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Full-Text Articles in Higher Education

Ai: Resumes & Interviews, Jessica Gnutek Jan 2026

Ai: Resumes & Interviews, Jessica Gnutek

Goal 4: Intrapersonal Intelligence Narrative

This was a student-tailored program that offered a brief overview of the Applicant Tracking System (ATS) and AI in resume building and interviews. The biggest take away was that automated systems do not recognize resumes and recorded interviews that deviate outside of an expected pattern. The value of this program was showing students that with a bit of additional research into the ATS and AI systems of the company they applied for, they can optimize their resume and their interviewing skills to avoid being "filtered out" in their job search. Many students also found this program personally helpful because many …


From Silos To Systems: A Conceptual Framework For Workforce Aligned Oral Health Education, Meghan Bastin Jan 2026

From Silos To Systems: A Conceptual Framework For Workforce Aligned Oral Health Education, Meghan Bastin

2026 Scholarly Teaching Conference: Poster Session Papers

In the current U.S. educational system, becoming a dentist follows a few prescriptive pathways.  Learners typically complete an undergraduate degree before entering time-intensive doctoral training.  This results in only 3-4 years of direct professional education embedded within an eight -year process, while learners accumulate significant financial investment in their education.  With the average cost of graduate-level dental education alone exceeding $300,000 and new federal borrowing limits likely to further constrain access, there is an opportunity to explore alternative ways of structuring oral health education.

This poster presents a conceptual, system-level framework that explores a perspective in which oral health education …


Not Dating, Just Doing The Dishes: Reducing Anxiety And Increasing Participation Through Low-Risk Interpersonal Role-Plays., Alison Leah Morris-Neuberger Jan 2026

Not Dating, Just Doing The Dishes: Reducing Anxiety And Increasing Participation Through Low-Risk Interpersonal Role-Plays., Alison Leah Morris-Neuberger

2026 Scholarly Teaching Conference: Poster Session Papers

Soon after last semester began, I found myself in a classroom where students seemed disengaged and often unwilling to participate in open class discussion. I decided to ask students for feedback on how I could do better. What I heard was something I had not fully considered before. Many students, primarily Gen Z, asked that I use more examples centered on roommates. Several shared that they did not have experience with romantic relationships or professional work environments, but there was one common thread among them - they all had roommates. Talking about a roommate felt much lower stakes than talking …


Noncognitive Predictors Of Academic Performance In Undergraduate Allied Health Professionals Students, Keleigh Pershina, Michael Mehall, Alexandra Hollo Jan 2026

Noncognitive Predictors Of Academic Performance In Undergraduate Allied Health Professionals Students, Keleigh Pershina, Michael Mehall, Alexandra Hollo

2026 Scholarly Teaching Conference: Poster Session Papers

Undergraduate students in allied health professions face substantial academic, clinical, and personal demands that may affect academic performance and attainment of professional goals. Noncognitive factors such as stress, coping, and burnout have been identified as important contributors to academic outcomes in health professions education; however, empirical work examining these variables has yielded conflicting results. To identify potential student supports specific to undergraduate students within a land grant, rural serving institution in Appalachia, we conducted a survey to ask how personal factors such as burnout, stress, depression, and coping skills would predict academic success. A sample of 19 students complete a …


Developing And Proposing A Passion Project Course With Institutional Backing, Ron Reaser Jan 2026

Developing And Proposing A Passion Project Course With Institutional Backing, Ron Reaser

2026 Scholarly Teaching Conference: Poster Session Papers

Developing and proposing a new course based on your passion project is achievable and rewarding for faculty of any rank, including teaching-track faculty and adjuncts, but it may feel confusing or daunting to glean the course design principles and institutional knowledge necessary to succeed. This presentation recommends a successful and replicable approach based on proactive communication with stakeholders in your unit and across the broader university system. The approach is tailored to faculty members of West Virginia University, Potomac State College, and WVU Institute of Technology.


2026 Yearbook, Risd Archives, Center For Student Involvement (Csi), Risd Design Guild Jan 2026

2026 Yearbook, Risd Archives, Center For Student Involvement (Csi), Risd Design Guild

RISD Yearbooks

No abstract provided.


