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…

Background: Stealth assessment is a learning analytics method, which leverages the collection and analysis of learners' interaction data to make real-time inferences about their learning. Employed in digital learning environments, stealth assessment helps researchers, educators, and teachers evaluate learners' competencies and customize the…

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 focus of this Q methodological study was to explore how professionals in the Educational Psychological Service (EPS) and schools experienced a system-based approach to expert assessment work. Forty informants from the EPS and schools sorted 60 statements about the assessment process. The following two shared viewpoints were identified: (1)…

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…

The article presents two key concepts of sociological systems theory -- externalisation and structural coupling -- and applies them to explain (a) the exponential growth of international large-scale student assessments and (b) the rise of 'policy-relevant' educational research. The author concludes with a comparison between key concepts used in…

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…

With the ubiquity of digital technology in K-12 education, digital competency frameworks for teachers have been published over the past several years that range from local initiatives to international standards. This study aims to understand how teachers' digital competence is envisioned and implemented in an ecosystem of existing frameworks,…

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…

The purpose of this guide is to provide an overview of behavioral progress monitoring and goal setting to inform data-driven decision making within tiered support models and individualized education programs (IEPs). The guide covers: (1) components of quality behavioral IEP goals; (2) how to know which behavior(s) should be addressed through an…

In this paper, we present a novel approach to defining, teaching, and assessing creativity by examining its origins and delineating the processes involved. The rationale for introducing this framework developed from studying existing thinking and questioning the current metrics for measuring creativity, which we posit are unfit for purpose. We…

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…