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Full-Text Articles in Education

Comparative Analysis Of Classification Performance For U.S. College Enrollment Predictive Modeling Using Four Machine Learning Algorithms (Artificial Neural Network, Decision Tree, Support Vector Machine, Logistic Regression), Anna Kye Jan 2023

Comparative Analysis Of Classification Performance For U.S. College Enrollment Predictive Modeling Using Four Machine Learning Algorithms (Artificial Neural Network, Decision Tree, Support Vector Machine, Logistic Regression), Anna Kye

Dissertations

Every year, the national high school graduation rate is declining and impacting the number of students applying to colleges. Moreover, the majority of students are applying to more than one college. This makes a lot of colleges to be highly competitive in student recruitment for enrollment and thus, the necessity for institutions to anticipate uncertainties related to budgets expected from student enrollment has increased. Hence enrollment management has become a pivotal sector in higher education institutions. Data and analytics are now a crucial part of enhancing enrollment management. Through big data analytics-driven solutions, institutions expect to improve enrollment by identifying …


"Stop Giving Up On Us": The Experiences Of First-Generation Latinx Students In Their College Choice Process, Lillianna Shantey Franco Carrera Jan 2021

"Stop Giving Up On Us": The Experiences Of First-Generation Latinx Students In Their College Choice Process, Lillianna Shantey Franco Carrera

Dissertations

To improve college access for racially minoritized populations, such as first-generation Latinx students, current practices must be assessed to ensure equitability. The purpose of this phenomenological study was to learn about the experiences of first-generation Latinx students who chose to attend one of two institutions, a private 4-year institution and a private 2-year institution. I collected their reflections on their high school college choice process via interviews to understand their personal experiences and why they led them to the institution they chose. I also considered the support their high school counselors offered them in their college choice process. This study …


The Practice Of Assessment Data Use In Student Affairs: The Need For An Expanded Conceptualization, Mark D. Manderino Jan 2019

The Practice Of Assessment Data Use In Student Affairs: The Need For An Expanded Conceptualization, Mark D. Manderino

Dissertations

Over the past three decades, student affairs assessment, as an organized functional area, has matured and established itself as an essential and expected component within higher education in the United States (Elkins, 2015; Ewell, 2002; Henning & Roberts, 2016). While professionals know that data use is part of the process of assessment (Banta & Blaich, 2010), there has not been sufficient evidence of what use of assessment looks like both in higher education and specifically student affairs, or how best practice strategies encourage assessment data use (Kinzie, Hutchings, Jankowski, 2015). There is a dearth of empirical evidence related to use …


Conditionalities Of The Knowledge Banks And The Financing Of Higher Education In West Africa: A Focus On Ghana, Nigeria, And Sierra Leone, Innocent Chima Ugwoke Jan 2015

Conditionalities Of The Knowledge Banks And The Financing Of Higher Education In West Africa: A Focus On Ghana, Nigeria, And Sierra Leone, Innocent Chima Ugwoke

Master's Theses

The purpose of this thesis is to understand how the loan conditionalities of the knowledge banks—the World Bank and International Monetary Fund (IMF) are affecting the funding of higher education in West Africa generally by particularly comparing Ghana, Nigeria, and Sierra Leone. The role of higher education has been linked with development, and development has remained a concerned issue in Africa. The commitment of the states in funding higher education in order to achieve the desired goal of development is continuously met with difficulty. The reliance of these countries on the loans of the knowledge banks, which are associated with …


Women In Leadership And The Politics Of Power, Caitlin Maeve Kendall Jan 2014

Women In Leadership And The Politics Of Power, Caitlin Maeve Kendall

Master's Theses

With the use of intimate interviews, this qualitative research study employed an experiential, story-telling approach to gather a more thorough understanding of individual female experiences in leadership positions in the field of education in relation to the literature on female leadership in a gendered workforce. Although this study only included the experiences of several women leaders in the field of education in the Chicago area, the preexisting research on the topic guided the interview questions and divulged the nexus between a culture of systematic gendered hierarchy in the workplace and the strategies and characteristics of success employed by female leaders …


Benchmarks For Transition: Do St. Louis High Schools Promote Graduates That Can Make The Transition To Higher Education?, Kevin Harrman Jan 2011

Benchmarks For Transition: Do St. Louis High Schools Promote Graduates That Can Make The Transition To Higher Education?, Kevin Harrman

Master's Theses

Are St. Louis area high schools designed to create graduates that are prepared to enter schools of higher education, or are their graduation requirements structured such that graduates even qualify for entrance to higher education institutions? This study is geared towards answering this question and will do so by comparing two lines of inquiry. First this study will analyze four sets of three randomly picked area high schools (three sets designated by per capita income and one set of private catholic schools). Information will be gathered concerning graduation requirements and how many Advanced Placement and/or International Baccalaureate courses are available. …