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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
Devetak, Iztok; Savec, Vesna Ferk – Center for Educational Policy Studies Journal, 2020
During the last three decades, chemical education in Slovenia has developed mainly in two chemistry education research groups, one located at the University of Ljubljana and the other at the University of Maribor. The present study aims to identify research papers in the field of chemical education published between 1991 and 2019 through a…
Descriptors: Foreign Countries, Chemistry, Educational Research, Teacher Education
Goes, Luciane F.; Nogueira, Keysy S. C.; Fernandez, Carmen – Problems of Education in the 21st Century, 2020
Redox reactions are considered one of the most difficult chemistry subjects to teach and learn. However, this is an important content that permeates several topics and includes many everyday life-related phenomena. To understand the teaching and learning difficulties of the 'redox reactions' topic, a systematic literature review was conducted.…
Descriptors: Science Instruction, Chemistry, Scientific Concepts, Concept Formation
Tsakmaki, Paraskevi; Koumaras, Panagiotis – School Science Review, 2016
Science education research has shown that students use causal reasoning, particularly the model "agent--instrument--object," to explain or predict the outcome of many natural situations. Students' reasoning seems to be based on a small set of few intuitive rules. One of these rules quantitatively correlates the outcome of an experiment…
Descriptors: Science Experiments, Scientific Concepts, Scientific Literacy, Scientific Methodology
Sao Pedro, Michael A.; Baker, Ryan S. J. d.; Gobert, Janice D. – Grantee Submission, 2013
When validating assessment models built with data mining, generalization is typically tested at the student-level, where models are tested on new students. This approach, though, may fail to find cases where model performance suffers if other aspects of those cases relevant to prediction are not well represented. We explore this here by testing if…
Descriptors: Educational Research, Data Collection, Data Analysis, Generalizability Theory
Komorek, Michael; Duit, Reinders – International Journal of Science Education, 2004
The educational potential of non-linear systems is given surprisingly little attention in science education research--at least in research that links content matter and educational issues. The project on educational reconstruction of non-linear systems at the IPN has investigated the educational significance of threferring phenomena and the…
Descriptors: Learning Processes, Educational Research, Science Education, Foreign Countries
van den Berg, Euwe; And Others – 1994
This paper addresses the role experiments can play in concept development. The study used a qualitative phenomenography research methodology. The interactions of one student with an instructor in a series of eight sessions on electric circuits is reported. The first three session focused on diagnosing the students' prior conceptions of electric…
Descriptors: Concept Formation, Educational Research, Electric Circuits, Foreign Countries

Doran, Rodney L.; And Others – Journal of Research in Science Teaching, 1993
Tests in each science area were developed around six laboratory tasks. Students had to plan an investigation, collect and organize data, and formulate conclusions based on calculations and graphs. Over 1,000 students from 32 Ohio schools formed the sample for this study. Data are presented by skill and by task. An analysis for gender and school…
Descriptors: Alternative Assessment, Educational Research, High Schools, Performance Based Assessment

Witenoff, Shalamit; Lazarowitz, Reuven – Research in Science and Technological Education, 1993
Presents samples of educational material adapted for laboratory use on the subject of the pH scale, dilution skills, and their relevance to biology. The experiments were developed for use in both ninth-grade heterogeneous and tracked classes in biology. Students were assessed for academic achievement in relation to their operational reasoning…
Descriptors: Academic Achievement, Biology, Developmental Stages, Educational Research

Toth, Eva Erdosne; Klahr, David; Chen, Zhe – Cognition and Instruction, 2000
Developed and tested a cognitive theory-based intervention teaching a procedure for designing simple controlled experiments to fourth graders. Found that the intervention produced significant gains in students' ability to create controlled experiments, provide valid justifications for their experiments, and evaluate experiments designed by others.…
Descriptors: Classroom Techniques, Educational Research, Educational Theories, Elementary Education