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Full-Text Articles in Education

The Art Of Crisis Leadership By Exemplary Naval Frontline Leaders, Broadus Brooks Jan 2026

The Art Of Crisis Leadership By Exemplary Naval Frontline Leaders, Broadus Brooks

Dissertations

Purpose: This qualitative, multiple-case study held significant importance because it aimed to identify and describe the strategies used by exemplary naval frontline leaders to lead in crisis, particularly during the COVID-19 pandemic. The study focused on the five critical tasks of strategic crisis leadership (sensemaking, decision making/coordination, meaning making, accounting, and learning), providing a unique insight into the experiences of these leaders during a crisis.Methodology: This qualitative, multiple-case study employed interviews to collect data from exemplary naval frontline leaders to identify and describe their leadership strategies during the unprecedented COVID-19 global health crisis.

Findings: Crisis leadership among U.S. naval frontline …


The Adolescent Development Of Small Business Owners’ Entrepreneurial Mindset, Fern Arredondo Jan 2026

The Adolescent Development Of Small Business Owners’ Entrepreneurial Mindset, Fern Arredondo

Dissertations

Purpose: The purpose of this phenomenological study was to describe how small business owners in Southern California interpret experiences before age 20 that influenced the development of the eight domains of the Network for Teaching Entrepreneurship (NFTE) Entrepreneurial Mindset Index (EMI). This study used a qualitative phenomenological approach to explore how adult small business owners reflect upon and interpret experiences before age 20 that influenced the development of their entrepreneurial mindset. By examining the influence of pre-adulthood on these owners, the study aimed to deepen the understanding of how early experiences shape entrepreneurial mindsets and contribute to long-term entrepreneurial success. …


The Impact Of Vulnerability On Building Trust: A Qualitative Study Of Superintendents In Northern California, Jasmin Hasmukhlal Patel Jan 2026

The Impact Of Vulnerability On Building Trust: A Qualitative Study Of Superintendents In Northern California, Jasmin Hasmukhlal Patel

Dissertations

Purpose: The purpose of this phenomenological study was to understand and explain how exemplary superintendents in Northern California practice vulnerability to build trust within their organizations, guided by Brené Brown’s framework of vulnerability-based leadership: Authenticity, courage over comfort, curiosity and learning, practicing empathy, and leading with heart. An additional purpose was to examine the challenges these leaders encounter when practicing vulnerability in complex public education contexts. This study addresses a gap in leadership research by providing empirical insight into how vulnerability functions as a trust-building practice at the highest level of K–12 educational leadership.

Methodology: A qualitative phenomenological design was …


Rewriting The Future: Examining The Influence Of Mentoring On Ged Graduates' Pursuit And Performance In Postsecondary Education, Shari Antoinette Crain Jan 2026

Rewriting The Future: Examining The Influence Of Mentoring On Ged Graduates' Pursuit And Performance In Postsecondary Education, Shari Antoinette Crain

Dissertations

This phenomenological study explored the lived experiences of GED graduates who were mentored while earning their GED and examined how those mentoring experiences contributed to their academic achievement in community college. Although increasing numbers of adult learners pursue postsecondary education through the GED pathway, many encounter barriers related to academic confidence, institutional navigation, and access to support systems. Limited research has examined how mentoring supports GED graduates during their transition into higher education.

Guided by the College Student Mentoring Scale developed by Nora and Crisp (2009), this study examined mentoring experiences across four domains: psychological and emotional support, degree and …


Principal Leader Behaviors That Create Meaning For Their Teachers To Reduce Stress And Burnout, Angelina Santana Jan 2026

Principal Leader Behaviors That Create Meaning For Their Teachers To Reduce Stress And Burnout, Angelina Santana

Dissertations

Purpose: The purpose of this mixed methods study was to identify and describe the behaviors that exemplary high school principals use to create meaning for themselves and their teacher followers through relationships, character, vision, wisdom, and inspiration. In addition, the study aimed to determine the new teachers’ perceived degree of importance of the principal leader behaviors related to relationships, character, vision, wisdom, and inspiration to help create meaning.Methodology: The mixed methods convergent study design uses qualitative and quantitative means to collect and analyze data to understand how exemplary high school principals make meaning for their teacher followers. First, qualitative interviews …


Hidden Gems Of Clay County: “Snap + Say Something” Inquiry Protocol, David Wolff Jan 2026

