A design-based research study on the development of one-page tools to support systemic thinking in public managers is presented. Study participants included public managers of social and human service agencies within government or nonprofit organizations, as learners for whom the tools were designed; and instructional design professionals,…

Researchers have become increasingly interested in the potential use of agent-based modelling for the prediction of social phenomena, motivated by the desire, first, to further cement the method's scientific status and, second, to participate in other scenarios, particularly in the aid of decision-making. This article contributes to the current…

What do a short car trip, a pandemic, the wood-wide fungal web, a challenging learning experience, a storm, transport logistics, and the language(s) we speak have in common? All of them are systems, or multiple sets of systems within systems. What happens in any set of circumstances will depend on a mix of initial conditions, complexity dynamics,…

Conventional approaches to causation in the social sciences draw on approaches in the Philosophy of Science in which a causal force acts on cases and generates change in the form of events. This relies on just one of the Aristotelian conceptions of cause - efficient cause - what brings the effect in to being. We should also pay attention to Final…

The majority of instructional design models have directed focus on instructional design activities such as analysis, design, development, implementation, and evaluation. Criticisms regarding instructional design models have suggested that the use of these models provides instructional designers with a limited view of the design environment. This…

The COVID-19 pandemic caused extreme hardships for K-12 schools throughout the United States, exacerbating existing challenges such as rising mental health concerns among students, teacher fatigue, and workforce shortages. This article examines the enduring impacts of the pandemic on students, school professionals, and school systems, and…

The field of college mental health is changing dramatically, and we are approaching a necessary paradigm shift in how "mental health" is defined and addressed. This paper will outline two primary forces impacting how we think about mental health and how a systems change perspective might help us understand what comes next. We will…

Complex Dynamic Systems Theory (CDST) has received considerable attention over the last decades, inspiring a number of second language acquisition studies. This article examines the research from a critical epistemological point of view, starting from the Greek philosopher Cratylus, who concluded that remaining silent is the only way to be…

Chemistry is a systems science that deals with complex-dynamic systems and systems thinking is an essential aspect of chemical practices. Thus, a systems thinking approach is needed in chemistry education for meaningful learning of the subject matter. Despite this necessity, systems thinking has not received sufficient attention in chemistry…

The literature on innovation and regional economic development shows widespread references to 'systems' but relatively little application of systems thinking and problem structuring methods. Innovation models are thus under-theorised with operationally-based maps that link the structure of innovation systems to behaviour and possible policy…

This paper addresses the question of why young Australians with intellectual disability (ID) remain underrepresented in open employment despite significant investment by various stakeholders. It uses the analogy of Whack-a-Mole (an arcade game) to draw attention to the complexity young people face during transition, and to illustrate how…

Errors in examination papers and other assessment instruments can compromise fairness. For example, a history question containing an incorrect historical date could be impossible for students to answer. Incorrect instructions at the start of an examination could lead students to answer the wrong number of questions. As there is little research on…

Through Target 4.7 of SDG4 on 'quality education', Agenda 2030 invites governments to take ownership of progress towards ensuring 'Education for Sustainable Development' (ESD) becomes embedded into all levels of education. However, conceptual analysis suggests an ongoing blindspot related to the significance of systems literacy in fostering the…

There have been countless efforts to improve academic achievement in public schools across the United States, especially in urban school districts. Few efforts, however, use rigorous analytic modeling tools to anticipate and prevent the potential side effects of change. This chapter proposes the application of system dynamics on educational reform…

Bringing together research from several lines of inquiry in psychology and education, this paper proposes a conceptual model for understanding how entrenched inequalities embedded within ecological macrosystems play out in the classroom to affect student learning. We consider how implicit teacher beliefs and belief expression affect…