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Hearing The Unheard: Creating A Brave Space To Analyze The Experiences Of Men Of Color In Student Service Roles And Their Mental Health Challenges Within Higher Education, Calvin Maurice Joyner Jul 2025

Hearing The Unheard: Creating A Brave Space To Analyze The Experiences Of Men Of Color In Student Service Roles And Their Mental Health Challenges Within Higher Education, Calvin Maurice Joyner

Theses and Dissertations

This study analyzed the experiences of five men of color in student service roles dealing with mental health stressors, such as discrimination, workplace burnout, tokenism, and low morale. To highlight their experiences, a brave space was utilized as an intervention. The following questions were examined and answered within this qualitative, action research study: (1) What are the experiences of men of color with mental health challenges in student service roles? (2) How do mental health problems affect the personal and professional lives of men of color in student service roles? (3) How do the brave spaces impact the mental health …


Students’ Experiences Using Peer Review To Affect Writing Self-Efficacy And Writing Performance In An Undergraduate Mass Communications Writing Course, Nina Morrison Brook Jul 2025

Students’ Experiences Using Peer Review To Affect Writing Self-Efficacy And Writing Performance In An Undergraduate Mass Communications Writing Course, Nina Morrison Brook

Theses and Dissertations

The purpose of this action research was to examine the impact of peer review on writing self-efficacy and writing performance in an undergraduate online writing for mass communications course. The study focused on two research questions: (1) How and to what extent does structured peer review affect undergraduate students’ writing self-efficacy in an online writing for mass communications course in a large public Southeastern university? and (2) How and to what extent does structured peer review affect undergraduate students’ writing performance in an online writing for mass communications course in a large public Southeastern university? This research used peer review …


Positive Self-Talk, Politics, And Poetry: The Impact Of A Culturally Responsive Workshop In A High School Support Lab, Danielle Ann Verwers Jul 2025

Positive Self-Talk, Politics, And Poetry: The Impact Of A Culturally Responsive Workshop In A High School Support Lab, Danielle Ann Verwers

Theses and Dissertations

This action research dissertation describes my effort to expand access to the arts for my high school students with IEPs through a culturally responsive poetry workshop. For this qualitative study, I used ongoing content analysis to explore how the experience impacted my students and me, drawing insights from artifacts, field notes, and interview data. Predetermined categories of student identity, writing, and poetry yielded themes like positive self-talk, family, voice, and reimagining to illuminate the students’ experiences. As I analyzed my own experience, two categories of pressure and political impact emerged, characterized by freedom, growth, struggle, burnout, and hope. In addition …


Electrochemically Active Liquid Organic Hydrogen Carriers For Energy Generation And Storage, Jinyao Tang Jul 2025

Electrochemically Active Liquid Organic Hydrogen Carriers For Energy Generation And Storage, Jinyao Tang

Theses and Dissertations

The growing demand for sustainable energy has spurred interest in hydrogen as a clean energy carrier, yet its widespread adoption is limited by storage and transport challenges. Liquid organic hydrogen carriers (LOHCs) offer a promising solution by enabling reversible hydrogen storage through chemical redox reactions under ambient conditions. Compared to conventional thermal methods, LOHC electrochemistry provides improved energy efficiency, operational safety, and integration into electrochemical systems. However, key challenges remain, such as catalyst deactivation, limited redox reversibility, and low system-level performance that hinder broader application. Alcohols like isopropanol (IPA) and cyclohexanol (CHOL), and amines like ethylamine, have emerged as promising …


Beyond Entertainment: Unveiling Digital Platform Strategic Implications For International Business Growth Of Individual Entrepreneurs, Hoik Kim Jul 2025

Beyond Entertainment: Unveiling Digital Platform Strategic Implications For International Business Growth Of Individual Entrepreneurs, Hoik Kim

Theses and Dissertations

This dissertation examines how digital identity, comprising visual, psychological, and strategic components, impacts entrepreneurial success on global digital platforms. Rather than treating identity as a static or aesthetic trait, this study conceptualizes it as a dynamic and strategic construct shaped by audience perception, algorithmic systems, and institutional environments. The research is structured into three empirical studies. The first explores how facial visibility and social media engagement affect monetization on YouTube, considering the international context. The second study empirically investigates how a biometric cue influences entrepreneurial performance on digital platforms and interprets the results through the lens of social psychological perspectives. …


