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,…

The context for this paper is the "Synthetic Training Environment Experiential Learning -- Readiness" (STEEL-R) project [1], which aims to estimate individual and team competence using data collected from synthetic, semi-synthetic, and live scenario-based training exercises. In STEEL-R, the "Generalized Intelligent Framework for…

In this chapter, we walk the reader through a set of scenarios that administrators might face when using different types of data on campus. We also provide guiding questions to help institutional research professionals explore how to think about these scenarios with ethics in mind.

Among different transitions that happen in a young person's life, transition to adulthood can be one of the most challenging. The new post-school environment requires increased self-determination, including self-awareness, self-advocacy, self-management, and other important skills that help one function as an independent adult. Because it takes…

Effective disaster response requires time-critical decisions to get personnel and supplies to the right places as quickly as possible. Such operations are complicated by the need for coordination among multiple stakeholders. In this teaching brief, we describe a serious online game for humanitarian logistics courses called the "Disaster…

Much like an effective speaker, a flexible musician is competent across multiple settings. The sociolinguistic theory of code-switching can be a useful tool to better understand how musicians acquire a set of skills and knowledge to support music-making in a range of activities in and outside of school and throughout society. In this article,…

The increasingly interconnected and complex business environment demands business executives to be equipped with highly developed cross-functional skills and the capacity to integrate responsible decision making in business. To develop students with these attributes, the business higher education sector is expected to employ teaching and learning…

Extrinsic and intrinsic motivations are simple concepts that our students seem to quickly understand, yet few of our students grasp the complexity of sustaining intrinsic motivation. This exercise aims to help students better understand that complexity. Students are given a two-part scenario. In Part 1, the individual motives to innovate are…

Selecting less hazardous chemicals is a core tenet of green chemistry but is difficult to teach in practice. The upper-year undergraduate or graduate level exercise described here empowers students to make such decisions themselves. Students are tasked with finding the greenest chemical for a specific purpose described in a hypothetical scenario,…

Educational leaders are faced with multiple ethical decisions every day. This article presents the Values-Issue-Action (VIA) Model as a tool for developing ethical decisions in K-12 schools. The model is presented with three scenarios from K-12 education to practice using the model into practice. The model can be used by current school leaders and…

Simulations are an excellent tool for teaching and have been used in many disciplines including in various subfields of political science, notably in international relations. We focus on the value of employing simulations in the classroom to complement the pedagogy surrounding political theory and related fields such as professional ethics and…

Computer simulations can provide essential practice at making a wide range of decisions facing education leaders, filling gaps in experience with relevant virtual on-the-job training. Simulations can help administrators prepare for difficult conversations about students in crisis, racial tensions, teacher evaluations, and other sensitive topics.…

In the context of public value, it is argued that there is a need to adopt the learning organisation philosophy to manage public service organisations better. For collaborative work with public sector managers or in management education, a fictitious scenario is presented to develop the concept of the learning organisation as paradox. Faced with…

This teaching note outlines an innovative simulation game realized in response to post-pandemic experiential learning needs. The game introduces a fictional African country experiencing a series of political and financial shocks. Students are assigned membership in social groups and must implement the national policies that would improve outcomes…

The goal in this article is to support teachers in better understanding what it means to model with mathematics by focusing on three key decision-making processes: Simplification, Relationship Mapping, and Situation Analysis. The authors use the Theme Park task to help teachers develop a vision of how students engage in these three decision-making…