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Gyawali R, Toomey M, Stapleton F, Keay L, Jalbert I. Enhancing the appropriateness of eyecare delivery: the iCaretrack approach. Clin Exp Optom 2023; 106:825-835. [PMID: 36813262 DOI: 10.1080/08164622.2023.2178286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 02/04/2023] [Indexed: 02/24/2023] Open
Abstract
Optometrists play an integral role in primary eyecare services, including prevention, diagnosis, and management of acute and chronic eye conditions. Therefore, it remains essential that the care they provide be timely and appropriate to ensure the best patient outcomes and optimal utilisation of resources. However, optometrists continuously face many challenges that can affect their ability to provide appropriate care (i.e., the care in line with evidence-based clinical practice guidelines). To address any resulting evidence-to-practice gaps, programs are needed that support and enable optometrists to adopt and utilise the best evidence in clinical practice. Implementation science is a field of research that can be applied to improving the adoption and maintenance of evidence-based practices in routine care, through systematic development and application of strategies or interventions to address barriers to evidence-based practice. This paper demonstrates an approach using implementation science to enhance optometric eyecare delivery. A brief overview of the methods used to identify existing gaps in appropriate eyecare delivery is presented. An outline of the process used to understand the behavioural barriers responsible for such gaps follows, involving theoretical models and frameworks. The resulting development of an online program for optometrists to enhance their capability, motivation, and opportunity to provide evidence-based eyecare is described, using the Behaviour Change Model and co-design methods. The importance of and methods used in evaluating such programs are also discussed. Finally, reflections on the experience and key learnings from the project are shared. While the paper focuses on experiences in improving glaucoma and diabetic eyecare in the Australian optometry context, this approach can be adapted to other conditions and contexts.
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Affiliation(s)
| | - Melinda Toomey
- School of Optometry and Vision Science, UNSW, Sydney, Australia
| | - Fiona Stapleton
- School of Optometry and Vision Science, UNSW, Sydney, Australia
| | - Lisa Keay
- School of Optometry and Vision Science, UNSW, Sydney, Australia
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2
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Andoh JE, Ezekwesili AC, Nwanyanwu K, Elam A. Disparities in Eye Care Access and Utilization: A Narrative Review. Annu Rev Vis Sci 2023; 9:15-37. [PMID: 37254050 DOI: 10.1146/annurev-vision-112122-020934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
This narrative review summarizes the literature on factors related to eye care access and utilization in the United States. Using the Healthy People 2030 framework, this review investigates social determinants of health associated with general and follow-up engagement, screenings, diagnostic visits, treatment, technology, and teleophthalmology. We provide hypotheses for these documented eye care disparities, featuring qualitative, patient-centered research. Lastly, we provide recommendations in the hopes of appropriately eliminating these disparities and reimagining eye care.
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Affiliation(s)
- Joana E Andoh
- Department of Ophthalmology, Wilmer Eye Institute, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Agnes C Ezekwesili
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Kristen Nwanyanwu
- Department of Ophthalmology and Visual Science, Yale School of Medicine, New Haven, Connecticut, USA
| | - Angela Elam
- Department of Ophthalmology, WK Kellogg Eye Center, University of Michigan, Ann Arbor, Michigan, USA;
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3
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Racine E, O Mahony L, Riordan F, Flynn G, Kearney PM, McHugh SM. What and how do different stakeholders contribute to intervention development? A mixed methods study. HRB Open Res 2023; 5:35. [PMID: 36895913 PMCID: PMC9989546 DOI: 10.12688/hrbopenres.13544.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/31/2023] [Indexed: 02/11/2023] Open
Abstract
Background: UK Medical Research Council guidelines recommend end-user involvement in intervention development. There is limited evidence on the contributions of different end-users to this process. The aim of this Study Within A Trial (SWAT) was to identify and compare contributions from two groups of end-users - people with diabetes' (PWD) and healthcare professionals' (HCPs), during consensus meetings to inform an intervention to improve retinopathy screening uptake. Methods: A mixed method, explanatory sequential design comprising a survey and three semi-structured consensus meetings was used. PWD were randomly assigned to a PWD only or combined meeting. HCPs attended a HCP only or combined meeting, based on availability. In the survey, participants rated intervention proposals on acceptability and feasibility. Survey results informed the meeting topic guide. Transcripts were analysed deductively to compare feedback on intervention proposals, suggestions for new content, and contributions to the final intervention. Results: Overall, 13 PWD and 17 HCPs completed the survey, and 16 PWD and 15 HCPs attended meetings. For 31 of the 39 intervention proposals in the survey, there were differences (≥10%) between the proportion of HCPs and PWD who rated proposals as acceptable and/or feasible. End-user groups shared and unique concerns about proposals; both were concerned about informing but not scaring people when communicating risk, while concerns about resources were mostly unique to HCPs and concerns about privacy were mostly unique to PWD. Fewer suggestions for new intervention content from the combined meeting were integrated into the final intervention as they were not feasible for implementation in general practice. Participants contributed four new behaviour change techniques not present in the original proposals: goal setting (outcome), restructuring the physical environment, material incentive (behaviour) and punishment. Conclusions: Preferences for intervention content may differ across end-user groups, with feedback varying depending on whether end-users are involved simultaneously or separately.
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Affiliation(s)
- Emmy Racine
- School of Public Health, University College Cork, Cork, T12 K8AF, Ireland
| | - Lauren O Mahony
- School of Public Health, University College Cork, Cork, T12 K8AF, Ireland
| | - Fiona Riordan
- School of Public Health, University College Cork, Cork, T12 K8AF, Ireland
| | - Gráinne Flynn
- PPI Contributor, IDEAs Research Project, University College Cork, Cork, T12 K8AF, Ireland
| | | | - Sheena M. McHugh
- School of Public Health, University College Cork, Cork, T12 K8AF, Ireland
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4
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Shrestha R, Singh P, Dhakwa P, Tetali S, Batchu T, Thapa PS, Agiwal V, Pant H. "Augmenting the referral pathway for retinal services among diabetic patients at Reiyukai Eiko Masunaga Eye Hospital, Nepal: a non-randomized, pre-post intervention study". BMC Health Serv Res 2023; 23:126. [PMID: 36750897 PMCID: PMC9905012 DOI: 10.1186/s12913-023-09105-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 01/25/2023] [Indexed: 02/09/2023] Open
Abstract
BACKGROUND Diabetic Retinopathy (DR) is an important public health issue in Nepal. Despite the availability of retinal services, people may not access them because of the lack of knowledge about DR and poor referral systems. DR screening uptake was low at Reiyukai Eiko Masunaga Eye Hospital(REMEH) since retina services were started. Scheer Memorial Hospital is a multispeciality hospital near to REMEH. It has no eye department but has been running a regular diabetic clinic. This was a site for referring diabetic patients for DR screening. Improving DR awareness among general physicians has the potential to address these challenges. METHODS The aim of our study was to investigate the effectiveness of providing health education to selected health personnel and establish a referral pathway on the attendance of diabetic patients for retinal screening at REMEH. This was a non-randomized, pre-post intervention study design. Total of three health education sessions were provided to the health care professionals of Scheer on diabetic retinopathy using Power Point presentations, posters, pamphlets and videos. The study period was 16 months (2020 June -2021 September) and divided into 8 months pre-intervention(baseline data collection) and 8 months post intervention period. The proportional increase in number of diabetes attendance pre and post intervention was calculated by Z test. The change in knowledge of health care personnels pre and post intervention was scored and evaluated through a questionnaire and calculated by paired- t test. Data was analyzed using Excel and Epi Info 7.The Protocol was published on August 21, 2021, in JMIR Publications. RESULTS The proportional increase in number of referrals of diabetes attendance post intervention increased from 50 to 95% and was statistically significant (p < 0.001, 95% CI: 0.214-0.688). The mean score of knowledge gained by physicians on DR awareness was more at post intervention (8.8 ± 1.32) than pre intervention (6.4 ± 1.51). It was statistically significant (p < 0.001). CONCLUSION This study shows that a well-planned health education intervention changes the knowledge in physicians about DR. There is an increase in the number of referrals and attendance of patients for DR screening with the change in knowledge and referral mechanism. TRIAL REGISTRATION Clinical Trials.gov NCT04829084; https://clinicaltrials.gov/ct2/show/NCT04829084 :02/04/2021.
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Affiliation(s)
- Ruchi Shrestha
- Reiyukai Eiko Masunaga Eye Hospital, Banepa, Kavre, Nepal.
| | - Prerana Singh
- Reiyukai Eiko Masunaga Eye Hospital, Banepa, Kavre Nepal
| | | | - Shailaja Tetali
- grid.415361.40000 0004 1761 0198Indian Institute of Public Health, Hyderabad, India
| | - Tripura Batchu
- grid.415361.40000 0004 1761 0198Indian Institute of Public Health, Hyderabad, India
| | | | - Varun Agiwal
- grid.415361.40000 0004 1761 0198Indian Institute of Public Health, Hyderabad, India
| | - Hira Pant
- grid.415361.40000 0004 1761 0198Indian Institute of Public Health, Hyderabad, India
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5
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McHugh SM, Riordan F, Curran GM, Lewis CC, Wolfenden L, Presseau J, Lengnick-Hall R, Powell BJ. Conceptual tensions and practical trade-offs in tailoring implementation interventions. FRONTIERS IN HEALTH SERVICES 2022; 2:974095. [PMID: 36925816 PMCID: PMC10012756 DOI: 10.3389/frhs.2022.974095] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 10/31/2022] [Indexed: 11/19/2022]
Abstract
Tailored interventions have been shown to be effective and tailoring is a popular process with intuitive appeal for researchers and practitioners. However, the concept and process are ill-defined in implementation science. Descriptions of how tailoring has been applied in practice are often absent or insufficient in detail. This lack of transparency makes it difficult to synthesize and replicate efforts. It also hides the trade-offs for researchers and practitioners that are inherent in the process. In this article we juxtapose the growing prominence of tailoring with four key questions surrounding the process. Specifically, we ask: (1) what constitutes tailoring and when does it begin and end?; (2) how is it expected to work?; (3) who and what does the tailoring process involve?; and (4) how should tailoring be evaluated? We discuss these questions as a call to action for better reporting and further research to bring clarity, consistency, and coherence to tailoring, a key process in implementation science.