Hidden Gems Of Clay County: “Snap + Say Something” Inquiry Protocol, David Wolff

OER Materials

The goal of this assignment was to design an immersive, place‑based learning experience that helps preservice teachers engage with primary sources connected to the history and culture of Clay County, Minnesota. In collaboration with the Historical and Cultural Society of Clay County, preservice teachers visited the Hjemkomst Center and used autophotography to document artifacts, exhibits, and moments that helped them understand what makes Moorhead and the wider Clay County community a unique and meaningful place. Alongside their photographs, they wrote reflections explaining why each image captures an aspect of Clay County as a “special place.” This approach is intended …


4-H Stem Ambassador Impact Study: The Lasting Effects Of Informal Stem Service Learning Through 4-H Camp Instruction, Emma Hay Gardner Jan 2026

4-H Stem Ambassador Impact Study: The Lasting Effects Of Informal Stem Service Learning Through 4-H Camp Instruction, Emma Hay Gardner

Theses, Dissertations and Capstones

Although short-term outcomes of service learning are widely documented, far less is known about how these experiences influence participants years after their service concludes. Research on STEM-focused service learning is especially limited. This mixed methods study examined the long-term impacts of a West Virginia University STEM Ambassador program, in which college students served as near-peer STEM educators during summer youth 4-H programs. This study explored the lasting effects on former participants across four domains identified in the Service Learning Benefit (SELEB) scale: practical skills, interpersonal skills, citizenship skills, and personal responsibility skills.

Survey data from former participants (n=75), follow up …


Vocational Education And Employment Outcomes For Individuals With Disabilities: Trends, Barriers, And Supported Employment Practices, Taylor John Peterson Jan 2026

Vocational Education And Employment Outcomes For Individuals With Disabilities: Trends, Barriers, And Supported Employment Practices, Taylor John Peterson

All Electronic Theses and Dissertations

This thesis examines literature that focuses on vocational education and employment outcomes for individuals with disabilities. This paper includes current vocational practices, barriers to employment, and the effectiveness of supported employment for individuals with disabilities. The studies used for this thesis show that work-based learning, career and technical education (CTE), and instruction in employability skills positively affect students’ employment outcomes. There are also barriers to employment for individuals with disabilities. They include employer misconceptions, limited accommodations, and a lack of transition services. Individuals with disabilities who receive supported employment have a much greater chance of obtaining employment. The findings in …


The Impact Of Student Achievement On Economic Growth: A Pisa-Based Analysis Of Gdp Per Capita, Emma Rose Nasr Jan 2026

The Impact Of Student Achievement On Economic Growth: A Pisa-Based Analysis Of Gdp Per Capita, Emma Rose Nasr

Undergraduate Theses and Capstone Projects

This study investigates the extent to which international student achievement, measured through PISA assessments in mathematics, reading, and science, explains cross-country differences in economic development. Using an unbalanced panel data set combining PISA results from 2015, 2018, and 2022 with macroeconomic indicators from the World Development Indicators, I estimate multiple regression models, including pooled OLS, country and time fixed effects, and subsample analyses for developed and developing countries. Results from the pooled model indicate strong positive associations between PISA scores and GDP per capita, consistent with human capital theory. However, these relationships diminish under fixed effects specifications, suggesting that cross-country …


Seeing Success Through Functional Vision: Screening, Education, And Intervention Within Mtss For Kindergarten Students, Falynne Marie Rzezuski Jan 2026

Seeing Success Through Functional Vision: Screening, Education, And Intervention Within Mtss For Kindergarten Students, Falynne Marie Rzezuski

OTD Capstones

Visual skills are essential for participation in early academic tasks including reading, writing, classroom engagement, and learning. However, functional vision difficulties often go unrecognized in kindergarten students, potentially affecting their academic performance and ability to learn within educational settings. The purpose of this capstone project was to develop and pilot a functional vision screening tool and program using a multi-tiered system of supports (MTSS) framework for kindergarten students. A literature review informed the development of the project, including the creation of the functional visual screening tool, integration within MTSS, Tier 1 and Tier 2 interventions, and educational resources for educators …


The Second Little Book Of Joy: More Ways To Infuse Delight Into Teaching And Learning, Eugene Korsunskiy Jan 2026

The Second Little Book Of Joy: More Ways To Infuse Delight Into Teaching And Learning, Eugene Korsunskiy

Dartmouth Scholarship

This is the second volume in a growing collection that started as The Little Book of Joy: Tiny Ways to Infuse Delight Into Teaching and Learning ( https://digitalcommons.dartmouth.edu/facoa/4352).