A Spatial Scan Statistic For Group Testing Data, Vincent Onyame Jul 2025

A Spatial Scan Statistic For Group Testing Data, Vincent Onyame

Theses and Dissertations

Group testing involves pooling specimens from multiple individuals and offers an efficient means to surveil low-prevalence pathogens, but poses challenges for spatial cluster detection when only pooled results are observed. In this thesis, we develop a spatial scan statistic tailored to group-testing data with variable pool sizes. The statistic compares a null hypothesis of a homogeneous infection rate across all clusters to an alternative hypothesis that infection probabilities differ inside and outside a candidate cluster, with both models fitted by maximum likelihood estimation. We approximate the null distribution of the maximum likelihood ratio test via Monte Carlo simulation.

Through a …


In Their Own Words: How Standardization Shapes Student Learning Experiences, Jessica Cantley Jul 2025

In Their Own Words: How Standardization Shapes Student Learning Experiences, Jessica Cantley

Theses and Dissertations

This qualitative action research study explores how students perceive and experience standardized and elective educational environments in a rural, Title I high school in the U.S. South. Through semi-structured interviews and focus group discussions with seven diverse participants, the study investigates student-defined learning objectives, motivation and engagement across different classes, and youth perceptions of valuable learning experiences. The research is grounded in constructivism, applying feminist theory and critical race theory as lenses to challenge power dynamics and promote equality in education.

Findings confirm the problem of practice that inspired the study by revealing a contrast between students’ experiences in standardized …


The Influence Of Sex Education On Sexual Behaviors From Adolescence To Young Adulthood In South Carolina, Megan Elizabeth Austin Jul 2025

The Influence Of Sex Education On Sexual Behaviors From Adolescence To Young Adulthood In South Carolina, Megan Elizabeth Austin

Theses and Dissertations

Sex education in South Carolina (SC) is known to be limited, which may influence adolescent sexual behaviors, leading to a higher likelihood of lower ages of sexual initiation, more sexual partners, and more experiences of sexual violence. These behaviors are associated with many negative health outcomes.

A political content analysis of bills, laws, and educational standards provides insight to changes in political discourse around sex education from when the Comprehensive Health Education Act (CHEA) was passed in 1988 until 2024. A variable created through this analysis is used along with SC Youth Risk Behavior Survey data to assess changes in …


Seeding Science: Exploring Impacts From Interdisciplinary Project-Based Learning Experiences On Preservice Teachers Science Teaching Self-Efficacy, Kathryn Ruth Madden Jul 2025

Seeding Science: Exploring Impacts From Interdisciplinary Project-Based Learning Experiences On Preservice Teachers Science Teaching Self-Efficacy, Kathryn Ruth Madden

Theses and Dissertations

Early childhood and elementary education preservice teachers often report having limited firsthand experiences in constructivist, inquiry-based science instruction. This can be a factor in contributing to nervous or anxious feelings about teaching science to young learners. To address this critical problem, this study explored the impact of interdisciplinary project-based learning (PBL) experiences on preservice teachers' selfefficacy. The study extended over six weeks of the preservice teachers' science methods courses. The early childhood participants engaged in interdisciplinary PBL by designing and exploring schoolyard gardens. The elementary participants investigated the local saltmarsh ecosystem focusing on the plants and animals. The PBL experiences …


From Chalk Dust To Destiny: Race, Gender, Hair, And The Making Of My Stem Identity, Angela Gaines Hill Jul 2025

From Chalk Dust To Destiny: Race, Gender, Hair, And The Making Of My Stem Identity, Angela Gaines Hill

Theses and Dissertations

This critical autoethnography explored the evolving STEM identity of myself as a Black female student and educator and examined how race, gender, and hair politics intersected to shape experiences within predominantly white institutions. Guided by a two-fold framework of Critical Race Theory (CRT) and Transformative Leadership Theory (TLT) , I posed two research questions: 1) How has my STEM identity as a Black woman evolved over time through my experiences as a student and educator?; 2) In what ways does my current STEM identity as a Black woman, as understood through reflective practices, inform my pedagogical approaches and mentoring of …


I Belong Here And Am Thriving: Understanding Full-Time Graduate Student Well-Being And Belonging In An Msw Program, Lana Hart Elkins Jul 2025

