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Bonilla-Escobar FJ, Ghobrial AI, Gallagher DS, Eller A, Waxman EL. Comprehensive insights into a decade-long journey: The evolution, impact, and human factors of an asynchronous telemedicine program for diabetic retinopathy screening in Pennsylvania, United States. PLoS One 2024; 19:e0305586. [PMID: 38995899 PMCID: PMC11244789 DOI: 10.1371/journal.pone.0305586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 06/01/2024] [Indexed: 07/14/2024] Open
Abstract
Diabetic Retinopathy stands as a leading cause of irreversible blindness, necessitating frequent examinations, especially in the early stages where effective treatments are available. However, current examination rates vary widely, ranging from 25-60%. This study scrutinizes the Point-of-Care Diabetic Retinopathy Examination Program at the University of Pittsburgh/UPMC, delving into its composition, evolution, challenges, solutions, and improvement opportunities. Employing a narrative approach, insights are gathered from key stakeholders, including ophthalmologists and staff from primary care clinics. A quantitative analysis from 2008 to 2020 provides a comprehensive overview of program outcomes, covering 94 primary care offices with 51 retinal cameras. Program components feature automated non-mydriatic 45° retinal cameras, a dedicated coordinator, rigorous training, and standardized workflows. Over this period, the program conducted 21,960 exams in 16,458 unique individuals, revealing a diverse population with an average age of 58.5 and a balanced gender distribution. Average body mass index (33.96±8.02 kg/m2) and hemoglobin A1c (7.58%±1.88%) surpassed normal ranges, indicating prevalent risk factors for diabetes-related complications. Notably, 24.2% of patients underwent more than one exam, emphasizing program engagement. Findings indicated that 86.3% of exams were gradable, with 59.0% within normal limits, 12.1% showing some evidence of diabetic retinopathy, and 6.4% exhibiting vision-threatening diabetic retinopathy. Follow-up appointments with ophthalmologists were recommended in 31.5% of exams due to indeterminate results, positive diabetic retinopathy (≥moderate or macular exudate), or other findings like age-related macular degeneration or suspected glaucoma. The program demonstrated high reproducibility across diverse healthcare settings, featuring a sustainable model with minimal camera downtime, standardized workflows, and financial support from grants, health systems, and clinical revenues. Despite COVID-19 pandemic challenges, this research emphasizes the program's reproducibility, user-friendly evolution, and promising outcomes. Beyond technical contributions, it highlights human factors influencing program success. Future research could explore adherence to follow-up ophthalmological recommendations and its associated factors.
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Affiliation(s)
- Francisco J. Bonilla-Escobar
- Department of Ophthalmology, UPMC Vision Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
- Grupo de Investigación Visión y Salud Ocular, Servicio de Oftalmología, Universidad del Valle, Cali, Colombia
- Fundación Somos Ciencia al Servicio de la Comunidad, Fundación SCISCO / Science to Serve the Community Foundation, SCISCO Foundation, Cali, Colombia
| | - Anthony I. Ghobrial
- Department of Ophthalmology, UPMC Vision Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Denise S. Gallagher
- Department of Ophthalmology, UPMC Vision Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Andrew Eller
- Department of Ophthalmology, UPMC Vision Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
| | - Evan L. Waxman
- Department of Ophthalmology, UPMC Vision Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, United States of America
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Radgoudarzi N, Gregg C, Quackenbush Q, Yiu G, Freeby M, Su G, Baxter S, Thorne C, Willard-Grace R. Implementation Mapping of the Collaborative University of California Teleophthalmology Initiative (CUTI): A Qualitative Study Using the Exploration, Preparation, Implementation, and Sustainment (EPIS) Framework. Cureus 2024; 16:e64179. [PMID: 39119397 PMCID: PMC11309586 DOI: 10.7759/cureus.64179] [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] [Accepted: 07/09/2024] [Indexed: 08/10/2024] Open
Abstract