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Affiliation(s)
| | - Fiona Riordan
- School of Public Health, University College Cork, Cork, Ireland
| | - Geoff M. Curran
- Department of Pharmacy Practice and Psychiatry, University of Arkansas for Medical Sciences, Little Rock, AR, United States
| | - Cara C. Lewis
- MacColl Center for Health Care Innovation, Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States
| | - Luke Wolfenden
- College of Medicine, Health and Wellbeing, The University of Newcastle, Callaghan, NSW, Australia
| | - Justin Presseau
- Clinical Epidemiology, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Rebecca Lengnick-Hall
- Center for Mental Health Services Research, Brown School, Washington University in St. Louis, St. Louis, MO, United States
| | - Byron J. Powell
- Center for Mental Health Services Research, Brown School, Washington University in St. Louis, St. Louis, MO, United States
- Center for Dissemination and Implementation, Institute for Public Health, Washington University in St. Louis, St. Louis, MO, United States
- Division of Infectious Diseases, John T. Milliken Department of Medicine, School of Medicine, Washington University in St. Louis, St. Louis, MO, United States
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6
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Racine E, O Mahony L, Riordan F, Flynn G, Kearney PM, McHugh SM. What and how do different stakeholders contribute to intervention development? A mixed methods study. HRB Open Res 2022; 5:35. [PMID: 36895913 PMCID: PMC9989546 DOI: 10.12688/hrbopenres.13544.1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/21/2022] [Indexed: 11/20/2022] Open
Abstract
Background: UK Medical Research Council guidelines recommend end-user involvement in intervention development. There is limited evidence on the contributions of different end-users to this process. The aim of this Study Within A Trial (SWAT) was to identify and compare contributions from two groups of end-users - people with diabetes' (PWD) and healthcare professionals' (HCPs), during consensus meetings to inform an intervention to improve retinopathy screening uptake. Methods: A mixed method, explanatory sequential design comprising a survey and three semi-structured consensus meetings was used. PWD were randomly assigned to a diabetes only or combined meeting. HCPs attended a HCP only or combined meeting, based on availability. In the survey, participants rated intervention proposals on acceptability and feasibility. Survey results informed the meeting topic guide. Transcripts were analysed deductively to compare feedback on intervention proposals, suggestions for new content, and contributions to the final intervention. Results: Overall, 13 PWD and 17 HCPs completed the survey, and 16 PWD and 15 HCPs attended meetings. For 31 of the 39 intervention proposals in the survey, there were differences (≥10%) between the proportion of HCPs and PWD who rated proposals as acceptable and/or feasible. End-user groups shared and unique concerns about proposals; both were concerned about informing but not scaring people when communicating risk, while concerns about resources were mostly unique to HCPs and concerns about privacy were mostly unique to PWD. Fewer suggestions for new intervention content from the combined meeting were integrated into the final intervention as they were not feasible for implementation in general practice. Participants contributed four new behaviour change techniques not present in the original proposals: goal setting (outcome), restructuring the physical environment, material incentive (behaviour) and punishment. Conclusions: Preferences for intervention content may differ across end-user groups, with feedback varying depending on whether end-users are involved simultaneously or separately.
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Affiliation(s)
- Emmy Racine
- School of Public Health, University College Cork, Cork, T12 K8AF, Ireland
| | - Lauren O Mahony
- School of Public Health, University College Cork, Cork, T12 K8AF, Ireland
| | - Fiona Riordan
- School of Public Health, University College Cork, Cork, T12 K8AF, Ireland
| | - Gráinne Flynn
- PPI Contributor, IDEAs Research Project, University College Cork, Cork, T12 K8AF, Ireland
| | | | - Sheena M. McHugh
- School of Public Health, University College Cork, Cork, T12 K8AF, Ireland
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7
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Petersen GB, Byberg S, Vistisen D, Fangel MV, Vorum H, Joensen LE, Kristensen JK. Factors Associated With Nonattendance in a Nationwide Screening Program for Diabetic Retinopathy: A Register-Based Cohort Study. Diabetes Care 2022; 45:303-310. [PMID: 34815271 DOI: 10.2337/dc21-1380] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 10/31/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The aim of the study was to identify factors associated with nonattendance in a Danish nationwide screening program for diabetic retinopathy among people with type 2 diabetes. RESEARCH DESIGN AND METHODS A retrospective observational study linking individual-level register data was performed. First, we compared characteristics of 156,878 people with type 2 diabetes divided into attenders and never-attenders on the basis of their screening history over a 6-year period. Second, we assessed 230,173 screening intervals within the same 6-year period. Mixed-effects models were used to investigate the effect of sociodemographic and health-related factors on the likelihood of having a nonattender interval (i.e., failing to attend screening within the recommended interval). RESULTS A total of 42,068 (26.8%) people were identified as never-attenders, having no registered eye screening over a 6-year period. Compared with attenders, never-attenders were more frequently divorced/widowed, lived in the Capital Region of Denmark, and had poorer health. A total of 62,381 (27.1%) screening intervals were identified as nonattender intervals. Both sociodemographic and health-related factors were significantly associated with the likelihood of having a nonattender interval. The largest odds ratios for nonattendance were seen for mental illness, nonwestern descent, divorce, comorbidity, and place of residence. CONCLUSIONS Our findings suggest that never- and nonattendance of screening for diabetic retinopathy are more common among people who are divorced/widowed and of poorer health. Additionally, nonattendance is more frequent among people of nonwestern decent. These population subgroups may benefit from targeted interventions aimed at increasing participation in diabetic retinopathy screening.
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Affiliation(s)
- Gabriela B Petersen
- Center for General Practice at Aalborg University, Aalborg, Denmark.,Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - Stine Byberg
- Steno Diabetes Center Copenhagen, Herlev, Denmark
| | | | - Mia V Fangel
- Center for General Practice at Aalborg University, Aalborg, Denmark
| | - Henrik Vorum
- Department of Ophthalmology, Aalborg University Hospital, Aalborg, Denmark.,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | | | - Jette K Kristensen
- Center for General Practice at Aalborg University, Aalborg, Denmark.,Steno Diabetes Center North Denmark, Aalborg, Denmark
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8
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Shrestha R, Singh P, Dhakhwa P, Tetali S, Batchu T, Shrestha Thapa P. Augmenting the Referral Pathway for Retinal Services Among Patients With Diabetes Mellitus at Reiyukai Eiko Masunaga Eye Hospital, Nepal: Protocol for a Nonrandomized, Pre-Post Intervention Study. JMIR Res Protoc 2021; 10:e33116. [PMID: 34927596 PMCID: PMC8726041 DOI: 10.2196/33116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 10/25/2021] [Accepted: 11/10/2021] [Indexed: 11/13/2022] Open
Abstract
Background Diabetic retinopathy (DR) is an important public health issue in Nepal with a huge social and economic impact. Despite the availability of retinal services, people may not access them because of the lack of knowledge about DR and poor referral systems. Published studies on referral pathways in Nepal are scarce. Improving DR awareness among general physicians has the potential to address these challenges. Objective The aim of this study is to evaluate the effect of a health education intervention on health personnel, establish a referral pathway, and assess the impact of the intervention on the attendance of patients with diabetes mellitus for retinal screening at Reiyukai Eiko Masunaga Eye Hospital in Nepal. Methods This is a nonrandomized, pre- and postintervention study. Health education on DR will be provided to selected health personnel of the intervention hospital (Scheer Memorial) using information education and communication (IEC) materials in the form of PowerPoint presentations, posters, pamphlets, videos, and pre- and postevaluation questionnaires along with referral slip. Pre- and postevaluation will be undertaken during the study period. Data will be analyzed using MS Excel and Epi Info 7. Results The ethical approval for this study has been obtained from the Ethical Review Board of the Nepal Health Research Council (ERB Protocol Registration Number # 582/2020P). The study is expected to be completed in 18 months from the start of the project. The baseline data collection was from June to January 2020 for a period of 8 months. The postintervention data collection was from February to September 2021 for a period of 8 months. The last 2 months are planned for data analysis and report writing. Conclusions Health education intervention could be a low-cost solution to improve the awareness, access, and utilization of retinal health care services; this is an understudied topic in Nepal. Working closely with the stakeholders, this study will evaluate the role of health education interventions (which are already validated in other low-income settings) to strengthen referral and reduce the burden of DR in Nepal. Trial Registration ClinicalTrials.gov NCT04829084; https://clinicaltrials.gov/ct2/show/NCT04829084 International Registered Report Identifier (IRRID) DERR1-10.2196/33116
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Affiliation(s)
- Ruchi Shrestha
- Department of Vitreoretina, Reiyukai Eiko Masunaga Eye Hospital, Banepa, Nepal
| | - Prerana Singh
- Department of Vitreoretina, Reiyukai Eiko Masunaga Eye Hospital, Banepa, Nepal
| | | | - Shailaja Tetali
- Department of Research, Indian Institute of Public Health, Hyderabad, India
| | - Tripura Batchu
- Department of Research, Indian Institute of Public Health, Hyderabad, India
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9
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O'Keeffe D, Riordan F, Harkins V, Kearney P, Mc Hugh S. Predictors of attendance at diabetic retinopathy screening among people with type 2 diabetes: Secondary analysis of data from primary care. Prim Care Diabetes 2021; 15:1086-1094. [PMID: 34518110 DOI: 10.1016/j.pcd.2021.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 08/06/2021] [Accepted: 08/08/2021] [Indexed: 10/20/2022]
Abstract
AIMS To estimate the uptake of diabetic retinopathy screening among adults with type 2 diabetes and to identify and compare factors associated with attendance at the national diabetic retinal screening programme, and other screening services provided by ophthalmic surgeons, community ophthalmologists and optometrists. METHODS An observational retrospective cohort study was carried out using data from the 2016 audit of care delivered by general practices (n = 30) enrolled in a structured diabetes care initiative. Attendance at any screening in the previous 12 months, and attendance across different types of service (national programme and other screening services) was calculated. Logistic regression was performed to examine predictors associated with (1) attendance at any screening and (2) attendance at the national programme (RetinaScreen). Sociodemographic, clinical, and lifestyle factors were examined as predictors. RESULTS Data were available for 1106 people with type 2 diabetes aged ≥18 years. Overall, 863 (78%) of patients had a record of screening attendance in the previous 12 months. Of those screened, 494 (57.2%) attended RetinaScreen only, 258 (28.7%) attended other screening services only, and 111 (12.9%) attended both services. Statistically significant predictors of attendance at any screening were tablet/injectable controlled diabetes, attendance at a diabetes nurse specialist (DNS) in the past 12 months and a blood glucose level which was not on target (HbA1c >7.0% or >53 mmol/mol). In addition to these factors, when examining predictors of attendance at the national screening programme specifically, females were less likely to attend. CONCLUSIONS Most patients managed in a structured diabetes care programme in primary care attended screening. Those with on target blood glucose control, those who were on oral or injectable medication or had been seen by a DNS were more likely to attend for annual screening. Of those who attended screening, almost one-third attended other screening services and so were not availing of the national programme, which is free, quality assured and has an integrated treatment arm.
