Digital Commons Network^™

Relationships Between Physical Performance Characteristics And Match Characteristics Of English Academy Soccer Players, B. Dickinson, P. Jones, P. Comfort

Research outputs 2022 to 2026

The aim of this study was to determine the relationships between physical performance and match characteristics of Elite academy soccer players using pooled data across U15, U16, U18, U23 age groups. Sixty elite academy soccer players including u15 (Subject: N = 15; age: 14.64 ± 0.25; mass: 59.88 ± 9.12 kg; height: 171 ± 6.69 cm), u16 (Subject: N = 15; age: 15.42 ± 0.36; mass: 65.11 ± 8.70 kg; height: 175 ± 7.21 cm), u18 (Subject: N = 15; age: 17.00 ± 1.00; mass: 72.85 ± 7.43 kg; height: 179 ± 6.43 cm), u23 (Subject: N = 15; age: …

Co-Designing Impact: Student-Led Prevention Messaging For The Primary Prevention Of Violence Against Women, Narelle Lemon, Lisa Holmes, Christina C. Gray, Jason Goopy

Research outputs 2022 to 2026

Executive Summary:

Violence against women remains one of Western Australia's most serious and persistent social problems, and young adults aged 18–24 represent a pivotal demographic for primary prevention — the work of stopping violence before it starts. The Co-Designing Impact project, funded by the Department of Communities' Family and Domestic Violence Primary Prevention Grants Program 2024/2026 and delivered in partnership between Yourtoolkit.com and Edith Cowan University (ECU), engaged university students aged 18–24 in a six-session co-design program. Participants learned about the drivers of violence against women and the principles of primary prevention, then co-designed social media messaging intended to shift …

Public Service Motivation And The Circumplex Model Of Affect: Profiling Australasian Public Servants, Esme Franken, Ben Farr-Wharton, Fleur Sharafizad, Kara Ng, Geoff Plimmer, Evan Berman

Research outputs 2022 to 2026

This paper explores public servants’ public service motivation through the prism of the circumplex model of affect (CMA). The application of CMA to work, and specifically public sector contexts, is relatively novel, and the framework helps explain how multiple states of affect (i.e., comprised of underlying feelings, emotions, and moods) cluster together and are shaped by one’s work environment. The mixed method paper begins with a qualitative study of Australasian public servants, presenting evidence of the CMA and its connection to PSM. The subsequent quantitative analysis of 222 survey respondents offers four distinct latent profiles of public servants’ PSM and …

Nurses' Experiences Of Pain Management For Patients With Diagnosed Mental Health Conditions: A Systematic Review, Aaron Lapuz Alejandro, Middlewick, Seng Giap Marcus Ang, Rosemary Saunders, Irene Ngune

Research outputs 2022 to 2026

Aim: To synthesise the available evidence related to nurses' pain assessment and management practices for patients with diagnosed mental health conditions. Design: Mixed-methods systematic review. Data Sources: Medline, CINAHL, PsycINFO, SPORTDiscus and Psychology and Behavioural Sciences Collection. Methods: Databases search was conducted in March 2024 and updated in June 2025. Methodological quality was assessed using the Mixed Methods Appraisal Tool. Data synthesis followed the Joanna Briggs Institute (JBI) Manual for Evidence Synthesis. Results: Of the 1318 eligible studies identified, 12 met the inclusion criteria. The included studies were methodologically robust overall but frequently neglected nonresponse bias and were predominantly conducted …

Artificial Intelligence-Enabled Conversational Agents In Tourism & Hospitality: A Systematic Literature Review & Future Research Directions, Abdulaziz Alharbi, Ameet Pandit, Violetta Wilk, Philip J. Rosenberger, Shah Miah

Research outputs 2022 to 2026

Artificial intelligence (AI)-enabled conversational agents (AICAs) are transforming the tourism and hospitality sector. While studies focus on technical and operational aspects, there is limited exploration of consumer behaviour. This study employs the TCCM (Theory, Context, Characteristics and Methodology) framework to analyse the theoretical, contextual and methodological dimensions of AICA use. By utilising an AI-first, human-lens-second approach along with Leximancer for thematic analysis, it emphasises the importance of emotional, ethical and trust-related factors that are often overlooked in adoption models. The paper proposes an integrated conceptual framework that highlights the mechanisms, modifiers and implications of AICA use, along with offering future …