Background This study aimed to investigate the rationale, barriers, and facilitators of teleretinal camera implementation in primary care and endocrinology clinics for diabetic retinopathy (DR) screening across University of California (UC) health systems utilizing the Exploration, Preparation, Implementation, and Sustainment (EPIS) framework. Methodology Institutional representatives from UC Los Angeles, San Diego, San Francisco, and Davis participated in a series of focus group meetings to elicit implementation facilitators and barriers for teleophthalmology programs within their campuses. Site representatives also completed a survey regarding their program's performance over the calendar year 2022 in the following areas: DR screening camera sites, payment sources and coding, screening workflows including clinical, information technology (IT), reading, results, pathologic findings, and follow-up, including patient outreach for abnormal results. Focus group and survey results were mapped to the EPIS framework to gain insights into the implementation process of these programs and identify areas for optimization. Results Four UC campuses with 20 active camera sites screened 7,450 patients in the calendar year 2022. The average DR screening rate across the four campuses was 55%. Variations between sources of payment, turn-around time, image-grading structure, image-report characteristics, IT infrastructure, and patient outreach strategies were identified between sites. Closing gaps in IT integration between data systems, ensuring the financial sustainability of the program, and optimizing patient outreach remain primary challenges across sites and serve as good opportunities for cross-institutional learning. Conclusions Despite the potential for long-term cost savings and improving access to care, numerous obstacles continue to hinder the widespread implementation of teleretinal DR screening. Implementation science approaches can identify strategies for addressing these challenges and optimizing implementation.
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Affiliation(s)
| | - Chhavi Gregg
- Informatics Services, University of California San Diego Health, San Diego, USA
| | - Quinn Quackenbush
- Family and Community Medicine, University of California San Diego Health, San Diego, USA
| | - Glenn Yiu
- Ophthalmology, University of California Davis Health, Sacramento, USA
| | - Matthew Freeby
- Endocrinology, University of California Los Angeles Health Systems, Los Angeles, USA
| | - George Su
- Pulmonary and Critical Care Medicine, University of California San Francisco Health Systems, San Francisco, USA
| | - Sally Baxter
- Ophthalmology, University of California San Diego Health, San Diego, USA
| | - Christine Thorne
- Primary Care, University of California San Diego Health, San Diego, USA
| | - Rachel Willard-Grace
- Primary Care, University of California San Francisco Health Systems, San Francisco, USA
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Lieng MK, Emami-Naeini P, Lee SC, Alber S, Yiu G. Teleophthalmology provides earlier eye care access for patients with newly-diagnosed diabetes. Heliyon 2024; 10:e25845. [PMID: 38384560 PMCID: PMC10878910 DOI: 10.1016/j.heliyon.2024.e25845] [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: 08/11/2023] [Revised: 01/29/2024] [Accepted: 02/02/2024] [Indexed: 02/23/2024] Open
Abstract
Purpose Timely diagnosis of diabetic retinopathy is important in preventing vision loss. This study aims to determine if remote retinal imaging enables earlier eye care access among newly-diagnosed diabetic patients. Design Retrospective cohort study. Methods Using the OptumLabs® Data Warehouse - a longitudinal, real-world dataset containing deidentified administrative claims and electronic health record (EHR) data, we included 968 846 adults with newly diagnosed type 2 diabetes and at least 1 year of continuous enrollment. We compared time from initial diabetes diagnosis to first eye exam by remote screening or in-person eye exam. Results We found that at year 1 after diagnosis, 5459 (0.56%) patients underwent remote imaging and 208 023 (21.5%) underwent in-person exam. The mean (95% CI) time to eye exam was 3.48 (3.38-3.58) months for remote imaging and 4.22 (4.20-4.23) months for in-person visits (p < 0.0001). Interestingly, 27.5% of remote screenings were performed on the same day of diabetes diagnosis. Excluding same-day encounters, mean time to eye exam was 4.80 (4.68-4.91) months for remote imaging and 4.85 (4.83-4.86) months for in-person eyecare (p = 0.4). Conclusions Thus, teleophthalmology may enable earlier eye care access among patients with newly-diagnosed diabetes, primarily with same-day screenings. Increased adoption of teleretinal screening may enable earlier detection of diabetic retinopathy and prevent vision loss.
