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Exploring Core Ideas of Procedural Understanding in Scientific Inquiry Using Educational Data Mining
Arnold, Julia C.; Mühling, Andreas; Kremer, Kerstin – Research in Science & Technological Education, 2023
Background: Scientific thinking is an essential learning goal of science education and it can be fostered by inquiry learning. One important prerequisite for scientific thinking is procedural understanding. Procedural understanding is the knowledge about specific steps in scientific inquiry (e.g. formulating hypotheses, measuring dependent and…
Descriptors: Science Process Skills, Inquiry, Active Learning, Science Education
Marcus Kubsch – Journal of Research in Science Teaching, 2024
Energy is a central concept across the sciences and an important goal of science education is to support all students so that they develop a full understanding of the energy concept. However, given the abstract and complex nature of the energy concept, only a few students develop an understanding so that they can use energy ideas to make sense of…
Descriptors: Data Analysis, Grade 6, Grade 7, Grade 8
Using Knowledge Space Theory to Compare Expected and Real Knowledge Spaces in Learning Stoichiometry
Segedinac, M. T.; Horvat, S.; Rodic, D. D.; Roncevic, T. N.; Savic, G. – Chemistry Education Research and Practice, 2018
This paper proposes a novel application of knowledge space theory for identifying discrepancies between the knowledge structure that experts expect students to have and the real knowledge structure that students demonstrate on tests. The proposed approach combines two methods of constructing knowledge spaces. The expected knowledge space is…
Descriptors: Science Instruction, Chemistry, Knowledge Level, Problem Solving
Pols, C. F. J.; Dekkers, P. J. J. M.; de Vries, M. J. – International Journal of Science Education, 2021
This paper explores students' ability to analyse and interpret empirical data as inadequate data analysis skills and understandings may contribute to the renowned disappointing outcomes of practical work in secondary school physics. Selected competences, derived from a collection of leading curricula, are explored through interviews and practical…
Descriptors: Science Instruction, Secondary School Science, Inquiry, Science Process Skills
Eagle, Michael; Corbett, Albert; Stamper, John; Mclaren, Bruce – International Educational Data Mining Society, 2018
In this work we use prior to tutor-session data to generate an individualized student knowledge model. Intelligent learning environments use student models to individualize curriculum sequencing and help messages. Researchers decompose the learning tasks into sets of Knowledge Components (KCs) that represent individual units of knowledge; the…
Descriptors: Individualized Instruction, Models, Data Analysis, Knowledge Level
Khanlari, Ahmad; Zhu, Gaoxia; Scardamalia, Marlene – Journal of Learning Analytics, 2019
Interdisciplinary studies foster integration of ideas across disciplines. The knowledge building pedagogy, with its 12 principles and associated technology, Knowledge Forum®, provides multifaceted support for linking ideas across disciplines and communities. This exploratory study aims to assess the extent to which elementary-school students…
Descriptors: Interdisciplinary Approach, Elementary School Students, Teaching Methods, Knowledge Level
Chen, Bodong; Resendes, Monica; Chai, Ching Sing; Hong, Huang-Yao – Interactive Learning Environments, 2017
As collaborative learning is actualized through evolving dialogues, temporality inevitably matters for the analysis of collaborative learning. This study attempts to uncover sequential patterns that distinguish "productive" threads of knowledge-building discourse. A database of Grade 1-6 knowledge-building discourse was first coded for…
Descriptors: Elementary Education, Knowledge Level, Databases, Coding
Demirdögen, Betül; Hanuscin, Deborah L.; Uzuntiryaki-Kondakci, Esen; Köseoglu, Fitnat – Research in Science Education, 2016
The purpose of this case study is to delve into the complexities of the early development of preservice chemistry teachers' science teaching orientations, knowledge of learners, knowledge of instructional strategies, and knowledge of assessment during a two-semester intervention designed to enhance their pedagogical content knowledge (PCK) for…
Descriptors: Preservice Teachers, Preservice Teacher Education, Science Instruction, Chemistry
Georgiou, Helen; Maton, Karl; Sharma, Manjula – Canadian Journal of Science, Mathematics and Technology Education, 2014
Science education research has built a strong body of work on students' understandings but largely overlooked the nature of science knowledge itself. Legitimation Code Theory (LCT), a rapidly growing approach to education, offers a way of analyzing the organizing principles of knowledge practices and their effects on science education. This…
Descriptors: Science Instruction, Scientific Concepts, Qualitative Research, College Students
Kukliansky, Ida; Eshach, Haim – Journal of Science Education and Technology, 2014
The interpretation of data and construction and understanding of graphs are central practices in science; therefore, an important skill needed in the undergraduate physics laboratory is the ability to analyze data obtained from experiments. Often students are not able to reach logical deductions based on data, acquired from the experiments that…
Descriptors: Science Instruction, Science Laboratories, Physics, Graphs
Akerson, Valarie; Nargund-Joshi, Vanashri; Weiland, Ingrid; Pongsanon, Khemmawadee; Avsar, Banu – International Journal of Science Education, 2014
This study explored third-grade elementary students' conceptions of nature of science (NOS) over the course of an entire school year as they participated in explicit-reflective science instruction. The "Views of" NOS-D (VNOS-D) was administered pre instruction, during mid-school year, and at the end of the school year to track…
Descriptors: Elementary School Students, Student Attitudes, Scientific Attitudes, Grade 3
Demirdögen, Betül; Uzuntiryaki-Kondakçi, Esen – Chemistry Education Research and Practice, 2016
The purpose of this case study was to investigate how pre-service chemistry teachers' science teaching orientations change during a two-semester intervention designed to enhance their pedagogical content knowledge (PCK) for teaching the nature of science (NOS). Moreover, the way that pre-service chemistry teachers translated their change in…
Descriptors: Foreign Countries, Theory Practice Relationship, Preservice Teachers, Student Teacher Attitudes
Benedek-Wood, Elizabeth; Mason, Linda H.; Wood, Philip H.; Hoffman, Katie E.; McGuire, Ashley – Learning Disabilities: A Contemporary Journal, 2014
A staggered A-B design study was used to evaluate the effects of Self- Regulated Strategy Development (SRSD) instruction for quick writing in middle school science across four classrooms. A sixth-grade science teacher delivered all students' writing assessment and SRSD instruction for informative quick writing. Results indicated that performance…
Descriptors: Middle School Students, Secondary School Science, Science Instruction, Writing (Composition)
van Rens, Lisette; van der Schee, Joop; Pilot, Albert – Journal of Chemical Education, 2009
This design research describes the development of a student inquiry project in which upper-secondary school chemistry students learn domain-specific concepts by doing inquiry in a simulated inquiry community. The design of the inquiry project is based on the extended procedural and conceptual knowledge in science (PACKS) model; the student…
Descriptors: Chemistry, Teaching Methods, Science Instruction, Inquiry
Sampson, Demetrios G., Ed.; Spector, J. Michael, Ed.; Ifenthaler, Dirk, Ed.; Isaías, Pedro, Ed. – International Association for Development of the Information Society, 2017
These proceedings contain the papers of the 14th International Conference on Cognition and Exploratory Learning in the Digital Age (CELDA 2017), 18-20 October 2017, which has been organized by the International Association for Development of the Information Society (IADIS) and endorsed by the Japanese Society for Information and Systems in…
Descriptors: Conference Papers, Student Journals, Diaries, Self Management
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