Education Commons^™

Optimizing Adult Learner Success: Applying Random Forest Classifier In Higher Education Predictive Analytics, Emily Barnes, James Hutson, Karriem Perry

Faculty Scholarship

This study examines the application of the Random Forest Classifier (RF) model in predicting academic success among adult learners in higher education. It focuses on evaluating the model's effectiveness using key statistical measures like accuracy, precision, recall, and F1 score across a comprehensive dataset from 2013–14 to 2021–22, which includes variables such as age, ethnicity, gender, Pell Grant eligibility, and academic performance metrics. The research highlights the RF model's capability to handle large datasets with varying data types and demonstrates its superiority over traditional regression models in predictive accuracy. Through an iterative process, the study refines the RF model to …

Using Multiple Methods To Explore Antiracist Practices In A Cross Institutional Online Community, Mark Diacopoulos, Amanda Burbage, Kristen H. Gregory, Mary F. Rice

Open Educational Resources - Teaching and Learning

In this chapter, four white, cis-gender, teacher-educators engaged in a multiple method, cross-institution online collaboration during the dual pandemic of Covid-19 and structural racism. Using a book club reading schedule, arts based responses, problem posing, and memory work, the authors examined their experiences and reactions to the pandemic and concurrent incidences of structural racism. Drawing inspiration from Robinson and Robinson’s (2022) Imagine If, followed by Kendi’s (2019, 2023) How to be Antiracist, the authors describe how their online collaboration influenced their understanding of their past, helped them to unpack considerations of present problems in their practice, and helped them consider …

California School Psychologists’ Assessment Practices With Cld Students: A Phenomenological Study, Hector Manuel Teran Jr.

Dissertations

School psychologists are tasked with assessing students to qualify them for special education, typically using standardized tests. Standardized testing, like IQ testing, routinely used in the psycho-educational process, serves to justify prejudices, as they often mark people of color as intellectually inferior to White people. A closer look at school psychologists’ assessment practices with culturally and linguistically diverse (CLD) students is necessary, as these students have historically been placed in special education at a higher percentage, likely due to misperceptions related to their race, ethnicity, or linguistic background. While IQ tests are regarded as tools that identify the needs of …

Integrating Artificial Intelligence (Ai) Into Adult Education: Opportunities, Challenges, And Future Directions, Valerie A. Storey, Amiee Wagner

All Faculty and Staff Scholarship

This conceptual article provides a comprehensive overview of the current status of Artificial Intelligence (AI) integration and its influence on adult education. It discusses generative AI technologies and their potential applications in adult education settings, examines the opportunities and ethical challenges associated with integrating AI, and provides insights into emerging trends. The article consists of five sections. The introduction provides a rationale as to why AI should be integrated into adult education. Second, it describes evolving AI technologies such as Large Language Models (LLM) for personalized learning, Machine Learning Algorithms for adaptive learning systems, Virtual Reality (VR) and Augmented Reality …

Deconstructing Standard English Ideology: Elements Of Equitable And Inclusive Language And Literacy Education For Our Times, Gricelda Carbajal

Electronic Theses, Projects, and Dissertations

ABSTRACT

This thesis argues for the deconstruction of the standard English ideology, which holds that standard English is inherently superior to other English varieties. It examines the ideology’s detrimental effects on those who speak and use nonstandard English varieties, mostly minorities and people of color, who are linguistically profiled and marginalized because of the ways they speak. The ideology can also generate intensified reactions to perceived grammar and usage errors in those who subscribe to its prescriptivist views, and can promote judgments and stereotypes which impede communication and connection between people. To help dismantle the standard English ideology, the author …

The Most Important Voices In The Room: Understanding The Academic Needs Of Us-Educated Latino English Learners In Higher Education, Lisa Davenport

Electronic Theses, Projects, and Dissertations

US-educated English learners (US-ELs) immigrated to the United States as children and enrolled in school where they began learning English. Ultimately, they graduate from high school, and the majority of those wishing to continue in higher education begin in community college. These students face tremendous barriers and have lower rates of access to and completion of higher education than English monolingual students.