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Affiliation(s)
- Monica K. Lieng
- Tschannen Eye Institute, University of California, Davis, Sacramento, CA, USA
- Division of Ophthalmology, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Parisa Emami-Naeini
- Tschannen Eye Institute, University of California, Davis, Sacramento, CA, USA
| | - Sophie C. Lee
- Tschannen Eye Institute, University of California, Davis, Sacramento, CA, USA
| | - Susan Alber
- Department of Public Health Sciences / Biostatistics, Clinical and Translational Science Center, University of California Davis, Sacramento, CA, USA
| | - Glenn Yiu
- Tschannen Eye Institute, University of California, Davis, Sacramento, CA, USA
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Song A, Borkar DS. Advances in Teleophthalmology Screening for Diabetic Retinopathy. Int Ophthalmol Clin 2024; 64:97-113. [PMID: 38146884 DOI: 10.1097/iio.0000000000000505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2023]
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Jacoba CMP, Cavallerano JD, Tolston AM, Silva PS. Effect of Accessible Nonmydriatic Retinal Imaging on Diabetic Retinopathy Surveillance Rates. Telemed J E Health 2023; 29:1667-1672. [PMID: 36912812 DOI: 10.1089/tmj.2022.0313] [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: 03/14/2023] Open
Abstract
Purpose: To evaluate the impact on surveillance rates for diabetic retinopathy (DR) by providing nonmydriatic retinal imaging as part of comprehensive diabetes care at no cost to patients or insurers. Methods: A retrospective comparative cohort study was designed. Patients were imaged from April 1, 2016 to March 31, 2017 at a tertiary diabetes-specific academic medical center. Retinal imaging was provided without additional cost beginning October 16, 2016. Images were evaluated for DR and diabetic macular edema using standard protocol at a centralized reading center. Diabetes surveillance rates before and after no-cost imaging were compared. Results: A total of 759 and 2,080 patients respectively were imaged before and after offering no-cost retinal imaging. The difference represents a 274% increase in the number of patients screened. Furthermore, there was a 292% and 261% increase in the number of eyes with mild DR and referable DR, respectively. In the comparative 6-month period, 92 additional cases of proliferative DR were identified, estimated to prevent 6.7 cases of severe visual loss with annual cost savings of $180,230 (estimated yearly cost of severe vision loss per person: $26,900). In patients with referable DR, self-awareness was low, with no significant difference in the before and after groups (39.4% vs. 43.8%, p = 0.3725). Conclusions: Providing retinal imaging as part of comprehensive diabetes care substantially increased the number of patients identified by nearly threefold. The data suggest that the removal of out-of-pocket costs substantially increased patient surveillance rates, which may translate to improved long-term patient outcomes.
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Affiliation(s)
- Cris Martin P Jacoba
- Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts, USA
- Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts, USA
| | - Jerry D Cavallerano
- Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts, USA
- Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts, USA
| | - Ann M Tolston
- Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts, USA
| | - Paolo S Silva
- Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts, USA
- Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts, USA
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Ahmad TR, Situ WA, Chan NT, Keenan JD, Stewart JM. Ultra-Widefield Imaging as a Teleophthalmology Screening Tool for Ocular Pathology. Clin Ophthalmol 2023; 17:3225-3234. [PMID: 37927576 PMCID: PMC10624638 DOI: 10.2147/opth.s433864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 10/09/2023] [Indexed: 11/07/2023] Open
Abstract
Background Prior studies have validated ultra-widefield imaging as a remote screening tool for diabetic retinopathy. The aim of this study was to determine its use in screening for any fundus pathology in a routine patient population. Methods In this prospective randomized study, patients underwent both slit lamp indirect ophthalmoscopy and ultra-widefield imaging. Ultra-widefield images were independently reviewed by two optometrists, and discrepancies were adjudicated by a retina specialist. Clinical findings from slit-lamp examiners and image-reviewers were coded into themes and clinically meaningful findings were extracted. Cohen's kappa was used to estimate agreement for these findings between the two image-reviewers and between the image-reviewers and slit-lamp examiners. Results Nine-hundred eyes of 450 patients were examined and imaged, of which 616 eyes were analyzed. At least one abnormal fundus finding was present on ophthalmoscopy in 71 eyes (11%) and on adjudicated image interpretation in 166 eyes (27%). Agreement between the two image-reviewers was moderate to substantial for most clinically meaningful findings, including optic disc hemorrhage (κ = 0.8), macular exudates (κ = 0.7), and macular pigmentary changes (κ = 0.7). Agreement between examiners and image-reviewers was moderate to substantial for optic disc hemorrhage (κ = 1), indistinct optic disc margins (κ = 0.5), drusen (κ = 0.4), pigmentary changes (κ = 0.4), and hemorrhage (κ = 0.8). A total of 187 findings were detected by imaging but not examination, compared with 42 that were detected on examination but not imaging. Conclusion In a routine patient population, ultra-widefield imaging agreed with standard-of-care slit-lamp examinations and detected more fundus findings.
