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Ozcan Gulacar; Brandon Vernoy; Emily Tran; Arista Wu; Emily Zhang Huie; Efrain Vasquez Santos; Anish Wadhwa; Risa Sathe; Alexandra Milkey – Journal of Chemical Education, 2022
This study aimed to examine the impact of years of experience and field of expertise on the development of chemistry knowledge structures from STEM experts comprising 103 professors, 10 postdocs, and 146 doctoral students. Of these participants, 127 were specialized in chemistry and the rest were from various science and engineering disciplines.…
Descriptors: Chemistry, Knowledge Level, Expertise, College Faculty
Gardner, Grant E.; Ellen Lohr, Mary; Bartos, Stephen; Reid, Joshua W. – Journal of Biological Education, 2019
One of the key agendas for the emerging field of disciplinary-based education research is the evaluation of the trajectory of disciplinary knowledge development from novice to expert. However, with the ongoing promotion of student-centered and collaborative undergraduate science classrooms, it is unknown how peer discourse during these exercises…
Descriptors: Undergraduate Students, Biology, Majors (Students), Concept Mapping
Kinchin, Ian M. – Journal of Biological Education, 2011
Concept mapping is discussed as a tool for the visualisation of knowledge structures that can be exploited within biological education. Application of this tool makes it possible to relate the structure of the curriculum to the structure of the discipline, in order to support the development of robust student knowledge structures in ways that…
Descriptors: Expertise, Concept Mapping, Discipline, Cognitive Structures
Inferential Statistics: Understanding Expert Knowledge and Its Implications for Statistics Education
Alacaci, Cengiz – Journal of Statistics Education, 2004
This study investigated the knowledge base necessary for choosing appropriate statistical techniques in applied research. In this study, we compared knowledge used by six experts and six novices in two types of statistical tasks. The tasks were: 1) comparing research scenarios from the perspective of choosing a statistical technique, and 2) direct…
Descriptors: Statistics, Statistical Inference, Expertise, Comparative Analysis
International Association for Development of the Information Society, 2012
The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…
Descriptors: Academic Achievement, Academic Persistence, Academic Support Services, Access to Computers