Contribution: Model-based learning improves systems thinking (ST) based on students' prior knowledge and gender. Relations were found between textual, visual, and mixed question types and student achievements. Background: ST is essential to judicious decision-making and problem-solving. Undergraduate students can be taught to apply better ST, and…

Collaborations and partnerships across disciplines are becoming increasingly recognized as valuable endeavors toward solving emerging global challenges in our rapidly changing world. Thus, it is crucial to create STEM educational strategies that infuse diverse and interconnected perspectives among scientists, policymakers, and the general public.…

The Department of Electrical and Computer Engineering (ECE) at Virginia Tech is in the fourth year of a large-scale change project called "Revolutionizing Engineering Departments" (NSF RED) (Lord et al., 2018). Our project has three interrelated goals: (1) broaden the range of students entering the department, (2) expand the boundaries…

Purpose: Sustainability within tertiary curriculum is hard to measure and often perceived to be illusive in nature. Existing higher education sustainability assessment tools rarely focus on the curriculum. This paper aims to establish and implement a tool that can measure sustainability integration within curriculum. The Faculty of Engineering and…

Decision making in most universities is taught within the conventional OR/MS (Operations Research/Management Science) paradigm. This paradigm is known to be "hard" since it is consisted of mathematical tools, and normally suitable for solving structured problems. In complex situations the conventional OR/MS paradigm proves to be…

Central to the mission of most educational institutions is the task of preparing the next generation of citizens to contribute to society. Schools, colleges, and universities value a range of outcomes--e.g., problem solving, creativity, collaboration, citizenship, service to community--as well as academic outcomes in traditional subjects. Often…

This paper presents a brief overview of the changes made during our department level reform (DLR) process (Grant Title: "A Systems Approach for Civil and Environmental Engineering Education: Integrating Systems Thinking, Inquiry-Based Learning and Catamount Community Service-Learning Projects") and some of the effects of these changes on…

Discusses the nature of and steps required in building an expert system. Includes comments by students given an assignment to choose a suitable topic and develop a small expert system related to that topic, as well as favorable faculty comments on the strategy. Also includes a student-developed expert system on rock-blasting. (JN)

Discusses the use of simulations to study complex real-life systems in engineering. Describes some of the limitations of using simulations. Identifies some situations in which computer simulations are practical and useful tools for the design, analysis, and evaluation of systems. (TW)