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Articles 331 - 360 of 9716
Full-Text Articles in Entire DC Network
Systematic Review Of Early Childhood And Pre-Primary Education, Anna Dabrowski, Yung Nietschke, Syeda Kashfee Ahmed, Michelle Hsien, Dan Cloney, Tim Friedman
Systematic Review Of Early Childhood And Pre-Primary Education, Anna Dabrowski, Yung Nietschke, Syeda Kashfee Ahmed, Michelle Hsien, Dan Cloney, Tim Friedman
Early Childhood Education
This systematic review synthesises global evidence from academic and grey literature published between 2015 and 2025, examining effective policies and interventions aimed at increasing ECCE participation across diverse country contexts, with a focus on equity dimensions such as gender, disability, socio-economic status and geographic location. The multifaceted nature of increasing ECCE participation is highlighted, exploring institutional, interventionist, preventative, and compensatory policies as per the GEM policy typology, while emphasising equity, quality, and contextual factors. These categories reflect the different levels and areas within which policies operate, noting that in practice, approaches to increase ECCE participation often are combined or overlap.
Examining Teachers’ Data Usage Using The Teacher Data Use Survey, Natasha L. Hawkins
Examining Teachers’ Data Usage Using The Teacher Data Use Survey, Natasha L. Hawkins
Graduate Studies Theses and Dissertations 2026
The United States spends approximately 2.7 billion dollars on classroom assessments and local exams for K-12 students (SIMBA, 2019). However, despite this financial investment and the adoption of data-driven frameworks such as Multi-Tiered System of Support, the U.S. Department of Education found that only 55% of teachers used student data to make instructional decisions (U.S. Department of Education, 2007). This study aims to explore the psychological and organizational factors that influence teachers’ data use when making instructional decisions.
This study used the Teacher Data Use Survey (TDUS) to investigate the extent that teachers’ use of data could be predicted by …
Robust Linking Estimation In Item Response Theory Using Quantile Regression: Applications To The Graded Response And Generalized Partial Credit Models, Ibrahim Almansour
Robust Linking Estimation In Item Response Theory Using Quantile Regression: Applications To The Graded Response And Generalized Partial Credit Models, Ibrahim Almansour
Graduate Studies Theses and Dissertations 2026
This dissertation investigates robust estimation of linking coefficients in Item Response Theory (IRT) using quantile regression and its extensions. Linking procedures are essential for placing item and ability parameters from different test forms onto a common scale, thereby ensuring comparability of examinee scores across administrations. Traditional approaches such as moment methods, characteristic curve methods, and mean-based regression procedures like Ordinary Least Squares (OLS) and Generalized Least Squares (GLS) perform adequately under ideal conditions but tend to lose accuracy when ability distributions deviate from normality or include outliers.
To address these limitations, this research proposes a quantile-based regression framework that estimates …
Send Us Your Children: Toronto’S Growing Market Of Private Schools For International Secondary Students And Why It Is Concerning, Olivia Johnston, Roopa Trilokekar, Sue Winton, Laura Perry
Send Us Your Children: Toronto’S Growing Market Of Private Schools For International Secondary Students And Why It Is Concerning, Olivia Johnston, Roopa Trilokekar, Sue Winton, Laura Perry
Research outputs 2022 to 2026
The number of private secondary schools that cater to international students is increasing rapidly, especially in the Canadian city of Toronto. Previous studies about international students in public schools have uncovered several concerns, but little is known about these largely unregulated, for-profit private schools. We had created a dataset of all private secondary schools in Toronto (n = 370), and in the process noticed a high volume of schools explicitly targeting international students (n = 174). Thus, a qualitative document analysis of the websites of schools was conducted to explore this market further. Our final analysis uncovered 138 ‘schools of …
Enhancing International School Implementation Capacity: Supporting Contextualized Learning At An International Baccalaureate School In China, Christopher J. Hayden Iv
Enhancing International School Implementation Capacity: Supporting Contextualized Learning At An International Baccalaureate School In China, Christopher J. Hayden Iv
Theses and Dissertations--Educational Leadership Studies
International schools allocate substantial resources to implement progressive curricular innovations; however, the advantages offered by these developments are contingent on their effective execution within classroom settings. This mixed methods action research (MMAR) study examined the implementation of the International Baccalaureate (IB) Global Context (GC) Strategy in the Middle Years Programme (MYP) at an international school in China and asked how the school might strengthen its capacity to enact this and similar innovations. Following a sequential MMAR design, a reconnaissance phase combined a whole-staff survey (n=87) with qualitative interviews to diagnose the individual, organizational, and contextual factors shaping implementation. Analyses identified …
Academic Departments As Microfoundations Of Institutional Governance, Karley A. Riffe, Meghan J. Pifer
Academic Departments As Microfoundations Of Institutional Governance, Karley A. Riffe, Meghan J. Pifer
Educational Policy Studies and Evaluation Faculty Publications
Considerations of governance in US higher education do not typically include the academic department. This results in a knowledge gap about the role of these central organizing units of academic work in the governance of colleges and universities. Through the concept of microfoundations, we explore concrete ways in which departmental governance matters, how it may be challenging, and strategies for fostering effective governance within academic departments.
