Aaron Koay
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Aaron Koay has a total of 59 co-authors. Here are the top co-authors by number of shared publications:
- Andrew James Williams
University of Edinburgh
2 shared publications Audrey Prost
2 shared publications- Conor Buggy
School of Public Health, Physiotherapy and Sports Science; Centre for Safety and Health at Work, University College Dublin, Dublin, Ireland
2 shared publications - Des Crowley
School of Medicine, University College Dublin
2 shared publications - Haoyue Guo
Institute for Global Health, University College London, London, United Kingdom
2 shared publications - Huimin Chong2 shared publications
Latest Publications
- Open Access
- 2 November 2026
- Published by Center for Open Science in SocArXiv
Intersectionality in health policy analysis: A scoping review
Introduction: Intersectionality is increasingly applied in health policy analysis, but its operationalisation has not been systematically examined. Methods: Following JBI guidance, this scoping review aimed to map the application of intersectionality in health policy analysis. Six bibliographic databases were systematically searched, supplemented by Google Scholar and backward citation searching. Two reviewers independently screened the retrieved records. Data were extracted using a bespoke theory-informed framework, examining six dimensions: conceptual clarity, analytical modality, categorical complexity, epistemic diversity, positionality and reflexivity, and transformative potential. Results: Of 131 included records, 78.6% were published from 2020 onwards. Among classifiable records, 81.4% of first authors were coded as women (105/129), and 78.7% were affiliated with institutions in high-income economies (100/127). Analyses were overwhelmingly retrospective (96.9%) and only 9.2% drew on theories of policy processes, governance, or political economy. Although 89.3% cited intersectionality scholarship, only 71.8% explicitly defined intersectionality and 20.6% applied a named intersectionality-informed policy analysis approach. Most records examined intersectional disadvantage without considering relative privilege (62.6%). Gender/sex was the axis most frequently selected a priori (80.0%) and most often given primacy. Reporting of participatory engagement (23.7%), positionality (33.6%), and deliberate reflexivity practices (8.4%) were uncommon. Most proposed policy or practice recommendations (88.5%), but only 29.3% of these explicitly called for liberation from oppression. Few reported challenges in applying intersectionality (9.2%) or proposed methodological improvements (6.9%). Conclusion: Overall, the adoption of intersectionality in health policy analysis has not been matched by consistent theoretical and methodological integration. Guidance is provided to support methodological application that is more theoretically grounded and oriented towards the redistribution of power and privilege.
- 2 November 2026
- Published by Center for Open Science in SocArXiv
Open AccessIntersectionality in health policy analysis: A scoping review
Introduction: Intersectionality is increasingly applied in health policy analysis, but its operationalisation has not been systematically examined. Methods: Following JBI guidance, this scoping review aimed to map the application of intersectionality in health policy analysis. Six bibliographic databases were systematically searched, supplemented by Google Scholar and backward citation searching. Two reviewers independently screened the retrieved records. Data were extracted using a bespoke theory-informed framework, examining six dimensions: conceptual clarity, analytical modality, categorical complexity, epistemic diversity, positionality and reflexivity, and transformative potential. Results: Of 131 included records, 78.6% were published from 2020 onwards. Among classifiable records, 81.4% of first authors were coded as women (105/129), and 78.7% were affiliated with institutions in high-income economies (100/127). Analyses were overwhelmingly retrospective (96.9%) and only 9.2% drew on theories of policy processes, governance, or political economy. Although 89.3% cited intersectionality scholarship, only 71.8% explicitly defined intersectionality and 20.6% applied a named intersectionality-informed policy analysis approach. Most records examined intersectional disadvantage without considering relative privilege (62.6%). Gender/sex was the axis most frequently selected a priori (80.0%) and most often given primacy. Reporting of participatory engagement (23.7%), positionality (33.6%), and deliberate reflexivity practices (8.4%) were uncommon. Most proposed policy or practice recommendations (88.5%), but only 29.3% of these explicitly called for liberation from oppression. Few reported challenges in applying intersectionality (9.2%) or proposed methodological improvements (6.9%). Conclusion: Overall, the adoption of intersectionality in health policy analysis has not been matched by consistent theoretical and methodological integration. Guidance is provided to support methodological application that is more theoretically grounded and oriented towards the redistribution of power and privilege.