The study examines the transitions of US-ELs from high school to community college in the years since the implementation of California Assembly Bills 705 and 1705 and the COVID-19 pandemic. The researcher used three theoretical frameworks – LatCrit, …

Impostor Phenomenon, Perfectionism, Psychological Distress, And Burnout In Pre-Health Undergraduate Students, Victoria Lee

Honors Theses

Preparing for a career in the healthcare field is incredibly strenuous and demanding, and previous research endeavors have demonstrated that students in professional healthcare programs show an increased susceptibility to impostor phenomenon, perfectionism, psychological distress, and burnout. Previous studies have indicated a possible link between impostor phenomenon, perfectionism, psychological distress, and burnout; however, these studies only considered two or three constructs at a time in graduate students (Rosenthal, et al., 2021; Seong, et al., 2020; Garratt-Reed, et al., 2018). The current study’s purpose was to investigate the whether or not impostor phenomenon, perfectionism, and psychological distress could be potential predictors …

Teacher Job Satisfaction: Working Conditions, Satisfaction, And Commitment To Stay In The Profession, Mary G. Hicks

College of Education

A nationwide teacher shortage has been a problem in our country for many years. Teacher vacancies continue to be plentiful, but enrollment in teacher preparatory programs continues to decline. The study aimed to investigate low teacher retention in rural Alabama schools. Through the lens of Maslow's hierarchy of needs, this study examined teacher perception of job satisfaction and how working conditions and demographic details impacted teachers' intention to remain in the field of education. This quantitative study was completed in three rural North Central Alabama school districts. The data revealed the school administrator's critical impact on her building, the importance …

Examining Attitudes Towards Scientific Research, Charles Ian Johnston

Undergraduate Honors Theses

Undergraduate students are often anxious about participating in a research experience. In this study, students conducted research as part of their introductory biology course and were then surveyed using the Attitudes toward Research Scale, to understand their views on research. Students were surveyed at the beginning and end of the semester, and their scores in five attitudinal categories were compared. The attitudes examined were usefulness of research, positive attitudes towards research, relevance of research, difficulty of research and anxiety towards research. We hypothesized that participation in research as part of a course would improve students’ attitude toward research. Initial analysis …

Evaluating A Short Duration Relationship And Marriage Education (Rme) Event Across Time And Format: 8 Years Of Learning, Pamela B. Payne, Naomi Brower

Journal of Human Sciences and Extension

The COVID-19 pandemic changed how short-term relationship and marriage education (RME) reached participants for events such as the Utah Marriage Celebration Conference. This article examines participant-perceived relationship knowledge from an annual marriage conference that began prior to the pandemic and has continued through the disruption (from 2015 through 2022). Results indicate this short-duration marriage conference does improve participant-perceived knowledge across years [t(2381) = 59.84, p = .001]. Further, results indicate that online participants rate their perceived relationship knowledge as higher than in-person participants at both pre [F(1, 2752) = 153.0, p = .001] and post [F(7, 2594) = 25.14, p …

Dysmorphology Training And Utility In Genetic Counseling, Maria G. Hernandez

Dissertations and Theses (Open Access)

Before the availability of comprehensive genetic testing, dysmorphology was critical for developing a differential for individuals suspected of having a genetic disorder. Literature suggests that the availability of whole exome and whole genome sequencing (ES/GS) has shifted the use of dysmorphology from a forward to backward approach. There is no literature describing the continued use of dysmorphology within the genetic counseling field or the training that genetic counseling students receive. The study aims to describe the dysmorphology training that genetic counselors (GC) and GC students reported receiving, to explore the involvement of GCs in evaluating dysmorphic features and identify factors …

Inclusion Of Adoption As A Pregnancy Management Option In Prenatal Genetic Counseling Practice, Emma Billings

Dissertations and Theses (Open Access)

Prenatal genetic counselors are essential to providing education, psychosocial support, and guidance on pregnancy options to patients who receive a fetal diagnosis of an anomaly or genetic condition. Therefore, genetic counselors should be well-educated on comprehensive pregnancy management options consisting of parenting, abortion, and adoption. The landscape of adoption education in genetic counseling practice was last characterized in 2010 by Perry and Henry, revealing substantial variability in both the inclusion of adoption-specific education in genetic counseling program (GCP) curricula and the discussion of pregnancy options with patients in prenatal practice. As a result, the authors published a call to action …

Dysmorphology Training And Utility In Genetic Counseling, Maria Hernandez, Maria Hernandez

Dissertations and Theses (Open Access)

Before the availability of comprehensive genetic testing, dysmorphology was critical for developing a differential for individuals suspected of having a genetic disorder. Literature suggests that the availability of whole exome and whole genome sequencing (ES/GS) has shifted the use of dysmorphology from a forward to backward approach. There is no literature describing the continued use of dysmorphology within the genetic counseling field or the training that genetic counseling students receive. The study aims to describe the dysmorphology training that genetic counselors (GC) and GC students reported receiving, to explore the involvement of GCs in evaluating dysmorphic features and identify factors …

Ai-Proof Your Assignments, Sarah Vital

Staff Works

No abstract provided.

A Mixed Methods Study Of South Carolina Reading Policy On Teacher Knowledge, Matthew Ferguson

All Dissertations

This sequential explanatory mixed methods study examines the impact of the Language Essentials for Teachers of Reading and Spelling (LETRS) professional learning intervention on teacher knowledge within the context of South Carolina's reading policy.