Exploring A Potential Link Between Personality Traits, Sexual Assault Attitudes And The Propensity To Create Deepfake Pornography, Lorna Marns, Ross Hollett

Research outputs 2022 to 2026

Deepfake pornography represents a rapidly expanding form of image-based sexual abuse (IBSA), yet little is known about the psychological factors that predict individuals’ willingness to create such material. This study examined whether rape myth acceptance (RMA) and Dark Tetrad traits (Machiavellianism, narcissism, psychopathy, and sadism) predicted heterosexual men’s proclivity to create deepfake pornography. Using an online self-report survey of 213 heterosexual men recruited from an Australian university and the surrounding community, participants completed measures of RMA, dark personality traits, and hypothetical scenarios assessing the likelihood of creating deepfake pornography. Hierarchical regression models showed that RMA attitudes that minimise or excuse …

Measuring Mental Health Promoting Behaviours: Development And Psychometric Properties Of A Danish Act Belong Commit-Mental Health Promoting Behaviours (Abc-Mhpb) Scale, Line Nielsen, Ziggi Ivan Santini, Malene Kubstrup Nelausen, Carsten Hinrichsen, Frederik Schou-Juul, Vibeke Jenny Koushede, Robert J. Donovan, Charlotte Bjerre Meilstrup

Research outputs 2022 to 2026

Background: The Act Belong Commit-ABCs of Mental Health campaign is the world’s first comprehensive, population-wide, community-based initiative to promote mental health. In response to a growing demand for valid tools to monitor mental health promoting behaviours, this study presents the development and psychometric evaluation of the ABC-Mental Health Promoting Behaviours (ABC-MHPB) scale in a Danish population-based sample. Methods: A 10-item scale was developed, based on the ABC framework, to assess mental health promoting behaviours. A total of 119,221 randomly selected participants aged 18+ filled out an electronic survey, including the scale to measure the underlying construct of mental health promoting …

Multilevel Nested Paradoxes: How Organizational Leaders Interpret And Manage Tensions, Uzma Batool, Muhammad Mustafa Raziq, Peter Galvin, John Lewis Rice

Research outputs 2022 to 2026

Organizational actors face multiple paradoxical tensions that are not only intertwined with one another but also nested across different levels of the organizational hierarchy. Despite their importance, little is known about how such paradoxical tensions are interpreted and managed by organizational leaders. To explore this phenomenon, we conducted semi-structured interviews and collected multilevel data from 38 respondents, including corporate executives, team leaders, and managers in the Pakistani telecommunications sector. Through an interpretive phenomenological analysis of participants’ lived experiences, we developed a multilevel nested paradox model. This model revealed four paradoxes nested both within and across levels: task efficiency and employee …

A Qualitative Exploration Of Future Health Professionals' Dementia Knowledge And Perceptions Of Dementia-Related Technology Support, Helen M. Haydon, Melissa Taylor, Annie Banbury, Cindy Jones, Georgina R. Chelberg, Louise Horstmanshof, Richard Hicks, Centaine L. Snoswell, Melissa Carey

Research outputs 2022 to 2026

Introduction: This research aimed to explore healthcare professional (HCP) students' dementia knowledge, perceptions of older adults' digital literacy, and perceived usefulness of digital health interventions for people living with dementia and their caregivers.

Methods: Semi-structured interviews were conducted to explore HCP student perceptions of cognitive ageing and their understandings of the relationship between technology and healthcare practice. Researchers also explored students' knowledge of dementia and their contemporary educational experiences.

Results: Findings revealed a lack of formal education regarding the use of technology in cognitive care associated with ageing populations. Students also reported limited experience with the use of technology in …

Effects Of Recreational Football On Body Composition, Cardiometabolic Health, And Functional Performance In Children And Adolescents: A Systematic Review And Meta-Analysis, Yanzhao Lei, Yanmei Ding, Bo Wang, Hengzhi Deng, Mingyue Yin, Kai Xu, Hengxian Liu, Meiling Tao, Yanfeng Li, Yilin Zhang, Yuhang Liu, Fanhao Meng, Hansen Li, Xing Zhang, Bitai Wu