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Affiliation(s)
- Dara O'Keeffe
- School of Public Health, University College Cork, Ireland.
| | - Fiona Riordan
- School of Public Health, University College Cork, Ireland
| | - Velma Harkins
- Midland Diabetes Structured Care Programme, Banagher Family Practice, Offaly, Ireland
| | | | - Sheena Mc Hugh
- School of Public Health, University College Cork, Ireland
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10
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Gyawali R, Toomey M, Stapleton F, Keay L, Chun Ho K, Jalbert I. Multiple things going on at the same time: determinants of appropriate primary diabetic eyecare delivery. Ophthalmic Physiol Opt 2021; 42:71-81. [PMID: 34747047 DOI: 10.1111/opo.12912] [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: 08/16/2021] [Accepted: 10/04/2021] [Indexed: 11/28/2022]
Abstract
PURPOSE A recent nationwide medical record audit of optometry practices has identified an evidence-to-practice gap in primary diabetic eyecare delivery. This study aimed to explore the determinants (barriers and enablers) to appropriate diabetic eyecare delivery in Australia. METHODS A qualitative study involving focus-group discussions and interviews of a purposeful sample of Australian optometrists was conducted. Participants were asked about the perceived barriers to adherence to four underperforming clinical indicators related to primary diabetic eyecare identified by the recent national optometry practice audit. The Theoretical Domain Framework was used for thematic analysis and coding salience to identify key behavioural determinants. RESULTS Optometrists participated in eight focus groups (n = 27) and individual interviews (n = 4). The most salient barriers were related to Environmental resources (e.g., limited chair time); Beliefs about consequences (e.g., lack of perceived importance); Knowledge (e.g., poor understanding); Professional role/identity (e.g., the perceived role of optometry in care process); Social influences (e.g., the influence of senior optometrists) and Intentions (e.g., apathy). Key enablers were Environmental resources (e.g., electronic record system and practice aids); Knowledge (e.g., keeping up with knowledge/professional development); reinforcements (e.g., fear of legal actions) and behavioural regulations (e.g., self-monitoring/audit). CONCLUSIONS This study shows that the evidence-to-practice gap in primary diabetic eyecare delivery in Australia can be attributed in part to several interconnected factors related to optometrists' individual capability and motivation as well as the social and practice environment within which they sit. These behavioural determinants will inform the design of an intervention to improve the appropriateness of primary diabetic eyecare delivery.
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Affiliation(s)
- Rajendra Gyawali
- School of Optometry and Vision Science, UNSW Sydney, Sydney, New South Wales, Australia.,Better Vision Foundation Nepal, Kathmandu, Nepal
| | - Melinda Toomey
- School of Optometry and Vision Science, UNSW Sydney, Sydney, New South Wales, Australia
| | - Fiona Stapleton
- School of Optometry and Vision Science, UNSW Sydney, Sydney, New South Wales, Australia
| | - Lisa Keay
- School of Optometry and Vision Science, UNSW Sydney, Sydney, New South Wales, Australia.,The George Institute for Global Health, Sydney, New South Wales, Australia
| | - Kam Chun Ho
- School of Optometry and Vision Science, UNSW Sydney, Sydney, New South Wales, Australia.,Singapore Eye Research Institute, Singapore City, Singapore
| | - Isabelle Jalbert
- School of Optometry and Vision Science, UNSW Sydney, Sydney, New South Wales, Australia
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11
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Prothero L, Lorencatto F, Cartwright M, Burr JM, Gardner P, Anderson J, Presseau J, Ivers N, Grimshaw JM, Lawrenson JG. Perceived barriers and enablers to the provision of diabetic retinopathy screening for young adults: a cross-sectional survey of healthcare professionals working in the UK National Diabetic Eye Screening Programme. BMJ Open Diabetes Res Care 2021; 9:9/2/e002436. [PMID: 34740918 PMCID: PMC8573632 DOI: 10.1136/bmjdrc-2021-002436] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 10/07/2021] [Indexed: 12/20/2022] Open
Abstract
INTRODUCTION Diabetic retinopathy screening (DRS) attendance in young adults is consistently below recommended levels. The aim of this study was to conduct a survey of screening providers in the UK Diabetic Eye Screening Programme (DESP) to identify perceived barriers and enablers to DRS attendance in young adults and elicit views on the effectiveness of strategies to improve screening uptake in this population. RESEARCH DESIGN AND METHODS Members of the British Association of Retinal Screening (n=580) were invited to complete an anonymous online survey in July 2020 assessing agreement with 37 belief statements, informed by the Theoretical Domains Framework (TDF) of behavior change, describing potential barrier/enablers to delivering DRS for young adults and further survey items exploring effectiveness of strategies to improve uptake of DRS. RESULTS In total, 140 (24%) responses were received mostly from screener/graders (67.1%). There was a high level of agreement that the DESP had a role in improving attendance in young adults (96.4%) and that more could be done to improve attendance (90.0%). The most commonly reported barriers related to TDF domains Social influences and Environmental context and resources including lack of integration of DRS with other processes of diabetes care, which limited the ability to discuss diabetes self-management. Other barriers included access to screening services and difficulties with scheduling appointments. Less than half (46.4%) of respondents reported having a dedicated strategy to improve screening uptake in young adults. Strategies perceived to be effective included: screening within the community; prompts/reminders and integrating eye screening with other diabetes services. CONCLUSIONS Screening providers were concerned about screening uptake in young adults, although many programs lacked a dedicated strategy to improve attendance. Problems associated with a lack of integration between DRS with other diabetes care processes were identified as a major barrier to providing holistic care to young adults and supporting diabetes self-management.
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Affiliation(s)
- Louise Prothero
- School of Health Sciences, City, University of London, London, UK
| | | | | | - Jennifer M Burr
- School of Medicine, University of St Andrews, St Andrews, UK
| | | | - John Anderson
- Diabetes and Endocrinology, Homerton University Hospital, London, UK
- Barts and The London School of Medicine and Dentistry, Blizard Institute, London, UK
| | - Justin Presseau
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Noah Ivers
- Women's College Research Institute, Toronto, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Jeremy M Grimshaw
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - John G Lawrenson
- School of Health Sciences, City, University of London, London, UK
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Riordan F, Murphy A, Dillon C, Browne J, Kearney PM, Smith SM, McHugh SM. Feasibility of a multifaceted implementation intervention to improve attendance at diabetic retinopathy screening in primary care in Ireland: a cluster randomised pilot trial. BMJ Open 2021; 11:e051951. [PMID: 34667010 PMCID: PMC8527153 DOI: 10.1136/bmjopen-2021-051951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVES Diabetic retinopathy screening (DRS) uptake is suboptimal in many countries with limited evidence available on interventions to enhance DRS uptake in primary care. We investigated the feasibility and preliminary effects of an intervention to improve uptake of Ireland's national DRS programme, Diabetic RetinaScreen, among patients with type 1 or type 2 diabetes. DESIGN/SETTING We conducted a cluster randomised pilot trial, embedded process evaluation and cost analysis in general practice, July 2019 to January 2020. PARTICIPANTS Eight practices participated in the trial. For the process evaluation, surveys were conducted with 25 staff at intervention practices. Interviews were conducted with nine staff at intervention practices, and 10 patients who received the intervention. INTERVENTIONS The intervention comprised practice reimbursement, an audit of attendance, electronic prompts targeting professionals, General Practice-endorsed patient reminders and a patient information leaflet. Practices were randomly allocated to intervention (n=4) or wait-list control (n=4) (usual care). OUTCOMES Staff and patient interviews explored their perspectives on the intervention. Patient registration and attendance, including intention to attend, were measured at baseline and 6 months. Microcosting was used to estimate intervention delivery cost. RESULTS The process evaluation identified that enablers of feasibility included practice culture and capacity to protect time, systems to organise care, and staff skills, and workarounds to improve intervention 'fit'. At 6 months, 22/71 (31%) of baseline non-attenders in intervention practices subsequently attended screening compared with 15/87 (17%) in control practices. The total delivery cost across intervention practices (patients=363) was €2509, averaging €627 per practice and €6.91 per audited patient. Continuation criteria supported proceeding to a definitive trial. CONCLUSIONS The Improving Diabetes Eye screening Attendance intervention is feasible in primary care; however, consideration should be given to how best to facilitate local tailoring. A definitive trial of clinical and cost-effectiveness is required with preliminary results suggesting a positive effect on uptake. TRIAL REGISTRATION NUMBER NCT03901898.
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Affiliation(s)
- Fiona Riordan
- School of Public Health, University College Cork, Cork, Ireland
| | - Aileen Murphy
- Department of Economics, Cork University Business School, University College Cork, Cork, Ireland
| | | | - John Browne
- School of Public Health, University College Cork, Cork, Ireland
| | | | - Susan M Smith
- Department of General Practice, Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Sheena M McHugh
- School of Public Health, University College Cork, Cork, Ireland
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Torres Diaz A, Lock LJ, Molfenter TD, Mahoney JE, Boss D, Bjelland TD, Liu Y. Implementation for Sustained Impact in Teleophthalmology (I-SITE): applying the NIATx Model for tailored implementation of diabetic retinopathy screening in primary care. Implement Sci Commun 2021; 2:74. [PMID: 34229748 PMCID: PMC8258481 DOI: 10.1186/s43058-021-00175-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Accepted: 06/16/2021] [Indexed: 11/27/2022] Open
Abstract
Background Teleophthalmology provides evidence-based, telehealth diabetic retinopathy screening that is underused even when readily available in primary care clinics. There is an urgent need to increase teleophthalmology use in the US primary care clinics. In this study, we describe the development of a tailored teleophthalmology implementation program and report outcomes related to primary care provider (PCP) adoption. Methods We applied the 5 principles and 10 steps of the NIATx healthcare process improvement model to develop and test I-SITE (Implementation for Sustained Impact in Teleophthalmology) in a rural, the US multi-payer health system. This implementation program allows patients and clinical stakeholders to systematically tailor teleophthalmology implementation to their local context. We aligned I-SITE components and implementation strategies to an updated ERIC (Expert Recommendations for Implementing Change) framework. We compared teleophthalmology adoption between PCPs who did or did not participate in various components of I-SITE. We surveyed PCPs and clinical staff to identify the strategies they believed to have the highest impact on teleophthalmology use. Results To test I-SITE, we initiated a year-long series of 14 meetings with clinical stakeholders (n=22) and met quarterly with patient stakeholders (n=9) in 2017. Clinical and patient stakeholder groups had 90.9% and 88.9% participant retention at 1 year, respectively. The increase in teleophthalmology use was greater among PCPs participating in the I-SITE implementation team than among other PCPs (p < 0.006). The proportion of all PCPs who used the implementation strategy of electing diabetic eye screening for their annual performance-based financial incentive increased from 0% (n=0) at baseline to 56% (n=14) following I-SITE implementation (p = 0.004). PCPs and clinical staff reported the following implementation strategies as having the highest impact on teleophthalmology use: reminders to ask patients about diabetic eye screening during clinic visits, improving electronic health record (EHR) documentation, and patient outreach. Conclusions We applied the NIATx Model to develop and test a teleophthalmology implementation program for tailored integration into primary care clinics. The NIATx Model provides a systematic approach to engaging key stakeholders for tailoring implementation of evidence-based telehealth interventions into their local context.