Quantitative analyses of pre- and post-assessment data indicate significant improvements in teacher content knowledge of foundational literacy skills following LETRS training. Descriptive statistics and paired-samples t-tests demonstrate substantial gains in knowledge, particularly in Volume 1 of the LETRS curriculum. The study reveals notable increases in pre- and post-assessment scores, suggesting the effectiveness of LETRS in enhancing teacher expertise.

Qualitative findings from focus groups highlight the positive …

What Do You Want To Be When You Grow Up? An Explanatory Sequential Mixed Methods Study Examining What Influential Factors Guide Rural Middle School Students To Consider A Potential Career Trajectory, Heather Wilks

All Dissertations

This explanatory sequential mixed methods study examines what influences 7th and 8th grade rural middle school students to consider a potential career trajectory. Phase One of the study includes a demographic and career cluster interest survey of 38 participants. Phase Two of the study focused on 23 of the 38 Phase One participants, who were chosen using random sampling. The Phase Two participants were interviewed using a semi-structured approach. They were asked to discuss their career cluster results from Phase One, how they used their surrounding factors and knowledge to conclude, and if they agreed with their results. Findings indicated …

Developing Machine Learning Agency Among Youth: Characterizing Youth Critical Use, Examination, And Production Of Machine Learning Applications, Ibrahim Oluwajoba Adisa

All Dissertations

This study explores how middle school-aged youths at an afterschool center utilized, examined, and produced AI applications for social good with the support of adults and peers. The study employs a qualitative single case study design. It uses thematic analysis and quantitative ethnography methods to analyze data from multiple sources, including field notes, interviews, focus groups, story completions, video recordings, and artifacts. Findings indicated that engaging youths in critical exploration of AI tools enhanced their ability to design interest-based AI applications that provide solutions for healthcare problems, security, and accessibility. Moreover, the computational thinking practices that youth engaged in increased …

Experiences Of Vertical Transfer Students In The Department Of Biological Sciences With The Transfer Credit Process: A Phenomenological Study, Laura Love

All Dissertations

The purpose of this interpretive phenomenological study was to highlight the experiences of undergraduate STEM vertical transfer students. Through the lens of Schlossberg’s Transition Theory, this study sought to better understand how students make sense of the transfer credit process and which support structures facilitated their understanding. Semi-structured interviews were conducted using qualitative methods with eight biological sciences and vertical transfer students currently enrolled at a large public four-year land-grant research institution in the Southeast United States. All participants had successfully transferred from one of 16 technical colleges within the state. Using interpretative phenomenological analysis, three themes were identified. This …

With Great Power: Using Comics To Facilitate Discussion Of Systemic Oppression In Higher Education Literature Classes, Keri Crist-Wagner

All Dissertations

Undergraduate student participation in general education classes constitutes a point of struggle for many educators, especially when it comes to lessons centered around systems of oppression like racism, sexism, or heterosexism. Using both constructivism and counter storytelling as theoretical frameworks, this multi-method phenomenological case study explored the experiences of undergraduate honors students in a semester long general education literature class. The purpose of this study was to 1) explore how comics can be used as a pedagogical tool in higher education classrooms to facilitate discussion of systems of oppression, 2) assess the ways in which students interacted with comics, and …

The Educator Labor Market In Times Of Change: Lessons From The Covid-19 Pandemic, Andrew Mitchell Camp

Graduate Theses and Dissertations

The COVID-19 pandemic placed an undeniable burden onto the teaching profession which already faced levels of prestige and interest at 50-year lows. The strains of the pandemic resulted in educators reporting higher levels of job-related stress and burnout and exacerbated concerns about potential teacher shortages. This dissertation leverages administrative data from Arkansas to better understand challenges facing the teacher workforce following COVID-19 and evaluate two increasingly policies aimed at the teacher workforce. In the first chapter, I provide evidence that teacher turnover was relatively stable during the first two years (2020-21 and 2021-22) of the COVID-19 pandemic before a notable …

Creating An Evaluation Instrument For Governing Board Chairs At Institutions Of Higher Education, Kristi Shackelford

Dissertations, 2020-current

The goal of this mixed methods study was to design an instrument that evaluates the board chair of an institution of higher education’s governing board chair using criteria identified by current and former board members as contributing most to their perceived success as a leader, according to fellow board members. The assessment would provide feedback on the work of the board chair, providing a metric for accountability and guidance for continuous improvement.

The study uses a three-phase exploratory sequential design, using social construction as a theoretical framework. Qualitative data was collected through a literature review and semi-structured expert interviews, then …

From Pre-College Grads To Undergrads: Encouraging Full-Time Enrollment After Summer Programs, Meghan Buckley Ph.D.