2025-26 Uni Swimming & Diving Top Ten All-Time Results, University Of Northern Iowa Jan 2026

2025-26 Uni Swimming & Diving Top Ten All-Time Results, University Of Northern Iowa

Athletics Media Guides

Contents:

--- 50 Freestyle
--- 100 Freestyle
--- 200 Freestyle
--- 500 Freestyle
--- 1000 Freestyle
--- 1650 Freestyle
--- 100 Butterfly
--- 200 Butterfly
--- 100 Backstroke
--- 200 Backstroke
--- 100 Breaststroke
--- 200 Breaststroke
--- 200 Individual Medley
--- 400 Individual Medley
--- 1-Meter Diving
--- 3-Meter Diving
--- Platform Diving


Smu Launches Resilient Workforces Institute To Strengthen Singapore’S Workforce In The Age Of Ai, Singapore Management University Jan 2026

Smu Launches Resilient Workforces Institute To Strengthen Singapore’S Workforce In The Age Of Ai, Singapore Management University

SMU Press Releases and News

Singapore Management University (SMU) announced the launch of the Resilient Workforces Institute (ResWORK), a new university-level research institute advancing workforce resilience and lifelong learning amid accelerating technological change. It is among the first institutes in Singapore and the region to jointly study adult-learning and the future of work through an integrated, interdisciplinary lens spanning economics, management, behavioural science and technology.


Professional Identity Exploration And Commitment Development By Stem Undergraduates From Underrepresented Groups During Near-Peer Mentoring, Joseph A. Brobst, Joanna K. Garner, David Hartenstine, Perry Fizzano Jan 2026

Professional Identity Exploration And Commitment Development By Stem Undergraduates From Underrepresented Groups During Near-Peer Mentoring, Joseph A. Brobst, Joanna K. Garner, David Hartenstine, Perry Fizzano

Center for Educational Partnerships Publications

This study examines near-peer mentoring as a context for professional identity development by undergraduates from groups that are underrepresented in STEM higher education. Mentees were students in a computer science/mathematics‑focused scholarship program, with a two-tiered near-peer mentoring component that paired 1st-2nd‑year undergraduate mentees with 3rd-4th year mentors and 3rd-4th year mentees with early‑career professional mentors. We analyzed mentoring conversation summaries from three mentor–mentee pairs, spanning one academic year. Mentoring relationships provided safe spaces for students’ professional identity exploration and the development of commitments toward career paths and life goals. Across all cases, conversation summaries …


Enhancing Academic Literacy Through Ai-Supported Writing Analytics In Multilingual Higher Education, Riki Nasrullah, Septia Rizqi Nur Abni Jan 2026

Enhancing Academic Literacy Through Ai-Supported Writing Analytics In Multilingual Higher Education, Riki Nasrullah, Septia Rizqi Nur Abni

Journal of Educational Technology Development and Exchange (JETDE)

This study examines the longitudinal impact of AI-supported writing analytics on academic literacy in multilingual higher education. Using a quasi-experimental design over two semesters with 124 undergraduates, the treatment group employed a GPT-based analytics tool, while the control group relied on conventional feedback. Using a longitudinal quasi-experimental design and repeated-measures analyses, the study found significant group effects and significant Group × Time interactions, indicating that the treatment group achieved larger and more sustained gains in academic literacy. Process-oriented indicators and learning analytics further showed a shift from surface editing to global revision, accompanied by deeper metacognitive engagement.


Investigating The Viability Of Fully Online Asynchronous Physics Instruction In Formal Education, Clifton W. Massey-Noel Jan 2026

Investigating The Viability Of Fully Online Asynchronous Physics Instruction In Formal Education, Clifton W. Massey-Noel

Physics Dissertations

In this dissertation we present results from two consecutive investigations into the fully online asynchronous modality in Physics Education. We first discuss the efficacy of a fully online asynchronous section of Modern Physics held in Fall 2024. The asynchronous section is compared with four prior partially-flipped sections of the same class, two of which were held in-person, and two of which were held synchronously online. Results suggest that all three modalities can be made to be about equally as effective. We also discuss the efficacy of a fully online asynchronous section of Calculus-Based Introductory Mechanics held in Fall 2025. The …


Navigating Yellow Zone Sexual Misconduct Cases: Exploring Title Ix Administrators’ Discretion, Angela E. Hobbs Jan 2026

Navigating Yellow Zone Sexual Misconduct Cases: Exploring Title Ix Administrators’ Discretion, Angela E. Hobbs

