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Articles 181 - 210 of 1634
Full-Text Articles in Educational Psychology
Digital Media In Teaching & Learning Reading Comprehension: The View Of The Efl Pre-Service Teachers In An Indonesian Higher Education, Mistang Mistang, Ruslin Ruslin, Zul Aini Rengur, Hijrah Syam, Siti Wirana
Digital Media In Teaching & Learning Reading Comprehension: The View Of The Efl Pre-Service Teachers In An Indonesian Higher Education, Mistang Mistang, Ruslin Ruslin, Zul Aini Rengur, Hijrah Syam, Siti Wirana
Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan
The rapid advancement of digital technology has transformed the dynamics of reading comprehension instruction, particularly in the context of English as a Foreign Language (EFL) learning. This study aims to explore the perspectives of EFL pre-service teachers regarding the teaching and learning of reading comprehension in digital-based learning environments. Additionally, the research seeks to understand the challenges these preservice teachers face in teaching reading skills and to investigate the effectiveness of current digital media in enhancing EFL pre-service teachers’ reading comprehension abilities. Employing a mixed-methods approach, quantitative data were collected through online questionnaires distributed to 26 respondents, while qualitative data …
The Tree That Would Not Fall: An Educator’S Autoethnographic Journey Of Healing Through Words, Raeanna Marie Carlson
The Tree That Would Not Fall: An Educator’S Autoethnographic Journey Of Healing Through Words, Raeanna Marie Carlson
Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–
To say the world has changed since the 2020 COVID-19 shut down is to minimize the micro and macro social changes that infiltrated the school system. In the wake of it all, we find a landscape marred by a both rising teacher attrition and struggling student motivation. This autoethnographic dissertation explores the deeply personal experience tethered to a deeply problematic system that contributes to not only teacher burnout but what I came to know as teacher demoralization. Personal traumas of teachers profoundly impact their experience in the classroom, and as I examined my own near departure from the classroom, I …
Burning The Wick At Both Ends: A Three Paper Investigation Of Burnout And Educators, Karla P. Miner
Burning The Wick At Both Ends: A Three Paper Investigation Of Burnout And Educators, Karla P. Miner
All Dissertations
Researchers in the late 20th century identified the impact of burnout on organizational and individual success. The urgency to address burnout in education has intensified following the disruptions caused by the COVID-19 pandemic. Teacher burnout, characterized by exhaustion, cynicism, and feelings of inadequacy, has been a commonly discussed topic among educators internationally following the COVID-19 pandemic. Recent studies highlight the alarming rates of burnout among educators, emphasizing the need for targeted interventions to support well-being and mitigate educator attrition. This collection of papers addresses three primary aspects of burnout and practice: a literature review of individual and organizational practice, a …
Connecting The Dots: Teacher Self-Efficacy, Student-Teacher Relationships, And Behavior Management In Early Childhood, Courtney Lewis
Connecting The Dots: Teacher Self-Efficacy, Student-Teacher Relationships, And Behavior Management In Early Childhood, Courtney Lewis
Graduate Theses and Dissertations (2019 - present)
This study was designed to explore the relationships between teacher self-efficacy, student-teacher relationships, and use of behavior management strategies in early childhood education. Previous research suggests that effective early childhood education improves a child’s academic and social outcomes. This study sought to explore factors contributing to teacher effectiveness in preschool teachers. The hypotheses were that (1) teacher self-efficacy will directly affect student teacher relationships, (2) that studentteacher relationships will directly affect teacher’s frequency, confidence, and success of their behavior management strategies, and (3) that student-teacher relationships will act as a mediating variable between teacher self-efficacy and the frequency, confidence, and …
Examining How Self-Regulated Learning Professional Development Affects Teacher Srl Knowledge, Beliefs, And Practices, Stephanie Greenquist-Marlett
Examining How Self-Regulated Learning Professional Development Affects Teacher Srl Knowledge, Beliefs, And Practices, Stephanie Greenquist-Marlett
STEMPS Theses & Dissertations
Self-regulated learning (SRL) strategies promote valuable student learning outcomes including academic achievement and lifelong learning (EU Council, 2002). Teachers have an opportunity to cultivate student SRL development within their classrooms (Azevedo et al., 2008). While teachers believe in the benefits associated with SRL promotion (Spruce & Bol, 2014), their positive attitudes are not often supported by adequate knowledge of SRL strategies. This leads to a lack of self-efficacy for developing SRL instruction in classrooms (Dignath & Büttner, 2018; Zimmerman et al., 1996). SRL-based professional development (PD) interventions have demonstrated their effectiveness for increasing teacher SRL instruction and implementation (Cleary et …