This second volume presents 36 new practices authored by educators and students for bringing joy into our classrooms.

As teachers, we know that a joyful learning environment helps students thrive. We know that fun is an important catalyst of-not a distraction from-the rigorous work of teaching and learning. A growing body of research supports this intuition, showing that joy helps with focus, creativity, problem-solving, teamwork, perseverance in the face of challenges, …


How Have Trump-Era Immigration And Visa Policies Affected International Students From The 75 Restricted Countries At Minnesota State University, Mankato, Ameer Wazwaz Jan 2026

How Have Trump-Era Immigration And Visa Policies Affected International Students From The 75 Restricted Countries At Minnesota State University, Mankato, Ameer Wazwaz

All Graduate Theses, Dissertations, and Other Capstone Projects

Trump era immigration and visa policies have created a restrictive environment that disproportionately burdens international students from countries subject to United States travel restrictions and heightened vetting regimes. These policies operate through nationality-based entry restrictions, discretionary denials, extended administrative processing, and intensified screening. At Minnesota State University, Mankato, students from restricted countries face delayed arrivals, visa denials, disrupted reentry after travel, and uncertainty regarding immigration compliance, potentially reducing enrollment rates, increasing dropout risk, intensifying psychological stress, and weakening institutional trust.

This study employed a mixed methods of explanatory case study design centered on Minnesota State University, Mankato. Data sources included …


Theodor Zeckler's Educational And Welfare Institutions In Eastern Galicia: Genesis, Institutionalization And Socio-Cultural Role, Vitaliy Dokash, Yurii Klonovskyi Jan 2026

Theodor Zeckler's Educational And Welfare Institutions In Eastern Galicia: Genesis, Institutionalization And Socio-Cultural Role, Vitaliy Dokash, Yurii Klonovskyi

Occasional Papers on Religion in Eastern Europe

This article examines Theodor Zekler’s educational and welfare institutions in Eastern Galicia from the late nineteenth to the first half of the twentieth century. It analyzes their genesis, stages of institutionalization, organizational structure, and socio-cultural role in the region. The study shows that the orphanages, schools, boarding facilities, and other charitable and educational institutions founded by Zekler combined the functions of care, education, moral and religious formation, and social integration. Particular attention is paid to the interconnection of pedagogical, confessional, and philanthropic principles in the operation of these institutions. Drawing on archival materials, published sources, and historiography, the article argues …


Examining The Enactment Of Teacher Leadership Through Self-Created Social Network Maps, Shanna Dawn Anderson Jan 2026

Examining The Enactment Of Teacher Leadership Through Self-Created Social Network Maps, Shanna Dawn Anderson

Theses, Dissertations and Culminating Projects

Much of a teacher’s work is unseen. It extends beyond classroom instruction and into collaborative, relational work that positions teachers as essential actors in educational change. Yet this work occurs within a neoliberal education system that intensifies accountability, erodes professional autonomy, and reinforces hierarchical, patriarchal models of authority. Although schools depend on teachers’ expertise, these structures constrain opportunities for collaborative professionalism and relational forms of leading and learning. This study pushed back on the neoliberal agenda and examined the phenomenon of teacher leadership. Using descriptive and interpretive phenomenology, I analyzed self-created social network maps and narrative data to understand how …


Seeking The Goodness In Culturally Responsive Practices Of New Jersey Suburban Public Elementary Teachers, Kimya S. Jackson Jan 2026

Seeking The Goodness In Culturally Responsive Practices Of New Jersey Suburban Public Elementary Teachers, Kimya S. Jackson

Theses, Dissertations and Culminating Projects

In the United States, suburban elementary schools continue to diversify, while teaching staff remain predominantly White, creating urgency for culturally responsive practices (CRP) in non-urban settings (Stanford, 2023). In this study, I examined CRP’s goodness enacted by four teachers in New Jersey suburban elementary schools, a context shaped by state mandates for diversity and inclusion (New Jersey Department of Education (NJDOE), 2022). The question guiding my research was: In what ways do New Jersey suburban elementary (kindergarten through fifth grade) schoolteachers engage in culturally responsive practices? Using Lawrence-Lightfoot and Hoffman Davis’s (1997) portraiture methodology, I developed portraits of four suburban …