Educational Leadership & Policy Studies Dissertations

This study examines how Title IX administrators exercise discretion when responding to ambiguous sexual misconduct reports referred to as yellow zone. The 2020 Title IX Rules and Regulations introduced a more restrictive definition of sexual misconduct, requiring behavior to be severe, pervasive, and objectively offensive (SPOO) to meet the threshold for formal institutional response. Despite the practical challenges these cases present for institutions, there is limited scholarly understanding of how Title IX administrators make decisions when responding to them. Guided by street-level bureaucracy theory (Lipsky, 1969, 1980, 2010), the study explored how institutional actors exercise discretion in response to regulatory …


Students’ Views On Professionalism As A Window Into Their Professional Identity Formation, Jennifer H. Kwon, Charles F. Shuler, Judith Walker, Hsingchi Von Bergmann Jan 2026

Students’ Views On Professionalism As A Window Into Their Professional Identity Formation, Jennifer H. Kwon, Charles F. Shuler, Judith Walker, Hsingchi Von Bergmann

Health Professions Education

Purpose: Professional identity formation (PIF) provides a process-based framework for understanding professionalism, focusing on how individuals integrate professional values and roles into their broader sense of self. Limited research has examined how dental students perceive professionalism and how these perceptions shape their developing professional identities. Understanding these perspectives may provide insight into their PIF journey and help inform the design of educational strategies to address their need.

Method: An online survey, consisting of both open-ended and close-ended questions, was emailed to undergraduate students in the Faculty of Dentistry at one Canadian university. Descriptive statistics were conducted using JASP (Version 0.16.1; …


Student Perspectives On Learning With Teaching-Research Methods In Initial Teacher Education, Paulo Marinho, Carlinda Leite, Fátima Sousa-Pereira Jan 2026

Student Perspectives On Learning With Teaching-Research Methods In Initial Teacher Education, Paulo Marinho, Carlinda Leite, Fátima Sousa-Pereira

Australian Journal of Teacher Education

This article explores the perceptions of student teachers enrolled in an initial teacher education programme who attended a curricular unit organised around research-based teaching strategies. Data were gathered from reflective class diaries produced during one semester and analysed through qualitative content analysis. The findings suggest that, from the participants’ perspective, the curricular unit supported investigative autonomy, critical reflection and argumentation, links between theory and school-based observations, and perceived preparation for the future teaching profession. At the same time, the diaries highlighted time pressure and workload as important constraints. Highlighting student teachers’ voices on how a research-based unit was experienced during …


The Role Of Coursework In Promoting Doctoral Candidates’ Research Competence: A Case Study Of Professional Doctorates In Education, Fred Y. Mgata, Luqman Hakeem, Justo M. Lemesaya, Zhiyong Zhu, Huan Song, Jimmy E. Kihwele Jan 2026

The Role Of Coursework In Promoting Doctoral Candidates’ Research Competence: A Case Study Of Professional Doctorates In Education, Fred Y. Mgata, Luqman Hakeem, Justo M. Lemesaya, Zhiyong Zhu, Huan Song, Jimmy E. Kihwele

Australian Journal of Teacher Education

Doctorate programs with coursework aim to develop research-competent graduates who can contribute knowledge and work outside academia. This study explored the influence of coursework on doctoral candidates' development of research competence. The study employed a qualitative case study approach within the Professional Doctorate in Education programs at a Chinese university. The researchers interviewed 13 doctoral candidates, reviewed 10 course syllabi, and conducted a thematic analysis of the data. The findings revealed that coursework contributes to candidates' knowledge base, research direction, skills, and critical thinking. Instructors and peers promote candidates' research competence through instruction, mentoring, collaborative research projects, and peer feedback. …


A Data-Driven Framework For Automation Readiness In Minnesota State University, Mankato Course Scheduling, Prisca Bongu Payanzo Maba Jan 2026

A Data-Driven Framework For Automation Readiness In Minnesota State University, Mankato Course Scheduling, Prisca Bongu Payanzo Maba

All Graduate Theses, Dissertations, and Other Capstone Projects

University course scheduling is one of the most complex optimization problems in higher education institutions. With universities growing in size and offering a broad spectrum of majors and disciplines, the number of possible course scheduling combinations increases exponentially, rendering traditional ways of scheduling ineffective.