- Open Access
- 30 September 2026
- Published by Public Library of Science (PLoS) in PLOS Global Public Health
- Vol. 6 (9) , e0007292
How (not) to write about health equity
- 30 September 2026
- Published by Public Library of Science (PLoS) in PLOS Global Public Health
- Vol. 6 (9) , e0007292
Open AccessHow (not) to write about health equity
- Open Access
- 9 September 2026
- Published by JMIR Publications Inc. in JMIR Preprints
Theoretical approaches in studying access to digital health services in rural contexts in high-income countries: a scoping review (Preprint)
BACKGROUND Digital services are increasingly used in healthcare; however, access to these services may be hindered by several factors. People residing in rural areas may face additional challenges. Rural digital healthcare access is a complex and interdisciplinary topic; to what extent this complexity is captured and theorised in extant research remains unclear. OBJECTIVE We aimed to review the theoretical approaches used in previous studies on digital healthcare access in rural areas, specifically to identify the frameworks used and the application of intersectionality. METHODS We searched MEDLINE, Embase, CINAHL Plus, and Scopus for literature related to digital health access in rural areas in high-income countries. Search results were screened, extracted, and analysed with basic content analysis. RESULTS We included 101 studies in the analysis. Conceptual frameworks came from research fields of technology acceptance, healthcare access, and implementation research. The most used frameworks were the Technology Acceptance Model, the Unified Theory of Acceptance and Use of Technology, Andersen’s behavioural model, Levesque’s patient-centred framework, and the Consolidated Framework for Implementation Research. Forty-two studies focused on populations with some intersecting inequities, but none mentioned intersectionality specifically. CONCLUSIONS All frameworks have their own limitations, especially when crossing disciplines in the specific rural context. We urge researchers to acknowledge these limitations and consider interdisciplinary frameworks. There is a need to theoretically approach the issue of inequity in this topic, and we recommend using equity-based frameworks for a comprehensive and intersectional understanding.
- 9 September 2026
- Published by JMIR Publications Inc. in JMIR Preprints
Open AccessTheoretical approaches in studying access to digital health services in rural contexts in high-income countries: a scoping review (Preprint)
BACKGROUND Digital services are increasingly used in healthcare; however, access to these services may be hindered by several factors. People residing in rural areas may face additional challenges. Rural digital healthcare access is a complex and interdisciplinary topic; to what extent this complexity is captured and theorised in extant research remains unclear. OBJECTIVE We aimed to review the theoretical approaches used in previous studies on digital healthcare access in rural areas, specifically to identify the frameworks used and the application of intersectionality. METHODS We searched MEDLINE, Embase, CINAHL Plus, and Scopus for literature related to digital health access in rural areas in high-income countries. Search results were screened, extracted, and analysed with basic content analysis. RESULTS We included 101 studies in the analysis. Conceptual frameworks came from research fields of technology acceptance, healthcare access, and implementation research. The most used frameworks were the Technology Acceptance Model, the Unified Theory of Acceptance and Use of Technology, Andersen’s behavioural model, Levesque’s patient-centred framework, and the Consolidated Framework for Implementation Research. Forty-two studies focused on populations with some intersecting inequities, but none mentioned intersectionality specifically. CONCLUSIONS All frameworks have their own limitations, especially when crossing disciplines in the specific rural context. We urge researchers to acknowledge these limitations and consider interdisciplinary frameworks. There is a need to theoretically approach the issue of inequity in this topic, and we recommend using equity-based frameworks for a comprehensive and intersectional understanding.