Journal of College Access

This guest perspective argues that converting in-person summer pre-college program participants into matriculated, degree-seeking undergraduate students at that same institution is a multi-step process that involves: 1) strategic pre-college program recruitment, 2) a curated and well-rounded summer pre-college experience that is both academically rigorous and socially dynamic, and 3) continued and consistent post-program engagement. It also argues that summer pre-college programs should work intentionally with Admissions departments during pre- and post-program development to create the most effective recruiting and enrollment pipelines from pre-college to eventual matriculation

Students, Graduates Of Uab's Award-Winning Public Relations Program Command Attention, Shannon Thomason

Browse All News

No abstract provided.

The Professional Roles And Functions Of School Psychologists In Alternative Vs Traditional Education, Staci C. Ballard

Graduate Doctoral Dissertations

Alternative Education Settings (AES) are unique environments that serve students whose educational and/or social-emotional needs are not being met in traditional schools. Students frequently enter AES with a range of mental health diagnoses, previous traumas, and behavioral/academic challenges. AES also serve many students from systemically marginalized and oppressed backgrounds, who are placed in these settings at higher rates than privileged peers. Considering these patterns, it becomes critical that AES provide effective student support, rather than serve simply to contain students based on disciplinary factors and convenience.

School psychologists, with training in mental health and education, are well-positioned to provide these …

Fostering Lgbtq Spirituality: A Campus Case Study, Tracy Morin

Graduate Doctoral Dissertations

The importance of spirituality in the lives and identities of LGBTQ students is sufficiently documented in extant scholarship to encourage campus leaders to consider spiritual support in their efforts to improve campus climate (Birch, 2011; Gold & Stewart, 2011; Love et al., 2005; Means et al., 2016; Pryor et al., 2017), but there is minimal research to gauge whether, where, and how this consideration is being enacted. Even the Campus Pride Index, the nation’s premier resource for ranking the LGBTQ-friendliness of colleges and universities, does not consider support for spirituality in their campus assessment criteria. The purpose of this study …

Reimagining Schoolwide Social And Emotional Learning Implementation In The Urban Setting: A Case Study Of A Massachusetts Elementary School, Molly Helene Duffy

Graduate Doctoral Dissertations

For social and emotional learning (SEL) initiatives to have the greatest positive impact on students, they must be implemented schoolwide. There is an urgent need for schools to shift away from traditional SEL frameworks toward transformative SEL (TSEL). TSEL program implementation cannot be done in isolation; rather, it must be fueled by a shared vision and dedication to team learning. To conduct this study, the researcher employed the Collaborative for Academic, Social, and Emotional Learning (CASEL) Guide to Schoolwide SEL and Senge’s learning organization as a theory of change. The study sought to uncover gaps in schoolwide SEL implementation in …

Dismantling Digital Inequalities: Urban High School Students' Perspectives Of Smartphones Use In Education, Artis Carneal Street

Graduate Doctoral Dissertations

The purpose of this research is to evaluate the use of and the attitude towards smartphone technology for in school and remote learning by urban high school students to reduce digital inequalities. High school students use smartphone technology in today’s society as an integral part of their lives. Yet the majority of the large school districts in the United States ban the use of students’ mobile phones in schools. Furthermore, while policy makers, school district personnel, and school administrators each year negotiate the school’s technology budget, technology use agreements, network maintenance, and which Internet application tools to adopt, almost all …

Examining The Potential Of Online Community-Based Learning To Foster Global Citizenship Capacities In College Students: A Mixed-Methods Multi-Institutional Study, Caitlin Ferrarini

Graduate Doctoral Dissertations

Global citizenship education is one way to better prepare individuals to learn about global systems, understand their own place in those systems, and act with others to create a more just world. While global citizenship education has big aspirational goals, for this to be effective, educators must better understand what pedagogical strategies impact the development of global citizenship capacities in students. This study aims to understand the potential of one emerging pedagogical strategy in the context of higher education –online community-based learning– for fostering global citizenship capacities in an increasingly interconnected and digitized world. This research is guided by a …

Understanding Community College Student Perceptions Of Academic Advising, Benjamin Umbarger, Jr.

Electronic Theses and Dissertations

The purpose of this qualitative phenomenological study was to investigate community college student perceptions of academic advising for 12 first-time first-generation (FTFG) General Studies students attending a rural southeastern community college. The phenomenological research approach was utilized to better understand participant experiences by exploring participants' perceptions through their lived experiences. Applying purposeful sampling techniques, five females and seven males were identified, with 11 classified as full-time students and one classified as part-time. One-on-one interviews and focus group were conducted in-person or virtually, using Zoom and Microsoft Teams, with each participant to better understand student perceptions of their initial academic advising …

2024 Commencement Program, Columbia College Chicago

Commencement Programs

The commencement program of the 2024 Columbia College Chicago graduation ceremonies.