From Heroic Imagination To Belonging-Focused Healing: A Tribute To Philip Zimbardo, Agnieszka Wilczynska
From Heroic Imagination To Belonging-Focused Healing: A Tribute To Philip Zimbardo, Agnieszka Wilczynska
Heroism Science
This article offers a reflective account of the Polish adaptation of the Heroic Imagination Project (HIP), a global educational initiative founded by Philip Zimbardo to promote everyday heroism through psychological awareness. As HIP took root in Poland, we developed a robust infrastructure of certified trainers, academic collaborators, and educational centers, reaching over 250 schools and 800 educators. Grounded in core psychological principles -- such as the bystander effect, social conformity, and prejudice -- the program empowered participants to resist negative social influences and cultivate moral courage. The experience also gave rise to Belonging Focus Therapy (BFT), a psychobiological and sociocultural …
Evaluating The Predictive Value Of Basc-3 Anxiety Scale And Working Memory Index Scores For Clinically Significant Test Anxiety: A Comprehensive Analysis Of Non-Classifiable Cases, Des'tiana S. Williams
Evaluating The Predictive Value Of Basc-3 Anxiety Scale And Working Memory Index Scores For Clinically Significant Test Anxiety: A Comprehensive Analysis Of Non-Classifiable Cases, Des'tiana S. Williams
Electronic Theses and Dissertations
This dissertation will explore how test anxiety (TA) affects working memory (WM) and whether certain factors can help predict higher levels of test anxiety. Anxiety has been defined as a common experience that can show up in various forms—like general worry, social fears, panic attacks, and specific phobias (APA, 2022). It was described as often triggering our natural “fight-or-flight” response, which can impact our ability to focus, think clearly, and remember things. For students, test anxiety has been especially challenging, affecting how they perform in high-stakes academic settings. Using data from a university based psychological assessment center, this study will …
Evaluating The Predictive Value Of Basc-3 Anxiety Scale And Working Memory Index Scores For Clinically Significant Test Anxiety: A Comprehensive Analysis Of Non-Classifiable Cases, Des'tiana S. Williams
Evaluating The Predictive Value Of Basc-3 Anxiety Scale And Working Memory Index Scores For Clinically Significant Test Anxiety: A Comprehensive Analysis Of Non-Classifiable Cases, Des'tiana S. Williams
Electronic Theses and Dissertations
This dissertation will explore how test anxiety (TA) affects working memory (WM) and whether certain factors can help predict higher levels of test anxiety. Anxiety has been defined as a common experience that can show up in various forms—like general worry, social fears, panic attacks, and specific phobias (APA, 2022). It was described as often triggering our natural “fight-or-flight” response, which can impact our ability to focus, think clearly, and remember things. For students, test anxiety has been especially challenging, affecting how they perform in high-stakes academic settings. Using data from a university based psychological assessment center, this study will …
Teachers' Feedback And Students' Emotional Wellbeing In Writing Courses, Amar Bahadur Sherma
Teachers' Feedback And Students' Emotional Wellbeing In Writing Courses, Amar Bahadur Sherma
Journal of English Learner Education
While feedback is a corrective business in every sphere of human life, most students do not have a positive perception of teachers’ feedback. Previous studies have emphasized the relationship between students’ writing achievements and the effectiveness of teachers’ feedback. However, no substantial research on how teachers’ feedback affects students’ emotional well-being has been undertaken. This article examines the relationship between students’ understanding of their teachers’ feedback on their writing assignments and emotional wellbeing. Data was collected from (N = 63) Nepali undergraduate students through Google Forms. The Forms consisted of structured and unstructured questions. According to the data, a mismatch …
Embodying Altruistic Love: The Role Of Emotions In Teaching Black Students With Disabilities Within An Inclusive Elementary School, Joshua Armentrout
Embodying Altruistic Love: The Role Of Emotions In Teaching Black Students With Disabilities Within An Inclusive Elementary School, Joshua Armentrout
Graduate Doctoral Dissertations
Teacher emotions play a pivotal yet understudied role in shaping the educational experiences of Black students with disabilities (SWDs). This study examines how five special educators in a fully inclusive elementary school understand, experience, and navigate their emotions in relation to Black SWDs. Using a qualitative approach grounded in portraiture, this study explores the intersection of race, disability, and emotion, revealing how teachers internalize, resist, and negotiate dominant ideologies within the broader educational system.
