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Jan C, He M, Vingrys A, Zhu Z, Stafford RS. Diagnosing glaucoma in primary eye care and the role of Artificial Intelligence applications for reducing the prevalence of undetected glaucoma in Australia. Eye (Lond) 2024; 38:2003-2013. [PMID: 38514852 PMCID: PMC11269618 DOI: 10.1038/s41433-024-03026-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 02/05/2024] [Accepted: 03/08/2024] [Indexed: 03/23/2024] Open
Abstract
Glaucoma is the commonest cause of irreversible blindness worldwide, with over 70% of people affected remaining undiagnosed. Early detection is crucial for halting progressive visual impairment in glaucoma patients, as there is no cure available. This narrative review aims to: identify reasons for the significant under-diagnosis of glaucoma globally, particularly in Australia, elucidate the role of primary healthcare in glaucoma diagnosis using Australian healthcare as an example, and discuss how recent advances in artificial intelligence (AI) can be implemented to improve diagnostic outcomes. Glaucoma is a prevalent disease in ageing populations and can have improved visual outcomes through appropriate treatment, making it essential for general medical practice. In countries such as Australia, New Zealand, Canada, USA, and the UK, optometrists serve as the gatekeepers for primary eye care, and glaucoma detection often falls on their shoulders. However, there is significant variation in the capacity for glaucoma diagnosis among eye professionals. Automation with Artificial Intelligence (AI) analysis of optic nerve photos can help optometrists identify high-risk changes and mitigate the challenges of image interpretation rapidly and consistently. Despite its potential, there are significant barriers and challenges to address before AI can be deployed in primary healthcare settings, including external validation, high quality real-world implementation, protection of privacy and cybersecurity, and medico-legal implications. Overall, the incorporation of AI technology in primary healthcare has the potential to reduce the global prevalence of undiagnosed glaucoma cases by improving diagnostic accuracy and efficiency.
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Affiliation(s)
- Catherine Jan
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia.
- Ophthalmology, Department of Surgery, Faculty of Medicine, Dentistry & Health Sciences, University of Melbourne, Melbourne, VIC, Australia.
- Lost Child's Vision Project, Sydney, NSW, Australia.
| | - Mingguang He
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia
- Ophthalmology, Department of Surgery, Faculty of Medicine, Dentistry & Health Sciences, University of Melbourne, Melbourne, VIC, Australia
- Centre for Eye and Vision Research, The Hong Kong Polytechnic University, Kowloon, TU428, Hong Kong SAR
| | - Algis Vingrys
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia
- Ophthalmology, Department of Surgery, Faculty of Medicine, Dentistry & Health Sciences, University of Melbourne, Melbourne, VIC, Australia
- Department of Optometry and Vision Sciences, The University of Melbourne, Melbourne, VIC, Australia
| | - Zhuoting Zhu
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia
- Ophthalmology, Department of Surgery, Faculty of Medicine, Dentistry & Health Sciences, University of Melbourne, Melbourne, VIC, Australia
| | - Randall S Stafford
- Stanford Prevention Research Center, Stanford University School of Medicine, Stanford, CA, USA
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McKinstry C, Quilliam C, Crawford N, Thompson J, Sizer SM. Location and access to health courses for rural students: an Australian audit. BMC MEDICAL EDUCATION 2024; 24:806. [PMID: 39075529 PMCID: PMC11285131 DOI: 10.1186/s12909-024-05787-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 07/16/2024] [Indexed: 07/31/2024]
Abstract
BACKGROUND The undersupply of health professionals in rural areas impacts healthcare access for those living in rural Australia. A strategy to increase the rural health workforce is to recruit and educate rural people. However, long-standing inequities for rural Australians in accessing tertiary education persist. The aim of this study was to audit the 2023 offerings of Australian allied health, nursing, dental and medical university courses to identify geographical availability and those delivered online. METHODS A desktop audit of Australian allied health, nursing, dental and medical courses offered in 2023 was undertaken to identify the courses and delivery modes of those courses offered in regional, rural and remote locations. The audit involved searching lists of professionally accredited courses and university websites, which is publicly available information about health courses. Data were tabulated and descriptive statistics used for data analysis. RESULTS There were marked differences in online and rural course offerings across health professions in Modified Monash (MM) Model category 2-7 locations. Nursing/midwifery had the most courses while pharmacy, podiatry, dental and medicine had few offerings and optometry had none. Social work, nursing/midwifery and psychology also had the most online course offerings. Most courses were offered in MM2 and MM3 locations with few offerings in rural or remote areas. The availability of studying part-time was very limited and often this was only for the early years of the course. Inconsistencies relating to the course information on university websites existed relating to course delivery mode descriptions. CONCLUSIONS There is a lack of rural on-campus or online course offerings for some allied health disciplines, dentistry and medicine. Provision of end-to-end, flexible courses in rural areas or online is needed to reduce access barriers for rural students and to enable sustainable rural health workforce development.
