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,…

This brief explains how four important system design initiatives frequently promoted by state and local education agencies for school improvement can be implemented through an intentional systematic approach for a powerful, positive impact on student outcomes. As technical assistance providers with expertise in four specific frameworks for…

Collective Intelligence (CI) is important for groups that seek to address shared problems. CI in human groups can be mediated by educational technologies. The current paper presents a framework to support design thinking in relation to CI educational technologies. Our framework is grounded in an organismic-contextualist developmental perspective…

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…

Quality enhancement projects in universities frequently rely on short-term, fragmented studies implemented in response to snapshot data linked to student feedback. Such projects may not address the complex interplay across stakeholder groups and do not always acknowledge the unintended consequences of change. This article, focused on systems…

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 Campbellian validity typology has been used as a foundation for outcome evaluation and for developing evidence-based interventions for decades. As such, randomized control trials were preferred for outcome evaluation. However, some evaluators disagree with the validity typology's argument that randomized controlled trials as the best design…

Digital learning platforms (DLPs) are beginning to become open to research. Specifically, in our work in SEERNet, developers are extending five platforms, each used in either K-12 or higher education by more than 100,000 users, to enable third-party researchers to explore, develop, and test improvements. SEERNet seeks to enable equity-relevant…

Virtual reality (VR) in education has tremendous potential in providing immersive and interactive experiences for students. Immersive virtual reality (IVR) technologies and IVR learning experiences have been increasingly used in education settings to support a variety of instructional methods and outcomes by providing experiential and authentic…

This paper discusses engineering praxis ethos (EPE), a proposed framework for constructing a STEM learning environment embedding interrelated components of learner experience and design activity, which can support curriculum and instructional design and evaluation in STEM education. The authors propose that STEM is a meta-discipline that relies on…

Systems thinking is a powerful concept in biology which can help students understand how the diversity of contexts in the biology curriculum all have similar underlying characteristics. However, it is not currently a common feature in secondary education as it is not part of the National Curriculum of England. Research on systems thinking has…

An ecological framework is often used to describe the context for learning in educational research and practice. However, there is often a focus on descriptive aspects that frame the ecosystem as a complicated set of interconnected elements--but not a true complex problem. Acknowledging connections between ecosystem elements is not enough to…

This article argues that thematic analysis could aid artist-researchers in enhancing the arguments they construct in their fields of interest as they move through research projects. It discusses some of the distinctive features and obstacles of practice-led research in art and design and relates them to the use of thematic analysis. Artistic…

Systems theory spans many disciplines and several decades. The field of biology has informed systems theory, according to von Bertalanffy (1972) and Boulding (1956), as an organizing principle of living beings. Extensions of this theoretical framework have led to the application of systems theory as systems thinking in a diverse array of…

This paper explores the role and history of systems theory and thinking in the fields of instructional/educational technology and design. The foundations of ID/ET as fields are rich in behavioral, systematic, and positivist notions of process, but we assert that it is weaker in the reflective, thoughtful, deep and meaningful orientations. Woven…