I Belong Here And Am Thriving: Understanding Full-Time Graduate Student Well-Being And Belonging In An Msw Program, Lana Hart Elkins

Theses and Dissertations

Graduate-level social work students face high levels of stress that can impact their academic success and well-being. According to a national college health assessment, fulltime Master of Social Work (MSW) students at a southeastern university report significantly more academic, career-related, and financial stress than peers in other graduate programs. This study addressed the need to better understand full-time MSW student experiences and identify ways the program can mitigate stress, promote wellbeing, and foster a sense of belonging. Using a two-phase qualitative action research design, the study first analyzed responses to 12 open-ended questions from four student feedback surveys. These findings …


Improving Professional Learning Communities (Plcs) For Singletons, Stephanie Harbulak-Barron Jul 2025

Improving Professional Learning Communities (Plcs) For Singletons, Stephanie Harbulak-Barron

Theses and Dissertations

Participation in professional learning is generally recognized as a required component of the teaching profession. One type of professional learning is professional learning communities (PLCs). However, there are challenges to implementing successful PLCs that result in relevant professional learning. One challenge is non-standard PLC groupings that contain singletons, especially when those PLC groups are primarily all singletons. This action research study examined educators’ and administrators’ expectations of and experiences with PLCs in a special education cooperative in the Midwest. The goal of the mixed methods research design was to gather enough information from participants to facilitate the creation of an …


Clusters In The Storm: Regional Economic Specialization Before And After Hurricane Harvey, Gwyneth King Waddington Jul 2025

Clusters In The Storm: Regional Economic Specialization Before And After Hurricane Harvey, Gwyneth King Waddington

Theses and Dissertations

In recent years, large-scale disaster events have dominated headlines. As the world faces an increasing number of such disasters, it is crucial to understand their impacts beyond immediate monetary losses. Disasters not only directly impact individuals and businesses but may also reshape the spatial patterns of the regional economy. Through a case study of Hurricane Harvey in Texas and Louisiana, this study examines how disaster events influence regional economic specialization patterns and contribute to uneven impacts across economic supersectors and geographies. Expanding on previous methodologies, this study incorporates temporal analysis tools to identify and investigate case studies of economic change. …


Microstructure And Defects Of Aa6061 In The Laser Powder Bed Fusion Additive Manufacturing, Sivaji Karna Jul 2025

Microstructure And Defects Of Aa6061 In The Laser Powder Bed Fusion Additive Manufacturing, Sivaji Karna

Theses and Dissertations

AA6061 is a widely used aluminum alloy known for its excellent thermal conductivity, strength, and corrosion resistance. However, its application in Laser Powder Bed Fusion (LPBF) additive manufacturing is restricted by solidification cracking and porosity. This study examines defect formation, microstructural evolution, and precipitate behavior in AA6061 processed under various LPBF conditions, including room temperature and heated substrates (500°C), as well as pulsed wave laser configurations. Microstructural characterization was conducted using optical microscopy, scanning electron microscopy (SEM) with energy dispersive X-ray spectroscopy (EDS) and electron backscatter diffraction (EBSD), and transmission electron microscopy (TEM).

A maximum relative density of 99.17% was …


Saw Biosensor For The Detection Of Cyanobacteria And Cyanotoxin, Tally Bovender Jul 2025

Saw Biosensor For The Detection Of Cyanobacteria And Cyanotoxin, Tally Bovender

Theses and Dissertations

The growing prevalence of cyanobacterial blooms and associated cyanotoxins, such as microcystin-LR (MC-LR), presents a significant threat to water quality and public health. Conventional detection methods, including ELISA and PCR, are often time-consuming, expensive, and require trained personnel, limiting their application in field settings. Hence, a miniaturized, quick testing sensor is proposed to circumvent the current sensing challenges for real time, in-situ diagnostics of MC-LR. The proposed high-frequency ultrasonic sensor employs surface acoustic waves (SAW). The sensor was designed using a multi-physics simulation tool to understand wave propagation in the piezoelectric substrate (lithium tantalate) and optimize the design of the …


Awareness And Practice Methods For Musicians With Invisible Disabilities: Insights Gained From Playing The Flute With Ehlers-Danlos Syndrome, Jessica Pelltier Jul 2025