Research outputs 2022 to 2026

Purpose: The systematic review and meta-analysis aimed to evaluate the effects of recreational football on body composition, cardiometabolic health, and functional performance in children and adolescents. Additionally, it explored potential moderators through subgroup analyses. Methods: A systematic search was conducted in six databases in May 2025. A random-effects model was employed for the meta-analysis, and effect sizes were reported as standardized mean differences (SMD, Hedges’ g). Subgroup and sensitivity analyses were conducted to examine sources of heterogeneity. Results: A total of 20 studies (N = 2,906; age range: 8–17 years) were included. Of the participants, 1,524 (52.44%) were male, 1,174 …

It's The Most Diverse Job I’Ve Ever Had: What Do Registered Nurses Working In Australian Schools Do?, Anita Moyes

Research outputs 2022 to 2026

Although nurses have been working in Australian schools for many decades, research has focused primarily on narrow aspects of clinical practice or service delivery in specific regions. The aim of this study was to identify the domains of practice registered nurses report in a typical working day in Australian schools, using interview data from a national sample. Forty-five nurses working in government and nongovernment schools in every state and territory of Australia participated. Interviews were analyzed using inductive content analysis ( Elo & Kyngas, 2008). Six distinct domains of practice characterized nursing work in Australian schools: (i) responding to diverse …

Women Are Discriminated Against On The Basis Of Sex: Anti-Trans Epistemologies In Australian Universities, Emily M. Gray, Jacqueline Ullman, Mindy Blaise

Research outputs 2022 to 2026

This article offers an analysis of qualitative data from a multi-phased project entitled Understanding and Addressing Everyday Sexisms in Australian Universities. The project’s key aim was to improve the ways in which gender-based discrimination is understood and addressed in Australian universities. It achieved this aim through adopting a situated, intersectional, and creative approach to data generation and analysis. The authors examine data from phase three of the project, a large-scale survey that was distributed across 12 of Australia’s 39 public universities, yielding 1257 responses. The survey was designed to encourage academic staff of all genders to participate and aimed to …

Investigating Policy Enactment In Community Sport Coaching: Directions For Future Research, Ben Ives, Dawn Penney, Jimmy O’Gorman, Adam J. Nichol, Paul Potrac, Lee Nelson

Research outputs 2022 to 2026

This article calls for a sophisticated investigation of policy enactment in sport-related environments, with community sport coaching used as an example case. Emphasis is placed on the need for in-depth empirical research into and theorisation of: 1) political skills involved in the enactment of policy; 2) emotion management when enacting policy; 3) performative and fabricated aspects of policy enactment; and 4) impacts of policy enactment for the health and wellbeing of workers. In doing so, this article challenges scholars to move beyond the study of policy actor types and to develop more nuanced understandings of the political, economic, organisational, interpersonal, …

It Was Part Of The Plan, So I Showed Up: An Exploration Of Patient Experiences With An Embedded Exercise Referral Process During Cancer Treatment, Mary A. Kennedy, Jack Dalla Via, Kim Edmunds, Pam Eldridge, Yvonne Zissiadis, Lauren Fortington

Research outputs 2022 to 2026

Introduction: Exercise is a key part of cancer care, yet its integration into routine practice remains limited. This study explored the experiences of people living with and beyond cancer, with an updated, opt-out referral model embedded within a supportive oncology setting, focusing on initial engagement with exercise physiology appointments. Through this model, patients were automatically scheduled for a consultation with an in-house exercise professional during their cancer treatment. Methods: A qualitative descriptive design comprised of two focus groups with 13 participants was employed to explore views across pre-defined elements of the model: referral to exercise, appointments, counselling, and tailoring. Results: …

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 …

When Caring Depletes: The Paradox Of Leading Employee Wellbeing During A Prolonged Crisis – Evidence From The Australian Resources Sector, Michael Mayom Ajith, Andrei Alexander Lux, Michelle Striepe, Tim Andrew Bentley

Research outputs 2022 to 2026

Purpose: The protracted COVID-19 crisis placed substantial demands on managers in the Australian resources industry. While workers' wellbeing received increased attention during this period, much less is known about how managers sustained their own wellbeing while providing care, reassurance, and operational continuity. Drawing on the JD–R model, paradox theory, and moral strain perspectives, we examine wellbeing-oriented leadership during a sustained crisis. We focus on how leadership behaviour operated as both a resource for employees and a demand on managers, shaping their own wellbeing experiences and leadership identity.

