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…

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…

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…

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…

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…

Designing within a system is ubiquitous to instructional design. In order to understand the systemic impact of design decisions within an organization, one must understand the interrelatedness of the objects within the system. Developing an understanding of context as it relates to the utility of instructional design solutions will position…

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 article is about utilizing the process of building and exploiting models as a framework for inquiry in mathematics education research. We introduce and discuss a model of such a process and compare this model with key methodological features of design research in mathematics education. We argue that despite several communalities, educational…

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…

Climate change in coastal areas is a complex problem that involves value systems and requires various scientific disciplines. Integration of Science, Technology, Engineering and Mathematics (STEM) approach is needed in learning so that it can train students to think holistically, structured and systematically. This research was carried out with…

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…

Within the fields of learning design, instructional systems and educational psychology, cognitive load has been discussed and debated for a number of years. The impact of course designs on learning process is still questioned, and how we learn continues to be an intriguing question. The fields of working memory (WM) and cognitive load (CL) have…

Underutilized in higher education, soft systems thinking can mitigate common challenges in implementing instructional design and technology initiatives. A valuable approach is soft systems methodology (SSM), which captures multiple stakeholder perspectives in rich pictures and activity models to support structured conversations about how to…

The field of biology is becoming increasingly fragmented, and this fragmentation spills over into the ways our students think and learn about biology. Biology education policy documents stress the importance of teaching biology in an integrated manner and call for the biology education research community to establish a unifying paradigm for the…