This paper seeks to empirically validate a sector agonistic instrument that measures the perceived critical success factors in data governance. Twelve constructs (Leadership and Management Commitment; Leadership and Management Alignment; Executive Sponsorship; Robust Data Governance Strategy; Change Management; Training and Education; Governance…

Business Model Canvas (BMC) is a business model that must be mastered by students in the Bioentrepreneurship course as an initial provision for entering the entrepreneurial world, while in compiling Business Model Canvas (BMC) systematic thinking skills are needed. This study aims to provide an assessment instrument to measure students' system…

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…

Teacher empathy is important for students and teachers. However, this complicated construct has varying, non-linear consequences. For instance, teacher empathy can improve grades (Gehlbach et al., 2022), reduce school-based discipline (Okonofua et al., 2016) improve teacher interpersonal decision making (Aldrup et al., 2022), but also increase…

Teachers are masters of content and of creating connections (e.g., students-content, students-students, teacher-students, teacher-parents). Both impact one's ability to create and sustain brave and productive learning environments. Teachers connect students to the content, and to each other. At the top of the list of important connections are…

Children develop and learn within dynamic contexts, yet the simplifying assumptions of common statistical methods often relegate such complexity to unexplained error. This chapter discusses ideas from the dynamic systems literature, which focuses on the interplay within and between components of complex systems, such as individuals and their…

The purpose of this guide is to provide an overview of behavioral progress monitoring and goal setting to inform data-driven decision making within tiered support models and individualized education programs (IEPs). The guide covers: (1) components of quality behavioral IEP goals; (2) how to know which behavior(s) should be addressed through an…

An increasing interconnectedness of people and goods enhances the complexity of many geographical problems. For students to understand geography, systems thinking is a promising approach. It helps to understand increasing complexity by looking at the entire system and at the interconnectedness between the elements in the system. In order to…

With the new school year now well under way, staff, students and families are still in desperate need of a clear strategic direction and set of tools for promoting equity and excellence in a moment of crisis. Nationally, we see school systems stepping up in new ways to provide this clarity, and seizing the moment afforded by these unusual…

Fractal vertical polarization (FVP) has joined leader-member exchange (LMX) and team member exchange (TMX) as one of the available models of communication dynamics based on complexity theory, which now all benefit from valid scales for use in organizational settings. The purpose of these models is to assess the quality of interpersonal information…

Central to the mission of most educational institutions is the task of preparing the next generation of citizens to contribute to society. Schools, colleges, and universities value a range of outcomes--e.g., problem solving, creativity, collaboration, citizenship, service to community--as well as academic outcomes in traditional subjects. Often…

The State University System of Florida has developed three tools that aid in guiding the System's future: (1) The Board of Governors' 2025 System Strategic Plan is driven by goals and associated metrics that stake out where the System is headed; (2) The Board's Annual Accountability Report provides yearly tracking for how the System is progressing…

This paper attempts to deal with the elusive nature of quality in quality management, using a case study to examine quality control measures implemented in an academic context and to show an emergent framework for quality enhancement. This paper introduces the concept of the ecology of quality assurance and examines efforts to maintain and advance…

In recent years, increased focus on the effectiveness and accountability of prevention and intervention programs has led to greater government funding for the implementation and spread of evidence-based health and human service delivery models. In particular, attention has been paid to programs that require significant infrastructure investment…

This thesis deals with "large-scale" detection problems that arise in many real world applications such as sensor networks, mapping with mobile robots and group testing for biological screening and drug discovery. These are problems where the values of a large number of inputs need to be inferred from noisy observations and where the…