Although operations research has extensively studied automated scheduling algorithms, there has been limited investigations into the organization readiness of academic departments to implement such systems. This paper offers a hybrid data science framework that assesses departmental readiness for scheduling automation.

The study combines qualitative Zoom interview data from 19 academic departments with institutional scheduling rules from …


Winter 2026, Southwestern Oklahoma State University Office Of Institutional Advancement And Alumni Jan 2026

Winter 2026, Southwestern Oklahoma State University Office Of Institutional Advancement And Alumni

Echoes from the Hill

From The Interim President

Fellow members of the SWOSU Community,

I have been grateful for the opportunity to serve Southwestern Oklahoma State University for nearly three decades. As the Spring 2026 semester gets underway, we welcome the opportunity to pause and reflect on what we have learned—and what we continue to achieve together.

The bonds formed among our students, faculty, and staff as we deliver high quality, affordable programs of instruction and training are deep and enduring. The Southwestern Spirit—marked by friendly cooperation, thoughtful inquiry, and hard work—gives SWOSU a distinctive strength and instills in our graduates a lasting sense …


Spring/Summer 2026, Southwestern Oklahoma State University Office Of Institutional Advancement And Alumni Jan 2026

Spring/Summer 2026, Southwestern Oklahoma State University Office Of Institutional Advancement And Alumni

Echoes from the Hill

From The President

SWOSU Community,

SWOSU is 125 years old this year, and 2026 has been an exciting year here on the Hilltop! We are gearing up for a great Fall Semester!

This issue of Echoes highlights the wonderful time we had in the Spring when our students, faculty, and staff joined donors, alumni, dignitaries, and community leaders from throughout Oklahoma and beyond for the dedication of the Jerry & Margaret Hodge Center for Pharmacy & Rural Health. The Center represents an innovative private-public partnership that will enable our university to graduate more healthcare professionals to meet the workforce needs …


Wilson, Issue 02, 2025-26, University Of Northern Iowa. Wilson College Of Business. Jan 2026

Wilson, Issue 02, 2025-26, University Of Northern Iowa. Wilson College Of Business.

Wilson

Contents:

From the Dean --- 3
Auditing Students Learn Emerging Technologies and Real-World Analysis --- 4
How Real Estate Students are Learning Industry Software in the Classroom --- 8
Marketing in the Age of Data --- 14
Building Communities, Shaping Futures --- 18
Data Drives Business Success for UNI Student Entrepreneurs --- 22
Data to Assist in Iowa Stomr Response --- 23
Ethical Considerations of Data Breaches --- 24
How Ethics and Data Management Intersect In Today's Business Climate --- 26
Students Dominate Advertising Competition --- 28
AACSB Supplemental Accounting Accreditation --- 30
A New Era for Business: UNI's Wilson …


Decline Of Male Enrollment In Higher Education, Oscar Valenzuela Jan 2026

Decline Of Male Enrollment In Higher Education, Oscar Valenzuela

Theses and Dissertations

The study examined the decline in male enrollment and completion in higher education, aiming to identify the reasons for the decline and to propose possible solutions. Using a qualitative phenomenological design, the study employed semi-structured interviews to collect data from males aged 18 to 40. The findings indicate that numerous factors contribute to why males are not enrolling in or completing higher education, and reveal key thematic groups, including Early Work Life, Home Life, Support Systems, Challenges, and Choices and Decisions. These results suggest that cultural background, socioeconomic status, and gender norms affect the decisions males make concerning higher education. …


Hear & Now: Culturally Responsive Music Education Through Digital Audio Workstations & Musique Concrète, Benjamin T. Connolly Jan 2026

Hear & Now: Culturally Responsive Music Education Through Digital Audio Workstations & Musique Concrète, Benjamin T. Connolly

Pitzer Senior Theses

Hear & Now: Culturally Responsive Music Education Through Digital Audio Workstations & Musique Concrète is a two-part ethnomusicological study of how the capacities and affordability of modern electronic instruments could be utilized within school curricula as an affordable alternative to traditional music classes. I explore the musique concrète movement from mid-20th century France, aiming my examination towards the movement’s emphasis on the materiality of sound production and utilization of modern technology during the composition process. From there, the paper transitions into a study on the affordances of contemporary music technologies through a series of interviews with electronic composers, tracing the …


