics content domains such as numbers, algebra, measurement, and geometry. There is a need to study data literacy in comparison to these other content domains in elementary mathematics. To address this need, we developed a methodology motivated by thinking curriculum theory and aligned with international assessment framework, for comparative analysis across mathematics content domains. This methodology examined increasing levels of cognitive domains from knowing to applying to reasoning across mathematics content domains. Intended, assessed, and attained curricula were analyzed using Singapore as a case study, combined with broader comparisons to attainments in four East Asian countries in TIMSS, an international large-scale assessment. Results We found that learning in the data domain had very limited coverage in intended and assessed curricula in Singapore. However, compared to other mathematics content domains, the data curriculum placed heavier emphasis on higher-order cognitive domains including the use of generally difficult mixed data visualizations. This demanding curriculum in Singapore was associated with the highest attainment in the data domain among average 4th grade Singaporean students relative to students in four East Asian countries in TIMSS, as analyzed by quantile regression. However, lower-performing Singaporean students at the 10th percentile generally did not outperform their East Asian peers. We further found very limited applications of data in other mathematics domains or cross-domain learning more generally. Conclusion Our study offers a comparative analysis of the data curriculum in elementary school mathematics education. While the data curriculum was cognitively demanding and translated to very high average attainments of Singaporean students, the curriculum did not equally help weaker Singaporean students, with implications on current discourse on equity–excellence trade-off in science, technology, engineering, and mathematics (STEM) education. Our study further highlights the lack of cross-domain learning in mathematics involving data. Despite the broad applicability of data science, elementary school students’ first formal experience with data may lack emphasis on its cross-domain applications, suggesting a need to further integrate data skills and competencies into the mathematics curriculum and beyond.
    WOS© Citations 2Scopus© Citations 8  115  147
  • Publication
    Metadata only
    A systematic literature review of computational thinking in K-8 education setting through the lens of a pedagogical content knowledge analysis
    (2022)
    Lin, Ting -Jun
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    Jiang, Shiyan
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    Osman Yaşar
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    As Computational Thinking (CT) becomes an increasingly necessary skill, it is crucial to examine how CT can be taught in the classroom. Pedagogical Content Knowledge (PCK) is a practical concept to examine how CT education can be developed. This systematic literature review presents the discussion of K-8 teachers’ PCK in the implementation of CT- related activities in the classroom. Studies were extracted from Google Scholar’s database. Among these studies, 14 articles were deemed to be relevant for a more in-depth examination. Findings from this preliminary literature review suggest that teachers have clear purposes and goals for teaching CT and various instructional strategies for teaching CT. However, the existing studies lacked information about teachers’ knowledge and beliefs regarding the methods for assessing students’ CT. Practical implications and future directions to enhance K-8 teachers’ PCK on CT are discussed in this study.
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  • Publication
    Metadata only
    Exploring secondary master STEM teachers’ tensions with transitioning to emergency remote teaching
    (Springer, 2024)
    Radloff, Jeffrey
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    Fantacone, Dominick
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    Pagano, Angela
    The past two decades have shown a rising global trend to offer online K-12 STEM learning, necessitating teachers to have the knowledge and skills to navigate online teaching contexts. However, related professional development and online STEM best teaching practices remain to be fully articulated. This issue was exacerbated following the COVID-19 pandemic outbreak that pushed most teachers into emergency remote teaching (ERT) roles without preparation. As such, this study explores secondary master STEM teachers’ (e.g., > 8 years of STEM teaching experience) transitions to ERT, classifying and categorizing what tensions they encountered in the process. Survey methods and open coding were used to collect and analyze data emphasizing teachers’ perceived challenges in shifting to ERT. Findings suggest that while participants had considerable STEM teaching experience, they encountered converging conceptual, pedagogical, cultural, and political tensions connected within ERT contexts. Results offer tangible starting points for supporting teachers in transitioning to online STEM environments.