Awareness And Practice Methods For Musicians With Invisible Disabilities: Insights Gained From Playing The Flute With Ehlers-Danlos Syndrome, Jessica Pelltier

Theses and Dissertations

Ehlers-Danlos Syndrome (EDS) is a connective tissue disorder that presents significant physical and mental challenges for musicians, particularly in instrumental performance. These challenges may include chronic pain, joint instability, fatigue, anxiety, and depression. While such symptoms are associated with EDS, they are not exclusive to it and are also common among individuals with other invisible disabilities, such as fibromyalgia, postural orthostatic tachycardia syndrome (POTS), celiac disease, attention-deficit/hyperactivity disorder (ADHD), generalized anxiety disorder (GAD), and chronic fatigue syndrome (ME/CFS). This study explores the experiences of flutists with EDS and other invisible disabilities, focusing on the coping strategies and adaptations they use …


Aggressive, Adaptive, And Underestimated: From Allergy To Arboviruses, The Rise Of The Lone Star Tick, Emily Ellen Owens Pickle Jul 2025

Aggressive, Adaptive, And Underestimated: From Allergy To Arboviruses, The Rise Of The Lone Star Tick, Emily Ellen Owens Pickle

Theses and Dissertations

Once considered a nuisance with little medical importance, the lone star tick (Amblyomma americanum, Acari:Ixodidae) has emerged as a formidable vector driving a new era of public health threats across the United States of America. This dissertation traces the rise of the lone star tick from obscurity to infamy, exploring its expanding geographic range, unique immunologic impacts on humans, and role in the transmission of emerging tickborne viruses. Through a series of integrated studies, this work characterizes the epidemiology, immunology, and ecological context of tick-borne diseases in the southeastern U.S., with a particular focus on α-Gal syndrome (AGS), …


An Economic Evaluation Of Cook At All Costs, Abigail Green Jul 2025

An Economic Evaluation Of Cook At All Costs, Abigail Green

Theses and Dissertations

Cooking shows have been popular for decades with many variations, prizes, and a collection of talented chefs. The Netflix series Cook at All Costs provides a newer playing field incorporating auctions into the challenging landscape. Home chefs are challenged with creating unique dishes from mystery ingredients boxes acquired through various auction types in hopes of winning a monetary prize. The chefs must balance the trade-off between spending money on higher-quality ingredients to improve their chances of winning and saving money across rounds. This thesis will explore the economic concepts presented in the show by providing an understanding of how the …


Multi-Task Deep Learning Approach For Segmenting And Classifying Competitive Swimming Activities Using A Single Imu, Mark Shperkin Jul 2025

Multi-Task Deep Learning Approach For Segmenting And Classifying Competitive Swimming Activities Using A Single Imu, Mark Shperkin

Theses and Dissertations

Competitive swimming performance analysis has traditionally relied on manual video review and multi-sensor systems, both of which are resource-intensive and impractical for everyday training use. This study investigates whether a single wrist-worn inertial measurement unit (IMU) can be used to automatically segment and classify swimming activities with high accuracy. We propose a multi-task deep learning pipeline based on the MTHARS (Multi-Task Human Activity Recognition and Segmentation) architecture introduced by Duan et al. to perform stroke classification, lap segmentation, stroke count estimation, and underwater kick count estimation. Data were collected from eleven collegiate-level swimmers wearing left-wrist-mounted IMUs, each performing five 100-yard …


Self-Efficacy And Mathematical Identities In A Rural Georgia Middle School Classroom, Gavin Wilson Jul 2025

Self-Efficacy And Mathematical Identities In A Rural Georgia Middle School Classroom, Gavin Wilson

Theses and Dissertations

Even into adulthood, some people have a strong resentment of math. Their beliefs toward their mathematical abilities have created a fear of the subject, resulting in an avoidance of anything math-related. These thoughts and beliefs regarding math and mathematical abilities begin somewhere along an individual’s academic journey in a math classroom. This action research study, using a mixed-methods approach, attempted to uncover the origins and development of self-efficacy and mathematical identities in rural eighth-grade students. Furthermore, this study explored ways that a teacher can influence these sets of beliefs and examined the impact on academic performance. The framework used to …


Getting Poked (Lovingly) With A Stick: A Study Of Parental Involvement During First-Year Students’ College Transitions, Mary Ellis Glymph Jul 2025