Institutional Responses To Racial Incidents In California Public Higher Education: A Qualitative Historical Document Analysis, Shannon Dominique Quihuiz Jan 2026

Institutional Responses To Racial Incidents In California Public Higher Education: A Qualitative Historical Document Analysis, Shannon Dominique Quihuiz

CGU Theses & Dissertations

Despite stated commitments to diversity, equity, and inclusion, racial incidents remain a persistent structural problem on college and university campuses. These incidents encompass a wide taxonomy of racialized harm, ranging from bias-motivated violence and hate symbols to controversial White supremacist speakers, structural inequities, and interpersonal microaggressions. Administrators responding to these incidents must navigate complex, often competing tensions between fostering safe, inclusive learning environments and upholding civil liberties protections, all while operating under intense political scrutiny, public relations pressures, and legal risk. To understand how these tensions are rhetorically managed, this qualitative historical document study examined how California public higher education …


A Narrative Inquiry Of Early-Career Women Of Color In Student Affairs, Nora Anitzya Jin-Leyva Jan 2026

A Narrative Inquiry Of Early-Career Women Of Color In Student Affairs, Nora Anitzya Jin-Leyva

CGU Theses & Dissertations

At the time of this study, data revealed student affairs professionals were exiting the profession at high rates (Chamberlain et al., 2022). This rate was higher among new student affairs professionals (Buchanan & Shupp, 2015). Professionals in the field face common challenges including low job satisfaction and high levels of burnout (Aros, 2022; Chamberlain et al., 2022; Quaye et al., 2024) and a lack of appropriate supervision (Shupp & Arminio, 2012) and mentoring opportunities (Aros, 2022; Maramba, 2011). However, people of color and women in the profession face additional challenges, including racial battle fatigue (Quaye et al., 2024), racism and …


Grading In The Digital Age: Ai Feedback Versus Professor Feedback, Latoya Russell, Andrew Zeisler, Ronald Mickler Jr. Jan 2026

Grading In The Digital Age: Ai Feedback Versus Professor Feedback, Latoya Russell, Andrew Zeisler, Ronald Mickler Jr.

2026 Faculty Bibliography

Feedback is a cornerstone of academic development, particularly in marketing education, where skill development often requires iteration and applied practice. While instructors spend considerable time providing effective feedback, artificial intelligence (AI) tools can significantly reduce this burden by generating timely, tailored responses. For example, AI-based chatbots can supplement instruction, providing students with timely feedback and reducing instructors’ workload. This study examines how marketing students perceive feedback quality based on its source, specifically whether it is delivered by an AI system or a human instructor. Through a scenario-based experiment, we investigate student perceptions of feedback quality and effectiveness based on the …


Translating Writing Studies Into Institutional Practice: Embedding Rhetorical Pedagogy In A Jesuit Core Curriculum, Tom Pace Jan 2026

Translating Writing Studies Into Institutional Practice: Embedding Rhetorical Pedagogy In A Jesuit Core Curriculum, Tom Pace

2026 Faculty Bibliography

This article provides an account of how John Carroll University redesigned the role of writing in its core curriculum to embed rhetorical pedagogy across all four years of a student’s academic career. Rather than viewing general education changes as a bureaucratic hurdle, this study demonstrates how writing program administrators can align an institution’s local identity, in this case the Jesuit traditions of purposeful communication (eloquentia perfecta) and holistic care (cura personalis), with contemporary writing stud- ies research to inspire cross-disciplinary faculty ownership. Moving beyond a basic description of requirements, I present a narrative of rhetorical advo- cacy that operates across …


Where’S My Tweed Jacket With Leather Elbow Patches? The Challenges Of Aging Gracefully In Higher Education, John A. O’Rourke, Christina Gray Jan 2026

Where’S My Tweed Jacket With Leather Elbow Patches? The Challenges Of Aging Gracefully In Higher Education, John A. O’Rourke, Christina Gray

Research outputs 2022 to 2026

This paper presents an examination of one veteran academics’ experience in higher education. Via an autoethnographic reflection of a two-decade career, the work-related situations that impact on job enjoyment and challenge motivation to bring enthusiasm year-after-year are discussed. Veteran academics have seen higher education transform dramatically during their tenure and the pressure points that impact on wellbeing are discussed and aligned to contemporary research. In response to the challenges associated with aging in higher education, this paper examines how veteran academics need to prioritize self-care and explores ways that universities can maximize the accumulated knowledge and pedagogical skillset of these …