Guided by a three-dimensional space framework from the field of narrative inquiry—temporality, sociality, and spatiality—this study traces how educators’ emotions are shaped by past experiences, social …
Teaching Teachers To Stand Up: Fostering Moral Reasoning And Courage Through Neo-Abolitionist Pedagogies In Multicultural Education, Aaron A. Baker, Liz Potter-Nelson
Teaching Teachers To Stand Up: Fostering Moral Reasoning And Courage Through Neo-Abolitionist Pedagogies In Multicultural Education, Aaron A. Baker, Liz Potter-Nelson
Journal of Multicultural Affairs
In today’s increasingly polarized educational landscape, debates over diversity, equity, and inclusion (DEI) have reached a critical juncture. Anti-DEI policies and legislation are not only reshaping educational policy but are also producing tangible adverse effects on teacher behavior—often creating chilling effects that undermine authentic multicultural education. In light of these challenges, this article contends that teacher preparation programs must fundamentally reorient their curricula to cultivate robust moral reasoning and moral courage among preservice teachers. By integrating theoretical frameworks such as Kohlberg’s theory of moral development and Rest’s Four-Component Model with the transformative principles of neo-abolitionist teaching, we propose a comprehensive …
Leading Through Crisis: San Diego County Schools' Response To The Social Emotional Needs Of All Students, Johana Bielma
Leading Through Crisis: San Diego County Schools' Response To The Social Emotional Needs Of All Students, Johana Bielma
Dissertations
The COVID-19 pandemic led to unprecedented school closures, forcing administrators to take decisive action to radically change the educational system. The imperative to switch to remote learning transformed the dynamics of teaching and learning, leading to both immediate and long-term academic and social emotional consequences for all stakeholders. When schools reopened, administrators faced the challenge of reintegrating students into in-person learning while addressing the pandemic’s lasting effects on academics, mental health, and school safety. While academic regression was evident, the extent of students’ emotional struggles was less anticipated. Many students exhibited increased irritability and mental health issues such as depression …
A Correlational Study Of The Relationships Between The Big Five Aspects Of Personality And Career Interest: Practical Implications For Teachers In Guidance Counseling Roles, Mary J. Haberman
Dissertations, Theses, and Projects
Classroom teachers are often required to teach advisory courses that include career counseling and social emotional learning components. The author used a combination of personality and career assessments to guide students into careers that were a good fit, not only for their interests but their temperaments as well. This holistic approach to advising allowed the author to address a wide variety of personal issues (e.g., unmet needs) that students were having and help them to discover their own motivations for approaching these issues. While the study is focused on collecting information from working adults, the results of this study could …
Navigating The Moral Landscape: Courage, Cowardice, And The Educator's Call To Action, Scott H. Sorvaag
Navigating The Moral Landscape: Courage, Cowardice, And The Educator's Call To Action, Scott H. Sorvaag
Essays in Education
Contemporary educators face an increasingly complex and challenging landscape. This essay explores the vital role of courage and the influence of cowardice in shaping educators' moral leadership and professional practice. By integrating insights from human development reports, leadership theory, and educational philosophy, this essay argues that understanding the internal continuum between courage and cowardice is crucial for educators seeking to create transformative learning environments. The essay provides actionable strategies for fostering courage in daily practice and nurturing partnerships between schools, parents, and communities.
