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Submission To The Decadal Plan For Australian Education Research Consultation Paper, Australian Council For Educational Research (Acer)
Submission To The Decadal Plan For Australian Education Research Consultation Paper, Australian Council For Educational Research (Acer)
Shaping educational policy
This submission to the Decadal Plan for Australian Education Research Consultation Paper recognises a critical role for education research is to equip educators, leaders and systems with robust information, tools and practices to confidently inform decision-making about teaching, learning, and leadership. The submission highglights the importance of First Nations-led research, and an inclusion mindset for education research and AI as a tool for learning as key to justice, quality and equity for all. ACER understands that the field of education is highly interconnected and draws on evidence from multiple disciplines; it follows that collaboration in education research is the key …
The Campaign For Motivation: Comparing Tabletop Role-Playing Game Running With Classroom Instruction, Arpit Bawa
The Campaign For Motivation: Comparing Tabletop Role-Playing Game Running With Classroom Instruction, Arpit Bawa
Journal of Research Initiatives
Motivation is a cornerstone of effective teaching and learning, influencing student engagement, satisfaction, and academic performance. This descriptive case study examines Tabletop Role-Playing Games (TRPGs) as an underutilized pedagogical approach in higher education and compares the motivational processes involved in TRPG game running with those in classroom instruction. Leveraging the mere exposure effect (Zajonc, 1968), the study proposes that faculty unfamiliar with TRPGs can lower perceived barriers to adoption by identifying familiar motivational elements shared with classroom teaching. The study draws on self-determination theory, motivational frameworks, and case study methodology to analyze structural parallels between TRPG game mastering and instructional …
From Comfort Zone To Growth Zone: Experiential Projects As Catalysts For Creativity In Pre-Service Teachers, Serap Sevimli-Celik, Elif Güvelioglu
From Comfort Zone To Growth Zone: Experiential Projects As Catalysts For Creativity In Pre-Service Teachers, Serap Sevimli-Celik, Elif Güvelioglu
Research outputs 2022 to 2026
This study aimed to analyze the creative experiences of early childhood pre-service teachers enrolled in a semester-long course designed to enhance their creative potential through experiential projects. Using a qualitative research design, this study explored the subjective experiences of 16 pre-service teachers, aged 21 to 23-years-old, who participated in a 14-week course focused on integrating creativity into early childhood education. Data were collected through weekly reflections, project reports, and multimedia documentation, capturing each pre-service teacher's creative journey. The findings revealed four key themes which characterized the pre-service teachers’ creative experiences: (1) learning a new skill, (2) expressing creativity and experiencing …
Rooted And Rising: A Case Study Of Chinese American Undergraduates' Career Pathways At A Pwi Post-Covid, Rebecca Yin-Chow Martinez
Rooted And Rising: A Case Study Of Chinese American Undergraduates' Career Pathways At A Pwi Post-Covid, Rebecca Yin-Chow Martinez
Theses & Dissertations
In the wake of the COVID-19 pandemic, Chinese American undergraduate students have navigated complex intersections of intergenerational expectations, racialized experiences, and evolving career aspirations within higher education. This qualitative case study explores how Chinese American undergraduate students at a predominantly white institution (PWI) choose their educational and career goals in a post-COVID climate. Guided by the Asian American Intergenerational Model of the Psychology of Working (AAIM), this study examines the influence of familial expectations, personal interests, institutional supports and barriers, and experiences of racism on students’ career decision-making processes. Data was collected through semi-structured interviews, a focus group, observations, Career …
Navigating Ethical Considerations And Implications Of Ai Chatbots In Higher Education: A Systematic Review, Ons Al-Shamaileh, Ramy Hammady, Mahmoud Abdelrahman, Omar Mubin
Navigating Ethical Considerations And Implications Of Ai Chatbots In Higher Education: A Systematic Review, Ons Al-Shamaileh, Ramy Hammady, Mahmoud Abdelrahman, Omar Mubin
All Works