    Scopus© Citations 2  11
  • Publication
    Metadata only
    Making a Makerspace for children: A mixed-methods study in Chinese kindergartens
    (Elsevier, 2023)
    Xiang, Sixuan
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    Yang, Weipeng
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    The purpose of this study was to investigate how the “Making a Makerspace” (MM) program can enhance children’s maker literacy and teachers’ understanding of maker education in makerspaces. The program was carried out in two kindergartens in China for three months and involved 407 children and 24 teachers. Six classrooms in each kindergarten were either assigned to the Makerspace condition or the control condition. Results from teacher questionnaires and observations of the children’s maker activities showed significant improvements in problem finding & solving, hands-on, creative design, and communication skills among the children in the Makerspace condition compared to the control condition. The study revealed that children in 4- and 5-year-old classes were proficient in using the Engineering Design Process in maker activities, but this was not the case for 3-year-old classes. The teachers also reported positive experiences with the MM program. This study highlights the effectiveness of makerspaces in early childhood education and provides a practical case for implementing makerspaces in kindergarten classrooms.
    Scopus© Citations 6  73
  • Publication
    Open Access
    Conceptualization of biomimicry in engineering context among undergraduate and high school students: An international interdisciplinary exploration
    (MDPI, 2023) ;
    Tan, Valerie Si Qi
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    Ferrand, Hortense Le
    Biomimicry is an interdisciplinary design approach that provides solutions to engineering problems by taking inspiration from nature. Given the established importance of biomimicry for building a sustainable world, there is a need to develop effective curricula on this topic. In this study, a workshop was conducted twice in Singapore: once with 14 students from a local high school in Singapore, and once with 11 undergraduate students in engineering from the United States. The workshop aimed to better understand how students conceptualize biomimicry following the bottom-up and top-down biomimetic methods. The workshop contained a lecture and laboratory session, and data were collected via questionnaires, field observation, and participant presentations at the end of the laboratory session. A qualitative analysis revealed that the top-down biomimetic approach was initially understood using vague and generic terms. In contrast, the students described the bottom-up approach using precise and technical vocabulary. By naming the themes highlighting the students’ conceptualizations, it was concluded that strengthening the principle that makes the natural object unique and increasing interdisciplinary knowledge are needed to help them perform the top-down approach. The results from this work should be confirmed with a more significant number of participants, and they could help develop a curriculum to teach the two approaches effectively by providing tools to help the students generalize their ideas and abstract meaning from systems.
    WOS© Citations 1Scopus© Citations 16  54  169
  • Publication
    Metadata only
    A literature overview of differences between engineering education and other disciplinary education
    (2021)
    Van den Bogaard, Maartje
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    Strobel, Johannes
    This work-in-progress reports on a project to establish differences between STEM education, and specifically Engineering Education, and other education fields/disciplines based on empirical observations. In this study we report on first steps towards a literature overview of such differences and on the development of an analytical framework to analyze the publications.
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  • Publication
    Open Access
    Pre-service elementary teachers’ science and engineering teaching self-efficacy and outcome expectancy: Exploring the impacts of efficacy source experiences through varying course modalities.
    (Springer, 2024)
    Hammack, Rebekah
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    Pavlovich, Christina
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    Boz, Tugba
    Background Teacher efficacy is one of the most influential components for effective instruction, highlighting the importance of providing preservice teachers (PSTs) with opportunities to learn how to teach engineering during their college preparatory coursework. Making space for engineering instruction within science methods coursework could provide opportunities for PSTs to enhance their engineering teaching efficacy but also requires course instructors to give up some time previously devoted to science-focused instruction. The purpose of the current study was to explore how infusing engineering learning opportunities into a science methods course impacts PSTs’ engineering and science teaching efficacy and outcome expectancy. Results Pre/post-surveys were completed by PSTs enrolled in a Kindergarten-8th grade science methods course offered in four modalities (i.e., face-to-face, hybrid, online, rapid shift online). The course offered multiple engineering-focused learning activities and vicarious experiences. PSTs’ science teaching efficacy beliefs, engineering teaching efficacy beliefs, science teaching outcome expectancy, and engineering teaching outcome expectancy all significantly increased from pre- to post-test. There was no significant difference between efficacy gains based on course modality. The purposeful inclusion of multiple engineering activities and vicarious experiences allows for significant gains in science and engineering teaching efficacy and outcome expectancy regardless of the modality in which the course is taken. Conclusions This study shows that having varied efficacy source experiences while learning engineering design can result in increased efficacy, even in the absence of field experience and face-to-face coursework, and that the inclusion of these engineering experiences with science methods coursework does not detract from enhancing science teaching efficacy beliefs and outcome expectancy. Further research is needed to more closely examine individual components of science methods courses and the impacts each component has when implemented using different course modalities.