The Operationalization Of Student Success: How Institutions And Divisions Of Student Affairs Define And Align Non-Academic Student Success With External Accountability Expectations, Madeline N. Trudeau
The Operationalization Of Student Success: How Institutions And Divisions Of Student Affairs Define And Align Non-Academic Student Success With External Accountability Expectations, Madeline N. Trudeau
Theses and Dissertations--Educational Policy Studies and Evaluation
This qualitative multi-case study investigates how higher education institutions and their divisions of student affairs publicly discuss and define non-academic student success through their strategic planning, within the context of external pressures from state legislatures and accrediting bodies. Grounded in Organizational Learning Theory, Transition Theory, and Theory of Student Involvement and Engagement, this study analyzes the alignment and divergence between external policy expectations and internal institutional and divisional strategic plans.
The findings reveal a fundamental tension; while external stakeholders increasingly demand quantifiable outcomes tied to economic productivity - like post-graduate wages and employability metrics - divisions of student affairs continue …
Choices, Challenges, And Considerations: Exploring College Application Experiences Of De La Salle University Manila Senior High School Students To The Big Four Universities, Samantha Elise F. Bago, Argie Joseph F. Geronimo, Zenaida Victoria Alejandra M. Ilao, Kimberly Cassandra G. Jose, April Rose C. Gonzales
Choices, Challenges, And Considerations: Exploring College Application Experiences Of De La Salle University Manila Senior High School Students To The Big Four Universities, Samantha Elise F. Bago, Argie Joseph F. Geronimo, Zenaida Victoria Alejandra M. Ilao, Kimberly Cassandra G. Jose, April Rose C. Gonzales
Sinaya: A Philippine Journal for Senior High School Teachers and Students
Most Filipino students strive to secure successful applications to universities such as the University of the Philippines (UP), Ateneo de Manila University (ADMU), De La Salle University (DLSU), and the University of Santo Tomas (UST). Known as the Big Four Universities, they are recognized for their high rankings, strong academic programs, scholarship opportunities, campus resources, strategic locations, alumni networks, and overall prestige. However, applying to these institutions is not without challenges, especially as senior high school (SHS) students balance their academic demands with application requirements. These narratives are often overlooked, overshadowed by the success or failure of the applications. Thus, …
Multi-Actor Roles In Basic Education Provision For Indonesian Migrant Workers’ Children In Sabah And Sarawak, Neneng Heryati, Chandra Wijaya, Lina Jannah
Multi-Actor Roles In Basic Education Provision For Indonesian Migrant Workers’ Children In Sabah And Sarawak, Neneng Heryati, Chandra Wijaya, Lina Jannah
Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan
This study examines the governance of basic education access for Indonesian Migrant Workers’ children in Sabah and Sarawak by focusing on the roles of multi-actors involved in service provision. Using a qualitative approach through in-depth interviews and document analysis, the study finds that the operation of Community Learning Centers is highly dependent on the interaction between the Malaysian government as the licensing authority, plantation companies as facility providers and funders, and the Indonesian government through Atdikbud, KJRI/KRI, and SIKK as facilitators of educational diplomacy and the roles of PMI communities. Non-governmental organizations such as Humana Child Aid Society also enhance …
Coaching Undergraduates, A Conceptual And Practical Guide, Anna Carissa Rozzo
Coaching Undergraduates, A Conceptual And Practical Guide, Anna Carissa Rozzo
Journal on Empowering Teaching Excellence
Access the online Pressbooks version of this introduction here.