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Affiliation(s)
- Tessnim R Ahmad
- Department of Ophthalmology, University of California, San Francisco, CA, USA
| | - Winnie A Situ
- Department of Ophthalmology, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA
| | - Nicholas T Chan
- Department of Ophthalmology, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA
| | - Jeremy D Keenan
- Department of Ophthalmology, University of California, San Francisco, CA, USA
- Francis I. Proctor Foundation, University of California, San Francisco, CA, USA
| | - Jay M Stewart
- Department of Ophthalmology, University of California, San Francisco, CA, USA
- Department of Ophthalmology, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA, USA
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Zhu Z, Wong SYS, Sung JJY, Lam TYT. Team-Based Approach to Reduce Malignancies in People with Diabetes and Obesity. Curr Diab Rep 2023; 23:253-263. [PMID: 37535293 PMCID: PMC10520129 DOI: 10.1007/s11892-023-01518-y] [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] [Accepted: 06/18/2023] [Indexed: 08/04/2023]
Abstract
PURPOSE OF REVIEW Numerous observations have indicated an increased risk of developing various types of cancers, as well as cancer-related mortality, among patients with diabetes and obesity. The purpose of this review is to outline multiple-cancer screening among these patients through a team-based approach and to present the findings of a pioneering integrated care program designed for patients with obesity with a specific emphasis on cancer prevention. RECENT FINDINGS A community-based multi-cancer prevention program, which provides all services in one location and utilizes team-based approaches, is reported to be feasible and has the potential to enhance the uptake rate of multiple cancers screening among patients with diabetes and obesity. The team-based approach is a commonly utilized method for managing patients with diabetes, obesity, and cancer, and has been shown to be efficacious. Nevertheless, research on team-based cancer screening programs for patients with diabetes and obesity remains limited. Providing a comprehensive screening for colorectal, prostate, and breast cancer, as well as metabolic syndrome, during a single clinic visit has been proven effective and well-received by participants.
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Affiliation(s)
- Ziyue Zhu
- Stanley Ho Big Data Analytic and Research Centre, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Samuel Yeung Shan Wong
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Joseph Jao Yiu Sung
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Thomas Yuen Tung Lam
- Stanley Ho Big Data Analytic and Research Centre, The Chinese University of Hong Kong, Shatin, Hong Kong
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong
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Scanzera AC, Beversluis C, Potharazu AV, Bai P, Leifer A, Cole E, Du DY, Musick H, Chan RVP. Planning an artificial intelligence diabetic retinopathy screening program: a human-centered design approach. Front Med (Lausanne) 2023; 10:1198228. [PMID: 37484841 PMCID: PMC10361413 DOI: 10.3389/fmed.2023.1198228] [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: 04/04/2023] [Accepted: 06/16/2023] [Indexed: 07/25/2023] Open
Abstract
Diabetic retinopathy (DR) is a leading cause of vision loss in the United States and throughout the world. With early detection and treatment, sight-threatening sequelae from DR can be prevented. Although artificial intelligence (AI) based DR screening programs have been proven to be effective in identifying patients at high risk of vision loss, adoption of AI in clinical practice has been slow. We adapted the United Kingdom Design Council's Double-Diamond model to design a strategy for care delivery which integrates an AI-based screening program for DR into a primary care setting. Methods from human-centered design were used to develop a strategy for implementation informed by context-specific barriers and facilitators. The purpose of this community case study is to present findings from this work in progress, including a system of protocols, educational documents and workflows created using key stakeholder input.