Getting Poked (Lovingly) With A Stick: A Study Of Parental Involvement During First-Year Students’ College Transitions, Mary Ellis Glymph

Theses and Dissertations

In recent years, some higher education professionals have observed an increase in parental involvement in the lives of their students during their transition to college. While involved parents are sometimes referred to as “helicopter parents,” this new generation of parents often fits more into the label of “snowplow parents” or “lawnmower parents.” This sort of over-involvement impacts students’ personal and academic development far beyond high school graduation; during college, students can struggle to adjust to new levels of academic rigor, but they can also struggle with self-confidence and internal motivation due to their lack of experience with addressing their own …


Artificial Intelligence In Sport Management: A Systematic Review, Scale Development And Validation, And Implications, Kemardo Tyrell Jul 2025

Artificial Intelligence In Sport Management: A Systematic Review, Scale Development And Validation, And Implications, Kemardo Tyrell

Theses and Dissertations

The democratization of intelligent systems and their ubiquitous presence across the sport industry have created an urgent need to understand the current environment and how stakeholders perceive artificial intelligence (AI) as it reshapes decision-making, engagement, and organizational design. This three-manuscript dissertation conceptualizes artificial intelligence as a contested domain shaped by stakeholder meaning-making, consumer perception, and shifts in organizational practice. The first manuscript provides a systematic review of AI in sport management using the PRISMA framework, mapping how AI has been conceptualized as a methodological tool or contextual innovation across the sport industry segmentation (performance, production, and promotion). The second manuscript …


Approaches To Enhancing Multiple Hypothesis Testing Methods With Side-Information, Siyu Zheng Jul 2025

Approaches To Enhancing Multiple Hypothesis Testing Methods With Side-Information, Siyu Zheng

Theses and Dissertations

Lesion-symptom mapping (LSM) studies offer insight into the brain areas involved in various aspects of cognition. This is commonly done via behavioral testing in patients with a naturally occurring brain injury or lesions (e.g., strokes or brain tumors). This results in high-dimensional observational data where lesion status (present/absent) is non-uniformly distributed, with some voxels having lesions in very few (or no) subjects. In this situation, mass univariate hypothesis tests have severe power heterogeneity where many tests are known a priori to have little to no power. Additionally, high-dimensional observational data can be grouped according to brain anatomical structure.

In this …


​​I See Him In Me: Implementing Culturally Responsive Small Group Reading For Multilingual Learners, Briana Gomez Jul 2025

​​I See Him In Me: Implementing Culturally Responsive Small Group Reading For Multilingual Learners, Briana Gomez

Theses and Dissertations

This mixed methods study explores the implementation and impact of differentiated guided reading instruction for MLs in a second-grade classroom. Specifically, it examines how differentiation strategies are applied during guided reading sessions and investigates the role of culturally relevant texts in engaging and supporting ML students’ literacy development. Through a mixed-methods approach combining classroom observation, student artifacts, and interviews, the research highlights best practices for meeting the diverse needs of MLs and underscores the importance of using culturally responsive texts. Additionally, the study analyzes the effect of these instructional approaches on students’ academic progress by comparing Edmentum Winter and Spring …


Using Critical Literacy To Illuminate Multicultural Perspectives In A Second Grade Classroom, Amelia Marzieh Hecker Jul 2025

Using Critical Literacy To Illuminate Multicultural Perspectives In A Second Grade Classroom, Amelia Marzieh Hecker

Theses and Dissertations

Teaching about equity and diversity can be a challenge for elementary school teachers due to many factors including lack of understanding, resistance from parents, and discomfort due to the current political climate. This action research aims to examine the experiences of the teacher and second grade students as they use cultural literacy to explore multicultural texts. This action research took place in an upper-middle class community in the suburban area of Long Island, near New York City, where most participants identified as white. The data for this research took place over a six-week period. Observations, transcripts, journaling, and artifacts were …


A Comparative Techno-Economic Analysis Of Aqueous And Anhydrous Hcl Electrolysis Processes, O. Felix, K. Likit-Anurak, K. Ngamsanroaj, Sirivatch Shimpalee, Ben Meekins Jul 2025

A Comparative Techno-Economic Analysis Of Aqueous And Anhydrous Hcl Electrolysis Processes, O. Felix, K. Likit-Anurak, K. Ngamsanroaj, Sirivatch Shimpalee, Ben Meekins