This systematic review explores the ethical challenges associated with the use of AI-based chatbots in higher education, focusing on their implications for students, educators, institutions, and administrative stakeholders. Following PRISMA guidelines, peer-reviewed literature published between 2014 and 2024 was systematically identified across eight major academic databases, yielding a total of 109 eligible studies. A thematic analysis of the included literature indicates that concerns related to academic integrity are most frequently discussed, alongside recurring issues involving data privacy and security, algorithmic bias, overreliance on automated systems, and the risk of inaccurate or misleading outputs. The findings further demonstrate considerable variation in …
Zooming Into Success: Collaborative Virtual Spaces For Dissertation Research And Pedagogy In Higher Education, Stephanie L. Brooke
Zooming Into Success: Collaborative Virtual Spaces For Dissertation Research And Pedagogy In Higher Education, Stephanie L. Brooke
International Journal of Teaching and Learning in Higher Education
Dissertation students face numerous challenges, including narrowing down research topics, managing scholarly writing, and overcoming writer’s block. This article explores the creation and piloting of collaborative virtual spaces designed to support dissertation mentees in their academic journey. Through this project, three distinct virtual spaces emerged, each addressing specific student needs: emotional support, academic writing, and research alignment. The development of these spaces was influenced by theory as well as workplace cultural initiatives in an online program for dissertation mentoring. Creating these collaborative virtual spaces based on student needs led to transformative best practices in virtual learning environments. This method provides …
Ai In Scholarship, Dr. Tim Hart
Ai In Scholarship, Dr. Tim Hart
Faculty Presentations on AI
This presentation explores the appropriate role of artificial intelligence in scholarly work, distinguishing between uses that support academic rigor and those that undermine intellectual responsibility. While cautioning against reliance on AI for original argumentation, unverified literature reviews, data interpretation, and normative judgments, it highlights practical applications across the research lifecycle, including ideation, literature exploration, argument refinement, structural analysis, reviewer simulation, and manuscript preparation.
Enhancing Learning With Ai: The ‘Icing On The Cake’ Approach, Ejike Okonkwo
Enhancing Learning With Ai: The ‘Icing On The Cake’ Approach, Ejike Okonkwo
Essays in Education
Drawing on a narrative review based on inductive thematic analysis, this paper examines the expanding role of artificial intelligence (AI) in education. The analysis shows that while AI offers useful educational benefits, they often come into conflict with concerns about how AI affects learning, including risks of overreliance and potential constraints on learners’ critical thinking and creative capacities. Consequently, the paper develops the “icing on the cake” conceptual framework, which conceptualizes AI adoption as non-linear and positions AI as a complementary tool rather than a substitute for human learning. The framework is grounded in reflection, metacognition, and skill development, and …
From Milan To Murmansk – Lisbon To Lake Louise: Conceptualizing The Meaning Of Internationalization In Higher Education, May-Kristin Vespestad
From Milan To Murmansk – Lisbon To Lake Louise: Conceptualizing The Meaning Of Internationalization In Higher Education, May-Kristin Vespestad
Journal of Comparative & International Higher Education
Internationalization is an academic goal and quality measure in higher education, driven by governmental policies and target numbers of mobility, where quantitative measures are the norm. Discussions of what internationalization means and why it is regarded as important need further conceptualization in a higher education context. This is the first longitudinal autoethnography to discuss the meaning of internationalization. The present study makes noteworthy contributions to international higher education literature and practice. Based on the conceptual framework of value co-creation and consumer value theory, the study offers a conceptualization of internationalization. It establishes that internationalization cannot be driven by quantitative measures …
2025 Jcihe State Of The Field: An Annual Report, Rosalind L. Raby
2025 Jcihe State Of The Field: An Annual Report, Rosalind L. Raby
Journal of Comparative & International Higher Education
The Journal of Comparative and International Education (JCIHE) presents the 2025 Annual Report. This report shows the growing readership for the journal, the diversification of authors, and the range of topics being published. A key finding from this report is that it shows how JCIHE is meeting its goals for increasing visibility and for increasing the diversity of authorship and their global institutional affiliations.