Beyond Compliance: Transformative Co-Design For Gender-Based Violence Prevention In Higher Education, Narelle Lemon, Christina Gray, Jason Goopy, Lisa Holmes, Bec Ball, Melissa Perry, Elisa Fear Jan 2026

Beyond Compliance: Transformative Co-Design For Gender-Based Violence Prevention In Higher Education, Narelle Lemon, Christina Gray, Jason Goopy, Lisa Holmes, Bec Ball, Melissa Perry, Elisa Fear

Research outputs 2022 to 2026

This study examines how university staff and students experience transformative learning through voluntary participation in a gender-based violence (GBV) prevention programme that transcended compliance-oriented approaches. While universities increasingly rely on mandatory modules that fail to create sustainable change, this research investigates whether self-nominated participation and co-design pedagogy can foster genuine transformation and voice development among participants from diverse disciplinary backgrounds. A qualitative multi-method design examined eight university students (aged 18–24) at an Australian university through pre-post focus groups, observational field notes, and artefact analysis. Participants voluntarily engaged in workshops co-designing peer-focused social media prevention messaging. Inductive thematic analysis identified patterns …


Students’ Perspectives On Authentic Assessment: An Experiential Learning Framework For Work-Readiness And Employability, Claire Lambert, Madeleine Ogilvie, Stephanie Meek Jan 2026

Students’ Perspectives On Authentic Assessment: An Experiential Learning Framework For Work-Readiness And Employability, Claire Lambert, Madeleine Ogilvie, Stephanie Meek

Research outputs 2022 to 2026

Background: Universities are increasingly pressured to enhance graduate employability by embedding career readiness into curricula. Authentic, industry-based assessments offer a means to link theory with practice, yet little is known about their impact from the student perspective. Purpose: This study explored how an industry-based authentic assessment supports students’ transition to work through the lens of Experiential Learning Theory (ELT). Method: Using a qualitative design, guided-introspection questionnaires were completed by 20 marketing graduates 2 years after completing an industry-based social marketing project. Directed content analysis identified themes aligned with ELT stages and mechanisms of confidence, networks, and professional enculturation. Findings: Authentic …


Sport Participation And The Pursuit Of Active And Healthy Lifestyles: Everyday Athletes’ Relationships With Eating And Exercise, Valeria Varea, Eibhlish O'Hara, Dawn Penney, Victoria Evans Jan 2026

Sport Participation And The Pursuit Of Active And Healthy Lifestyles: Everyday Athletes’ Relationships With Eating And Exercise, Valeria Varea, Eibhlish O'Hara, Dawn Penney, Victoria Evans

Research outputs 2022 to 2026

Purpose – Athletes are more likely to experience eating and exercise disorders than non-athletes. Little is known about the incidence of eating and exercise disorders amongst non-elite participants, many of whom participate outside of club governance and support structures. The aim of this paper is to explore eating and exercise attitudes and behaviours amongst participants in both formal and informal sport and, in so doing, generate insights to inform future educational initiatives that seek to promote healthy and active lifestyles. Design/methodology/approach – An online survey was completed by 110 participants, 9 of whom were interviewed for the second phase of …


Extending The Theory Of Planned Behaviour To Explain Contract Cheating In The Age Of Generative Ai: Evidence From Australian Higher Education, Madugoda Gunaratnege Senali Jan 2026

Extending The Theory Of Planned Behaviour To Explain Contract Cheating In The Age Of Generative Ai: Evidence From Australian Higher Education, Madugoda Gunaratnege Senali

Research outputs 2022 to 2026

Academic contract cheating (CC) poses a significant challenge for Higher Education (HE), a problem that has become more complex with the increasing use of Generative Artificial Intelligence (Gen AI) tools. While similarity detection software can flag AI-generated text, it remains ineffective in identifying CC, potentially displacing misconduct rather than reducing it. Drawing on and extending the Theory of Planned Behaviour (TPB), this study examines how traditional TPB constructs and technology-mediated perceptual factors jointly influence students’ intentions and behaviours related to CC within the Australian HE context. The findings reveal significant direct and indirect pathways linking perceived instructor involvement, detection awareness, …