Design/methodology/approach: An interpretative phenomenological approach (IPA) was employed. Semi-structured interviews were conducted with …

A Biographic-Narrative Of The Masquerade Collections Of Alhassan Mahamudu Saliga: Reechoing The Textile Art Future, Kweku Safo-Ankama, Enock Swanzy-Impraim

Research outputs 2022 to 2026

This study explores the biographical narratives of Alhassan Mahamudu Saliga’s masquerade collections. It examines his innovative textile art practices and their integration into Winneba masquerade culture. An in-depth narrative analysis was employed to interpret and construct his life story, facilitating an understanding of biographical data. The researchers employed interviews, observations, and document reviews as data collection instruments. The interviews focused on four key aspects: design concepts, construction techniques, material selection, and the benefits of using recycled materials. The findings revealed that Alhassan Mahamudu Saliga has been a prominent masquerade costume designer from 1984 to 2025. It was discovered that the …

Crossing Borders For Transformative Professional Learning About Health And Physical Education Policy Through The Policy Process Case Method, Jenna R. Lorusso, Kellie Baker, Chris Clark, Muhammad Jafar, Dylan Scanlon, Laura Alfrey, David Aldous

Research outputs 2022 to 2026

The Policy Process Case Method (PPCM) is a recent innovation for (health and physical) education professionals to transform their complex policy experiences into practical insights. This method engages professionals across roles and geographical borders in sustained reflexive dialogue to collaboratively interrogate their policy experiences through policy theories. In this ∼1.5-year PPCM investigation, our group (i.e. two curriculum officers, one department head, and one researcher, from four nations) engaged in the following process. First, each practitioner shared a policy experience, including advocating for school policy change, developing provincial/state curricula, and implementing provincial/state curricula. The researcher identified relevant policy theories through which …

Diasporic Challenges, Domestic Abuse And Patriarchal Norms Experienced By Migrant Pakistani Women In Australia, Safia Iftikhar, Shajimon Peter, Vicki Banham, Elizabeth Reid Boyd

Research outputs 2022 to 2026

This article examines diasporic challenges, domestic abuse and patriarchal ideologies that constitute unique diasporic lives of first-generation migrant married Pakistani women (MPW) in Australia. For this qualitative study, 21 MPW residing in Australia were recruited for semi-structured in-depth interviews. Results from the interpretative phenomenological analysis of data revealed the diasporic encounters MPW face in Australia and the influence of patriarchal ideology on their lives in navigating those encounters. MPW’s responses to patriarchal norms in their married lives fell on a spectrum, which include conformation to the norms of patriarchal familial structures on the one side and resistance and bargaining against …

Emerging Blood-Based Biomarkers For The Detection Of Parenchymal Brain Metastasis: Current Progress And Future Perspectives, Désirée Sexauer, Elin S. Gray, Helen Rizos, Pauline Zaenker, Aaron B. Beasley

Research outputs 2022 to 2026

Parenchymal brain metastases of solid malignancies remain a significant clinical challenge, as they are often detected at later symptomatic stages, which are typically associated with worse prognosis. Delayed detection limits treatment options and contributes to poor outcomes, while early detection is critical for improving patient outcomes and quality of life. In this comprehensive review, we investigated the potential use and challenges of blood-based biomarkers, including circulating tumor cells, cell-free DNA, noncoding RNAs, extracellular vesicles, proteins, and other immune-related biomarkers, for the early detection of parenchymal brain metastasis. The use of blood-based liquid biopsies offers a promising avenue for early detection …

Leading With Purpose: Uncovering The Impact Of Inclusive Leadership And Meaningful Work On Work Passion, Azadeh Shafaei, Mehran Nejati

Research outputs 2022 to 2026

Work passion is a critical driver of employee wellbeing, engagement, and performance; however, organisations often struggle to cultivate it effectively. Understanding what fosters work passion is essential because it not only deepens insight into employee motivation but also enables organisations to enhance passion and its positive outcomes. Despite growing interest, research has primarily focused on individual traits, leaving the role of organisational and leadership factors under-explored. To bridge this gap, we extend the Employee Work Passion Appraisal (EWPA) framework by examining how inclusive leadership and meaningful work influence employees’ work passion and whether the psychological authenticity climate mediates these relationships. …