Faculty Publications

The state-of-the-art aqueous HCl electrolysis process is a well-established process for chlorine production but faces challenges such as limited conversion efficiencies, corrosion, and additional pre- and post-electrolyzer processing steps that add to its cost. This study evaluates whether a recently demonstrated anhydrous HCl electrolysis process is more economically viable than the state-of-the-art aqueous process. A 1D electrolyzer model was developed using Aspen Custom Modeler® and integrated into Aspen Plus® for process modeling. Multiple conversion efficiencies (30.5 %, 50 %, 80 %, and 93.4 %) were analyzed for the anhydrous process, with various heat recovery and heat exchanger configurations assessed using …


An Investigation Of The Impact Of Child-Centered Play Therapy Facilitated Through A Virtual Playroom On Disruptive Behaviors: A Single-Case Research Design, Keeland Kelley Lodato Jul 2025

An Investigation Of The Impact Of Child-Centered Play Therapy Facilitated Through A Virtual Playroom On Disruptive Behaviors: A Single-Case Research Design, Keeland Kelley Lodato

Theses and Dissertations

This multi-manuscript dissertation comprises two interconnected articles that collectively explore facilitating Child-centered play therapy (CCPT) through telemental health (TMH) using a virtual playroom. Chapter Three includes a qualitative manuscript using thematic analysis to understand the experiences of eight counseling students who participated in a training where they learned how to create and utilize a virtual playroom, followed by a virtual play session with elementary-aged children. The results from this study provided six emergent themes and subthemes. Chapter Four includes a quantitative manuscript using a single-case research design. More specifically, this study used a reversal design to investigate the impact of …


A Mixed Methods Study Exploring The Lived Experience Of Shared Trauma In Psychiatric Nurses During Covid-19, April Lynne Hutto Jul 2025

A Mixed Methods Study Exploring The Lived Experience Of Shared Trauma In Psychiatric Nurses During Covid-19, April Lynne Hutto

Theses and Dissertations

Introduction: Psychiatric nurses (PNs) had a unique lived experience of shared trauma (ST) during the COVID-19 pandemic. These nurses experienced the same traumatic event, COVID-19, with associated trauma symptoms as their patients. This mixed methods study aims to triangulate data on ST in PNs using a quantitative and qualitative study. Methods: PN (N=24) completed a semi-structured interview during the summer and fall of 2024. A quantitative study PN (N=552) in spring 2023, using the Shared Trauma and Professional Posttraumatic Growth (STPPG) inventory, was completed with descriptive and inferential statistics using SAS 9.4. A thematic analysis of the interviews was completed …


A Mixed Methods Examination Of Interdisciplinary Strategies For Addressing Trauma And Chronic Pain In Group Therapy, Kara Marceil Schneider Jul 2025

A Mixed Methods Examination Of Interdisciplinary Strategies For Addressing Trauma And Chronic Pain In Group Therapy, Kara Marceil Schneider

Theses and Dissertations

Chronic pain and trauma are distinct yet interconnected public health concerns, each significantly affecting physical, psychological, and social well-being. The comorbidity of these conditions highlights a critical need for integrated treatment approaches. This dissertation explores interdisciplinary strategies that merge group counseling and physical therapy to address trauma symptomology and chronic pain within a group therapy setting. Grounded in the biopsychosocial model, somatic therapy principles, and the gate control theory of pain, this multi-manuscript dissertation employs a mixed methods design to examine counselor experiences, intervention feasibility, and participant outcomes.


The Impact Of A Case-Based Learning (Cbl) Intervention In A Medical Spanish Course, Deonna Lavette Reliford Jul 2025

The Impact Of A Case-Based Learning (Cbl) Intervention In A Medical Spanish Course, Deonna Lavette Reliford

Theses and Dissertations

I implemented a different instructional approach for my medical Spanish course in Spring 2025. This case-based learning intervention utilized two main learning theories of socio-constructivism and situated learning theory in translation and interpreting studies (SLTIS) grounded in the learning design framework of case-based learning (CBL) to answer three research questions. Cases in both Spanish and English were provided for study participants to analyze and discuss. This research study used an embedded mixed-methods action research design (Efron & Ravid, 2020), with qualitative data embedded as the secondary source of data within a study that prioritized the primary quantitative data collected from …