- Open Access
- 2 September 2026
- Published by Elsevier in The Lancet Global Health
Beyond the metrification of diversity: compositional and relational equity in global health representation
- 2 September 2026
- Published by Elsevier in The Lancet Global Health
Open AccessBeyond the metrification of diversity: compositional and relational equity in global health representation
- Open Access
- 18 June 2026
- Published by Elsevier in SSRN Electronic Journal
Theoretical Approaches in Studying Access to Digital Health Services in Rural Contexts in High-Income Countries: A Scoping Review
Background: Digital services are increasingly used in healthcare; however, access to these services may be hindered by several factors. People residing in rural areas may face additional challenges. Rural digital healthcare access is a complex and interdisciplinary topic; to what extent this complexity is captured and theorised in extant research remains unclear. Aim: We aimed to review the theoretical approaches used in previous studies on digital healthcare access in rural areas, specifically to identify the frameworks used and the application of intersectionality. Methods: We searched MEDLINE, Embase, CINAHL Plus, and Scopus for literature related to digital health access in rural areas in high-income countries. Search results were screened, extracted, and analysed with basic content analysis. Results: We included 101 studies in the analysis. Conceptual frameworks came from research fields of technology acceptance, healthcare access, and implementation research. The most used frameworks were the Technology Acceptance Model, the Unified Theory of Acceptance and Use of Technology, Andersen’s behavioural model, Levesque’s patient-centred framework, and the Consolidated Framework for Implementation Research. Forty-two studies focused on populations with some intersecting inequities, but none mentioned intersectionality specifically. Conclusion: All frameworks have their own limitations, especially when crossing disciplines in the specific rural context. We urge researchers to acknowledge these limitations and consider interdisciplinary frameworks. There is a need to theoretically approach the issue of inequity in this topic, and we recommend using equity-based frameworks for a comprehensive and intersectional understanding.
- 18 June 2026
- Published by Elsevier in SSRN Electronic Journal
Open AccessTheoretical Approaches in Studying Access to Digital Health Services in Rural Contexts in High-Income Countries: A Scoping Review
Background: Digital services are increasingly used in healthcare; however, access to these services may be hindered by several factors. People residing in rural areas may face additional challenges. Rural digital healthcare access is a complex and interdisciplinary topic; to what extent this complexity is captured and theorised in extant research remains unclear. Aim: We aimed to review the theoretical approaches used in previous studies on digital healthcare access in rural areas, specifically to identify the frameworks used and the application of intersectionality. Methods: We searched MEDLINE, Embase, CINAHL Plus, and Scopus for literature related to digital health access in rural areas in high-income countries. Search results were screened, extracted, and analysed with basic content analysis. Results: We included 101 studies in the analysis. Conceptual frameworks came from research fields of technology acceptance, healthcare access, and implementation research. The most used frameworks were the Technology Acceptance Model, the Unified Theory of Acceptance and Use of Technology, Andersen’s behavioural model, Levesque’s patient-centred framework, and the Consolidated Framework for Implementation Research. Forty-two studies focused on populations with some intersecting inequities, but none mentioned intersectionality specifically. Conclusion: All frameworks have their own limitations, especially when crossing disciplines in the specific rural context. We urge researchers to acknowledge these limitations and consider interdisciplinary frameworks. There is a need to theoretically approach the issue of inequity in this topic, and we recommend using equity-based frameworks for a comprehensive and intersectional understanding.
- 11 December 2025
- Published by Elsevier in The Lancet Regional Health - Western Pacific
- Vol. 65
Strengthening ASEAN's preparedness architecture: from fragmented efforts to a regional evidence and Policy Hub
- 11 December 2025
- Published by Elsevier in The Lancet Regional Health - Western Pacific
- Vol. 65
Strengthening ASEAN's preparedness architecture: from fragmented efforts to a regional evidence and Policy Hub
- Top Cited PapersOpen Access
- 16 July 2025
- Published by Elsevier in The Lancet Public Health
- Vol. 10 (9) , e784-e793
Outreach health-care services for people experiencing exclusion in high-income countries
- 16 July 2025
- Published by Elsevier in The Lancet Public Health
- Vol. 10 (9) , e784-e793
Top Cited PapersOpen AccessOutreach health-care services for people experiencing exclusion in high-income countries
- Open Access
- 12 December 2024
- Published by SAGE Publications in Qualitative Health Research
- Vol. 35 (13) , 1464-1480
What Obstructs Health Policy Implementation? A Multi-Method Qualitative Case Study of the Delayed Deployment of Community Pharmacies in Ireland’s National COVID-19 Vaccination Programme
During the COVID-19 pandemic, there were months of delay in deploying community pharmacies for the National COVID-19 Vaccination Programme in Ireland. We aimed to explore what may have accounted for this delay between 15th December 2020 (publication of policies) and 14th June 2021 (commencement of community pharmacy–based vaccination). We carried out a multi-method qualitative case study that involved engaging with 11 stakeholders, reviewing 246 documents, and conducting semi-structured interviews with 11 policy elites. Using reflexive thematic analysis, we developed three themes. The first provides evidence that the delay was, in part, due to operational barriers related to the logistical and safety aspects of the Programme. The second, on the other hand, presents a perspective that the delay was unreasonable as it was based on perceived deficits in community pharmacies. Finally, the third highlights the inability of the pharmacy profession to influence health policy due to a lack of strategic and cohesive leadership and the dominance of the medical profession. Overall, we argue that the delay can be explained by a complex interplay between technical, socio-political, institutional, and regulatory factors, underpinned by a chronic lack of strategic direction for pharmacy in the Irish health system.
