When multiple clients are collaboratively learning and training a shared model, incentives problems can arise. The clients may have different learning objectives and application domains, or they may be competitors whose participation in the learning system could reduce their competitive advantage. While collaborative learning is a powerful…

It is well documented that implementing biosecurity on an animal farm is beneficial to the animal's health and wellness and in reducing the risk of production losses caused by diseases. However, compliance of biosecurity protocols has been shown to be low, and a lack of training has been blamed. A preliminary Systems Thinking model is presented to…

Tuition-dependent higher education institutions face myriad external and internal challenges, including waning public confidence, demographic shifts, systemic sluggishness, and reduced workforces. Research on higher education administration tends to focus on senior-level leaders, with the operational experience of rank-and-file administrators…

As the world faces increasingly complex issues, there is a recognition in many disciplines that the existing paradigm of reductionist and linear thinking is not enough to address these issues. The agriculture, food, and natural resources fields are facing a host of issues that defy solutions in part because of the level of complexity. Systems…

This qualitative research study examined the role of student services practitioners in the success of minoritized graduate students at a 4-year private, Christian university. This study aimed to examine the practices of student services practitioners--including their experiential, philosophical, and practical approaches to student success--through…

In this dissertation I present research on the creative aspect of language use. I focus on Blind Variation and Selective Retention, a process whereby a creative system produces an outcome by first generating with no imposed constraints all variant outcomes and then retains from these variegated candidates the optimal outcome by gradually…

Cities worldwide are facing challenges from rapid urbanization and climate change, making them susceptible to increased likelihood of flooding, due to rising sea levels and extreme weather. To mitigate the risk and minimize the impacts of natural and human-made disruptions caused by climate change, smart cities are improving their energy…

Simulation-based methods are becoming a promising research tool in financial markets. A general Complex Adaptive System can be tailored to different application scenarios. Based on the current research, we built two models that would benefit portfolio management by utilizing Complex Adaptive Systems (CAS) in Agent-based Modeling (ABM) approach.…

National and state-based assessments have been a common practice for the past several decades. These assessments often come with high-stake consequences for students and schools, which tends towards the creation of a test-centric environment where educators prioritize test-based instruction to prepare students to be successful on those…

Transition education is a required component of the Individuals with Disabilities Education Information Act of 2004, and all students who have disabilities must have a transition education plan to prepare them for life after high school. However, there are no definitive standards for transition programs, and it is unclear how administrators with…

This dissertation reports the research methodology and findings of three studies focused on mathematical modeling as a structured problem-solving process where the student translates relevant details from a situation, event, or phenomena in daily life into mathematical language with mathematically-defined structures and operations, which form the…

Providing equitable education for all students is the responsibility of administrators, teachers, and parents. Even though the MTSS/RtII Framework has evolved from the RtI and RtII models, the basis is the same: intervening and identifying students' needs and analyzing data and programming instruction to meet all students' needs. Even though in…

Leadership in information technology (IT) firms remains a topic for study. Understanding how IT professionals react to leadership styles creates an opportunity for IT leaders to better lead by matching expectation to leadership style. Previous research has linked transformation leadership to the learning organization in the pharmaceutical sector,…

This dissertation seeks to contribute to a fuller understanding of how international scientific collaboration has affected national scientific systems. It does this by developing three methodological approaches grounded in social complexity theory and applying them to the evaluation of national scientific systems. The first methodology identifies…

In spite of the best efforts of researchers and practitioners, Information Systems (IS) developers are having problems "getting it right". IS developments are challenged by the emergence of unanticipated IS characteristics undermining managers ability to predict and manage IS change. Because IS are complex, development formulas, best…