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whole picture, recognizing that individual elements are interconnected and that their interactions shape the behavior of the entire system. By embracing this holistic view, we gain a deeper understanding of complex problems and can identify underlying patterns and relationships that might otherwise go unnoticed. B. The Ability to Predict What Happens Next: Complex systems are characterized by nonlinear dynamics, where small changes can lead to disproportionately large effects over time. Understanding these dynamics is crucial for anticipating the consequences of our actions and avoiding unintended outcomes. Systems thinking helps us identify the cause and effect within a system. By recognizing
hope this overview provides a thought-provoking invitation toengineering education professionals and educators. We hope it can lead to a productive sharingof knowledge that can strengthen both fields.References:[1] J. Dewey, “Education as Engineering,” New Republic, 20 September 1922, 89–91.[2] H. A. Simon, “Job of a college president,” Educational Record, American Council on Education, vol. 48, no. 1, pp. 68–78, 1967.[3] K. E. Willcox, S. Sarma, and P. Lippel, “Online Education: A Catalyst for Higher Education Reforms”, Final Report, Online Education Policy Initiative, April 2016. https://oepi.mit.edu/files/2016/09/MIT-Online-Education-Policy-Initiative-April-2016.pdf[4] C. Dede, J. Richards, and B. Saxberg, Learning Engineering for
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score of 88.56%, equivalent to a letter grade of B+. Table 1: Performance of ChatGPT-4 in CSE 174. Course Assessment Grade ChatGPT-4 Jamieson’s LLM Assessment Count Weight Score Prompt Taxonomy Final Exam 1 20% 86% PR; CoT; zero-shot Midterm Exam 1 1 15% 91% PR: CoT; zero-shot Midterm Exam 2 1 15% 88% PR; CoT; zero-shot Labs 10 15% 84.90% PR: CoT; zero-shot Quizzes 13 10% 85.71% PR: CoT; zero-shot Projects
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Paper ID #46715Assessing Learning and Self-Efficacy in Online Modules on Systems Thinkingand Systems EngineeringDr. Mark David Bedillion, Carnegie Mellon University Dr. Bedillion received the BS degree in 1998, the MS degree in 2001, and the PhD degree in 2005, all from the mechanical engineering department of Carnegie Mellon University (CMU). Dr. Bedillion is currently a Teaching Professor and Director of Academic Operations in the CMU Mechanical Engineering department. His previous experience includes serving as an Associate Professor at the South Dakota School of Mines and Technology and a researcher / manager at
Paper ID #46862Tinkering Towards Systems Thinking: Integrating Hands-On Design Activitiesin First-Year Engineering EducationDr. Micah Lande, South Dakota School of Mines and Technology Micah Lande, PhD is an Assistant Professor and E.R. Stensaas Chair for Engineering Education in the Leslie A. Rose Department of Mechanical Engineering at the South Dakota School of Mines & Technology. Dr. Lande directs the Holistic Engineering Lab and Observatory. He teaches human-centered engineering design, design thinking, and design innovation courses. Dr. Lande researches how technical and non-technical people learn and apply