Adolescent Cyberbullying And Polysubstance Use: Unpacking Sex Differences, Maggie K. Richardson, Osayande Agbonlahor, Joy L. Hart, Meman Diaby, Delvon T. Mattingly Jan 2026

Adolescent Cyberbullying And Polysubstance Use: Unpacking Sex Differences, Maggie K. Richardson, Osayande Agbonlahor, Joy L. Hart, Meman Diaby, Delvon T. Mattingly

Educational, School, and Counseling Psychology Faculty Publications

The rise of social media platforms has heightened cyberbullying among adolescents, closely tied to negative mental health outcomes. Substance use, including alcohol, cannabis, and tobacco, also remains a significant concern for this population. This study examines the relationship between cyberbullying and substance use, exploring potential sex differences in these associations. We analyzed data from the 2021 Adolescent Behaviors and Experiences Survey (ABES) (n = 6,740 students in grades 9–12). We used multinomial logistic regression models to assess the relationship between past-year cyberbullying and current patterns of substance use (exclusive, dual, and poly), adjusting for sociodemographic factors, screen time, and mental …


Wild Rice Life Cycle: An Integrated Science, Social Studies, And Ela Lesson, Rhett Zima, Lily Deming Jan 2026

Wild Rice Life Cycle: An Integrated Science, Social Studies, And Ela Lesson, Rhett Zima, Lily Deming

OER Materials

This lesson is designed to deepen students’ understanding of wild rice, a plant native to Minnesota, by integrating life science concepts such as structure, function, life cycles, and seed dispersal with prior knowledge from English Language Arts and Social Studies. Using the 5E instructional model (Engage, Explore, Explain, Elaborate, and Evaluate), students participate in a structured, inquiry-based learning experience. They begin by connecting to prior knowledge and generating questions, then investigating the life cycle and growth patterns of wild rice through hands-on exploration. As students build their understanding, they analyze how the plant’s seed dispersal supports its survival and reproduction. …


Closing The Literacy Gap: Comparing Student Outcomes Based On Three Phonemic Awareness Programs, Juanita Diaz Jan 2026

Closing The Literacy Gap: Comparing Student Outcomes Based On Three Phonemic Awareness Programs, Juanita Diaz

Selected Full Text Dissertations, 2011-

The nationwide literacy crisis has been in existence for decades. Numerous governmental acts, research, and studies have yet to positively affect the nationwide literacy policies and instruction in schools. The Science of Reading, a body of research from many disciplines inclusive and exclusive of education, has illustrated how structured literacy can positively affect reading outcomes. One of the skills under literacy, phonemic awareness, is an instrumental foundational reading skill that researchers have identified as critical to early literacy and eventual reading proficiency. Historically, many districts have not been mandated to utilize instructional tools or practices grounded in research or evidence. …


Teacher Burnout In 2026 - Context, Student Effects, And Interventions, Colin David Thies Jan 2026

Teacher Burnout In 2026 - Context, Student Effects, And Interventions, Colin David Thies

All Electronic Theses and Dissertations

In order to aid teachers in 2026, this paper aims to identify what teachers and administrators can do to protect against and treat teacher burnout in K-12 schools. To achieve this, research was conducted on the post-pandemic context of teacher burnout, the secondary effects of teacher burnout on students, individual and organizational interventions. Teacher burnout is a multifaceted ailment, and many of the factors behind burnout can be beyond one’s control. There is no single answer, though there is an emphasis on emotions, as research suggests emotions may be greatly important to both succumbing to and treating teacher burnout. Thus, …


Integrating Discipline-Specific Literacy In Business Education: Implications For Skill Development, Katherine M. Mitzner, Quinn J. Longueville Jan 2026

Integrating Discipline-Specific Literacy In Business Education: Implications For Skill Development, Katherine M. Mitzner, Quinn J. Longueville

All Electronic Theses and Dissertations

Literacy is a vital part of a students’ education. Not only is it important to know how to read, but it is also important for students to comprehend what is read. There are many aspects of literacy, including content area literacy and disciplinary literacy. This thesis explores the importance of disciplinary literacy in the context of a business education lens and how business literacy impacts the success of a secondary student. It explores disciplinary literacy, the impacts of business literacy on other fields, implementation in the classroom, and professional development for literacy strategies. Application materials related to the findings are …