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Affiliation(s)
- Angelica C. Scanzera
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, University of Illinois Chicago, Chicago, IL, United States
| | - Cameron Beversluis
- Institute for Healthcare Delivery Design, Office of Population Health Sciences, University of Illinois Chicago, Chicago, IL, United States
| | - Archit V. Potharazu
- Institute for Healthcare Delivery Design, Office of Population Health Sciences, University of Illinois Chicago, Chicago, IL, United States
| | - Patricia Bai
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, University of Illinois Chicago, Chicago, IL, United States
| | - Ariel Leifer
- Department of Family and Community Medicine, University of Illinois at Chicago, Chicago, IL, United States
| | - Emily Cole
- W.K. Kellogg Eye Center, University of Michigan, Ann Arbor, MI, United States
| | - David Yuzhou Du
- Segal Design Institute, Northwestern University, Evanston, IL, United States
| | - Hugh Musick
- Institute for Healthcare Delivery Design, Office of Population Health Sciences, University of Illinois Chicago, Chicago, IL, United States
| | - R. V. Paul Chan
- Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, University of Illinois Chicago, Chicago, IL, United States
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Land MR, Patel PA, Bui T, Jiao C, Ali A, Ibnamasud S, Patel PN, Sheth V. Examining the Role of Telemedicine in Diabetic Retinopathy. J Clin Med 2023; 12:jcm12103537. [PMID: 37240642 DOI: 10.3390/jcm12103537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 04/21/2023] [Accepted: 05/16/2023] [Indexed: 05/28/2023] Open
Abstract
With the increasing prevalence of diabetic retinopathy (DR), screening is of the utmost importance to prevent vision loss for patients and reduce financial costs for the healthcare system. Unfortunately, it appears that the capacity of optometrists and ophthalmologists to adequately perform in-person screenings of DR will be insufficient within the coming years. Telemedicine offers the opportunity to expand access to screening while reducing the economic and temporal burden associated with current in-person protocols. The present literature review summarizes the latest developments in telemedicine for DR screening, considerations for stakeholders, barriers to implementation, and future directions in this area. As the role of telemedicine in DR screening continues to expand, further work will be necessary to continually optimize practices and improve long-term patient outcomes.
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Affiliation(s)
- Matthew R Land
- Department of Ophthalmology, Medical College of Georgia, Augusta University, Augusta, GA 30912, USA
| | - Parth A Patel
- Department of Ophthalmology, Medical College of Georgia, Augusta University, Augusta, GA 30912, USA
| | - Tommy Bui
- Department of Ophthalmology, Medical College of Georgia, Augusta University, Augusta, GA 30912, USA
| | - Cheng Jiao
- Department of Ophthalmology, Medical College of Georgia, Augusta University, Augusta, GA 30912, USA
| | - Arsalan Ali
- Burnett School of Medicine, Texas Christian University, Fort Worth, TX 76129, USA
| | - Shadman Ibnamasud
- Department of Ophthalmology, Medical College of Georgia, Augusta University, Augusta, GA 30912, USA
| | - Prem N Patel
- Department of Ophthalmology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Veeral Sheth
- Department of Ophthalmology, University Retina and Macula Associates, Oak Forest, IL 60452, USA
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Stamenova V, Nguyen M, Onabajo N, Merritt R, Sutakovic O, Mossman K, Wong I, Ives-Baine L, Bhatia RS, Brent MH, Bhattacharyya O. Mailed Letter Versus Phone Call to Increase Diabetic-Related Retinopathy Screening Engagement by Patients in a Team-Based Primary Care Practice: Prospective, Single-Masked, Randomized Trial. J Med Internet Res 2023; 25:e37867. [PMID: 36630160 PMCID: PMC9878360 DOI: 10.2196/37867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 05/13/2022] [Accepted: 10/25/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Vision loss from diabetic-related retinopathy (DR) is preventable through regular screening. OBJECTIVE The purpose of this study was to test different patient engagement approaches to expand a teleophthalmology program at a primary care clinic in the city of Toronto, Canada. METHODS A teleophthalmology program was set up in a large, urban, academic, team-based primary care practice. Patients older than 18 years with type 1 or type 2 diabetes were randomized to one of the following 4 engagement strategies: phone call, mail, mail plus phone call, or usual care. Outreach was conducted by administrative staff within the clinic. The primary outcome was booking an appointment for DR screening. RESULTS A total of 23 patients in the phone, 28 in the mail, 32 in the mail plus phone call, and 27 in the control (usual care) group were included in the analysis. After the intervention and after excluding patients who said they were screened, 88% (15/17) of patients in the phone, 11% (2/18) in the mail, and 100% (21/21) in the mail and phone group booked an appointment with the teleophthalmology program compared to 0% (0/12) in the control group. Phoning patients positively predicted patients booking a teleophthalmology appointment (P<.001), whereas mailing a letter had no effect. CONCLUSIONS Patient engagement to book DR screening via teleophthalmology in an urban, academic, team-based primary care practice using telephone calls was much more effective than patient engagement using letters or usual care. Practices that have access to a local DR screening program and have resources for such engagement strategies should consider using them as a means to improve their DR screening rates. TRIAL REGISTRATION ClinicalTrials.gov NCT03927859; https://clinicaltrials.gov/ct2/show/NCT03927859.