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Affiliation(s)
- Carol McKinstry
- La Trobe Rural Health School, La Trobe University, Edwards Rd, Flora Hill, VIC, 3552, Australia.
- Violet Vines Marshman Centre of Rural Health Research, La Trobe University, Edwards Rd, Flora Hill, VIC, 3552, Australia.
| | - Claire Quilliam
- The University of Melbourne, 49 Graham Street, Shepparton, VIC, 3630, Australia
| | - Nicole Crawford
- Curtin University, Kent Street, Bentley, WA, 6102, Australia
- Centre for Research in Assessment and Digital Learning, Deakin University, 727 Collins Street, Melbourne, 3008, Australia
| | - Jason Thompson
- Melbourne School of Design, University of Melbourne, Parkville, VIC, 3010, Australia
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Somerville JG, Strang NC, Jonuscheit S. Topical review: Task shifting and the recruitment and retention of eye health workers in underserved areas. Optom Vis Sci 2024; 101:143-150. [PMID: 38546755 DOI: 10.1097/opx.0000000000002118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/11/2024] Open
Abstract
Many populations experience difficulty accessing eye care, especially in rural areas. Implementing workforce recruitment and retention strategies, as well as task shifting through widening scope of practice, can improve eye care accessibility. This article provides novel evidence on the compatibility of these strategies aimed at enhancing ophthalmic workforce recruitment, retention, and efficacy. PURPOSE The global burden of blindness is unequally distributed, affects rural areas more, and is frequently associated with limited access to eye care. The World Health Organization has specified both task shifting and increasing human resources for eye health as instruments to improve access to eye care in underserved areas. However, it is uncertain whether these two instruments are sufficiently compatible to provide positive synergic effects. To address this uncertainty, we conducted a structured literature review and synthesized relevant evidence relating to task shifting, workforce recruitment, retention, and eye care. Twenty-three studies from across the globe were analyzed and grouped into three categories: studies exploring recruitment and retention in human resources for eye health in general, studies discussing the relationship between task shifting and recruitment or retention of health workers in general, and studies specifically discussing task shifting and recruitment or retention in eye care workers. FINDINGS Our findings demonstrate that incentives are effective for initiating task shifting and improving recruitment and retention in rural areas with a stronger effect noted in midlevel eye care professionals and trainees. Incentives can take various forms, e.g., financial and nonfinancial. The consideration of context-specific motivational factors is essential when designing strategies to facilitate task shifting and to improve recruitment and retention.
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Kirkman JM, Bentley SA, Wood-Bradley RJ, Woods CA, Armitage JA. Supervisor experiences of extended clinical placements in optometry: a mixed methods study. BMC MEDICAL EDUCATION 2022; 22:854. [PMID: 36494684 PMCID: PMC9733108 DOI: 10.1186/s12909-022-03918-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 11/23/2022] [Indexed: 06/17/2023]
Abstract
BACKGROUND In Australia, optometry students have traditionally undertaken their clinical training in short-block rotations at University-led teaching clinics in metropolitan locations. Demand for clinical placements is growing as the number of optometry students steadily increases. As such, universities and clinical education providers must look for more diverse methods of student placement. Extended clinical placements in community-based settings are one alternative: a model similar to the longitudinal clerkships in medicine. This study aimed to explore the experience of extended clinical placements from the perspective of the optometrists who supervised students. It also sought to determine whether there were differences in views between metropolitan and rural practitioners. METHODS This mixed methods study included a survey and interviews with optometrists who had previously supervised Deakin University optometry students on an extended 26-week (2 x 13-weeks) clinical placement. Lines of enquiry focused on; the benefits and challenges associated with extended placements; areas for improvement; duration of the placement; and willingness to supervise further students. Interviews were transcribed verbatim and analysed using Braun and Clarke's 6 step method of thematic analysis with a qualitative descriptive approach. RESULTS Supervisors felt that hosting a student prompted greater reflective practice and critical appraisal of clinical decisions. The extended nature of the placement was thought to foster greater immersion in the clinical setting and community for the students and establish a stronger relationship between supervisor and student. Supervisors recognised the importance of role-modelling and mentoring the next generation of optometrists however noted that taking on a student was a sizeable commitment. Willingness to host a student was not dependent on the supervisor's location (rural vs metropolitan) p = 0.57. However, interviews uncovered motivations that were unique to supervisors residing in rural locations, such as succession planning. CONCLUSION Overall, supervisors were positive about the value of student extended clinical placement in optometry and felt that it was a fulfilling and professionally beneficial experience. Lack of time and financial remuneration were the key downsides highlighted. Schools of optometry might carefully consider engaging in discussion about the duration of such placements, but 26 weeks was considered appropriate by supervisors.