The overall aim of this paper is to provide a holistic orientation to the practice of person-centered coaching while providing tangible methods that faculty and advisors in higher education may be able to integrate into their professional practices. This conceptual paper explores the theoretical and practical intersections of coaching and teaching, presenting a flexible modality to support student-centered learning. The author provides readers with general guidance and templates for goal setting, problem solving, and assessment that practitioners may adapt to their own contexts.
An Accountability Myth: A Critical Analysis On High-Stakes Testing In U.S. Schools, Noelle E. Haskell
An Accountability Myth: A Critical Analysis On High-Stakes Testing In U.S. Schools, Noelle E. Haskell
Journal of Multicultural Affairs
High-stakes testing has become synonymous with the United States (U.S.) education system. This began in the early 1900’s through the form of intelligence testing which was developed by several U.S. psychologists. Since then, high-stakes testing has taken on many forms. Popular policies such as No Child Left Behind (NCLB), Race to the Top, and the Every Student Succeeds Act (ESSA) have all taken aim at increasing academic achievement and holding schools accountable through high-stakes, standardized tests. Even through its varying forms, high-stakes tests have continued to perpetuate inequalities. Considering this, the current study examines how the rhetoric used in describing …
An Examination Of The Types Of Support Beginning Teachers In Public K-12 Schools Identify As Most Effective For Overcoming The Challenges They Encounter, Matthew S. Heckmann
An Examination Of The Types Of Support Beginning Teachers In Public K-12 Schools Identify As Most Effective For Overcoming The Challenges They Encounter, Matthew S. Heckmann
Electronic Theses and Dissertations
This research study examines the types of support beginning teachers in public K-12 schools identify as most effective for overcoming the challenges they encounter. Self-Efficacy Theory (Bandura, 1977) serves as the theoretical framework guiding this research, aiming to understand how various types of support and challenges encountered impact the self-efficacy of beginning teachers. Through a qualitative phenomenological approach, individual semi-structured interviews were conducted with five beginning elementary teachers in Western Pennsylvania to explore the two research questions of this study through their lived experiences:
RQ1: What challenges do beginning K-12 public school teachers encounter early in their careers?
RQ2: Which …
Syllabus Tone And Student Self-Efficacy, Natalia Calderon-Hernandez, Alan Avila
Syllabus Tone And Student Self-Efficacy, Natalia Calderon-Hernandez, Alan Avila
Student Scholar Symposium
Educational research has indicated that Syllabus documents have the potential to communicate equitable policies and clear the path for positive educational experiences (Artze-Vega et al., 2023). Changes to syllabus language, such as warm tones, increase the likelihood that students will ask the professor for help (Gurung & Galardi, 2022). Our proposal is to compare the use of language targeted toward these learner-centered principles within a syllabus document, as compared to traditional cold “content-focused” language, to assess outcomes of perceived student self-efficacy. After viewing two syllabi documents, participants complete portions of The Academic Self-Efficacy Scale (Chen, Hsiao, Chern & Chen, 2014) …
Preparing Students For College And Careers: Recommendations For Scaling College And Career Pathways In Southwestern Illinois, Laura Monteagudo
Preparing Students For College And Careers: Recommendations For Scaling College And Career Pathways In Southwestern Illinois, Laura Monteagudo
Reports, Analyses, and other Publications
Education Systems Center (EdSystems) at Northern Illinois University provided strategic counsel and support to Southwestern Illinois College (SWIC) for a 12-month period to develop comprehensive college and career pathways. Our support included the development of a unified, regionwide college and career pathway system aligned with Illinois’ College and Career Pathway Endorsement framework, Perkins V, and the State of Illinois Model Programs of Study Guides.
Instead of each district building pathways independently, this regional approach brings together high schools, community college faculty, and local employers to create shared structures that reflect real workforce needs and rural access challenges.