Determinants Of Critical Thinking In The Ai Era: The Mediating Role Of Self-Efficacy In Digital Literacy And Students’ Social Interaction, Annisa Arrumaisyah Daulay, Atikah Asna, Devi Eka Yulita Br Tarigan
Determinants Of Critical Thinking In The Ai Era: The Mediating Role Of Self-Efficacy In Digital Literacy And Students’ Social Interaction, Annisa Arrumaisyah Daulay, Atikah Asna, Devi Eka Yulita Br Tarigan
Buletin Konseling Inovatif
The importance of critical thinking in higher education has become increasingly prominent amid the rapid advancement of digital technology and artificial intelligence. This study aims to examine the effects of social interaction and digital literacy on students’ critical thinking skills, with self-efficacy serving as a mediating variable. Employing a quantitative approach with path analysis, data were collected from 650 university students during the 2024/2025 academic year and analyzed using SmartPLS. The results indicate that self-efficacy has a significant effect on critical thinking (β = 0.455, p < 0.001) and functions as a mediator linking digital literacy (β = 0.286, p < 0.001) and social interaction (β = 0.166, p = 0.001) to critical thinking ability. Furthermore, digital literacy exerts a significant indirect effect on critical thinking through the enhancement of self-efficacy (indirect effect = 0.234, p < 0.001). These findings underscore that strengthening digital literacy and social interaction within educational curricula, along with fostering students’ self-efficacy, can effectively enhance critical thinking skills, which are essential for addressing academic and professional challenges in the digital era.
Fostering Psychological Ownership And Self-Authorship In Higher Education: Pathways To Student Engagement, Growth And Knowledge Creation, Noora Heino, Markku Ikävalko, Anssi Tarkiainen, Terhi Virkki-Hatakka
Fostering Psychological Ownership And Self-Authorship In Higher Education: Pathways To Student Engagement, Growth And Knowledge Creation, Noora Heino, Markku Ikävalko, Anssi Tarkiainen, Terhi Virkki-Hatakka
International Journal of Teaching and Learning in Higher Education
This study explores the intersection of psychological ownership (PO) and self-authorship (SA) in the context of university students’ project-based learning. It examines how students develop a sense of ownership over their course projects, ideas, and knowledge they create, and how this engagement shapes their learning, identity, and sense of self. The findings highlight the role of control and perceived idea quality in fostering psychological ownership, as well as the importance of intimate knowledge and perceived object quality in supporting self-authorship. The study underscores that when students feel connected to their ideas, their motivation, persistence, and engagement increase, especially in creativity-driven …
Emerging Trends And Challenges In International Student Research: A Content Analysis Of Recent Dissertations (2022–2024), Krishna Bista, Oluwasegun Adesola Oladipo, Lin Ge, Tian Qin
Emerging Trends And Challenges In International Student Research: A Content Analysis Of Recent Dissertations (2022–2024), Krishna Bista, Oluwasegun Adesola Oladipo, Lin Ge, Tian Qin
Health Care Administration Faculty Research
This study presents a content analysis of 470 doctoral dissertations published between 2022 and 2024, examining emerging trends, theoretical frameworks, and research approaches related to international students. Using a qualitative content analysis approach and descriptive statistics, the study systematically analyzed the dissertations to identify recurring themes and issues. The key themes identified include teaching and learning; academic practices; acculturation and intercultural competence; career development and leadership; experiences and challenges; mobility and policy contexts; social diversity and inclusion; institutional support; and well-being. The findings show a predominant use of qualitative methods, a concentration on U.S.-based contexts, and a strong disciplinary focus …
Walking The Earthworks: Indigenous Literature, Place, And Embodied Learning, Tereza M. Szeghi
Walking The Earthworks: Indigenous Literature, Place, And Embodied Learning, Tereza M. Szeghi
High-Impact Experiential Learning in Practice: Pedagogical Essays Guided by the PIRA Framework
Tereza Szeghi is a professor in the Department of English.
This essay examines a place-based experiential learning trip to the Newark Earthworks that integrates Indigenous literature, guided immersion, student reflection, and assessment using the PIRA framework.
Community, Art, And Hope: Writing, Public Humanities, And Community-Engaged Learning In East Dayton, Maureen (Molly) Keane-Sexton
Community, Art, And Hope: Writing, Public Humanities, And Community-Engaged Learning In East Dayton, Maureen (Molly) Keane-Sexton
High-Impact Experiential Learning in Practice: Pedagogical Essays Guided by the PIRA Framework
Maureen (Molly) Keane-Sexton is a principal lecturer in the Department of English.
This reflection documents a community-engaged partnership with the Mosaic Institute in East Dayton, where students created public art while applying writing instruction, Catholic Social Teaching, and PIRA-guided reflection.
