The case focuses upon 1) a public health outcome, namely improving access to healthcare, 2) systems and design thinking approaches to software development and the internet of things, 3) mockup tools and user interface design, 4) understanding stakeholder requirements and feature requests, 5) presentation of a prototype application. This case…

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…

By considering the interconnectedness of various elements, such as curriculum, instruction, assessment, and school organization, systems thinking provides a framework to understand the underlying patterns, feedback loops, and leverage points that shape educational outcomes. Frick's (1993) systems view of restructuring education supports the notion…

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…

In this article, we develop and evaluate a novel system and computing platform to structure, measure, and improve student development using points. We define student development broadly as the achievement of learning to do, know, live together, and be. The system leverages individual agency, social influences, content generation and sharing,…

Artificial Intelligence in Education (AIEd) is an emerging interdisciplinary field that applies artificial intelligence technologies to transform instructional design and student learning. However, most research has investigated AIEd from the technological perspective, which cannot achieve a deep understand of the complex roles of AI in…

Reviewing complex interventions is challenging because they include many elements that can interact dynamically in a nonlinear manner. A systems perspective offers a way of thinking to help understand complex issues, but its application in evidence synthesis is not established. The aim of this project was to understand how and why systems…

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…

This study focuses on Grounded Theory, which is one of the qualitative research designs. Glaser and Strauss developed the Grounded Theory; it has been revised by other scientists, resulting in three distinct Grounded Theory approaches: the systematic design (Corbin and Strauss approach), the classical design (Glaser approach), and the…

Virtual reality is a rapidly growing technological innovation that continues to garner attention for use in education. This self-study of two teacher educators spans immersive head-mounted virtual reality implementation from 2014-2023 with middle-grades students, preservice teachers, and adult learners. Empirical data sources include learner…

STEM is a field where gender stereotypes regarding men persist. Women are underrepresented compared to men in STEM fields. The social belief that engineering is only for men discourages young girls from pursuing such endeavors. Encouraging young girls to enter STEM fields is crucial to dispel these stereotypes. Therefore, one of the essential…

One hundred years ago, Paul Weiss and Ludwig von Bertalanffy independently proposed that living organisms interact with their environment through systems. In the century that has followed, systems thinking and modeling have grown in tandem with discovery of the vast complexity of the universe at microscopic through astronomic levels. As our…

Scholars have called for considering professional learning (PL) through the lens of complexity. One lens for operating amidst complexity is design. Designers thrive in complexity because of the responsive nature of their work; a designer develops their practice in response to a particular situation, adapting as it changes. Thus, a design lens is…