Music-Based Interventions And Social Communication Outcomes For Children With Autism Spectrum Disorder, Tom M. Coughlin Jan 2026

Music-Based Interventions And Social Communication Outcomes For Children With Autism Spectrum Disorder, Tom M. Coughlin

All Electronic Theses and Dissertations

Autism Spectrum Disorder (ASD) is characterized by persistent differences in social communication, social interaction, and ritualistic and repetitive behaviors. This thesis examined participation in music-based instruction and intervention to support social communication outcomes for students with ASD. Literature studies included systematic reviews, empirical interventions, and music-based approaches, including improvisational music therapy, song-based instruction, classroom-based music intervention, and technology-mediated music-making. Across the literature, music-based practices were analyzed considering engagement, joint attention, emotional understanding, initiation, reciprocal interaction, and expressive communication. The literature reviewed suggests that music-based instruction and intervention provide meaningful contexts to support social communication skills for ASD students, highlighting the …


Lyell, Elizabeth Interview 21 November 2025, Elizabeth Lyell, Maughn Rollins Gregory, Megan Jane Laverty Jan 2026

Lyell, Elizabeth Interview 21 November 2025, Elizabeth Lyell, Maughn Rollins Gregory, Megan Jane Laverty

All IAPC Oral Histories

In this IAPC Oral History Interview, Dr. Elizabeth Lyell reflects on her participation in the first cohort of the Master of Arts in Teaching degree with a Concentration in Philosophy for Children at Montclair State College during the 1981–1982 academic year. Lyell recounts her introduction to philosophy for children, her intensive year of study with Matthew Lipman, Ann Margaret Sharp, and Phil Guin, and teaching philosophy in public school classrooms in Montclair, New Jersey and Harlem. Lyell offers vivid memories of Lipman as a teacher, mentor, and moral presence, highlighting his pedagogical generosity, seriousness, and commitment to grounding philosophy in …


A Regional Multimethod Study On The Impact Of Identification Practices For Diverse Populations In Academically Gifted Programs During The 2022-2025 Aig Plan Implementation, Stephanie G. Revis Jan 2026

A Regional Multimethod Study On The Impact Of Identification Practices For Diverse Populations In Academically Gifted Programs During The 2022-2025 Aig Plan Implementation, Stephanie G. Revis

Doctor of Education Dissertations

Historically, many North Carolina Local Education Agencies (LEAs) have not prioritized diversity in Academically and Intellectually Gifted (AIG) programs, and local control over funding and policies has led to wide variations in how identification and services are implemented. As a result, persistent equity gaps exist between the proportion of culturally, linguistically, and ethnically diverse (CLED) students in the overall population and their representation in AIG programs. The purpose of this study was to examine identification practices implemented by LEAs and determine their impact on the Relative Difference in Composition Index (RDCI), as well as to identify which practices contribute to …


A Place At The Table: A Story For Invisible Girls And Invisible Educators, Ariella Hakim Jan 2026

A Place At The Table: A Story For Invisible Girls And Invisible Educators, Ariella Hakim

Graduate Student Independent Studies

The research collected in this study explores how care, relationships, and daily moments in schools shape the experiences of neurodivergent girls.


Using The Competing Values Framework To Connect Elementary School Culture, Principal Behaviors, And School Performance, Tara Tucker Jan 2026

Using The Competing Values Framework To Connect Elementary School Culture, Principal Behaviors, And School Performance, Tara Tucker

Doctor of Education Dissertations

The purpose of this explanatory sequential mixed methods research was to investigate the relationships between school principal leadership competencies, school organizational culture, and school performance grades in elementary schools in one district in western North Carolina using Quinn and Rohrbaugh’s (1983) Competing Values Framework (CVF). This study measured the correlation between school organizational culture, as measured by the Organizational Culture Assessment Instrument; school effectiveness, as indicated by the NC Accountability Grading Scale; and principal behaviors at the elementary level, as measured by the Leadership Competencies Assessment. Using the CVF, this study identified a school’s organizational culture by determining where dominating …


Supporting Core Instruction: A Mixed Methods Study Of Foundations Of Math Training For Elementary Teachers, Naomi C. Mallory Jan 2026