- 12 December 2024
- Published by SAGE Publications in Qualitative Health Research
- Vol. 35 (13) , 1464-1480
Open AccessWhat Obstructs Health Policy Implementation? A Multi-Method Qualitative Case Study of the Delayed Deployment of Community Pharmacies in Ireland’s National COVID-19 Vaccination Programme
During the COVID-19 pandemic, there were months of delay in deploying community pharmacies for the National COVID-19 Vaccination Programme in Ireland. We aimed to explore what may have accounted for this delay between 15th December 2020 (publication of policies) and 14th June 2021 (commencement of community pharmacy–based vaccination). We carried out a multi-method qualitative case study that involved engaging with 11 stakeholders, reviewing 246 documents, and conducting semi-structured interviews with 11 policy elites. Using reflexive thematic analysis, we developed three themes. The first provides evidence that the delay was, in part, due to operational barriers related to the logistical and safety aspects of the Programme. The second, on the other hand, presents a perspective that the delay was unreasonable as it was based on perceived deficits in community pharmacies. Finally, the third highlights the inability of the pharmacy profession to influence health policy due to a lack of strategic and cohesive leadership and the dominance of the medical profession. Overall, we argue that the delay can be explained by a complex interplay between technical, socio-political, institutional, and regulatory factors, underpinned by a chronic lack of strategic direction for pharmacy in the Irish health system.
- Open Access
LGBT+ Youth Perspectives on Sexual Orientation and Gender Identity Questions in the Growing Up in Ireland Survey: A Qualitative Study
The increasing importance of identifying lesbian, gay, bisexual and transgender (LGBT+) populations is a key driver in changes to demographic data collection in representative surveys of youth. While such population-based data are rare, Growing Up in Ireland (GUI), an Irish, government-funded, longitudinal survey, includes sexual orientation and gender identity (SOGI) measurements. This qualitative study responds to a query from the GUI study team and aims to identify how best to collect SOGI data in future waves of GUI. A university Human Research Ethics Committee granted approval for online consultations with LGBT+ youth (n = 6) with experiential expertise in policy making. The research is underpinned by rights-based public patient involvement (PPI) with recorded discussions, which were transcribed and imported into NVivo 12, generating the theme “recognition in research, policy and society”. This co-created article, with the LGBT+ young PPI Panel members, commends the inclusion of SOGI data in GUI and recommends changes in question placement and phrasing. Aligning with best practice, the PPI members provide a template for wording on consecutive sex and gender questions, expanded sexual orientation identity categories and maintaining the existing well-phrased transgender question from GUI. This offers potential to improve the quality of the SOGI data collected and the experience of those completing the questionnaire. These findings extend beyond GUI, with relevance for surveys with youth populations. This paper underscores the potential and benefits of participatory approaches to research with youth and views their role beyond simply as sources of data.
Open AccessLGBT+ Youth Perspectives on Sexual Orientation and Gender Identity Questions in the Growing Up in Ireland Survey: A Qualitative Study
The increasing importance of identifying lesbian, gay, bisexual and transgender (LGBT+) populations is a key driver in changes to demographic data collection in representative surveys of youth. While such population-based data are rare, Growing Up in Ireland (GUI), an Irish, government-funded, longitudinal survey, includes sexual orientation and gender identity (SOGI) measurements. This qualitative study responds to a query from the GUI study team and aims to identify how best to collect SOGI data in future waves of GUI. A university Human Research Ethics Committee granted approval for online consultations with LGBT+ youth (n = 6) with experiential expertise in policy making. The research is underpinned by rights-based public patient involvement (PPI) with recorded discussions, which were transcribed and imported into NVivo 12, generating the theme “recognition in research, policy and society”. This co-created article, with the LGBT+ young PPI Panel members, commends the inclusion of SOGI data in GUI and recommends changes in question placement and phrasing. Aligning with best practice, the PPI members provide a template for wording on consecutive sex and gender questions, expanded sexual orientation identity categories and maintaining the existing well-phrased transgender question from GUI. This offers potential to improve the quality of the SOGI data collected and the experience of those completing the questionnaire. These findings extend beyond GUI, with relevance for surveys with youth populations. This paper underscores the potential and benefits of participatory approaches to research with youth and views their role beyond simply as sources of data.
