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Zhichun Liu; Zarina Gearty; Eleanor Richard; Chandra Hawley Orrill; Shakhnoza Kayumova; Ramprasad Balasubramanian – International Journal of STEM Education, 2024
Although computational thinking (CT) is becoming increasingly prevalent in K-12 education, many teachers find it challenging to integrate it with their classroom learning. In this systematic review, we have reviewed empirical evidence on teachers' computational-thinking-focused professional development (PD). The findings depict the landscape of…
Descriptors: Computation, Thinking Skills, Elementary Secondary Education, Teaching Methods
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Rafi Santo; Anne Drew Hu; David Phelps; Secil Caskurlu; Kyle Dunbar; Aman Yadav – Computer Science Education, 2025
Background: While advocates for integrating Computational Thinking (CT) into existing K12 classrooms have acknowledged and aimed to address various barriers to implementation, we contend that a more foundational issue -- tensions between the epistemology of computing and those of existing disciplines -- has largely been overlooked. Studies of…
Descriptors: Thinking Skills, Computation, Elementary Secondary Education, Art Education
Steven Azeka – ProQuest LLC, 2024
This dissertation examines the response of a group of educators to a state mandate to integrate computational thinking (CT) into all levels of the curriculum. It explores the historical development of CT and its significance within the broader context of Science, Technology, Engineering, and Mathematics education, emphasizing the rapid growth and…
Descriptors: Computation, Thinking Skills, Educational History, STEM Education
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Yadav, Aman; Ocak, Ceren; Oliver, Amber – TechTrends: Linking Research and Practice to Improve Learning, 2022
Since Wing "Communications of the ACM," 49, 33-35, (2006) popularized computational thinking (CT) as a skill for every student, it has gained significant traction as an approach to bring computer science tools and practices into K-12 classrooms. At the same time, teachers often see the relevance of CT as a tool to introduce problem…
Descriptors: Computation, Thinking Skills, Metacognition, Elementary Secondary Education
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Sergio Trilles; Aida Monfort-Muriach; Enrique Cueto-Rubio; Carmen Lopez-Girona; Carlos Granell – IEEE Transactions on Education, 2024
This article discusses the latest developments of the Sucre4Stem tool, as part of the Sucre initiative, which aims to promote interest in computational thinking and programming skills in K-12 students. The tool follows the Internet of Things approach and consists of two prominent components: 1) SucreCore and 2) SucreCode. SucreCore incorporates an…
Descriptors: Elementary Secondary Education, Thinking Skills, Problem Solving, Computation
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Lv, Lin; Zhong, Baichang; Liu, Xiaofan – Education and Information Technologies, 2023
In K-12 education, Computational Thinking (CT) has been a trendy issue in mathematics education, but the approach and results of CT + Math are not yet clear enough. This paper systematically reviewed 22 SSCI journal papers from three perspectives: the current status, outcomes, and implications of mathematics and CT integration. Results indicate…
Descriptors: Literature Reviews, Mathematics Education, Integrated Curriculum, Computation
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Treschman, Keith – Teaching Science, 2022
The topic of the seasons is covered in both primary and secondary schools in Australia. It may be difficult for some students to comprehend how the Sun alters its position throughout the year. This article shows how to calculate the changing rising and setting positions of the Sun for one's locality and the extremes of its elevation near noon over…
Descriptors: Science Instruction, Astronomy, Computation, Motion
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Stella Xin Yin; Dion Hoe-Lian Goh; Choon Lang Quek; Zhengyuan Liu – Educational Technology & Society, 2025
With the growing popularity of computational thinking (CT) classes in K-12 schools, it is important to investigate public perceptions of these initiatives. Analyzing public discussions and opinions provides valuable insights that can inform future educational policies and reforms. In this paper, we collected questions and answers related to CT…
Descriptors: Computation, Thinking Skills, Elementary Secondary Education, Public Opinion
Gozde McLaughlin – ProQuest LLC, 2024
Knowledge-producing practices in sciences and engineering increasingly use computational means for modeling and working with data. Despite consensus regarding the importance of computational thinking in science and engineering, scholars differ in conceptualization of the primary purposes and role of its integration in K-12 science (Kafai &…
Descriptors: Preservice Teachers, Computation, Engineering, Elementary Secondary Education
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Amy Voss Farris; Gözde McLaughlin – Journal of Computer Assisted Learning, 2024
Background: Science teachers' understanding of the roles of computing practices in science frame how they enact scientific computational practices in their teaching and how their students perceive the relationship between computational practices and scientific endeavours. Objectives: This critical, integrative review synthesizes teacher learning…
Descriptors: Science Teachers, Computation, Multiple Literacies, Elementary Secondary Education
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Cheng, Li; Wang, Xiaoman; Ritzhaupt, Albert D. – Journal of Educational Computing Research, 2023
Computational thinking is believed to be beneficial for Science, Technology, Engineering, and Mathematics (STEM) learning as it is closely related to many other skills required by STEM disciplines. There has been an increasing interest in integrating computational thinking into STEM and many studies have been conducted to examine the effects of…
Descriptors: Elementary Secondary Education, STEM Education, Computation, Thinking Skills
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Chen, Peng; Yang, Dong; Metwally, Ahmed Hosny Saleh; Lavonen, Jari; Wang, Xiao – International Journal of STEM Education, 2023
Unplugged activities as a low-cost solution to foster computational thinking (CT) skills seem to be a trend in recent years. However, current evidence of the effectiveness of unplugged activities in promoting students' CT skills has been inconsistent. To understand the potential of unplugged activities on computational thinking skills, a…
Descriptors: Computation, Thinking Skills, Learning Activities, Literature Reviews
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Lan Hong – Education and Information Technologies, 2024
Educational robots have unrivaled advantages and value in developing students' computational thinking. Currently, there are fewer studies on the overall effects of educational robots on K12 students' computational thinking, especially at the instructional style and cross-grade level. In order to investigate the overall effect of educational robots…
Descriptors: Robotics, Computation, Thinking Skills, Elementary Secondary Education
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Cheng Wang; Meina Zhu – Educational Media International, 2025
K-12 computer science (CS) education has emerged as a vital component of modern education, nurturing computational thinking, problem-solving, and digital literacy. This study examines the K-12 CS education dynamics, emphasizing its impact and implications, particularly in the context of equity. Twitter data from 2017 to 2021 were collected,…
Descriptors: Elementary Secondary Education, Computer Science Education, Social Media, Equal Education
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Munasinghe, Bhagya; Bell, Tim; Robins, Anthony – Journal of Pedagogical Research, 2023
An unplugged approach to teaching enables students to explore Computational Thinking without using a computer. It might appear that if students are to learn programming, they should focus on computer-based work; however, it appears that using "unplugged" activities before engaging in computer-based coding (programming) activities for…
Descriptors: Learning Activities, Programming, Introductory Courses, Computation
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