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Affiliation(s)
- Jacqueline M Kirkman
- Deakin Optometry, School of Medicine, Deakin University, Waurn Ponds, Australia.
| | - Sharon A Bentley
- School of Optometry and Vision Science, Queensland University of Technology, Kelvin Grove, Australia
| | - Ryan J Wood-Bradley
- Deakin Optometry, School of Medicine, Deakin University, Waurn Ponds, Australia
| | - Craig A Woods
- School of Optometry and Vision Sciences, University of New South Wales, Sydney, Australia
| | - James A Armitage
- Deakin Optometry, School of Medicine, Deakin University, Waurn Ponds, Australia
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Kirkman JM, Bentley SA, Armitage JA, Wood-Bradley RJ, Woods CA. Student perspectives of extended clinical placements in optometry: a qualitative study. BMC MEDICAL EDUCATION 2022; 22:59. [PMID: 35078456 PMCID: PMC8790849 DOI: 10.1186/s12909-022-03132-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 01/17/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND The number of students enrolled in health courses at Australian universities is rising, increasing demand for clinical placements. Optometry students have historically undertaken clinical training in short-block rotations at university-led teaching clinics in metropolitan locations. This is changing, with some optometry programs adopting extended placements. These placements are conducted in community-based practices, with many incorporating a rural component to the training. This study explored factors which influence placement success and satisfaction from the perspective of optometry students. METHODS Nine focus groups were undertaken with 42 final year optometry students upon completion of a 26-week placement (of which at least half was undertaken in a non-metropolitan area, or area where a shortage of optometrists has been identified). Focus groups were audio recorded and transcribed verbatim. Thematic analysis was conducted according to Braun and Clarke's 6 step method. RESULTS Four key themes were identified during analysis. 'Changing identity', related to how the students grew both personally and professionally, with the extended placement being considered the vital component that allowed students to begin thinking of themselves as clinicians. The theme 'Dealing with complex dynamics and circumstances' predominantly described instances where the student-supervisor relationship was strained, resulting in high levels of anxiety made worse by a perceived lack of university support. 'Optometrist under instruction', related to students feeling that the placement was an ideal opportunity to trial the everyday reality of work without the obligation of an ongoing commitment or employment contract. Finally, the theme 'Rural practice is more rewarding', was about a chance to seek different experiences, meet new people and challenge themselves professionally. CONCLUSION While the majority of students enjoyed their placement and felt that it was the key component of their training that equipped them for future practice, it is clear that universities and placement providers must provide both students and supervisors thorough and explicit guidance covering placement expectations. Furthermore, student support systems should be embedded into placement programs to ensure where issues arise, they are dealt with promptly and successfully. It is vital that ongoing professional development and pedagogical training for supervisors underpins continued accreditation.
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Affiliation(s)
- Jacqueline M Kirkman
- Deakin Optometry, School of Medicine, Deakin University, Waurn Ponds, Australia.
