Stakeholder engagement activities are essential for guiding designers' decision-making throughout their design processes. In capstone courses, engineering student designers practice engaging with stakeholders in preparation for their professional careers. However, understandings of: (1) how engineering students engage stakeholders to inform design…

In recent years, educators, administrators, policymakers, and measurement experts have called for assessments that support educators in making better instructional decisions. One promising approach to measurement to support instructional decision-making is diagnostic classification models (DCMs). DCMs are flexible psychometric models that…

Despite the ideological and political support of inclusive education for students with disabilities in U.S schools, the interpretation of the concept of inclusion is still vague and disputed. This article proposes a continuum model of inclusion based on current research, policies, and practice. The inclusion continuum model was developed to…

Principal autonomy has been identified as an important ingredient in effective and healthy schools. However, little is known about the various dimensions of the phenomenon and how it takes form in different contexts. This article presents an analytical device contributing to further understand the complex nature of principal autonomy. The device…

Data-based decision making (DBDM) is a process of using student data to inform instructional decisions and intensify intervention for students whose data indicate inadequate academic and behavioral progress. Data teams, an important structure for DBDM, are a collaborative group of school faculty who meet to systematically analyze student data,…

To better understand the current challenges surrounding the use of artificial intelligence (AI) in K-12 schools, a team of researchers (Raffaella Borasi, David E. Miller, Patricia Vaughan-Brogan, Karen DeAngelis, Yu Jung Han, and Sharon Mason) interviewed 36 western New York school leaders in late 2023. Their concerns moved beyond potential…

School communities have been shut out of many of the more critical decision-making processes impacting local public schools. Decisions are mostly made as top-down actions from federal mandates, general assemblies, state departments, districts, and school level administration teams, isolating the school communities they are tasked to serve. To…

Several studies have indicated that stakeholder engagement could ensure the successful adoption of learning analytics (LA). Considering that researchers and tech developers may not be aware of how LA tools can derive meaningful and actionable information for everyday use, these studies suggest that participatory approaches based on human-centred…

This study analyzed how closely ChatGPT aligned with university IRB (institutional review board) decisions regarding which review category applies to research proposals. A literature review revealed that studies about IRBs mostly focus on ethical aspects of the process; this study offers additional insight into IRB administration. For this study,…

Participatory modeling (PM) is an engaged research methodology for creating analog or computer-based models of complex systems, such as socio-environmental systems. Used across a range of fields, PM centers stakeholder knowledge and participation to create more internally valid models that can inform policy and increase engagement and trust…

This paper presents and evaluates a role-play simulation called 'Theatrical Technology Assessment', in which students learn about complex stakeholder dynamics around emerging technologies. This role-play combines insights from Constructive Technology Assessment, improvisational theatre and educational role-play designs. It was implemented in an…

My research investigates the experiences of a range of professionals tasked with the role of enacting a policy aimed at achieving social justice. In a drive where one of the priorities was aimed at reducing exclusions from mainstream schools, some participants report feelings of being marginalised and excluded from the policy process. This paper…

The impact of stakeholders in the development of academic disciplines in higher education is a somewhat infrequently addressed topic in research. This article describes an institutional change and legitimacy formation process from a dialectical perspective by analysing organisational interpretations of and strategic responses to external pressures…

As new school leaders take over the district's top jobs this fall, they and their communities face transitions. Joshua P. Starr explains that too many leaders focus on entry and fail to engage in a thoughtful and comprehensive transition process. Transition isn't just about change; it's also about loss. Organizational transition is about how…

Computational analysis methods and machine learning techniques introduce innovative ways to capture classroom interactions and display data on analytics dashboards. Automated classroom analytics employ advanced data analysis, providing educators with comprehensive insights into student participation, engagement, and behavioral trends within…