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Affiliation(s)
- Alejandra Torres Diaz
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, 2870 University Ave., Ste. 206, Madison, WI, 53705, USA
| | - Loren J Lock
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, 2870 University Ave., Ste. 206, Madison, WI, 53705, USA
| | - Todd D Molfenter
- Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI, USA
| | - Jane E Mahoney
- Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Deanne Boss
- Department of Family Medicine and Community Health, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | | | - Yao Liu
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, 2870 University Ave., Ste. 206, Madison, WI, 53705, USA.
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Ahern S, Riordan F, Murphy A, Browne J, Kearney PM, Smith SM, McHugh SM. A micro costing analysis of the development of a primary care intervention to improve the uptake of diabetic retinopathy screening. Implement Sci 2021; 16:17. [PMID: 33568201 PMCID: PMC7877098 DOI: 10.1186/s13012-021-01085-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 01/26/2021] [Indexed: 11/30/2022] Open
Abstract
Background The application of economic analysis within implementation science is still developing and the cost of intervention development, which differs markedly from the costs of initial implementation and maintenance, is often overlooked. Our aim was to retrospectively cost the development of a multifaceted intervention in primary care to improve attendance at diabetic retinopathy screening. Methods A retrospective micro costing of developing the intervention from the research funder perspective was conducted. It was based on a systematic intervention development process involving analysis of existing audit data and interviews with patients and healthcare professionals (HCPs), conducting consensus meetings with patients and HCPs, and using these data together with a rapid review of the effectiveness of interventions, to inform the final intervention. Both direct (non-personnel, e.g. travel, stationary, room hire) and indirect (personnel) costs were included. Data sources included researcher time logs, payroll data, salary scales, an online financial management system, invoices and purchase orders. Personnel involved in the intervention development were consulted to determine the activities they conducted and the duration of their involvement. Sensitivity and scenario analyses were conducted to estimate uncertainty around parameters and scope. Results The total cost of intervention development (July 2014–January 2019) was €40,485 of which 78% were indirect (personnel) costs (€31,451). In total, personnel contributed 1368 h to intervention development. Highest cost activities were the patient interviews, and consensus process, contributing 23% and 34% of the total cost. Varying estimated time spent on intervention development activities by + 10% increased total intervention development cost by 6% to €42,982. Conclusions Our results highlight that intervention development requires a significant amount of human capital input, combining research experience, patient and public experience, and expert knowledge in relevant fields. The time committed to intervention development is critical but has a significant opportunity cost. With limited resources for research on developing and implementing interventions, capturing intervention development costs and incorporating them as part of assessment of cost-effective interventions, could inform research priority and resource allocation decisions. Supplementary Information The online version contains supplementary material available at 10.1186/s13012-021-01085-4.
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Affiliation(s)
- Susan Ahern
- School of Public Health, College of Medicine & Health, University College Cork, Western Gateway Building, Western Rd., Cork, Ireland
| | - Fiona Riordan
- School of Public Health, College of Medicine & Health, University College Cork, Western Gateway Building, Western Rd., Cork, Ireland.
| | - Aileen Murphy
- Department of Economics, Cork University Business School, University College Cork, Cork, Ireland
| | - John Browne
- School of Public Health, College of Medicine & Health, University College Cork, Western Gateway Building, Western Rd., Cork, Ireland
| | - Patricia M Kearney
- School of Public Health, College of Medicine & Health, University College Cork, Western Gateway Building, Western Rd., Cork, Ireland
| | - Susan M Smith
- Department of General Practice, Royal College of Surgeons of Ireland, Dublin, Ireland
| | - Sheena M McHugh
- School of Public Health, College of Medicine & Health, University College Cork, Western Gateway Building, Western Rd., Cork, Ireland
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15
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Presseau J, Byrne-Davis LMT, Hotham S, Lorencatto F, Potthoff S, Atkinson L, Bull ER, Dima AL, van Dongen A, French D, Hankonen N, Hart J, Ten Hoor GA, Hudson K, Kwasnicka D, van Lieshout S, McSharry J, Olander EK, Powell R, Toomey E, Byrne M. Enhancing the translation of health behaviour change research into practice: a selective conceptual review of the synergy between implementation science and health psychology. Health Psychol Rev 2021; 16:22-49. [PMID: 33446062 DOI: 10.1080/17437199.2020.1866638] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Health psychology is at the forefront of developing and disseminating evidence, theories, and methods that have improved the understanding of health behaviour change. However, current dissemination approaches may be insufficient for promoting broader application and impact of this evidence to benefit the health of patients and the public. Nevertheless, behaviour change theory/methods typically directed towards health behaviours are now used in implementation science to understand and support behaviour change in individuals at different health system levels whose own behaviour impacts delivering evidence-based health behaviour change interventions. Despite contributing to implementation science, health psychology is perhaps doing less to draw from it. A redoubled focus on implementation science in health psychology could provide novel prospects for enhancing the impact of health behaviour change evidence. We report a Health Psychology Review-specific review-of-reviews of trials of health behaviour change interventions published from inception to April 2020. We identified 34 reviews and assessed whether implementation readiness of behaviour change interventions was discussed. We then narratively review how implementation science has integrated theory/methods from health psychology and related discipline. Finally, we demonstrate how greater synergy between implementation science and health psychology could promote greater follow-through on advances made in the science of health behaviour change.
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Affiliation(s)
- Justin Presseau
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Canada.,School of Epidemiology and Public Health, University of Ottawa, Ottawa, Canada.,School of Psychology, University of Ottawa, Ottawa, Canada
| | | | - Sarah Hotham
- Centre for Health Services Studies, University of Kent, Canterbury, UK
| | | | - Sebastian Potthoff
- Department of Social Work, Education, and Community Wellbeing, Northumbria University, Newcastle upon Tyne, UK
| | - Lou Atkinson
- School of Psychology, Aston University, Birmingham, UK
| | - Eleanor R Bull
- Research Centre for Health, Psychology and Communities, Manchester Metropolitan University, Manchester, UK
| | - Alexandra L Dima
- Health Services and Performance Research, University Claude Bernard Lyon 1, Lyon, France
| | | | - David French
- School of Health Sciences & Manchester Centre for Health Psychology, University of Manchester, Manchester, UK
| | - Nelli Hankonen
- Social Psychology, Faculty of Social Sciences, University of Helsinki, Helsinki, Finland
| | - Jo Hart
- Division of Medical Education, University of Manchester, Manchester, UK
| | - Gill A Ten Hoor
- Dept of Work & Social Psychology, Maastricht University, Maastricht, The Netherlands.,Dept of Health Promotion and Behavioral Sciences, The University of Texas School of Public Health, Houston, TX, USA
| | - Kristian Hudson
- Centre for Aging and Rehabilitation, Bradford Institute for Health Research, Bradford, UK
| | - Dominika Kwasnicka
- Faculty of Psychology, SWPS University of Social Sciences and Humanities, Wroclaw, Poland.,NHMRC CRE in Digital Technology to Transform Chronic Disease Outcomes, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
| | - Sanne van Lieshout
- Team Advies & Onderzoek, Municipal Health Service (GGD) Kennemerland, Haarlem, the Netherlands
| | - Jennifer McSharry
- Health Behaviour Change Research Group, National University of Ireland, Galway, Ireland
| | - Ellinor K Olander
- Centre for Maternal and Child Health Research, School of Health Sciences, City, University of London, London, United Kingdom
| | - Rachael Powell
- School of Health Sciences & Manchester Centre for Health Psychology, University of Manchester, Manchester, UK
| | - Elaine Toomey
- Health Behaviour Change Research Group, National University of Ireland, Galway, Ireland.,School of Allied Health, University of Limerick, Limerick, Ireland
| | - Molly Byrne
- Health Behaviour Change Research Group, National University of Ireland, Galway, Ireland
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16
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Sharif A, Jendle J, Hellgren KJ. Screening for Diabetic Retinopathy with Extended Intervals, Safe and Without Compromising Adherence: A Retrospective Cohort Study. Diabetes Ther 2021; 12:223-234. [PMID: 33165837 PMCID: PMC7649703 DOI: 10.1007/s13300-020-00957-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 10/21/2020] [Indexed: 12/31/2022] Open
Abstract
INTRODUCTION Screening for diabetic retinopathy (DR) prevents blindness through the early detection of sight-threatening retinal microvascular lesions that respond to timely local treatment. However, the provision of easy and regular access to DR screening programs is currently being challenged by the increasing prevalence of diabetes. One proposed solution is to extend the screening interval for patients at low risk for progression of retinopathy. To date, most providers of screening programs have hesitated to implement a strategy of extended intervals due to the lack of data on whether adherence and safety are compromised when retinal examinations occur less frequently. In the study reported here, we investigated adherence to the screening program and progression of retinopathy in patients with type 2 diabetes participating in a DR screening program with extended intervals. METHODS This was a retrospective study that included 1000 patients with type 2 diabetes mellitus who attended a screening program for DR. The patients were consecutively placed into a low-risk patient cohort with no retinopathy or into an intermediate-risk patient cohort with mild retinopathy (each cohort n = 500). Screening intervals were 36 months for the low-risk cohort and 18 months for the intermediate-risk cohort. RESULTS The 1000 subjects enrolled in the study had a median age of 68 (interquartile range 12) years and 60.4% were men. At the follow-up screening visit, data on 102 subjects were not included in the analysis of adherence rate due to death, severe systemic illness, other concurrent eye disease or migration. Among the 898 remaining subjects, adherence to the screening program was 93.7% (413/443) in the 36-month group and 98.3% (449/455) in the 18-month group (p < 0.0001). Non-adherence decreased with increasing age (odds ratio 0.92, 95% confidence interval 0.888-0.954, p = 0.0005). At follow-up, 65 subjects showed progression of retinopathy; none had worse than moderate retinopathy. Risk factors for DR and treatment for hyperglycemia, hypertension and hyperlipidemia were compared among subjects in the low-risk cohort: non-adherent subjects did not differ from their adherent counterparts without progression of DR, but the former had a shorter duration of diabetes and higher diastolic blood pressure than adherent subjects with progression of DR (4.5 vs. 7.5 years, p = 0.007; and 80 vs. 75 mmHg, p = 0.02, respectively). CONCLUSION The results suggest that screening DR at extended intervals can be achieved with high adherence rates without compromising patient safety. However, younger subjects and those at higher risk of progression may require extra attention.
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Affiliation(s)
- Ali Sharif
- Department of Ophthalmology, Karlstad Hospital, Region Värmland, Karlstad, Sweden.
- Diabetes Endocrinology and Metabolism Research Center, Örebro University, Örebro, Sweden.