| | - Sharon A Bentley
- School of Optometry and Vision Science, Queensland University of Technology, Kelvin Grove, Australia
| | - James A Armitage
- Deakin Optometry, School of Medicine, Deakin University, Waurn Ponds, Australia
| | - Ryan J Wood-Bradley
- Deakin Optometry, School of Medicine, Deakin University, Waurn Ponds, Australia
| | - Craig A Woods
- School of Optometry and Vision Sciences, University of New South Wales, Sydney, Australia
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Rogers C. Supporting health students on rural placements: A scoping review. Aust J Rural Health 2021; 29:319-331. [PMID: 34145681 DOI: 10.1111/ajr.12701] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Revised: 11/22/2020] [Accepted: 11/23/2020] [Indexed: 11/27/2022] Open
Abstract
OBJECTIVE To review Australian literature on initiatives used to provide support for pre-registration health students undertaking a rural placement. DESIGN A scoping literature review. SETTING Rural, regional and remote areas of Australia. PARTICIPANTS Publications were sourced from scientific databases including Ebscohost and CINAHL. Grey literature and journal citations were searched to identify other relevant articles. MAIN OUTCOME MEASURE Identification of the various initiatives used to support students, evaluation of the success of these initiatives, and the feasibility and sustainability of implementing these initiatives. RESULTS There were 36 articles included in the final analysis. The findings identified support initiatives specific to individual professions, not on supporting health students as a whole cohort. The key findings were grouped into identification of support initiatives and the alignment of these to students feeling a sense satisfaction, belonging and connectedness. Constraints to support health students undertaking rural placements identified disparity and inequity of support initiatives available for health students with medical students provided more support than other health students. CONCLUSION This review highlights the importance of students developing a sense of belonging and building connections to community, which are strongly aligned with rural placements and student satisfaction. The need for socio-cultural, organisational and institutional support is linked to higher student satisfaction and intention to practice rurally. A centralised collation of support initiatives would benefit students, higher education institutions and stakeholders in their efforts to attract students to undertake rural placements and be immersed in these unique learning experiences.
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Affiliation(s)
- Cathy Rogers
- Three Rivers University Department of Rural Health, Charles Sturt University, Dubbo, NSW, Australia
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Duffy JF, Douglass AG, Hammond DS, Woods CA. Demographics and distribution of new entrants to the optometry profession in Australia. Clin Exp Optom 2020; 104:222-228. [PMID: 32783294 DOI: 10.1111/cxo.13122] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
CLINICAL RELEVANCE An assessment of the total number, demographics and geographic distribution of new entrants to the optometry profession in Australia can assist planning for workforce requirements. BACKGROUND Over the past decade, the number of registered optometrists in Australia has increased by 30.1 per cent, a rate that is greater than the population growth of the country (12.1 per cent). Concerns have been expressed about the size of the optometry workforce in a context of increasing numbers of graduating optometrists. This paper analyses data obtained from the Australian Health Practitioner Regulation Agency (AHPRA) about new entrants to the profession and their initial practice location during the period 1 July 2010 to 30 June 2018. METHODS A de-identified dataset was obtained from AHPRA that revealed the following characteristics of new entrants: qualification, gender, year of birth (in five-year bands), registration type, registration endorsement and principal place of practice including its Remoteness Area classification. RESULTS Data for 1,680 entrants were eligible for analysis; 80 per cent graduated from an Australian university, 12 per cent graduated from the optometry program in New Zealand, and seven per cent were graduates of an overseas university. The remaining two per cent registered via the Trans-Tasman Mutual Recognition Agreement, although the dataset did not include the qualification. The United Kingdom and Republic of Ireland provided the majority of overseas entrants (60 per cent). Most (75 per cent) entrants commenced practice in a major Australian city. Graduates of Australian universities tended to commence practice in the state in which they trained or an adjacent state or territory. Juxtaposed on the data outlined above is the high proportion (42 per cent) of overseas-trained optometrists commencing practice in Western Australia. CONCLUSION Coincident with the newer optometry programs producing graduates is the increased number of optometrists entering the Australian workforce over the past decade, with the majority commencing practice in major cities. Australia-trained optometrists tend to commence practice in the state where their training was undertaken. New entrants to the optometry profession can be generalised as graduates of an Australian optometry program, female, aged in their early-mid 20s and qualified for therapeutic practice.
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Affiliation(s)
- Jane F Duffy
- Deakin Optometry, School of Medicine, Deakin University, Waurn Ponds, Australia
| | - Amanda G Douglass
- Deakin Optometry, School of Medicine, Deakin University, Waurn Ponds, Australia
| | - David S Hammond
- Deakin Optometry, School of Medicine, Deakin University, Waurn Ponds, Australia
| | - Craig A Woods
- Deakin Optometry, School of Medicine, Deakin University, Waurn Ponds, Australia.,School of Optometry and Vision Science, The University of New South Wales, Sydney, Australia
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