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Download full textMasnick, Amy M.; Morris, Bradley J. – Education Sciences, 2022
Data reasoning is an essential component of scientific reasoning, as a component of evidence evaluation. In this paper, we outline a model of scientific data reasoning that describes how data sensemaking underlies data reasoning. Data sensemaking, a relatively automatic process rooted in perceptual mechanisms that summarize large quantities of…
Descriptors: Models, Science Process Skills, Data Interpretation, Cognitive Processes
Tonbul, Yilmaz; Ödemis Keles, Nurdan – Research in Educational Administration & Leadership, 2022
This study examines the contribution of the knowledge produced in educational administration doctoral theses to the functions of science, concept and model development, theory formation, scale development/adaptation and application. Content analysis, one of the qualitative methods, was used in conducting the research, which analyzed 122 doctoral…
Descriptors: Educational Administration, Doctoral Dissertations, Content Analysis, Scientific Concepts
Direct linkHoehn, Jessica R.; Lewandowski, H. J. – Physical Review Physics Education Research, 2022
Students sometimes learn about a model of the "scientific method" that is linear and clear cut. While this approach may have pedagogical advantages, it does not reflect how science is often done in practice. The Experimental Modeling Framework (EMF) describes the complex and iterative process of experimentation in the domain of physics,…
Descriptors: Undergraduate Students, Student Attitudes, Scientific Attitudes, Scientific Methodology