Ethical Community Engagement And Leadership Development In A Community-Partnered Course, Joy Kadowaki
Ethical Community Engagement And Leadership Development In A Community-Partnered Course, Joy Kadowaki
High-Impact Experiential Learning in Practice: Pedagogical Essays Guided by the PIRA Framework
Joy Kadowaki is an associate professor in the Department of Sociology, Anthropology, and Social Work.
This essay describes a semester-long, community-partnered leadership project in which students collaborated with Five Oaks residents to co-create neighborhood storytelling tools grounded in ethical community engagement and PIRA.
Development And Initial Validation Of The Comprehensive Ai Integration Readiness Survey (Caiirs), Richard D. Amoako, Jennifer A. Morrow
Development And Initial Validation Of The Comprehensive Ai Integration Readiness Survey (Caiirs), Richard D. Amoako, Jennifer A. Morrow
International Journal of Teaching and Learning in Higher Education
Artificial intelligence (AI) has emerged as a transformative force in higher education, improving learning and optimizing administrative operations. However, the adoption and integration of AI in learning environments have received limited research attention until recently. Consequently, this research aimed to develop and validate a scale to assess readiness and preparedness among higher education faculty members for the integrative adoption of AI in learning and teaching practices. A nationwide survey was used to collect data from faculty at universities and colleges in the United States. The CAIIRS scale was developed after an extensive review of scholarly literature. Exploratory factor analysis was …
Theoretical And Conceptual Approaches To Journalism Education, August E. Grant, Jeffrey S. Wilkinson, G. Nathan Carnes
Theoretical And Conceptual Approaches To Journalism Education, August E. Grant, Jeffrey S. Wilkinson, G. Nathan Carnes
Faculty Publications
Many journalism programs embrace the teaching hospital model because of its practical approach, employing working journalists as journalism educators. However, critics contend a more conceptual model of journalism education is needed. This essay explores the literature on journalism education models and seeks to integrate the teaching hospital and entrepreneurial journalism approaches with the revised Bloom's Taxonomy and Fink's Taxonomy of Significant Learning. Combined, these models provide a solid theoretical foundation for practical, applied journalism education. This essay applies these four models to journalism education, yielding a matrix of dimensions that can guide the creation or modification of curricula as well …
A Phenomenologically Informed Study Of Black Male Preservice Teachers’ Lived Experiences: Professional Socialization, Social Representation, And The Redesign Of Teacher Education For Equity, William A. Anders
Student Theses
This qualitative research explores the experiences of Black male preservice teachers in New York City’s teacher education programs. To examine the underrepresentation of Black male preservice teachers, the research employs Critical University Studies and Critical Race Theory to investigate the institutional barriers they face. Using semi-structured interviews with seven participants and reflexive thematic analysis, the findings revealed six paramount themes: Pathways in Teaching, Representation and Identity, Experiences in Teacher Education, Racial Bias and Institutional Challenges, the Role of Mentorship and Support Networks, and Teaching Philosophy.
Participants described the challenges that Black male preservice teachers face, including isolation, economic hardships, unsuitable …
Interpersonal Satisfaction And Classroom Silence In Chinese Universities: The Mediating Role Of Social Anxiety, Siguang Zhang
Interpersonal Satisfaction And Classroom Silence In Chinese Universities: The Mediating Role Of Social Anxiety, Siguang Zhang
Double Helix Methodology
Introduction: Within Chinese universities, classroom silence, while culturally acceptable, may indicate underlying psychological distress that impedes academic engagement. Drawing upon social-cognitive theory, this study investigates whether social anxiety mediates the relationship between interpersonal satisfaction and students’ in-class silence. Methods: A cross-sectional survey of 565 undergraduates from six Chinese universities examined interpersonal satisfaction, social anxiety, and three distinct behavioral indicators of silence (large-lecture, small-discussion, and laboratory contexts). Confirmatory factor analysis established convergent and discriminant validity; Cronbach’s α coefficients ranged from 0.86 to 0.91, demonstrating good internal consistency. A structural equation model (SEM) was employed to test the hypothesized mediation pathway while …
Preparing English As A Medium Of Instruction (Emi) Lecturers: The Required Competences And Rationales, Harumi Manik Ayu Yamin, Sisilia Setiawati Halimi, Harni Kartika Kartika
