The aims of university System Dynamics (SD) programs include the mastery of systems thinking skills, modeling skills, and/or application to solving real-world, dynamic, complex problems. Existing research has articulated learning sequences of what learners should know and be able to do, and when. It is called the competence development framework…

Concept map (CM) is introduced as a useful tool for studying students' system thinking (ST). However, it is more known to represent students' knowledge of system components and organization and less recognized as a tool to examine and enhance students' understanding about the underlying causal mechanisms in complex systems. In this study, through…

Higher education plays an important role in preparing future citizens and leaders with the capacity to address systemic issues behind complex problems such as climate change. There have however been few attempts to assess systems-related competencies in the context of complex problems. This study adapted an existing scenario-based assessment tool…

The "electric grid" is the system of power generators, power lines, and other equipment that transports electricity from where it is generated to where it is used. Electricity and its distribution are crucial to the functioning of modern society, yet its dynamics often go unseen and unnoticed by the public. Teaching about the sources…

The United States is in a period of reckoning from which institutions of higher education are not exempt. Rather, we exist at the intersection of the chaos wrought by the novel coronavirus and the spread of outrage about systemic racism beyond Black, Indigenous, and People of Color (BIPoC) communities. The resulting almost universal sense of loss…

Constructed responses can be used to assess the complexity of student thinking and can be evaluated using rubrics. The two most typical rubric types used are holistic and analytic. Holistic rubrics may be difficult to use with expert-level reasoning that has additive or overlapping language. In an attempt to unpack complexity in holistic rubrics…

Despite evidence on the interaction between cognitive individual differences (IDs) and task complexity, our knowledge of how affective IDs, such as foreign language enjoyment (FLE), interact with task complexity and other factors is limited. Since tasks and activities were found by Dewaele and MacIntyre (2014) to be most relevant to FLE, and since…

Purpose: Education for Sustainability in Higher Education (ESHE) sits within and across disciplinary settings that share the need for a framework that provides a basis for pedagogy, assessment and learning outcomes (Kalsoom, 2019). ESHE strives to create transformative learning spaces that help students gain the knowledge and skills they need to…

Systems change literacy includes the willingness and ability to engage in collective action within and among system components, guided by long-term plans and measured by short-term, achievable "small wins." While potentially perceived as too "high level" or abstract, it can be helpful to consider that collective action occurs…

The understanding of complex, dynamic and animate systems has a special standing in education for sustainable development and biology. Thus one important role of science teacher education is to promote student teachers' Content Related Knowledge (CRK) for teaching systems thinking, consisting of extensive Content Knowledge (CK) and well formed…

This work provides a conceptual framework for developing coherent history curricula at university level. It can also be used for evaluating existing curricula in terms of coherence. For this purpose, two models that are closely inter-connected called History Education System (Tarih Egitim Sistemi or TES) and History Research System (Tarih…

This book addresses the need to diversify mainstream forms of assessment currently used in Higher Education in order to re-establish the focus on the learning process. Making assessment central to student learning is about returning to what current research emphasises: the primary beneficiary of assessment should be the student. To achieve this in…

This paper presents a new laboratory-based module for embedded systems teaching, which addresses the current lack of consideration for the link between hardware development, software implementation, course content and student evaluation in a laboratory environment. The course introduces second year undergraduate students to the interface between…

This book presents a schoolwide model of instructional support designed to make the most of available time, resources, and personnel--one that is also fully compatible with other problem-solving models, such as response to intervention. The authors provide a comprehensive and cohesive framework for linking assessment and intervention. They show…

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…