Computational learning theory studies the design and analysis of learning algorithms, and it is integral to the foundation of machine learning. In the modern era, classical computational learning theory is growingly unable to catch up with new practical demands. In particular, problems arise in the following aspects: i). "scalability":…

Being uncomfortable by choice as a means of personal growth has been touted for hundreds of years among scholars, philosophers, religious leaders, modern pop culture icons, and more. Yet, research pertaining to the benefits of being uncomfortable by choice is sparse. This qualitative, grounded theory study addressed the first step of…

Continuous improvement is the process of making incremental changes to systems or processes to improve outcomes. The purpose of this dissertation was to conduct a study to learn how continuous improvement might serve as a vehicle for further conceptualizing profound learning theory at the individual learner level. The research began with a…

This study focused on the impact of socioeconomic status through the experiences of telecommute workers from a healthcare insurance provider. The aim of the study is to analyze the influence these factors impose on personal growth in the job role of a telecommuting worker through the eyes of Texas telecommute workers in the healthcare industry.…

All in-service teachers in PK-12 public school systems must participate in professional development sessions. Professional development can negatively affect many teachers but serves an essential purpose in improving education. Social learning theories can help shape practical professional development sessions. This quantitative study focused on…

The purpose of this study is to analyze which behaviors are or are not helpful for debugging when a novice is in a state of unproductive persistence. Further, this project will exploratorily use a variety of analytical techniques -- including association rule mining, process mining, frequent sequence mining, and machine learning-- in order to…

The purpose of this self-study is to better understand and address the factors that influence continuous improvement efforts led by the researcher/practitioner. To this end, this study applies Bolman and Deal's 4-frame model of organizational learning lenses to school improvement indicators on the Illinois 5Essentials Survey. Through taking Bolman…

This dissertation discusses the gestures produced by students as they learn about the inorganic chemistry topic of symmetry and group theory. Also included is an overview of the development and implementation of a symmetry and group theory laboratory activity, as well as an investigation seeking to promote gestural mimicry and uncover design…

Peer education programs in higher education conduct peer educator training; however, there is minimal empirical evidence supporting the structure and evaluation of peer educator training. The problem addressed by the present study was the inconsistencies in and scant assessment of university peer educator training and implementation. Ineffective…

The goal of this qualitative study was to answer the question: How do educators make sense of learning in virtual reality? This study utilized multimedia learning theory and cognitive load theory to explore how educators understand virtual reality in education. Pre- and post-interviews as well as a VR experience were conducted with 13 educators…

This Design-based research study aimed to develop a design framework that would help learning designers to apply learning theory principles when designing learning objects. The study examined the experiential learning theory, information processing theory, and cognitive load theory to develop the iterative learning development (ILD) model. Several…

The climate is in crisis. Many conservation organizations identify in their mission statements the priority of motivating constituents to engage with conservation action. This priority is typically implemented by educators who design and deliver educational activities and materials. This study, designed to develop a professional pathway for…

The purpose of this hermeneutic phenomenological study was to understand the collaborative needs amongst novice and experienced educators. Specifically, the researcher studied the personal and professional needs of novice and experienced educators to understand how these two groups can best collaborate. Semistructured interviews with 10…

Career decision-making is critical involving the selection of a career path that aligns with one's interests, skills, and values. Many students, however, find it difficult to determine their career pathways for one reason or another. Ultimately, their ability to decide can be impacted by their self-awareness and assessment, interactions within the…

In a British Overseas territory, a smoking cessation program was implemented in 2014 and had not been evaluated since inception. The problem that was addressed in this study was that despite the implementation of the "I Can Quit" program, it was unknown which curriculum and instructional strategy interventions participants thought were…