STEM Graduate Students’ Systems Thinking, Modeling and Scientific Understanding—The Case of Food Production
Open Access
- 22 October 2020
- journal article
- research article
- Published by MDPI AG in Applied Sciences
- Vol. 10 (21) , 7417
Abstract
Modeling and systems thinking skills, as well as scientific understanding, are necessary for comprehending complex, food-related processes. The aim of this research was to evaluate the effect of food-related learning units on graduate students’ systems thinking and modeling skills, as well as on their understanding of science, technology, engineering, and mathematics (STEM) issues. In this research, six STEM experts constructed a conceptual model of the codfish tracking process using Object-Process Methodology. Next, 15 STEM graduate students, who are prospective teachers, participated in a graduate course, which includes four online units on food production processes based on their respective models. Research tools included an expert focus group, student assignments, and questionnaires. Modeling and scientific understanding rubrics were adapted and validated for analysis of the assignments. We found a significant difference in the scores of systems thinking and modeling skills between students with modeling background and those without. Based of students’ feedback along the course, learning in context of food and sustainability also contributed to developing these skills. The contribution is the combination of food production and conceptual models for developing STEM teachers’ systems thinking and modeling skills, and their scientific understanding of food processes and sustainability issues.Keywords
Funding Information
- EIT Food (TRACOD #20124)
- Bernard M. Gordon Center for System Engineering (2028379)
This publication has 46 references indexed in Scilit:
- Guidelines for Reporting Reliability and Agreement Studies (GRRAS) were proposedInternational Journal of Nursing Studies, 2011
- Scientific UnderstandingFoundations of Science, 2006
- Knowledge, abilities, cognitive characteristics and behavioral competences of engineers with high capacity for engineering systems thinking (CEST)Systems Engineering, 2006
- Conceptual change: A powerful framework for improving science teaching and learningInternational Journal of Science Education, 2003
- The promise of multimedia learning: using the same instructional design methods across different mediaLearning and Instruction, 2003
- Nine Ways to Reduce Cognitive Load in Multimedia LearningEducational Psychologist, 2003
- Object-process Analysis: Maintaining the Balance Between System Structure and BehaviourJournal of Logic and Computation, 1995
- Motivating Project-Based Learning: Sustaining the Doing, Supporting the LearningEducational Psychologist, 1991
- The fifth discipline, the art and practice of the learning organizationPerformance + Instruction, 1991
- The Theory of Open Systems in Physics and BiologyScience, 1950