    Scopus© Citations 4  38  128
  • Publication
    Metadata only
    Investigating ethics in an undergraduate design thinking project: The Stanford EDIPT framework approach in Southeast Asia
    (2022)
    Shamita Venkatesh
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    Fong, Eileen Wenmei
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    This research is to practice a full paper that discusses ethics in engineering. Engineering graduates are expected to have ethical critical thinking and problem-solving skills to tackle real-world complex problems in the workplace. Course curriculum could benefit from more authentic learning and interdisciplinary teaching focused on engineering design and problem-solving. This pilot project incorporates a research-based design thinking framework EDIPT (Empathize, Define, Ideate, Prototype, Test), developed by Stanford University to guide students through conceptualization-to-production processes in a newly designed engineering course at an internationally-renowned university in Singapore. The study aims to equip students for ethical problem-solving, support more innovative and feasible ideas and products, and allow students to better exhibit knowledge and accomplish the Engineering Accreditation Board (EAB) requirements. 36 third-year engineering students (39% female and 61% male) participated in this study through hybrid online/offline course activities and working with industry partners for real-world problem-solving. While the entire project implements an exploratory sequential mixed method research design, with multi-layered research data including student interviews and in-course and post-course reflections, this paper focuses on the participants’ open-ended pre-course survey responses about ethics in engineering. We conducted qualitative inductive analysis using an open coding technique and created descriptive codes. Preliminary findings suggest five emergent themes of ethical considerations, namely 1) client-centered responsibility, 2) intellectual property infringement/originality, 3) macro ethical considerations, 4) professionalism, and 5) others. Findings from this study will help to bolster research on ethical considerations in design thinking for the engineering field, as well as the applicability of foreign research frameworks in local practice contexts. Findings will also contribute to determining the best approach for improving the teaching framework for future iterations of the engineering courses, as well as assessing the suitability of applying design thinking to similar capstone courses within the university.
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  • Publication
    Metadata only
    Global initiatives and challenges in integrating artificial intelligence literacy in elementary education: Mapping policies and empirical literature
    (Wiley, 2024) ;
    Yang, Weipeng
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    Sturgess, Joshita B.
    Artificial intelligence (AI) has permeated most facets of life in the 21st century and has rapidly transformed various aspects of modern society. From entertainment to education, these advanced technologies have achieved a high level of competency in skills that once necessitated human involvement. Given AI's potential impact, ensuring students are literate in AI will support the careful integration of these advanced technologies to achieve sustainable development goals. This review hence examines the avenues for integrating AI literacy into elementary education by analyzing current global initiatives focused on implementing AI literacy education. The purpose is to support innovations within the educational framework to develop a universally accessible AI literacy education program. In line with this purpose, this study explores worldwide AI literacy initiatives that use hands-on activities, collaborative learning, and project-based learning to introduce AI fundamentals to diverse learners. Limitations on the provision of AI literacy education are also discussed, including professional development, openness to AI tools, and other challenges. This review aims to inform global efforts to support universal access to AI literacy education, which can ensure equitable outcomes for all learners, emphasizing the need for collaborative efforts to support the development and delivery of quality AI literacy education.
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