In this report, …
Chronic Absenteeism: A Case Study In A Central Virginia High School Investigating Student Habits And Potential Interventions, Ronald R. Proffitt
Chronic Absenteeism: A Case Study In A Central Virginia High School Investigating Student Habits And Potential Interventions, Ronald R. Proffitt
Graduate Dissertations and Theses
Abstract
The purpose of this single case study was to discover and determine the contributing factors for chronic absenteeism for high school students at a rural Central Virginia high school in order to discover potential solutions to increase attendance and to combat chronic absenteeism. An additional factor considered was habits that may have formed during the COVID-19 pandemic, which may have led to an increase in chronic absenteeism rates. The theory that guided this study was Bronfenbrenner’s (1979) Ecological Systems Theory, as it directly addressed how a child relates and reacts to their environments based upon their interactions. The participants …
Acer 2024-2025 Annual Report, Australian Council For Educational Research (Acer)
Acer 2024-2025 Annual Report, Australian Council For Educational Research (Acer)
ACER Annual Reports
For more than 95 years, ACER has been driven by a single purpose – to improve learning for all. Founded in 1930, ACER began as a small team of researchers determined to bring rigour and evidence to education and assessment. Over the decades, that commitment has evolved into a global mission – combining world-class assessment and research to help learners, educators and systems understand what works in education, and why.
Teaching Stem Courses Using Ignatian Pedagogy, Gintaras K. Duda
Teaching Stem Courses Using Ignatian Pedagogy, Gintaras K. Duda
Jesuit Higher Education: A Journal
Despite the impact of the Jesuit educational endeavor on the rise of science, the Ignatian Pedagogical Paradigm (IPP), the signature Jesuit Pedagogy, is not frequently used to teach courses in science, technology, engineering and mathematics (STEM), and very little literature exists documenting any such attempts. In this paper, I describe a framework for how to apply the IPP to STEM courses using active-engagement strategies and assessment tools from disciplinary-based educational research (DBER). I provide three examples of how I have implemented the IPP in physics courses at various levels in the curriculum at a Jesuit University complete with assessment results …
Enhancing Academic Efficiency Through Ability Grouping And Remedial Classes: The Cases Of India And Vietnam, Samwel Lwiza
Enhancing Academic Efficiency Through Ability Grouping And Remedial Classes: The Cases Of India And Vietnam, Samwel Lwiza
Journal of Humanities and Social Sciences
Improving the performance of academically weak students remains a major challenge in developing countries, particularly in the context of the ‘leave no one behind’ agenda. This study examines the roles of ability grouping and remedial classes in enhancing academic efficiency among students in India and Vietnam. Drawing data from 17,866 students in the 2016/17 Young Lives School Survey, this study estimated efficiency scores by using the order-alpha partial frontier approach, and their determinants were assessed through a bootstrap truncated regression model. The findings indicate that ability grouping increases students’ efficiency by 3%, whereas remedial classes decrease it by the same …
Language Attrition As A Social Process, Or Barzilay
Language Attrition As A Social Process, Or Barzilay
Master's Projects and Capstones
Language attrition is a process in which the gradual decline in proficiency of a language occurs when another language becomes more prominent among individuals, families, and broader societies. This shift often occurs not by choice but by necessity, as speakers are expected to adapt to the other language in educational settings, for employment, and to conform to societal pressures in their new environments. Although language attrition is often described as an individual loss of proficiency, contemporary research reveals a far more complex picture—one shaped by factors that determine which languages are valued and which fade into obscurity. These forces collectively …
From Textbook To Classroom: Gaps In Mathematical Representation And Translation In Nepali Education, Deepak Basyal
From Textbook To Classroom: Gaps In Mathematical Representation And Translation In Nepali Education, Deepak Basyal
Mathematics and Statistics
Translating real-world problem contexts into mathematical symbols is a key skill in curricula worldwide. This study examines Nepali students’ abilities to translate words into symbols and how Nepali textbooks from earlier grades support the development of these skills. To investigate this phenomenon, a sequential explanatory study was conducted with a test for 10th graders and an analysis of Grades 6—9 textbooks. Results show that students struggle to convert real-world contexts into mathematical symbols, while textbooks provide limited opportunities for practice. In particular, students have difficulty translating symbols back into real-world situations, suggesting a link between textbook opportunities and achievement. These …
Implementation And Evaluation Of A Wellness Program In A First-Year Medical Student Anatomy Course, Gina R. Lepore, Gavin Turner, Benjamin Abramoff, Daniel Depietro, Nicole Robinson
Implementation And Evaluation Of A Wellness Program In A First-Year Medical Student Anatomy Course, Gina R. Lepore, Gavin Turner, Benjamin Abramoff, Daniel Depietro, Nicole Robinson
Journal of Wellness
Introduction: Cadaveric dissection is a central component to anatomy education. However, for many students, dissection can be emotionally taxing, highlighting a potential area for increased support. This project evaluated the implementation of a wellness program within a dissection-based anatomy course.