- Open Access
- 10 January 2023
- Published by F1000 Research Ltd in HRB Open Research
- Vol. 6, 4
The medication self-management work system of patients and informal carers from a human factors & ergonomics perspective: A scoping review protocol
Background: Healthcare is increasingly delivered closer to the patients’ homes, which increases the level of responsibility that patients and informal carers take for managing their medication-taking, although this is associated with hazards. Medication self-management has been conceptualised as work taking place in non-formal settings (e.g., households), which are complex systems. Human factors and ergonomics (HFE) models provide a framework for studying such systems. The Systems Engineering Initiative for Patient Safety (SEIPS) is one framework that considers work system elements and how they interact with each other to shape processes that lead to outcomes (e.g., safety). Given the increasing amount of diverse research on patient and carer work and on system-shaping factors, the objectives of this review are to: (i) identify available evidence in a structured and systems-oriented way, (ii) explore approaches that have been applied and (iii) highlight research gaps. Methods: An evidence-informed patient, public and carer involvement (PPCI) approach will be implemented at all post-protocol stages to ensure the relevance, uptake and translation of the scoping review. The review will systematically search MEDLINE, Embase, PsycInfo, CINAHL and Web of Science to identify relevant qualitative studies. The methodological approach will be guided by Johanna Briggs Institute methodology and will be reported according to the PRISMA-ScR standards. Data charting and qualitative content analysis directed by SEIPS will explore how the work system and its constituting elements have been described in the literature and identify specific gaps and opportunities for future research. Borrowing from realist approaches, included studies will be assessed in terms of richness and relevance to our review question. Discussion: Strengths of this scoping review include PPCI and a converging focus on medication safety, medication self-management and HFE. Ultimately, this approach will advance our understanding of this complex system and guide opportunities to broaden and strengthen the evidence base.
- 10 January 2023
- Published by F1000 Research Ltd in HRB Open Research
- Vol. 6, 4
Open AccessThe medication self-management work system of patients and informal carers from a human factors & ergonomics perspective: A scoping review protocol
Background: Healthcare is increasingly delivered closer to the patients’ homes, which increases the level of responsibility that patients and informal carers take for managing their medication-taking, although this is associated with hazards. Medication self-management has been conceptualised as work taking place in non-formal settings (e.g., households), which are complex systems. Human factors and ergonomics (HFE) models provide a framework for studying such systems. The Systems Engineering Initiative for Patient Safety (SEIPS) is one framework that considers work system elements and how they interact with each other to shape processes that lead to outcomes (e.g., safety). Given the increasing amount of diverse research on patient and carer work and on system-shaping factors, the objectives of this review are to: (i) identify available evidence in a structured and systems-oriented way, (ii) explore approaches that have been applied and (iii) highlight research gaps. Methods: An evidence-informed patient, public and carer involvement (PPCI) approach will be implemented at all post-protocol stages to ensure the relevance, uptake and translation of the scoping review. The review will systematically search MEDLINE, Embase, PsycInfo, CINAHL and Web of Science to identify relevant qualitative studies. The methodological approach will be guided by Johanna Briggs Institute methodology and will be reported according to the PRISMA-ScR standards. Data charting and qualitative content analysis directed by SEIPS will explore how the work system and its constituting elements have been described in the literature and identify specific gaps and opportunities for future research. Borrowing from realist approaches, included studies will be assessed in terms of richness and relevance to our review question. Discussion: Strengths of this scoping review include PPCI and a converging focus on medication safety, medication self-management and HFE. Ultimately, this approach will advance our understanding of this complex system and guide opportunities to broaden and strengthen the evidence base.