Preparing English As A Medium Of Instruction (Emi) Lecturers: The Required Competences And Rationales, Harumi Manik Ayu Yamin, Sisilia Setiawati Halimi, Harni Kartika Kartika
International Review of Humanities Studies
Despite the increasing trend of English as a Medium of Instruction (EMI) in higher education in Indonesia, studies focusing on professional development for EMI lecturers remains scarce. Given the pivotal role lecturers have in the success of EMI programs, it is essential that these lecturers are provided with the necessary training and support to effectively deliver their courses in English and make well-informed pedagogical choices. This paper aims to investigate necessary sets of skills and competences required by EMI lecturers and rationales for incorporating them in EMI teacher training programs. This study employed a qualitative approach. It involved a critical …
Unveiling Perceived Gender Bias In Middle Eastern Academia: Cross-Country Analysis Of Women’S Leadership, Laila Mohebi, Amani K.Hamdan Alghamdi, Sadia Shaukat
Unveiling Perceived Gender Bias In Middle Eastern Academia: Cross-Country Analysis Of Women’S Leadership, Laila Mohebi, Amani K.Hamdan Alghamdi, Sadia Shaukat
All Works
Gender bias remains a significant systemic barrier for women in academic leadership, restricting both career advancement and influence that creates a leadership gap, accenting the need for evidence-based strategies to promote equity and inclusive leadership pathways. Guided by social role theory, which explains in what way incongruence between communal female roles and agentic leadership roles leads to prejudice against women leaders, we investigated their perceptions of gender bias across four countries each with different local sociocultural gender norms, religious interpretations and national policies: Saudi Arabia, the United Arab Emirates, Bahrain and Pakistan. Employing a cross-national comparative and descriptive research design, …
Retrofitting Higher Education Buildings In Egypt: A Pathway Towards A Zero-Energy Campus, Maged G. Nassim Mikhael, Hagar Samy Saad
Retrofitting Higher Education Buildings In Egypt: A Pathway Towards A Zero-Energy Campus, Maged G. Nassim Mikhael, Hagar Samy Saad
HBRC Journal
Egypt’s higher education sector expanded rapidly over the last decade, resulting in increased energy consumption, negative environmental impacts, and economic challenges. Existing academic buildings present promising opportunities for energy savings through retrofitting; however, a validated pathway for achieving Zero-Energy Buildings ZEBs in Egypt remains underdeveloped. This study aims to develop a practical scenario and a replicable retrofitting pathway based on a multi-tiered approach that includes passive envelope enhancements, active system optimization, and the integration of renewable energy RE systems. Using the Canadian International College CIC campus as a case study, the research adapted the building energy simulation BES methodology to …
Students’ Motivation For Online Learning Of English As A Second Language Through The Lens Of The Self-Determination Theory, Wajeeh Daher, Ahlam Anabousy, Ahmad Amer, Nael Issa
Students’ Motivation For Online Learning Of English As A Second Language Through The Lens Of The Self-Determination Theory, Wajeeh Daher, Ahlam Anabousy, Ahmad Amer, Nael Issa
Higher Learning Research Communications
Learning English as a second language (ESL) can be challenging for students, so it is essential to keep them motivated. One way to motivate students is through electronic programs (e-programs) that can enhance their motivation to learn. This research examined student learning motivation through the lens of the self-determination theory (SDT), with 39 preparatory-year students participating and learning in a blended context. Nine students were interviewed regarding their motivation to learn English using the electronic program, and both quantitative and qualitative research methods were used to examine participants’ motivation to learn English in that context. The quantitative results indicated that …
Am I Good Enough To Be Here? A Photovoice Project Examining Students’ Experiences Of Ableism In Higher Education, Sylvia Mac Ph.D., Niki Elliott Ph.D.
Am I Good Enough To Be Here? A Photovoice Project Examining Students’ Experiences Of Ableism In Higher Education, Sylvia Mac Ph.D., Niki Elliott Ph.D.
Inclusion in Postsecondary Education
The enrollment of students with disabilities in postsecondary education has continued to increase (U.S. Government Accountability Office, 2024). Nevertheless, these students’ stories often remain invisible. This Photovoice project centers the voices of students with disabilities in postsecondary education and uses polyvagal theory (Porges, 2011, 2021) to understand the importance of considering the nervous system when seeking to create and sustain inclusive higher education spaces.