- Institute of Medical Sciences, Örebro University, Örebro, Sweden.
| | - Johan Jendle
- Diabetes Endocrinology and Metabolism Research Center, Örebro University, Örebro, Sweden
- Institute of Medical Sciences, Örebro University, Örebro, Sweden
| | - Karl-Johan Hellgren
- Department of Ophthalmology, Karlstad Hospital, Region Värmland, Karlstad, Sweden
- Diabetes Endocrinology and Metabolism Research Center, Örebro University, Örebro, Sweden
- Institute of Medical Sciences, Örebro University, Örebro, Sweden
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17
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Limwattanayingyong J, Nganthavee V, Seresirikachorn K, Singalavanija T, Soonthornworasiri N, Ruamviboonsuk V, Rao C, Raman R, Grzybowski A, Schaekermann M, Peng LH, Webster DR, Semturs C, Krause J, Sayres R, Hersch F, Tiwari R, Liu Y, Ruamviboonsuk P. Longitudinal Screening for Diabetic Retinopathy in a Nationwide Screening Program: Comparing Deep Learning and Human Graders. J Diabetes Res 2020; 2020:8839376. [PMID: 33381600 PMCID: PMC7758133 DOI: 10.1155/2020/8839376] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 11/06/2020] [Accepted: 11/30/2020] [Indexed: 01/18/2023] Open
Abstract
OBJECTIVE To evaluate diabetic retinopathy (DR) screening via deep learning (DL) and trained human graders (HG) in a longitudinal cohort, as case spectrum shifts based on treatment referral and new-onset DR. METHODS We randomly selected patients with diabetes screened twice, two years apart within a nationwide screening program. The reference standard was established via adjudication by retina specialists. Each patient's color fundus photographs were graded, and a patient was considered as having sight-threatening DR (STDR) if the worse eye had severe nonproliferative DR, proliferative DR, or diabetic macular edema. We compared DR screening via two modalities: DL and HG. For each modality, we simulated treatment referral by excluding patients with detected STDR from the second screening using that modality. RESULTS There were 5,738 patients (12.3% STDR) in the first screening. DL and HG captured different numbers of STDR cases, and after simulated referral and excluding ungradable cases, 4,148 and 4,263 patients remained in the second screening, respectively. The STDR prevalence at the second screening was 5.1% and 6.8% for DL- and HG-based screening, respectively. Along with the prevalence decrease, the sensitivity for both modalities decreased from the first to the second screening (DL: from 95% to 90%, p = 0.008; HG: from 74% to 57%, p < 0.001). At both the first and second screenings, the rate of false negatives for the DL was a fifth that of HG (0.5-0.6% vs. 2.9-3.2%). CONCLUSION On 2-year longitudinal follow-up of a DR screening cohort, STDR prevalence decreased for both DL- and HG-based screening. Follow-up screenings in longitudinal DR screening can be more difficult and induce lower sensitivity for both DL and HG, though the false negative rate was substantially lower for DL. Our data may be useful for health-economics analyses of longitudinal screening settings.
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Affiliation(s)
- Jirawut Limwattanayingyong
- Department of Ophthalmology, College of Medicine, Rangsit University, Rajavithi Hospital, Bangkok, Thailand
| | - Variya Nganthavee
- Department of Ophthalmology, College of Medicine, Rangsit University, Rajavithi Hospital, Bangkok, Thailand
| | - Kasem Seresirikachorn
- Department of Ophthalmology, College of Medicine, Rangsit University, Rajavithi Hospital, Bangkok, Thailand
| | - Tassapol Singalavanija
- Department of Ophthalmology, Chulabhorn Hospital, HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand
| | | | - Varis Ruamviboonsuk
- Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Chetan Rao
- Shri Bhagwan Mahavir Vitreoretinal Services, Sankara Nethralaya, Chennai, Tamil Nadu, India
| | - Rajiv Raman
- Shri Bhagwan Mahavir Vitreoretinal Services, Sankara Nethralaya, Chennai, Tamil Nadu, India
| | - Andrzej Grzybowski
- Department of Ophthalmology, University of Warmia and Mazury, Olsztyn, Poland
- Institute for Research in Ophthalmology, Foundation for Ophthalmology Development, Poznan, Poland
| | | | | | | | | | | | | | | | - Richa Tiwari
- Work done at Google via Optimum Solutions Pte Ltd, Singapore
| | - Yun Liu
- Google Health, Palo Alto, CA, USA
| | - Paisan Ruamviboonsuk
- Department of Ophthalmology, College of Medicine, Rangsit University, Rajavithi Hospital, Bangkok, Thailand
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Health education improves referral compliance of persons with probable Diabetic Retinopathy: A randomized controlled trial. PLoS One 2020; 15:e0242047. [PMID: 33180863 PMCID: PMC7660573 DOI: 10.1371/journal.pone.0242047] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Accepted: 10/22/2020] [Indexed: 11/23/2022] Open
Abstract
Objective Lack of awareness about Diabetic Retinopathy (DR) is the most commonly cited reason why many persons with type 2 diabetes are non-compliant with referral instruction to undergo retinal screening. The purpose of this study was to evaluate the efficacy of a culturally, geographically and socially appropriate, locally adapted five-month-long health education on referral compliance of participants. Method A prospective randomized, open-label parallel group study was conducted on persons with type 2 diabetes who underwent basic eye screening at a diabetes hospital between September 2017 and August 2018. Participants who were noncompliant with referral instruction to visit a hospital for advanced DR management were randomly divided into health education intervention group (n = 143) and control group (n = 156). Both groups received information regarding DR and referral instruction at the diabetes hospital. The intervention group was provided personalized education followed by telephonic reminders. The primary endpoint was ‘increase in referral compliance’ and the secondary endpoint was ‘increase in knowledge of DR’. Multivariate logistic regression model was used to identify significant predictors of compliance to referral. Results A total of nine participants dropped and 290 completed the post intervention survey. The compliance rate in intervention group was found to be significantly higher than the control group (64.3% vs 28.2%; OR 4.73; 95% CI 2.87–7.79; p<0.001). Participants in the intervention group acquired better knowledge on DR (p<0.05). Apart from intervention, referral compliance rate was also found to be significantly associated with participants’ self-perception of vision problem (OR 2.02; 95% CI 1.02–4.01; p = 0.045) and participants’ income (OR 1.24; 95% CI 1.06–1.44; p = 0.008). Discussion Our results suggest that intensive health education on DR should be integrated with diabetes education as it may result in significantly improved referral compliance. Outcomes may be sustainable if interventions are institutionalized at referral point. Trial registration Clinical Trials.gov (Registration # NCT03658980); https://clinicaltrials.gov/ct2/show/NCT03658980.
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Dubromel A, Duvinage-Vonesch MA, Geffroy L, Dussart C. Organizational aspect in healthcare decision-making: a literature review. JOURNAL OF MARKET ACCESS & HEALTH POLICY 2020; 8:1810905. [PMID: 32944200 PMCID: PMC7482895 DOI: 10.1080/20016689.2020.1810905] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/22/2020] [Revised: 08/03/2020] [Accepted: 08/12/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND Organizational aspect is rarely considered in healthcare. However, it is gradually seen as one of the key aspects of the decision-making process as well as clinical and economic dimensions. Our primary objective was to identify criteria already used to assess the organizational impact of medical innovations. Our secondary objective was to structure them into an inventory to support decision-makers to select the relevant criteria for their complex decision-making issues. MATERIALS AND METHODS A search using the Medline database was conducted in June 2019. The records published between January, 1990 and December, 2018 were identified. The publications cited by the authors of the included articles and the websites of health technology assessment agencies, units or learned societies identified during the search were also consulted. The identified criteria were structured in an inventory. RESULTS We selected 107 records of a wide range of evidence mostly published after the 2000s. We identified 636 criteria that we classified into five categories: people, task, structure, technology, and surroundings. CONCLUSION Criteria selection is a crucial step in any multi-criteria decision analysis (MCDA). This work is the first step in the development of a validated MCDA method to assess the organizational impact of medical innovations.
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Affiliation(s)
- Amélie Dubromel
- Hospices Civils de Lyon, Pharmacie Et Stérilisation Centrales, Saint-Genis-Laval, France
| | | | - Loïc Geffroy
- Laboratory “Systemic Health Care”, EA 4129, University Claude Bernard Lyon 1, University of Lyon, Lyon, France
| | - Claude Dussart
- Hospices Civils de Lyon, Pharmacie Et Stérilisation Centrales, Saint-Genis-Laval, France
- Laboratory “Systemic Health Care”, EA 4129, University Claude Bernard Lyon 1, University of Lyon, Lyon, France
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Agbadjé TT, Elidor H, Perin MS, Adekpedjou R, Légaré F. Towards a taxonomy of behavior change techniques for promoting shared decision making. Implement Sci 2020; 15:67. [PMID: 32819410 PMCID: PMC7439658 DOI: 10.1186/s13012-020-01015-w] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Accepted: 07/01/2020] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND There is little information about the functions and behavior change techniques (BCTs) needed to implement shared decision making (SDM) in clinical practice. To guide future implementation initiatives, we sought to develop a BCT taxonomy for SDM implementation interventions. METHODS This study is a secondary analysis of a 2018 Cochrane review on interventions for increasing the use of shared decision making by healthcare professionals. We examined all 87 studies included in the review. We extracted relevant information on each study intervention into a spreadsheet. Coders had undergone a training workshop on intervention functions and online training on BCT Taxonomy version 1 (BCTTv1). We performed functions and BCTs coding trials, and identified coding rules. We used Michie's guide for designing behavior change interventions to code the functions and BCTs used in the interventions. Coders met to compare coding and discrepancies were discussed until consensus was reached. Data was analyzed using simple descriptive statistics. RESULTS Overall, 7 functions, 24 combinations of functions and 32 BCTs were used in the 87 SDM implementation interventions. The mean of functions per intervention was 2.5 and the mean of BCTs per intervention was 3.7. The functions Coercion and Restriction were not found. The most common function was Education (73 studies). Three combinations of functions were most common (e.g: Education + Persuasion, used in 10 studies). The functions associated with more effective SDM implementation interventions were Modeling and Training. The most effective combination of functions was Education + Training + Modeling + Enablement. The most commonly used BCT was Instruction on how to perform the behavior (43 studies). BCTs associated with more effective SDM implementation interventions were: Instruction on how to perform the behavior, Demonstration of the behavior, Feedback on behavior, Pharmacological support, Material reward, and Biofeedback. Twenty-five BCTs were associated with less effective SDM implementation interventions. Four new BCTs were identified: General information to support the behavior, Tailoring, Exercises to conceptually prepare for the behavior, and Experience sharing and learning. CONCLUSIONS We established a BCT taxonomy specific to the field of SDM to guide future SDM implementation interventions. Four new BCTs should be added to BCTTv1.