Leveraging Ownership To Prosper From Failure, Rodney G. Thomas
Leveraging Ownership To Prosper From Failure, Rodney G. Thomas
All-Inclusive List of Electronic Theses and Dissertations
The purpose of this qualitative study was to gain an understanding of the phenomenon of leveraging ownership to prosper from a failure experience through the lenses of principals who have experienced a situation where they failed. Research questions included the perception of the determining aspects, how ownership manifested as a coping method, the belief in leveraging ownership to improve outcomes, and what principals can learn about themselves when finding success after failing. Principals matching the criteria of working in Indiana and Michigan and having a failure experience were chosen for this research study. Semi-structured interviews were conducted with the principals …
Exploring Secondary Teachers’ Mental Health Self-Efficacy, Perceptions Of Supporting Student Mental Health And Well-Being, Sherilyn A. Kile
Exploring Secondary Teachers’ Mental Health Self-Efficacy, Perceptions Of Supporting Student Mental Health And Well-Being, Sherilyn A. Kile
Education (PhD) Dissertations
Research has indicated that over half of all lifetime cases of mental health conditions begin before the age of 14 years (NAMI, 2024a), making the adolescent period a critical and formative time. The unprecedented effect of the COVID-19 pandemic has been linked to more mental health problems in children and adolescent youth (Sayed et al., 2024), particularly affecting southern California school districts that implemented distance or hybrid learning models (K. Brann et al., 2022). Secondary teachers are essential referral sources and gatekeepers for linking adolescent children to mental health support (Owens et al., 2014). Given the essential role teachers play …
Double, Double, Toils And Troubles: Analyzing The “Magical” Relationships Between University Leaders’ Personality Traits And Their Self-Efficacy In Leadership Situations, Fay Ludvine Boudreaux
Double, Double, Toils And Troubles: Analyzing The “Magical” Relationships Between University Leaders’ Personality Traits And Their Self-Efficacy In Leadership Situations, Fay Ludvine Boudreaux
LSU New Orleans Theses and Dissertations
This present study investigated the relationship between higher education leaders’ personality traits and their self-efficacy in leadership situations. A total of 151 leaders employed across the nine institutions within the University of Louisiana System completed a survey that prompted them to identify their personal values, traits, and skill sets, as derived from the online Pottermore quiz, the official Harry Potter Hogwarts House sorting instrument. This niche personality metric was chosen to cater to higher education’s evolving landscape, as it welcomes an influx of Millennials into leadership positions. Participants’ responses were eventually recoded to “sort” them into their respective Houses: Gryffindor, …
Treading Lightly: The Ethics Of Instructor Il/Legibility And Neutrality In The Classroom, Marcus A. Woodman
Treading Lightly: The Ethics Of Instructor Il/Legibility And Neutrality In The Classroom, Marcus A. Woodman
Department of English: Dissertations, Theses, and Student Research
Instructors in the classroom often describe their experiences teaching as being a performance, which often combines authenticity with boundaries to keep certain aspects of the instructor’s life out of the classroom. For queer instructors, their performance may be especially complicated; since queer identity is less visible than other types of identities, instructors must also weigh whether or not to come out to their students. In our current political moment, where queerness has yet again become a scrutinized topic (especially when in proximity to youth), teachers have an even more difficult decision to make.
This thesis uses queer theory and queer …
A Pipeline To Prison Or A Pathway To Promise? The Inequities Fueling The School To Prison Pipeline, Ranishia Lachelle Bailey
A Pipeline To Prison Or A Pathway To Promise? The Inequities Fueling The School To Prison Pipeline, Ranishia Lachelle Bailey
Electronic Theses, Projects, and Dissertations
This systematic review proposal would investigate the school-to-prison pipeline and examine the role of pedagogical interventions in mitigating youth involvement in the justice system. By analyzing existing literature, this proposal would study and explore how school system biases, educational frameworks, and systemic factors contribute to the perpetuation of this pipeline, with a specific focus on how educational policies and disciplinary practices impact at-risk youth. The review aims to identify effective interventions that can disrupt this cycle, including restorative justice practices, trauma-informed education, positive behavioral interventions, and culturally responsive teaching. A comprehensive search strategy should be employed across various academic databases, …