Supporting Core Instruction: A Mixed Methods Study Of Foundations Of Math Training For Elementary Teachers, Naomi C. Mallory

Doctor of Education Dissertations

Effective Tier 1 mathematics instruction within a Multi-Tiered System of Supports (MTSS) depends on the teacher’s ability to implement research-based instructional practices with confidence and fidelity (Berkeley et al., 2020; Cleaver, 2023). The purpose of this study was to explore educators' perspectives on how explicit, research-based mathematics professional development influenced their perceived capacity to deliver effective core instruction. Specifically, the study explored how the Foundations of Math (FoM) professional development course affected teachers’ confidence and instructional decision-making. This study was conducted within one public school district and included elementary educators who had participated in the FoM course. Data were collected …


Developing Collaboration And Community Through An Online Virtual Modality: Participatory Action Research, Jennifer Reed Jan 2026

Developing Collaboration And Community Through An Online Virtual Modality: Participatory Action Research, Jennifer Reed

Doctor of Education Dissertations

This action research study examined educators’ perceptions of collaboration and community within a virtual professional learning community and investigated how participation influenced collaborative actions over time. The study also compared the needs and goals of secondary and postsecondary educators participating in a shared VPLC model. Grounded in the Community of Inquiry and Online Collaborative Learning theoretical frameworks, this study addressed a growing need for effective, flexible professional learning structures that support collaboration across educational contexts. Data were collected from six educators, including three secondary and three postsecondary instructors, through pre- and post-administration of the Professional Learning Community Assessment–Revised, recorded virtual …


Exploring The Role Of Phonics Within A One-On-One Early Literacy Intervention, Katherine W. Herring Jan 2026

Exploring The Role Of Phonics Within A One-On-One Early Literacy Intervention, Katherine W. Herring

Doctor of Education Dissertations

Literacy is a strong predictor of academic achievement and long-term success beyond the school years; Therefore, educators must have access to a broad range of instructional resources, including evidence-based intervention models, to address students' diverse literacy needs. This study examined the role of phonics within a one-on-one Early Literacy Intervention, explored teachers’ understanding and experiences implementing phonics instruction in that context, and compared the phonics skills of students who successfully completed the intervention with those of the average first-grade student. Using a convergent parallel mixed methods design, the study integrated quantitative and qualitative data to provide a comprehensive analysis. Findings …


Exploring A School District's Alternative Licensure Pathway Preparation: Experience And Self-Efficacy Of Black Male Educators In North Carolina, Marquise K. Smith Jan 2026

Exploring A School District's Alternative Licensure Pathway Preparation: Experience And Self-Efficacy Of Black Male Educators In North Carolina, Marquise K. Smith

Doctor of Education Dissertations

This qualitative study explored the perceived effectiveness of licensure exam preparation, student teaching experiences, and personal and professional support systems among Black male educators in North Carolina, with particular attention to self-efficacy and imposter syndrome as factors influencing licensure success. Grounded in Bandura’s (1977, 1986) Social Cognitive Theory and Self-Efficacy Theory, as well as Huecker et al.’s (2023) Imposter Syndrome Theory, the study examined how environmental structures and psychological experiences interact to shape professional outcomes. Data were collected through semi-structured interviews with 13 Black male educators and a follow-up focus group designed to confirm and elaborate on emergent themes. …


Filling In The Gaps: A Mixed Methods Convergent Parallel Study To Enhance Ethical Standards And Policy Integration In Higher Education, Tiffany D. Seawright Jan 2026

Filling In The Gaps: A Mixed Methods Convergent Parallel Study To Enhance Ethical Standards And Policy Integration In Higher Education, Tiffany D. Seawright

Doctor of Education Dissertations

This study explored the ethical culture, policy integration, and ethics-related practices at Central Heights State University (CHSU) to identify gaps and develop a comprehensive ethics integration plan. Guided by Getzels and Guba's (1957) Social Systems Model and Argyris’s (1977) Double-Loop Learning Theory, the study employed a convergent parallel mixed methods design that included document analysis and a staff survey. Quantitative and qualitative data were collected concurrently, analyzed independently, and given equal priority, and the results were merged during interpretation to examine convergence, divergence, and complementarity across data sources. The document analysis examined the visibility, accessibility, and quality of ethics-related artifacts, …