The purpose of this dissertation is to develop principles and strategies for and identify limitations of multisite cluster randomized trials in the context of partially and fully nested designs. In the first study, I develop principles of estimation, sampling variability, and inference for studies that leverage multisite designs within the context…

In education, sample characteristics can be complex due to the nested structure of students, teachers, classrooms, schools, and districts. In the past, not many considerations were given to such complex sampling schemes in statistical power analysis. More recently in the past two decades, however, education scholars have developed tools to conduct…

This quantitative comparative research study examines the career maturity of student-athletes in comparison to non-athletes at a Division I university. The study also measures differences in career maturity among student-athletes based on gender, class level, race/ethnicity, by sport, by type of sport (revenue/non-revenue), and professional sports…

The purpose of this research was to investigate the relationship between leaders' self-awareness and their effectiveness. The population included leaders with at least five years of experience in a leadership role. Participants were recruited by snowball sampling methods; the researcher used a diverse network of professionals to recruit other…

Recommended learning goals for students in introductory statistics courses include the ability to recognize and explain the key role of randomness in designing studies and in drawing conclusions from those studies involving generalizations to a population or causal claims (GAISE College Report ASA Revision Committee, 2016). The purpose of this…

Compression, estimation, and prediction are basic problems in Information theory, statistics and machine learning. These problems have been extensively studied in all these fields, though the primary focus in a large portion of the work has been on understanding and solving the problems in the asymptotic regime, "i.e." the alphabet size…

Educational experts identified certification as a measure of knowledge and a tool to promote excellence that can be used to enhance education to advance specialized competency. As this tool is promoted in the preparation of nurse educators, resources must focus on how the continuing education efforts impact the classroom environment. Little has…

The purpose of this quantitative study was to examine the influence of leaders' sense of psychological empowerment for women leaders on those leaders' administrative creativity in both established and emerging universities in Saudi Arabia. The five guiding research questions were used at both established and emerging Saudi universities: (1) what…

The success of a team relies as much on the relationship between coaches and players as it does on athletic skill. Coaches, at times, become surrogate parental figures in the lives of their athletes and teammates become siblings who all work together towards a common goal. Athletes at the National Collegiate Athletic Association (NCAA) Division I…

Negative societal attitudes toward ex-offenders serve as barriers to jobs and opportunities. Released offenders with limited opportunities revert to what they know best and end up re-incarcerated with failed reentry. The purpose of this study was to analyze attitudes of college students toward ex-offenders. A correlation quantitative research…

This study examined the differences and patterns for three categories between an argument-based inquiry group and a traditional group over the period of the SWH (Science Writing Heuristic) project: (1) teacher talk time, (2) structure of questions (question types), and (3) student responses. The participating teachers were chosen randomly by a…

The primary purpose of this quantitative study was to examine if simulation training correlated with the decision-making abilities of firefighters from two departments (one in a mountain state and one in a southwest state). The other purposes were to determine if firefighter demographics were correlated with the completion of the simulation…

One of the fundamental problems in language testing is the lack of adequate generalizability between what a test is measuring and what fulfills the learners' real world language use needs. It is important to recognize that no matter how precise a test measures a construct, if the way that a construct is defined and the way that test tasks are…

Often researchers face situations where comparative studies between two or more programs are necessary to make causal inferences for informed policy decision-making. Experimental designs employing randomization provide the strongest evidence for causal inferences. However, many pragmatic and ethical challenges may preclude the use of randomized…

The purposes of this study were to investigate (a) undergraduate students' reasoning about the concepts of confidence intervals (b) undergraduate students' interactions with "well-designed" screencast videos on sampling distributions and confidence intervals, and (c) how screencast videos improve undergraduate students' reasoning ability…