Patients’ And Health Professionals’ Perspectives On Transforming The Burden Of Haemodialysis (Hd) Treatment To An Opportunity: An In-Depth Qualitative Investigation, Haseeba Shouket, Eyal Gringart, Deirdre Drake, Ulrich Steinwandel

Research outputs 2022 to 2026

Most patients with End Stage Kidney Failure (ESKF) in Pakistan must undergo maintenance haemodialysis (HD) to survive. Session duration and the often lifelong nature of this treatment, along with other factors associated with HD, make it difficult to tolerate. This study took a positive psychological perspective and considered that HD sessions’ duration, which has been a major challenge for HD patients, can be turned to an opportunity for patients’ meaningful engagement. Such meaningful engagement can positively transform Pakistani patients’ experience of HD and extend into their lives outside HD. Twenty-four HD patients and six healthcare professionals were interviewed to explore …

Crafting The Inspirational Teacher: Governing Through Affect As Policy Response To Teacher Recruitment In Australia, Saul Karnovsky, Brad Gobby, George Variyan, Andrew W. Wilkins, Antonio Olmedo

Research outputs 2022 to 2026

As policymakers address a teacher attrition crisis, this paper examines how the Australian policy response mobilises affect to address and manage teacher recruitment. Drawing on affect theory and governmentality, we analyse a case study–the Australian Government’s Be That Teacher campaign–as a policy instrument that seeks to cultivate among would-be-teachers desirable feelings and aspirations aligned with state priorities. Our analysis shows how a sentimental and idealised figure of the ‘inspirational’ teacher is mobilised as a form of affective governmentality through two interconnected dynamics: (1) the construction of teaching as emotionally fulfilling and morally meaningful work through narratives of inspiration, care, and …

From Flexibility To Friction: Intended And Unintended Consequences Of Hot-Desking In Workplaces, Cheuk Hang Au, Lin Yue, Siqi Gao, Guanglei Cheng

Research outputs 2022 to 2026

Purpose: This study aims to theorize the tensions of hot-desking. Moving beyond its surface-level effects, we explain its complex impact on employee well-being and organizational conflict.

Design/methodology/approach: Using a multi-platform netnographic approach, we analyzed unsolicited discussions from online communities to capture diverse, authentic experiences across Eastern and Western contexts.

Findings: Grounded in technology affordance and constraints theory (TACT), our central finding is that hot-desking's affordances and constraints are dynamically co-produced. The organizational affordance of space efficiency is directly experienced by employees as a constraint of spatial insecurity and resource deprivation. This core tension fuels emergent social conflicts, such as senior …

Human Resource Development Practices And Employee-Focused Voice: A Conceptual Model And Research Agenda, Hossein Ali Abadi, Andreas Wallo, Daniel Lundqvist, Alan Coetzer, Janice Redmond

Research outputs 2022 to 2026

Critical theorists contend HRD has prioritized managerial interests over employee well-being. Some have advocated an ethics of care approach, emphasizing employee needs and well-being. However, there are few models to guide research on integrating care-oriented practices. We adopt a mutual gains perspective, proposing that HRD practices can enhance performance and employee well-being through employee-focused voice. HRD has overlooked voice, which is well-theorized in HRM. To address this gap, we conceptualize how key practices can foster employee-focused voice. We adapt and extend Nishii and Wright’s (2008) HR process model, integrate leadership styles, and develop propositions to guide studies on facilitating voice.

Nurses' Perceptions Of Their Non-Technical Skills In Recognising And Responding To Clinical Deterioration In Hospital Settings: A Systematic Review, Darlene Archer, Amineh Rashidi, Rajbeer Kaur, Allison Roderick, Olivia Gallagher

Research outputs 2022 to 2026

Aim: To understand nurses' perceptions of non-technical skills in recognising and responding to clinical deterioration in hospital settings.

Design: A mixed methods systematic review was undertaken, guided by the Joanna Briggs Institute Manual for Evidence Synthesis.

Methods: A systematic search of the primary research literature published between 2012 and October 2025 was undertaken. A convergent integrated approach to synthesis, without meta-analysis, was undertaken.

Data Sources: The MEDLINE, CINAHL, Scopus, PsychInfo and Embase electronic databases were searched. Reference lists of full-text articles retrieved were reviewed for additional data sources.