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Affiliation(s)
- Titilayo Tatiana Agbadjé
- Canada Research Chair in Shared Decision Making and Knowledge Translation, Université Laval, Quebec, Canada
- Centre de recherche en santé durable (VITAM), Quebec, QC, Canada
- Centre Intégré Universitaire de Santé et Services Sociaux de la Capitale-Nationale (CIUSSS-CN), Quebec, QC, Canada
| | - Hélène Elidor
- Canada Research Chair in Shared Decision Making and Knowledge Translation, Université Laval, Quebec, Canada
- Centre de recherche en santé durable (VITAM), Quebec, QC, Canada
- Centre Intégré Universitaire de Santé et Services Sociaux de la Capitale-Nationale (CIUSSS-CN), Quebec, QC, Canada
| | | | - Rhéda Adekpedjou
- Canada Research Chair in Shared Decision Making and Knowledge Translation, Université Laval, Quebec, Canada
- Centre de recherche en santé durable (VITAM), Quebec, QC, Canada
- Centre Intégré Universitaire de Santé et Services Sociaux de la Capitale-Nationale (CIUSSS-CN), Quebec, QC, Canada
| | - France Légaré
- Canada Research Chair in Shared Decision Making and Knowledge Translation, Université Laval, Quebec, Canada.
- Centre de recherche en santé durable (VITAM), Quebec, QC, Canada.
- Centre Intégré Universitaire de Santé et Services Sociaux de la Capitale-Nationale (CIUSSS-CN), Quebec, QC, Canada.
- Department of Family Medicine and Emergency Medicine, Faculty of Medicine, Université Laval, Quebec, Canada.
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21
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Lewis JE, Morris K, Powell T, Thomas RL, Owens DR. Combining diabetic foot and retinopathy screening: A step in the right direction? - a feasibility study. SAGE Open Med 2020; 8:2050312120946244. [PMID: 32782799 PMCID: PMC7388135 DOI: 10.1177/2050312120946244] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2020] [Accepted: 07/09/2020] [Indexed: 12/26/2022] Open
Abstract
Objectives Peripheral artery disease is a major cardiovascular disease affecting more than 200 million people globally and up to 4 times more frequent in the diabetic population. It can lead to lower extremity amputations or revascularisation and is associated with an increased risk of myocardial infarction, stroke and early mortality. This novel cross-sectional study aimed to explore the feasibility and acceptability of incorporating diabetic foot screening at routine diabetic retinopathy screening appointments. Methods Participants underwent foot screening during the interval between pupil dilatation and retinal photography as part of the eye screening procedure. Lower limb arterial assessment included ankle brachial index, pulse volume waveform and protective light touch sensation. Results Of 364 participants invited, 88% (n = 321) met the inclusion criteria. About 26.4% (n = 86) had asymptomatic peripheral artery disease and 3% (n = 10) had peripheral sensory neuropathy. Binary logistical regression analysis identified age (p < 0.005), existing coronary heart disease (p < 0.005) and gender (p = 0.03) as predictors of peripheral artery disease. Conclusion Incorporating foot examination during eye screening appointments is feasible and was well received by participants and staff alike. Undiagnosed early peripheral artery disease was evident in a third of the study population emphasising the benefit of introducing foot surveillance into eye screening appointments for the early identification of lower limb arterial disease and peripheral sensory neuropathy.
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Affiliation(s)
| | | | - Thomas Powell
- Cwm Taf Morgannwg University Health Board, Abercynon, UK
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22
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Atkins L, Sallis A, Chadborn T, Shaw K, Schneider A, Hopkins S, Bunten A, Michie S, Lorencatto F. Reducing catheter-associated urinary tract infections: a systematic review of barriers and facilitators and strategic behavioural analysis of interventions. Implement Sci 2020; 15:44. [PMID: 32624002 PMCID: PMC7336619 DOI: 10.1186/s13012-020-01001-2] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Accepted: 05/18/2020] [Indexed: 11/18/2022] Open
Abstract
Background Reducing the need for antibiotics is crucial in addressing the global threat of antimicrobial resistance. Catheter-associated urinary tract infection (CAUTI) is one of the most frequent device-related infections that may be amenable to prevention. Interventions implemented nationally in England target behaviours related to catheter insertion, maintenance and removal, but the extent to which they target barriers to and facilitators of these behaviours is unclear. This strategic behavioural analysis applied behavioural science frameworks to (i) identify barriers to and facilitators of behaviours that lead to CAUTI (CAUTI-related behaviours) in primary, community and secondary care and nursing homes; (ii) describe the content of nationally adopted interventions; and (iii) assess the extent to which intervention content is theoretically congruent with barriers and facilitators. Methods A mixed-methods, three-phased study: (1) systematic review of 25 studies to identify (i) behaviours relevant to CAUTI and (ii) barriers to and facilitators of CAUTI-related behaviours, classified using the COM-B model and Theoretical Domains Framework (TDF); (2) content analysis of nationally adopted CAUTI interventions in England identified through stakeholder consultation, classified using the Behaviour Change Wheel (BCW) and Behaviour Change Techniques Taxonomy (BCTTv1); and (3) findings from 1 and 2 were linked using matrices linking COM-B and TDF to BCW/BCTTv1 in order to signpost to intervention design and refinement. Results The most frequently reported barriers to and facilitators of CAUTI-related behaviours related to ‘environmental context and resources’; ‘knowledge’; ‘beliefs about consequences’; ‘social influences’; ‘memory, attention and decision processes’; and ‘social professional role and identity.’ Eleven interventions aiming to reduce CAUTI were identifed. Interventions were primarily guidelines and included on average 2.3 intervention functions (1–5) and six BCTs (2–11), most frequently ‘education’, ‘training’ and ‘enablement.’ The most frequently used BCT was ‘information about health consequences’ which was used in almost all interventions. Social professional role and identity and environmental context and resources were targeted least frequently with potentially relevant BCTs. Conclusions Interventions incorporated half the potentially relevant content to target identifed barriers to and facilitators of CAUTI-related behaviours. There were missed opportunities for intervention as most focus on shaping knowledge rather than addressing motivational, social and environmental influences. This study suggests that targeting motivational, social and environmental influences may lead to more effective intervention design and refinement.
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Affiliation(s)
- Lou Atkins
- Centre for Behaviour Change, University College London, Alexandra House, 7-19 Queens Square, London, WC1N 3AZ, UK.
| | - Anna Sallis
- Public Health England, Wellington House, 133-155 Waterloo Road, London, SE1 8UG, UK
| | - Tim Chadborn
- Public Health England, Wellington House, 133-155 Waterloo Road, London, SE1 8UG, UK
| | - Karen Shaw
- Public Health England, Wellington House, 133-155 Waterloo Road, London, SE1 8UG, UK
| | - Annegret Schneider
- Centre for Behaviour Change, University College London, Alexandra House, 7-19 Queens Square, London, WC1N 3AZ, UK
| | - Susan Hopkins
- Public Health England, Wellington House, 133-155 Waterloo Road, London, SE1 8UG, UK
| | - Amanda Bunten
- Public Health England, Wellington House, 133-155 Waterloo Road, London, SE1 8UG, UK
| | - Susan Michie
- Centre for Behaviour Change, University College London, Alexandra House, 7-19 Queens Square, London, WC1N 3AZ, UK
| | - Fabiana Lorencatto
- Centre for Behaviour Change, University College London, Alexandra House, 7-19 Queens Square, London, WC1N 3AZ, UK
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23
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Riordan F, Racine E, Phillip ET, Bradley C, Lorencatto F, Murphy M, Murphy A, Browne J, Smith SM, Kearney PM, McHugh SM. Development of an intervention to facilitate implementation and uptake of diabetic retinopathy screening. Implement Sci 2020; 15:34. [PMID: 32429983 PMCID: PMC7236930 DOI: 10.1186/s13012-020-00982-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Accepted: 03/12/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND 'Implementation interventions' refer to methods used to enhance the adoption and implementation of clinical interventions such as diabetic retinopathy screening (DRS). DRS is effective, yet uptake is often suboptimal. Despite most routine management taking place in primary care and the central role of health care professionals (HCP) in referring to DRS, few interventions have been developed for primary care. We aimed to develop a multifaceted intervention targeting both professionals and patients to improve DRS uptake as an example of a systematic development process combining theory, stakeholder involvement, and evidence. METHODS First, we identified target behaviours through an audit in primary care of screening attendance. Second, we interviewed patients (n = 47) and HCP (n = 30), to identify determinants of uptake using the Theoretical Domains Framework, mapping these to behaviour change techniques (BCTs) to develop intervention content. Thirdly, we conducted semi-structured consensus groups with stakeholders, specifically users of the intervention, i.e. patients (n = 15) and HCPs (n = 16), regarding the feasibility, acceptability, and local relevance of selected BCTs and potential delivery modes. We consulted representatives from the national DRS programme to check intervention 'fit' with existing processes. We applied the APEASE criteria (affordability, practicability, effectiveness, acceptability, side effects, and equity) to select the final intervention components, drawing on findings from the previous steps, and a rapid evidence review of operationalised BCT effectiveness. RESULTS We identified potentially modifiable target behaviours at the patient (consent, attendance) and professional (registration) level. Patient barriers to consent/attendance included confusion between screening and routine eye checks, and fear of a negative result. Enablers included a recommendation from friends/family or professionals and recognising screening importance. Professional barriers to registration included the time to register patients and a lack of readily available information on uptake in their local area/practice. Most operationalised BCTs were acceptable to patients and HCPs while the response to feasibility varied. After considering APEASE, the core intervention, incorporating a range of BCTs, involved audit/feedback, electronic prompts targeting professionals, HCP-endorsed reminders (face-to-face, by phone and letter), and an information leaflet for patients. CONCLUSIONS Using the example of an intervention to improve DRS uptake, this study illustrates an approach to integrate theory with user involvement. This process highlighted tensions between theory-informed and stakeholder suggestions, and the need to apply the Theoretical Domains Framework (TDF)/BCT structure flexibly. The final intervention draws on the trusted professional-patient relationship, leveraging existing services to enhance implementation of the DRS programme. Intervention feasibility in primary care will be evaluated in a randomised cluster pilot trial.
