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,…

Extant chatbots such as ChatGPT and Bard are currently able to converse with humans in natural language, demonstrating impressive linguistic responses. Or so it seems. I critically examine artificial intelligence systems such as these chatbots through examples of dialogue. When taking a systems view of AI, there is a vast and unique human culture…

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…

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…

Online education continues to surge in popularity. However, terms used to describe and define online education vary. In addition to unclear definitions and understanding, online education practice comes with challenges. While educational institutions see its value, they struggle with implementation. Undoubtedly, online education is disruptive. A…

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…

A core element of systems thinking is perspective taking. Perspectives help people distinguish between salient and irrelevant information, take particular types of actions, and make sense of the world. In this article, we consider what systems thinking and perspective taking means for designers in education. First, we present a framework,…