Support, School Climate And Teacher Wellbeing In The Wake Of Covid-19: A National Study Using Ntsp Data, Annastashia M. Teepe
Support, School Climate And Teacher Wellbeing In The Wake Of Covid-19: A National Study Using Ntsp Data, Annastashia M. Teepe
Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–
Research indicates a significant number of teachers planned to leave the profession following the COVID-19 pandemic, with national surveys in 2021 revealing about 25% considering departure. Stress, low pay, remote teaching demands, and lack of support contributed to attrition, impacting school climate, which influences productivity, collaboration, and job satisfaction, and is inversely related to turnover. The shift to remote learning also demanded new skills and exposed technological disparities. This quantitative study examined the pandemic's impact on teachers' perceptions of school climate, support, resources, job satisfaction, burnout, and intent to leave using the 2020–2021 National Teacher and Principal Survey. Factor analyses …
Breaking The Pipeline: Exploring Exclusionary Discipline, Restorative Justice, And The Attitudes And Beliefs Of Educators, Ericka J. Varnedoe
Breaking The Pipeline: Exploring Exclusionary Discipline, Restorative Justice, And The Attitudes And Beliefs Of Educators, Ericka J. Varnedoe
Honors College Theses
This study explores the connection between exclusionary disciplinary practices and the school-to-prison pipeline. It highlights how exclusionary discipline, including suspensions and expulsions, disproportionately affects marginalized groups such as students of color, students with disabilities, and LGBTQ youth, further contributing to the school-to-prison pipeline. In contrast, restorative justice, a non-punitive approach, offers a promising alternative. Initially adopted from the criminal justice system, restorative justice has been integrated into school environments to foster positive school climates, improve experiences, and mitigate challenging behaviors. This research examines educators' attitudes toward both exclusionary and restorative practices, as well as their awareness and implementation of restorative …
Clarifying Background Knowledge - Understandings And Practices That Scaffold Comprehension, Justin M. Stygles
Clarifying Background Knowledge - Understandings And Practices That Scaffold Comprehension, Justin M. Stygles
Wellspring: A Practitioner-Oriented Journal of Literacy and Language Education
Background Knowledge is a hot topic, though not new to our understanding of reading and comprehension. Background knowledge is more than just knowing facts and a scaffold to comprehension. What kinds of background knowledge students posses has a significant impact on their ability to interact with text cognitively and viscerally. What happens when they don't have the necessary background knowledge? Students must learn to clarify to acquire new knowledge that becomes the background knowledge for future literacy endeavors.
Supporting Elementary Educators Through A Nervous System Regulation And Social-Emotional Learning Skills Workshop Intervention: An Musc Capstone Project, Lily Morgan
Entry-Level Occupational Therapy Doctorate - Doctoral Capstone Symposium
Teachers have a great influence on developing children’s emotional intelligence, regulatory capacity, and occupational engagement. These professionals also happen to report some of the highest rates of stress, mental health challenges (Agyapong, B. et al, 2022), and burnout (Xie, M., et al, 2022). Providing teachers with education and support on nervous system regulation, social-emotional learning skills, and related topics can improve their ability to manage job stress, enhance modeling and interactions with students, and improve their quality of life. This project aimed to enhance knowledge, provide access to resources, and serve to support elementary educators at an inner-city school in …
Self-Contained Teacher Burnout And Retention: Professional Learning Communities, Jennifer A. Miller
Self-Contained Teacher Burnout And Retention: Professional Learning Communities, Jennifer A. Miller
Morehead State Theses and Dissertations
A capstone submitted in partial fulfillment of the requirements for the degree of Doctor of Education in the Ernst and Sara Lane Volgenau College of Education at Morehead State University by Jennifer A. Miller on April 8, 2025.