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Affiliation(s)
- Fiona Riordan
- School of Public Health, University College Cork, Western Gateway Building, Western Rd, Cork, Ireland.
| | - Emmy Racine
- School of Public Health, University College Cork, Western Gateway Building, Western Rd, Cork, Ireland
| | - Eunice T Phillip
- School of Public Health, University College Cork, Western Gateway Building, Western Rd, Cork, Ireland
| | - Colin Bradley
- Department of General Practice, University College Cork, Cork, Ireland
| | | | - Mark Murphy
- Department of General Practice, Royal College of Surgeons of Ireland, Dublin, Ireland
| | - Aileen Murphy
- Department of Economics, Cork University Business School, University College Cork, Cork, Ireland
| | - John Browne
- School of Public Health, University College Cork, Western Gateway Building, Western Rd, Cork, Ireland
| | - Susan M Smith
- Department of General Practice, Royal College of Surgeons of Ireland, Dublin, Ireland
| | - Patricia M Kearney
- School of Public Health, University College Cork, Western Gateway Building, Western Rd, Cork, Ireland
| | - Sheena M McHugh
- School of Public Health, University College Cork, Western Gateway Building, Western Rd, Cork, Ireland
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24
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Riordan F, Racine E, Smith SM, Murphy A, Browne J, Kearney PM, Bradley C, James M, Murphy M, McHugh SM. Feasibility of an implementation intervention to increase attendance at diabetic retinopathy screening: protocol for a cluster randomised pilot trial. Pilot Feasibility Stud 2020; 6:64. [PMID: 32426158 PMCID: PMC7216495 DOI: 10.1186/s40814-020-00608-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Accepted: 04/23/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Diabetic retinopathy screening (DRS) leads to the earlier detection of retinopathy and treatment that can prevent or delay the development of diabetes-related blindness. However, uptake continues to be sub-optimal in many countries, including Ireland. Routine management of type 2 diabetes largely takes place in primary care. As such, there may be an opportunity in primary care to introduce interventions to improve DRS uptake. However, few studies test the feasibility of interventions to enhance DRS uptake in this context. Our aim is to investigate the feasibility of an implementation intervention (IDEAs (Improving Diabetes Eye screening Attendance)) delivered in general practice to improve the uptake of the national DRS programme, RetinaScreen. METHODS The IDEAs study is a cluster randomised pilot trial with an embedded process evaluation and economic evaluation. Following stratification by practice size, eight general practices (clusters) will be randomly allocated to intervention (n = 4) or wait-list control groups (n = 4). The intervention will be delivered for 6 months, after which, it will be administered to wait-list control practices. The intervention is multi-faceted and comprises provider-level components (training, audit and feedback, health care professional prompt, reimbursement) and patient-level components (GP-endorsed reminder with information leaflet delivered opportunistically face-to-face, and systematically by phone and letter). Patient inclusion criteria are type 1 or type 2 diabetes and DRS programme non-attendance. A multi-method approach will be used to determine screening uptake, evaluate the trial and study procedures and examine the acceptability and feasibility of the intervention from staff and patient perspectives. Quantitative and qualitative data will be collected on intervention uptake and delivery, research processes and outcomes. Data will be collected at the practice, health professional and patient level. A partial economic evaluation will be conducted to estimate the cost of delivering the implementation intervention in general practice. Formal continuation criteria will be used to determine whether IDEAs should progress to a definitive trial. DISCUSSION Findings will determine whether IDEAsis feasible and acceptable and will be used to refine the intervention and study procedures. A definitive trial will determine whether IDEAs is a cost-effective intervention to improve DRS uptake and reduce diabetes-related blindness. TRIAL REGISTRATION ClinicalTrials.gov NCT03901898. Registered 3rd April 2019.
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Affiliation(s)
- Fiona Riordan
- School of Public Health, University College Cork, Western Gateway Building, Western Rd, Cork, Ireland
| | - Emmy Racine
- School of Public Health, University College Cork, Western Gateway Building, Western Rd, Cork, Ireland
| | - Susan M. Smith
- Department of General Practice, Royal College of Surgeons of Ireland, Dublin, Ireland
| | - Aileen Murphy
- Department of Economics, Cork University Business School, University College Cork, Cork, Ireland
| | - John Browne
- School of Public Health, University College Cork, Western Gateway Building, Western Rd, Cork, Ireland
| | - Patricia M. Kearney
- School of Public Health, University College Cork, Western Gateway Building, Western Rd, Cork, Ireland
| | - Colin Bradley
- Department of General Practice, University College Cork, Cork, Ireland
| | - Mark James
- Medical Education Unit, University College Cork, Cork, Ireland
| | - Mark Murphy
- Department of General Practice, Royal College of Surgeons of Ireland, Dublin, Ireland
| | - Sheena M. McHugh
- School of Public Health, University College Cork, Western Gateway Building, Western Rd, Cork, Ireland
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25
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Xie Y, Nguyen QD, Hamzah H, Lim G, Bellemo V, Gunasekeran DV, Yip MYT, Qi Lee X, Hsu W, Li Lee M, Tan CS, Tym Wong H, Lamoureux EL, Tan GSW, Wong TY, Finkelstein EA, Ting DSW. Artificial intelligence for teleophthalmology-based diabetic retinopathy screening in a national programme: an economic analysis modelling study. LANCET DIGITAL HEALTH 2020; 2:e240-e249. [PMID: 33328056 DOI: 10.1016/s2589-7500(20)30060-1] [Citation(s) in RCA: 144] [Impact Index Per Article: 28.8] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 02/18/2020] [Accepted: 02/21/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND Deep learning is a novel machine learning technique that has been shown to be as effective as human graders in detecting diabetic retinopathy from fundus photographs. We used a cost-minimisation analysis to evaluate the potential savings of two deep learning approaches as compared with the current human assessment: a semi-automated deep learning model as a triage filter before secondary human assessment; and a fully automated deep learning model without human assessment. METHODS In this economic analysis modelling study, using 39 006 consecutive patients with diabetes in a national diabetic retinopathy screening programme in Singapore in 2015, we used a decision tree model and TreeAge Pro to compare the actual cost of screening this cohort with human graders against the simulated cost for semi-automated and fully automated screening models. Model parameters included diabetic retinopathy prevalence rates, diabetic retinopathy screening costs under each screening model, cost of medical consultation, and diagnostic performance (ie, sensitivity and specificity). The primary outcome was total cost for each screening model. Deterministic sensitivity analyses were done to gauge the sensitivity of the results to key model assumptions. FINDINGS From the health system perspective, the semi-automated screening model was the least expensive of the three models, at US$62 per patient per year. The fully automated model was $66 per patient per year, and the human assessment model was $77 per patient per year. The savings to the Singapore health system associated with switching to the semi-automated model are estimated to be $489 000, which is roughly 20% of the current annual screening cost. By 2050, Singapore is projected to have 1 million people with diabetes; at this time, the estimated annual savings would be $15 million. INTERPRETATION This study provides a strong economic rationale for using deep learning systems as an assistive tool to screen for diabetic retinopathy. FUNDING Ministry of Health, Singapore.
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Affiliation(s)
- Yuchen Xie
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Quang D Nguyen
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Haslina Hamzah
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Gilbert Lim
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; School of Computing, National University of Singapore, Singapore
| | - Valentina Bellemo
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | | | | | - Xin Qi Lee
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Wynne Hsu
- School of Computing, National University of Singapore, Singapore
| | - Mong Li Lee
- School of Computing, National University of Singapore, Singapore
| | - Colin S Tan
- Tan Tock Seng Hospital, National Healthcare Group, Singapore
| | - Hon Tym Wong
- Tan Tock Seng Hospital, National Healthcare Group, Singapore
| | - Ecosse L Lamoureux
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Tan Tock Seng Hospital, National Healthcare Group, Singapore
| | - Gavin S W Tan
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Tan Tock Seng Hospital, National Healthcare Group, Singapore
| | - Tien Y Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Tan Tock Seng Hospital, National Healthcare Group, Singapore
| | | | - Daniel S W Ting
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore; Tan Tock Seng Hospital, National Healthcare Group, Singapore; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yet-Sen University, Guangzhou, China.
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26
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Vujosevic S, Aldington SJ, Silva P, Hernández C, Scanlon P, Peto T, Simó R. Screening for diabetic retinopathy: new perspectives and challenges. Lancet Diabetes Endocrinol 2020; 8:337-347. [PMID: 32113513 DOI: 10.1016/s2213-8587(19)30411-5] [Citation(s) in RCA: 285] [Impact Index Per Article: 57.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 11/18/2019] [Accepted: 11/18/2019] [Indexed: 12/15/2022]
Abstract
Although the prevalence of all stages of diabetic retinopathy has been declining since 1980 in populations with improved diabetes control, the crude prevalence of visual impairment and blindness caused by diabetic retinopathy worldwide increased between 1990 and 2015, largely because of the increasing prevalence of type 2 diabetes, particularly in low-income and middle-income countries. Screening for diabetic retinopathy is essential to detect referable cases that need timely full ophthalmic examination and treatment to avoid permanent visual loss. In the past few years, personalised screening intervals that take into account several risk factors have been proposed, with good cost-effectiveness ratios. However, resources for nationwide screening programmes are scarce in many countries. New technologies, such as scanning confocal ophthalmology with ultrawide field imaging and handheld mobile devices, teleophthalmology for remote grading, and artificial intelligence for automated detection and classification of diabetic retinopathy, are changing screening strategies and improving cost-effectiveness. Additionally, emerging evidence suggests that retinal imaging could be useful for identifying individuals at risk of cardiovascular disease or cognitive impairment, which could expand the role of diabetic retinopathy screening beyond the prevention of sight-threatening disease.
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Affiliation(s)
- Stela Vujosevic
- Eye Unit, University Hospital Maggiore della Carità, Novara, Italy
| | - Stephen J Aldington
- Department of Ophthalmology, Gloucestershire Hospitals NHS Foundation Trust, Cheltenham, UK
| | - Paolo Silva
- Beetham Eye Institute, Joslin Diabetes Centre, Harvard Medical School, Boston, MA, USA; Philippine Eye Research Institute, University of the Philippines, Manila, Philippines
| | - Cristina Hernández
- Diabetes and Metabolism Research Unit, Vall d'Hebron Research Institute, Barcelona, Spain; Department of Medicine and Endocrinology, Autonomous University of Barcelona, Barcelona, Spain; Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Instituto de Salud Carlos III, Madrid, Spain
| | - Peter Scanlon
- Department of Ophthalmology, Gloucestershire Hospitals NHS Foundation Trust, Cheltenham, UK
| | - Tunde Peto
- Centre for Public Health, Queen's University Belfast, Belfast, UK
| | - Rafael Simó
- Diabetes and Metabolism Research Unit, Vall d'Hebron Research Institute, Barcelona, Spain; Department of Medicine and Endocrinology, Autonomous University of Barcelona, Barcelona, Spain; Centro de Investigación Biomédica en Red de Diabetes y Enfermedades Metabólicas Asociadas, Instituto de Salud Carlos III, Madrid, Spain.