Results: Twenty-four primary studies were included. Narrative synthesis resulted in six main …

Efficacy And Safety Of Tai Chi For Chronic Musculoskeletal Pain: A Systematic Review And Meta-Analysis, Shun Chen, Weiting Liu, Qinwei Fu, Mingyu Huang, Weilan Lin, Yanting Ding, Ming Li

Research outputs 2022 to 2026

Objectives: Tai Chi, a form of complementary intervention emphasizing breathing and mind-body connection, is increasingly recognized for its potential in pain management. This review aims to synthesize current evidence on the efficacy and safety of Tai Chi for chronic musculoskeletal pain management in adults. Design: Systematic review and meta-analysis. Data sources: AMED, EMBASE, MEDLINE, WoS, CBM, CNKI, VIP, Wanfang Databases, CENTRAL, and WHO ICTRP were searched from database inception through May 2025, with an additional supplementary search conducted in January 2026. Eligibility criteria for selecting studies: We included randomized controlled trials (RCTs) comparing Tai Chi with other interventions for chronic …

Success Criteria: Sustainable Efficacy In Australian Farmer Groups, David K. Mckenzie, Janine Joyce, Kerstin K. Zander, Penelope A.S. Wurm, Kim M. Caudwell

Research outputs 2022 to 2026

Purpose: To examine the factors and processes that sustain the efficacy of farmer groups as extension intermediaries for influencing collective innovation, and knowledge co-creation and exchange. Design/Methodology/Approach: Data was collected from farmer interviews, focus groups, and the published digital documents of five farmer groups across SE Australia. A grounded theory mixed-methods approach was used for data collection and analysis, aided by Atlas software in constructing concepts and a concept map representing group processes. Findings: The ability of groups to influence farm innovation, and farmer learning and knowledge co-creation, depends on the group efficacy. Group identity in advancing farmer interests and …

Lived Experience Of Secondary Vicarious Trauma Among The Tegaru Australian Diaspora In The Postwar Context Of Tigray, Hailay Abrha Gesesew, Fauk, Kiflu Gebremicael Tesfamicael, Gebremeskel Mamu Werid, Lillian Mwanri, Amanuel Gebremedhin, Kidane Gebremariam, Semira Hailu, Kalayu Brhane Mruts, Michael Musker, Fisaha Haile Tesfay, Azeb Gebresilassie Tesema, Paul Ward

Research outputs 2022 to 2026

Background: The war in Tigray has caused humanitarian and public health crises in North Ethiopia in addition to a high prevalence of mental health symptoms among the Tegaru (people from Tigray) diaspora in Australia. To date, there have been no studies that have explored mechanisms of vicarious mental health and resilience among Tegaru diasporas in Australia. Methods: We conducted 14 in-depth interviews with Tegaru people living in South Australia from September 2023 to June 2024. Data analysis involved an initial stage of open coding, followed by conceptual coding. We also applied “interanalyst validity” to validate the code of framework. Results: …

Refuelling Behaviour And Electric Vehicle Uptake: Evidence From A Behavioural Transition Framework In Western Australia, Navid Hashemi Taba, Khatavakhotan

Research outputs 2022 to 2026

This study examined how refuelling routines, price responsiveness and discount expectations relate to readiness to replace a conventional petrol vehicle with an electric vehicle in Western Australia. A structured survey of nonelectric vehicle owners was administered in Perth (n = 442; conventional petrol n = 408; hybrid n = 34). Protocol-based cleaning and distributional diagnostics guided nonparametric inference and segmentation. Refuelling frequency comparisons between conventional and hybrid vehicle owners indicated higher visit frequency and monthly consumption among the former (monthly consumption: median 150 L vs. 92 L; U = 6963.5, z = 4.48, p < 0.001), whereas within conventional vehicle owners, no significant association was observed between monthly consumption and stated willingness to adopt an electric vehicle (U = 6633.0, p = 0.671). Expected petrol price discounts were tightly centred (median 10%; interquartile range 5%–15%), yet cluster analysis revealed a distinct segment combining high discount expectations (≈22%) and higher monthly consumption (∼211 L). Correlation between consumption and discount expectations was negligible (r ≈ 0.03, p > 0.05). These findings suggest that adoption-related …