Balance Of Psychological Needs Among University Aural Skills Students, Elizabeth Ann Johnson
Balance Of Psychological Needs Among University Aural Skills Students, Elizabeth Ann Johnson
Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–
This mixed methods study examined student experiences, perceptions, and motivations in traditional, tertiary aural skills courses. Results from an initial qualitative, instrumental case study led to the development of a four-phase, exploratory sequential design guided by Self-Determination Theory (SDT) and Cognitive Evaluation Theory (CET). Qualitative findings revealed student insights into experiences with course attributes, a need for connection to material and the classroom community, and a desire for an improved aural skills course experience. Quantitative follow up examined student perceptions of the satisfaction and dissatisfaction of the basic psychological needs SDT and CET propose are necessary for student motivation and …
Incorporating Data Mining Techniques In Inverse Propensity Score Weighting With A Latent Class Exposure: An Application To The Nsse Data, Siyu Liu
USF Tampa Graduate Theses and Dissertations
College graduation is a key goal for both students and institutions, yet increasing rates of four-year graduation has proven challenging. An initiative that has been implemented focuses on enhancing student participation both in the classroom and across the broader academic setting. The National Survey of Student Engagement (NSSE) has been used by many institutions worldwide as a tool to evaluate student engagement through self-reported data. Research indicates that NSSE is linked to students’ academic success, such as better course grades, retention, and timely graduation. However, the existing relationships have been opaque and even contradictory. This study employs a newly developed …
The Impact Of Educators’ Perceptions Of Neurodivegence On Their Self-Efficacy In Teaching Middle And High School Students With Adhd And Autism In Rural Minnesota, Nicolle D. Bettcher Erickson
The Impact Of Educators’ Perceptions Of Neurodivegence On Their Self-Efficacy In Teaching Middle And High School Students With Adhd And Autism In Rural Minnesota, Nicolle D. Bettcher Erickson
Dissertations, Theses, and Projects
ABSTRACT
The purpose of this phenomenological qualitative study was to explore how we can best support our teachers in matching our ever-changing educational landscape, specifically our neurodivergent learners. When educating neurodivergent students (students with autism or attention deficit hyperactivity disorder), we must understand how to teach these creative, sometimes misunderstood individuals and unleash their full potential. To do so, we need educational practitioners who have healthy perceptions of what it means to be neurodivergent and educators who understand both the talents and hurdles that being neurodivergent may entail. This study examined how non-special education teachers' perceptions of neurodivergence correlated with …
Mindfulness In Action: A Critical Reflective Self-Study Exploring Mindfulness, Goal Attainment, And The Adult Learning And Development Experience, Michelle Yvette Catlin
Mindfulness In Action: A Critical Reflective Self-Study Exploring Mindfulness, Goal Attainment, And The Adult Learning And Development Experience, Michelle Yvette Catlin
USF Tampa Graduate Theses and Dissertations
Through a Critical Reflective Self-Study, this dissertation explores adult learning and development with a focus on the psychological construct of mindfulness and its role in goal attainment. The self-study places me as the subject and centers on my reflections, insights, and lessons learned through my doctoral professional development journey at a large public research university. My experience began with a research focus on mindfulness and mindfulness training for cognitive performance and adult learning and development, and later in my doctoral program, I gained further insight into the facilitation of goal attainment when I studied, practiced, and worked in university student …
Maintaining Well-Being: Coping Strategies For Prolonged Traumatic Experiences From The Stories Of Ukrainian Educators During The Wartime, Natalya Rakevich
Maintaining Well-Being: Coping Strategies For Prolonged Traumatic Experiences From The Stories Of Ukrainian Educators During The Wartime, Natalya Rakevich
Educational Studies Dissertations
This qualitative, phenomenological study aimed to better understand how and whether educators can maintain well-being during prolonged trauma. This study examines the experiences of Ukrainian educators living in non-occupied territories during wartime. The following research questions guided the study: What coping strategies do educators use to take care of themselves? What coping strategies do educators use with their students? How do educators perceive mindfulness and storytelling? A conceptual framework was created to better understand the topics of stress, trauma, being, well-being, surviving, suffering, and coping mechanisms through a literature review. Data collection occurred in February and March 2024, two years …
Examining The Influence Of Digital Transformation On Organizational Culture And Employee Adaptability In Higher Education Institutions Across The Gulf Cooperation Council (Gcc), Hussein Elsayed Mohamed Ismail
Examining The Influence Of Digital Transformation On Organizational Culture And Employee Adaptability In Higher Education Institutions Across The Gulf Cooperation Council (Gcc), Hussein Elsayed Mohamed Ismail
Journal of the Association of Arab Universities for Research in Higher Education مجلة اتحاد الجامعات العربية للبحوث في التعليم العالي
The study aimed to explore the impact of digital transformation on organisational culture and employee readiness within Higher Education Institutions (HEIs) in the Gulf Cooperation Council (GCC) region. Conducted in 2024, it involved research that used a sample of employees and administrators from various universities across the region. Structured questionnaires served as data collection tools, allowing for an in-depth evaluation of the different dimensions of digital transformation. This study primarily utilises secondary data analysis, which involves examining data from existing studies, reports, and scholarly articles. This approach is selected for its efficiency and cost-effectiveness, as it allows access to extensive …