Simulations were conducted to establish best practice in hyperparameter optimization and accounting for clustering in Generalized Linear Mixed-Effects Model Trees (GLMM trees). Using data-driven best practices, the relationship between a 9th Grade On-Track to Graduate (9G-OTG) indicator and observed high school graduation within four years was…

Multilevel modeling is commonly used with clustered data, and much emphasis has been placed specifically on the multilevel linear model (MLM). When modeling clustered ordinal data, a multilevel ordinal model with cumulative logit link assuming proportional odds (i.e., multilevel cumulative logit model) is typically used. Depending on the research…

This study explored the core competencies, technological skills, functional proficiencies, and professional experiences of data scientists at higher education institutions. The specific population of interest was higher education administrators and staff professionals identified as data scientists. This study was informed by the following guiding…

School districts across the nation are grappling with the issue of high principal turnover coupled with a decrease in number of experienced applicants to fill vacancies (Guterman, 2007; Hall, 2008; Johnson, 2005; United States Department of Education, 2010; Villani, 2008). In addition, college preparation programs are being called into question as…

This basic qualitative research study explored the lives of 14 elementary teachers in their classroom environment to answer two central research questions which are: what coping strategies do teachers find most effective and what coping mechanisms provided by administration helps them cope with classroom stress? Data were collected through…

This research took place as a cognitive exploration of sensemaking of learning analytics at Ivy Tech Community College of Indiana. For the courses with the largest online enrollment, quality standards in the course design are maintained by creating sections from a course design framework. This means all sections have the same starting content and…

This study focused on the lived experiences of a team of four rural middle school teachers as they made the transformation from traditional classrooms to personalized learning classrooms. The teachers were beginning their third year of personalized learning implementation as the study took place. The researcher investigated participants'…

Each day, in schools across America, teachers willingly embrace the often daunting task of educating the nation's youth. Students who share little more than a common birth year are placed together with a teacher who is expected to take them from wherever they happen to be academically at the beginning of the year to where they simply must be by…

The purpose of this study was to remedy the paucity of knowledge about higher education's conflict resolution practice of online dispute resolution by providing an in-depth description of mediator and instructor online practices. Telephone interviews were used as the primary data collection method. Eleven interview questions were relied upon to…

In an urban district, Surfside School personnel were concerned that student literacy proficiency levels were low during 2011-2014 and teachers had not been able to close the achievement gap despite a focus on literacy practices and literacy professional development (PD) provided by the district. The purpose of this case study was to explore the…

The purpose of this exploratory study was to describe elementary, general-education teachers' reports of self-efficacy (Bandura, 1997) in using Marzano et al.'s (2010) evidenced-based instructional strategies to differentiate instruction for students with disabilities. The two frameworks that guided this investigation were Bandura's (1997) theory…

The practice of hiring adjunct instructors was initially considered to be an anomalous event (Todd, 2004). Community college employment of adjunct instructors, however, witnessed a 50% increase during the 1970s (Cain, 1999) and, by 1984, adjunct instructor utilization in community colleges rose dramatically with an additional 80% growth. Over a…

The purpose of this qualitative phenomenological study was to investigate transformative learning strategies implemented by 10 Title I elementary principals that influence novice teacher retention. Data were gathered by individual interviews. Data were analyzed using Creswell's (2013) description of qualitative research as a collection of data…

Economic and fiscal challenges, increased public scrutiny, and calls for accountability from stakeholders necessitate that community colleges work diligently to improve student success outcomes. Programs, services, and initiatives need to be developed and implemented that will increase student retention. Orientation is an important intervention…

With open door admission policies, lower tuition rates, and convenient locations, community colleges are enrolling more and more academically unprepared students who are placing into developmental mathematics courses. Many of these community colleges need to assess their developmental education programs, instructors, courses, and students to…