This study revealed the ways the participants’ nervous system experienced life as college students with a disability, organized around the themes of their perceptions of felt safety, of belonging, and of being liked. Findings from this …
Generative Ai Use And Self-Learning In Higher Education: The Role Of Learning Difficulties, Dana Saleh, Areej Elsayary
Generative Ai Use And Self-Learning In Higher Education: The Role Of Learning Difficulties, Dana Saleh, Areej Elsayary
All Works
The rapid development of GenAI tools and their adoption in education have shown promising potential to personalize learning experiences. However, their effectiveness is influenced by factors such as familiarity, frequency of use, and the impact on self-learning. This study investigates the undergraduate students' familiarity with Generative AI (GenAI) tools, their frequency of use, and the perceived impact of GenAI on self-learning, with particular consideration of differences between students with and without learning difficulties. Prompt engineering is also included as a secondary aspect of students' GenAI experience. The research employed a quantitative survey design, utilizing validated scales to measure familiarity, usage …
Procedure To Evaluate Artificial Intelligence (Ai) Output For Educational And Clinical Tasks, Lynn Gilbertson, Cody Marie Busch, Jon Spike, Kaitlin Demoss, Jae Thompson
Procedure To Evaluate Artificial Intelligence (Ai) Output For Educational And Clinical Tasks, Lynn Gilbertson, Cody Marie Busch, Jon Spike, Kaitlin Demoss, Jae Thompson
Teaching and Learning in Communication Sciences & Disorders
As generative artificial intelligence (AI) becomes more ubiquitous and accessible, there is a call to promote awareness, implementation, and evaluation skills among AI users. Free AI platforms offer unprecedented opportunities to transform how education and healthcare tasks are approached. However, a process for evaluating AI output has yet to be standardized. The current study implemented a structured process for guiding graduate and undergraduate students through critical evaluations of various AI platforms, promoting students' critical thinking and career readiness.
Planning And Implementing A Doctor Of Physical Therapy Degree Program: A Case Study, Allison Nicole Young
Planning And Implementing A Doctor Of Physical Therapy Degree Program: A Case Study, Allison Nicole Young
Student Theses and Dissertations
The purpose of this qualitative case study was to explore the perceptions, challenges, and lessons learned by administrators, faculty, and staff who were involved in the development of a new Doctor of Physical Therapy (DPT) program. This study was conducted at a private, non-profit institution in the southern United States. Faculty and administrators who are often tasked with planning and developing new programs demonstrate excellent clinical expertise and experience; however, they sometimes lack experience in higher education leadership. This leaves faculty with limited guidance and support for navigating accreditation, curriculum design, and assessment practices. This gap in the literature highlights …
Aligning Higher Education Preparation Programs With Workforce Needs: An Interdisciplinary Approach, Jeffrey M. Warren
Aligning Higher Education Preparation Programs With Workforce Needs: An Interdisciplinary Approach, Jeffrey M. Warren
Perspectives In Learning
While institutes of higher education are highly dynamic, academic programs and faculty within them often operate in an isolated, independent manner. As a result, the training they deliver can lack the interdisciplinary perspectives students need to navigate a diverse and evolving workforce successfully. This editorial explores the importance of interdisciplinary training and discusses the challenges college students who lack exposure to collaborative, integrative learning face as they transition to their respective professions. Finally, faculty are encouraged to consider strategies to enhance training in preparation programs and best position their graduates for success in interdisciplinary contexts.
A Hermeneutic Exploration Of Professional Place-Based Belonging Experienced By Faculty In Covid-19 Informed Undergraduate Formal Learning Places, Jennifer Ryley Welsh
A Hermeneutic Exploration Of Professional Place-Based Belonging Experienced By Faculty In Covid-19 Informed Undergraduate Formal Learning Places, Jennifer Ryley Welsh
Educational Studies Dissertations
The COVID-19 pandemic disrupted the rhythms of higher education and redefined the ways faculty experienced connection, identity, and purpose within formal learning places. This study examined professional belonging by exploring the question: What was the lived experience of belonging for teaching faculty in a COVID-informed undergraduate formal learning place? The aim was to investigate how belonging was constructed, challenged, and reimagined during a period of collective disruption. Using a hermeneutic phenomenological methodology and framed as a scholarly imram – a journey of wandering and insight drawn from Irish mythology – the research engaged nine faculty participants through semi-structured interviews. Data …