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Affiliation(s)
- Vess Stamenova
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada
| | - Megan Nguyen
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada
| | - Nike Onabajo
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada
| | - Rebecca Merritt
- South Riverdale Community Health Centre, Toronto, ON, Canada
| | - Olivera Sutakovic
- Donald K Johnson Eye Institute, University Health Network, Toronto, ON, Canada
| | - Kathryn Mossman
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada
| | - Ivy Wong
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada
| | | | - R Sacha Bhatia
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada
| | - Michael H Brent
- Donald K Johnson Eye Institute, University Health Network, Toronto, ON, Canada
- Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, ON, Canada
| | - Onil Bhattacharyya
- Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada
- Department of Family & Community Medicine, University of Toronto, Toronto, ON, Canada
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Cao J, Chang-Kit B, Katsnelson G, Far PM, Uleryk E, Ogunbameru A, Miranda RN, Felfeli T. Protocol for a systematic review and meta-analysis of the diagnostic accuracy of artificial intelligence for grading of ophthalmology imaging modalities. Diagn Progn Res 2022; 6:15. [PMID: 35831880 PMCID: PMC9281030 DOI: 10.1186/s41512-022-00127-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Accepted: 05/25/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND With the rise of artificial intelligence (AI) in ophthalmology, the need to define its diagnostic accuracy is increasingly important. The review aims to elucidate the diagnostic accuracy of AI algorithms in screening for all ophthalmic conditions in patient care settings that involve digital imaging modalities, using the reference standard of human graders. METHODS This is a systematic review and meta-analysis. A literature search will be conducted on Ovid MEDLINE, Ovid EMBASE, and Wiley Cochrane CENTRAL from January 1, 2000, to December 20, 2021. Studies will be selected via screening the titles and abstracts, followed by full-text screening. Articles that compare the results of AI-graded ophthalmic images with results from human graders as a reference standard will be included; articles that do not will be excluded. The systematic review software DistillerSR will be used to automate part of the screening process as an adjunct to human reviewers. After the full-text screening, data will be extracted from each study via the categories of study characteristics, patient information, AI methods, intervention, and outcomes. Risk of bias will be scored using Quality Assessment of Diagnostic Accuracy Studies (QUADAS-2) by two trained independent reviewers. Disagreements at any step will be addressed by a third adjudicator. The study results will include summary receiver operating characteristic (sROC) curve plots as well as pooled sensitivity and specificity of artificial intelligence for detection of any ophthalmic conditions based on imaging modalities compared to the reference standard. Statistics will be calculated in the R statistical software. DISCUSSION This study will provide novel insights into the diagnostic accuracy of AI in new domains of ophthalmology that have not been previously studied. The protocol also outlines the use of an AI-based software to assist in article screening, which may serve as a reference for improving the efficiency and accuracy of future large systematic reviews. TRIAL REGISTRATION PROSPERO, CRD42021274441.