Methods: Throughout a 12-week first-year medical student anatomy course, two teaching assistants (TAs) served as “Wellness TAs” and implemented a structured wellness program that included weekly office hours, supportive emails to students that addressed emotionally challenging coursework, and scheduled “wellness breakfasts/snack breaks.” An anonymous survey was distributed following the course. The survey assessed demographics, perceptions of the anatomical …
Expanding Epilepsy Representation: On Education And Awareness, Aliyah Wise
Expanding Epilepsy Representation: On Education And Awareness, Aliyah Wise
Honors Projects
The present-day American public education system has evolved to try to teach young students about more cultures and people of different lifestyles. However, despite these reforms to push for an inclusive education system, there is still minimal effort to teach students about disabilities and the people who live with them. As a student living with epilepsy, I have observed a lack of education or conversation about this disability. The purpose of this research project is to ask: How does miseducation on epilepsy contribute to harmful stereotypes and lead to real issues for people living with this disability? How should neurotypical …
Social Development Dynamics Of Students In Inclusive Education In Indonesia, Nur Hidayat Nh
Social Development Dynamics Of Students In Inclusive Education In Indonesia, Nur Hidayat Nh
Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan
This narrative review analyses the social development of students with special needs in Indonesian inclusive schools by synthesising five high-quality empirical studies (indexed SINTA 1–3) published between 2018 and 2023. Addressing three research questions, the synthesis reveals heterogeneous and generally limited social development trajectories shaped primarily by ecological interactions rather than inherent disability characteristics. Key barriers include symbolic inclusion, inadequate teacher training in multimodal strategies, low peer acceptance, and systemic resource deficits, whereas facilitators encompass contextualised multimodal communication, active family involvement, and supportive institutional leadership. Effective interventions depend on coordinated teacher–parent–peer triangulation, leveraging local sign language, structured peer-mediated activities, and …
Child Assent Practices In Research: Improving Ethics, Decision-Making, And Inclusivity, David C. Coker, Ketaki Inamdar, Daniel F. Mccleary, Lesley Cottrell
Child Assent Practices In Research: Improving Ethics, Decision-Making, And Inclusivity, David C. Coker, Ketaki Inamdar, Daniel F. Mccleary, Lesley Cottrell
Journal of Educational Research and Practice
The following article addresses a conundrum: What if child assent in research were a fully informed, stand-alone process that empowered all children to discuss meaningfully, negotiate, and decide how and what the research experience would look like? Past research and practices suggest that child assent, when children (youths to 17-year-olds who have not been emancipated) agree to participate in research before, during, and after parents’ or guardians’ consent, is rife with problems that minimize informed participation and prize procedural ethics over true understanding of the processes and autonomous decision-making. Academic articles often lack details, as length requirements and brevity preclude …
The Discoveries Of Key Elements Behind A Central Texas Title 1 Public School District’S Academic And Relational Success Amid Learning Loss In State Trends: A Qualitative Single Case Study, Hannah Deborah-Johns Fountain
The Discoveries Of Key Elements Behind A Central Texas Title 1 Public School District’S Academic And Relational Success Amid Learning Loss In State Trends: A Qualitative Single Case Study, Hannah Deborah-Johns Fountain
Doctoral Dissertations and Projects
The purpose of this qualitative single case study is to discover the key elements behind a central Texas Title 1 Public School District’s academic and relational success amid learning loss experienced in other similar Texas public school districts during the COVID pandemic. From the years prior to the pandemic to three years post, Sunflower Independent School District (SISD) has remained steadfast in demonstrating superb state ratings via STAAR and TELPAS assessments. It has also received continuous spotlight district recognition through Capturing Kids’ Hearts (CKH) – a social emotional learning (SEL)/character enriching program. Texas Public Education throughout the years has looked …
Leveraging Student Data To Assess, Inform, And Develop Teachers Capacities, Nathan D. Koerber, Kenneth J. Fasching-Varner