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27
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Lake AJ, Hateley-Browne JL, Rees G, Speight J. Effect of a tailored leaflet to promote diabetic retinopathy screening among young adults with type 2 diabetes: a randomised controlled trial. BMC Ophthalmol 2020; 20:80. [PMID: 32122322 PMCID: PMC7053154 DOI: 10.1186/s12886-020-1311-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Accepted: 01/08/2020] [Indexed: 01/14/2023] Open
Abstract
Background Young adults with type 2 diabetes (aged 18–39 years) are at risk of early onset and rapid progression of diabetic retinopathy, the leading cause of blindness and vision loss in working age adults. Early detection via retinal screening can prevent most vision loss, yet screening rates are consistently lower among this priority population than the general diabetes population. We aimed to test the effect of a tailored, evidence-based brief health behaviour change intervention (leaflet) on self-reported screening uptake, and previously identified social cognitive determinants of retinal screening. Methods A pragmatic, two-arm randomised controlled trial was conducted from September 2014 to April 2015. Participants were stratified by prior screening uptake (Yes/No) and randomly allocated to intervention (leaflet) or ‘usual care’ control (no leaflet). Primary outcome was self-reported screening uptake four weeks post-intervention for ‘No’ participants who had not previously screened for diabetic retinopathy. Secondary outcome variables were changes in knowledge, attitudes, normative beliefs, intention and behavioural skills for all participants, irrespective of prior screening behaviour. To assess intervention effects on secondary outcome variables, we conducted independent samples t-tests (two-tailed) on pre-post change scores. Results 129 young adults (26% no prior retinal screen) completed baseline; 101 completed post-intervention. Power to determine effect on the primary outcome was curtailed by low recruitment of individuals with no prior retinal screen and loss to follow-up. Attrition was associated significantly with country of birth, language spoken at home, and marital status. Significant intervention effect was observed for one secondary outcome variable: knowledge of diabetic retinopathy (p = .03) with moderate effect (partial eta squared η2 = .05); no adverse effects were reported. Control group participants received the leaflet at study completion. Conclusions This study confirms that a well-designed eye health and retinal screening promotion leaflet can increase knowledge of diabetic retinopathy, an important screening predictor. The study highlights the challenges of conducting ‘real-world’ health behaviour change research with this priority population, providing insights for clinicians and researchers. Strategies to recruit, engage and retain hard-to-reach populations are discussed including nonconventional alternatives to randomised controlled trial designs. Trial registration: ACTRN12614001110673, UTN No.: U1111–1161-9803. Registered 20 October 2014 - retrospectively registered https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=367127.
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Affiliation(s)
- Amelia J Lake
- School of Psychology, Deakin University, Geelong, VIC, 3220, Australia. .,The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, 3000, Australia.
| | - Jessica L Hateley-Browne
- School of Psychology, Deakin University, Geelong, VIC, 3220, Australia.,The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, 3000, Australia
| | - Gwyneth Rees
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, 3002, Australia.,Ophthalmology, Department of Surgery, University of Melbourne, Melbourne, 3010, Australia
| | - Jane Speight
- School of Psychology, Deakin University, Geelong, VIC, 3220, Australia.,The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, 3000, Australia.,AHP Research, Hornchurch, UK
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28
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Dogba MJ, Brent MH, Bach C, Asad S, Grimshaw J, Ivers N, Légaré F, Witteman HO, Squires J, Wang X, Sutakovic O, Zettl M, Drescher O, van Allen Z, McCleary N, Tremblay MC, Linklater S, Presseau J. Identifying Barriers and Enablers to Attending Diabetic Retinopathy Screening in Immigrants to Canada From Ethnocultural Minority Groups: Protocol for a Qualitative Descriptive Study. JMIR Res Protoc 2020; 9:e15109. [PMID: 32049067 PMCID: PMC7055809 DOI: 10.2196/15109] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Revised: 09/26/2019] [Accepted: 10/29/2019] [Indexed: 12/13/2022] Open
Abstract
Background Immigrants to Canada belonging to ethnocultural minority groups are at increased risk of developing diabetes and complications, including diabetic retinopathy, and they are also less likely to be screened and treated. Improved attendance to retinopathy screening (eye tests) has the potential to reduce permanent complications, including blindness. Objective This study aims to identify the barriers and enablers of attending diabetic retinopathy screening among ethnocultural minority immigrants living with diabetes in Quebec and Ontario, Canada, to inform the development of a behavior change intervention to improve diabetic retinopathy screening attendance. Methods The research question draws on the needs of patients and clinicians. Using an integrated knowledge translation approach, the research team includes clinicians, researchers, and patient partners who will contribute throughout the study to developing and reviewing materials and procedures, helping to recruit participants, and disseminating findings. Using a convenience snowball strategy, we will recruit participants from three target groups: South Asian and Chinese people, and French-speaking people of African descent. To better facilitate reaching these groups and support participant recruitment, we will partner with community organizations and clinics serving our target populations in Ontario and Quebec. Data will be collected using semistructured interviews, using topic guides developed in English and translated into French, Mandarin, Hindi, and Urdu, and conducted in those languages. Data collection and analysis will be structured according to the Theoretical Domains Framework (TDF), which synthesizes predominant theories of behavior change into 14 domains covering key modifiable factors that may operate as barriers or enablers to attending eye screening. We will use directed content analysis to code barriers and enablers to TDF domains, then thematic analysis to define key themes within domains. Results This study was approved for funding in December 2017, and the research ethics board approved the conduct of the study as of January 13, 2018. Data collection then began in April 2018. As of August 28, 2018, we have recruited 22 participants, and analysis is ongoing, with results expected to be published in 2020. Conclusions Findings from this study will inform the codevelopment of theory-informed, culturally- and linguistically-tailored interventions to support patients in attending retinopathy screening. International Registered Report Identifier (IRRID) DERR1-10.2196/15109
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Affiliation(s)
| | | | - Catherine Bach
- Department of Family Medicine and Emergency Medicine, Laval Unviersity, Québec, QC, Canada
| | - Sarah Asad
- Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada
| | - Jeremy Grimshaw
- Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada
| | - Noah Ivers
- Women's Health College, Toronto, ON, Canada
| | - France Légaré
- Department of Family Medicine and Emergency Medicine, Laval Unviersity, Québec, QC, Canada
| | - Holly O Witteman
- Department of Family Medicine and Emergency Medicine, Laval Unviersity, Québec, QC, Canada
| | - Janet Squires
- Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada
| | - Xiaoqin Wang
- Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada
| | | | - Mary Zettl
- Department of Family Medicine and Emergency Medicine, Laval Unviersity, Québec, QC, Canada
| | - Olivia Drescher
- Department of Family Medicine and Emergency Medicine, Laval Unviersity, Québec, QC, Canada
| | - Zack van Allen
- Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada
| | - Nicola McCleary
- Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada.,Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Marie-Claude Tremblay
- Department of Family Medicine and Emergency Medicine, Laval Unviersity, Québec, QC, Canada
| | - Stefanie Linklater
- Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada
| | - Justin Presseau
- Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada
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29
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Tracey M, Racine E, Riordan F, McHugh SM, Kearney PM. Understanding the uptake of a national retinopathy screening programme: An audit of people with diabetes in two large primary care centres. HRB Open Res 2019. [DOI: 10.12688/hrbopenres.12926.3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Background: Diabetic retinopathy (DR) is estimated to affect 25–26% of the Irish population with diabetes and is one of the leading causes of blindness among working-age adults. Regular diabetic retinopathy screening (DRS) can reduce the risk of sight loss. In 2013, the new national screening programme (RetinaScreen) was introduced in Ireland. Maximising DRS uptake (consent to participate in the programme and attendance once invited) is a priority, therefore it is important to identify characteristics which determine DRS uptake among those with diabetes in Ireland. We report uptake in an Irish primary care population during the initial phase of implementation of RetinaScreen and investigate factors which predict consenting to participate in the programme. Methods: In two primary care practices, data were extracted from records of people with diabetes (type 1 and type 2) aged ≥18 years who were eligible to participate in RetinaScreen between November 2013 and August 2015. Records were checked for a RetinaScreen letter. RetinaScreen were contacted to establish the status of those without a letter on file. Multivariable Poisson regression was used to examine associations between socio-demographic variables and consenting. Adjusted incident rate ratios (IRR) with 95% CI were generated as a measure of association. Results: Of 722 people with diabetes, one fifth (n=141) were not registered with RetinaScreen. Of 582 who were registered, 63% (n=365) had participated in screening. Most people who consented subsequently attended (n=365/382, 96%). People who had attended another retinopathy screening service were less likely to consent (IRR 0.65 [95%CI 0.5-0.8]; p<0.001). Other predictors were not significantly associated with consent. Conclusions: Over one third of eligible participants in RetinaScreen had not consented. Research is needed to understand barriers and enablers of DRS uptake in the Irish context. Implementing strategies to improve DRS uptake, barriers to consent in particular, should be a priority.
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Tracey M, Racine E, Riordan F, McHugh SM, Kearney PM. Understanding the uptake of a national retinopathy screening programme: An audit of patients with diabetes in two large primary care centres. HRB Open Res 2019; 2:17. [PMID: 32104778 PMCID: PMC7016880 DOI: 10.12688/hrbopenres.12926.2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/19/2019] [Indexed: 11/20/2022] Open
Abstract
Background: Diabetic retinopathy (DR) affects 8.2% of the Irish population with type 2 diabetes over 50 years and is one of the leading causes of blindness among working-age adults. Regular diabetic retinopathy screening (DRS) can reduce the risk of sight loss. In 2013, the new national screening programme (RetinaScreen) was introduced in Ireland. Maximising DRS uptake (consent to participate in the programme and attendance once invited) is a priority, therefore it is important to identify characteristics which determine DRS uptake among those with diabetes in Ireland. We report uptake in an Irish primary care population during the initial phase of implementation of RetinaScreen and investigate factors which predict consenting to participate in the programme. Methods: In two primary care practices, data were extracted from records of people with diabetes (type 1 and type 2) aged ≥18 years who were eligible to participate in RetinaScreen between November 2013 and August 2015. Records were checked for a RetinaScreen letter. RetinaScreen were contacted to establish the status of those without a letter on file. Multivariable Poisson regression was used to examine associations between socio-demographic variables and consenting. Adjusted incident rate ratios (IRR) with 95% CI were generated as a measure of association. Results: Of 722 people with diabetes, one fifth (n=141) were not registered with RetinaScreen. Of 582 who were registered, 63% (n=365) had participated in screening. Most people who consented subsequently attended (n=365/382, 96%). People who had attended another retinopathy screening service were less likely to consent (IRR 0.65 [95%CI 0.5-0.8]; p<0.001). Other predictors were not significantly associated with consent. Conclusions: Over one third of people eligible to participate in RetinaScreen had not consented. Research is needed to understand barriers and enablers of DRS uptake in the Irish context. Implementing strategies to improve DRS uptake (consent and attendance) should be a priority.
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Affiliation(s)
| | - Emmy Racine
- School of Public Health, University College Cork, Cork, Cork, T12 XF62, Ireland
| | - Fiona Riordan
- School of Public Health, University College Cork, Cork, Cork, T12 XF62, Ireland
| | - Sheena M McHugh
- School of Public Health, University College Cork, Cork, Cork, T12 XF62, Ireland
| | - Patricia M Kearney
- School of Public Health, University College Cork, Cork, Cork, T12 XF62, Ireland
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