Leveraging Student Data To Assess, Inform, And Develop Teachers Capacities, Nathan D. Koerber, Kenneth J. Fasching-Varner
Northwest Journal of Teacher Education
This quantitative study analyzed 47 survey responses to gauge in-service, pre-licensed teacher, and paraprofessional perceptions of cultural competency. Participants responded to the Central Vancouver Island Multicultural Society’s Cultural Competence Self-Assessment Checklist (Alpha = 0.7) to explore their awareness, knowledge, and skills in cultural competency. Moreover, through the application of Culturally Responsive Teaching (CRT) as a theoretical framework, this study highlighted how these perceptions related to culturally responsive teaching and provided several implications for their future preparation to further develop their cultural competency through the tenets of CRT. The analysis identified participant unfamiliarity with privilege and its impact, as well as …
Evaluating The Effectiveness Of Relationship Education For Latino Adolescents, Joshua J. Turner, Esra Şahin, Kay Bradford, Brian J. Higginbotham
Evaluating The Effectiveness Of Relationship Education For Latino Adolescents, Joshua J. Turner, Esra Şahin, Kay Bradford, Brian J. Higginbotham
Journal of Human Sciences and Extension
Adolescent romantic relationships are often characterized as exploratory and fleeting; however, they have lasting impacts on individual well-being and relationship quality during and beyond adolescence, shaping future relationship expectations and quality (Collins, 2003; Madsen & Collins, 2011). Adolescent relationship education is an important programmatic feature under the broader umbrella of family life education (Simpson et al., 2018). Previous evaluative studies document positive outcomes in educating adolescents on how to build and recognize healthy relationships (Bradford et al., 2023; Kerpelman et al., 2010); however, research remains limited in addressing potential benefits for adolescents from historically underrepresented groups. This study addresses this …
The Effects Of Grading Equity Professional Development On Student Outcomes, Sarah R. Morris, Sarah Mckenzie, Jonathan Wai, Robert A. Maranto
The Effects Of Grading Equity Professional Development On Student Outcomes, Sarah R. Morris, Sarah Mckenzie, Jonathan Wai, Robert A. Maranto
Journal of Global Education and Research
This study examines the impact of a 6-hour professional development (PD) program on grading equity and student outcomes. The PD aimed to enhance teachers’ grading practices to foster fairness and inclusivity, based on the growing advocacy for reform to address systemic inequities in traditional grading systems. Utilizing a randomized control trial, the study compared student perceptions of grading equity, academic achievement, and psychosocial outcomes between groups whose teachers either received or did not receive the training. Results indicated no significant improvements in student outcomes post-PD, suggesting the duration of the intervention may be insufficient for substantial changes in grading practices. …
Empower Yourself Through Self-Defense: Enhancing Personal Safety Through Self-Defense Education, Stephanie Carlson, Naomi Brower, Aaron Hunt
Empower Yourself Through Self-Defense: Enhancing Personal Safety Through Self-Defense Education, Stephanie Carlson, Naomi Brower, Aaron Hunt
Outcomes and Impact Quarterly
The Empower Yourself Through Self-Defense program, developed by Utah State University faculty in 2024, builds participants’ confidence by equipping them with self-defense knowledge and skills. Participants reported reduced fear, increased preparedness, and strong interest in continued training. The program enhances personal safety by empowering individuals with practical skills for self-protection.
Tennessee K-3 Teachers’ Perceptions Of Structured Literacy Curriculum Based On The Science Of Reading: A Phenomenological Approach, Amy L. Reece Townsend
Tennessee K-3 Teachers’ Perceptions Of Structured Literacy Curriculum Based On The Science Of Reading: A Phenomenological Approach, Amy L. Reece Townsend
Electronic Theses and Dissertations
The focus of this study was to explore the perceptions and knowledge of Tennessee kindergarten, first-grade, second-grade, and third-grade teachers regarding early literacy and science-based curricula that incorporate the science of reading. This study examined the experiences of kindergarten through third-grade teachers in a Tennessee school district as they transitioned to a structured literacy approach grounded in the science of reading. The goal was to understand how teachers adapted to the new methods, what helped them succeed, and what challenges they faced during the change.
Data collection included in-depth, semi-structured interviews. Analysis of data occurred in three phases: (a) categorization …