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Affiliation(s)
- Jessica Cao
- Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, Ontario, Canada
| | | | - Glen Katsnelson
- Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | | | | | - Adeteju Ogunbameru
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- THETA Collaborative, Toronto General Hospital, University Health Network, Eaton Building, 10th Floor, 200 Elizabeth Street, Toronto, Ontario, ON M5G, Canada
| | - Rafael N Miranda
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- THETA Collaborative, Toronto General Hospital, University Health Network, Eaton Building, 10th Floor, 200 Elizabeth Street, Toronto, Ontario, ON M5G, Canada
| | - Tina Felfeli
- Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, Ontario, Canada.
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.
- THETA Collaborative, Toronto General Hospital, University Health Network, Eaton Building, 10th Floor, 200 Elizabeth Street, Toronto, Ontario, ON M5G, Canada.
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Ruamviboonsuk P, Tiwari R, Sayres R, Nganthavee V, Hemarat K, Kongprayoon A, Raman R, Levinstein B, Liu Y, Schaekermann M, Lee R, Virmani S, Widner K, Chambers J, Hersch F, Peng L, Webster DR. Real-time diabetic retinopathy screening by deep learning in a multisite national screening programme: a prospective interventional cohort study. THE LANCET DIGITAL HEALTH 2022; 4:e235-e244. [DOI: 10.1016/s2589-7500(22)00017-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 12/17/2021] [Accepted: 01/14/2022] [Indexed: 02/08/2023]
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13
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Zhu X, Xu Y, Lu L, Zou H. Telescreening satisfaction: disparities between individuals with diabetic retinopathy and community health center staff. BMC Health Serv Res 2022; 22:160. [PMID: 35130901 PMCID: PMC8822836 DOI: 10.1186/s12913-022-07500-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 01/07/2022] [Indexed: 11/13/2022] Open
Abstract
Background The success of telescreening and the management of diabetic retinopathy (DR) in communities depends on stakeholder satisfaction, including both individuals with diabetes and community health center (CHC) staff. In this study, we investigated the satisfaction of both individuals with vision-threatening DR (VTDR) and CHC staff within the Shanghai Eye Disease Study (SEDS) comprehensive system for managing diabetic eye diseases at the primary care level. Methods The cross-sectional survey of patients receiving the service included 3,817 respondents with VTDR and focused on their satisfaction with the SEDS system, including the telescreening process, speed of feedback, interpretation of results, increased awareness of related diseases, and eye care services. The survey of the providers included 234 CHC staff respondents and focused on their satisfaction and the main barriers encountered during the implementation of the system. Sociodemographic characteristics and perceived barriers related to satisfaction were identified by conducting univariate and multivariate logistic regression analyses. Results The overall satisfaction of service recipients was 96.0%, and 75.8% of them were willing to undergo future telescreening for DR. The convenience of telescreening, organization of telescreening, and improvement in related disease awareness significantly correlated with satisfaction. Only 48.3% of the providers were satisfied with the SEDS system. The most frequently mentioned barriers to the development of the system were the inadequate levels of staffing (particularly technical staff), insufficient funding, and incomplete information transmission systems. Conclusions Disparities between high patient satisfaction and low provider satisfaction with the SEDS system were mainly related to the current weak level of ophthalmic expertise in the CHCs and the low awareness of screening for diabetic eye diseases among both patients and providers. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-022-07500-w.
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Affiliation(s)
- Xiaofeng Zhu
- Department of Preventative Ophthalmology, Shanghai Eye Disease Prevention and Treatment Center/Shanghai Eye Hospital, Shanghai, China.,Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Shanghai Engineering Research Center of Precise Diagnosis and Treatment of Eye Diseases, Shanghai, China.,National Clinical Research Center for Eye Diseases, Shanghai, China.,Shanghai Key Laboratory of Fundus Diseases, Shanghai, China
| | - Yi Xu
- Department of Preventative Ophthalmology, Shanghai Eye Disease Prevention and Treatment Center/Shanghai Eye Hospital, Shanghai, China.,Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lina Lu
- Department of Preventative Ophthalmology, Shanghai Eye Disease Prevention and Treatment Center/Shanghai Eye Hospital, Shanghai, China. .,Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Haidong Zou
- Department of Preventative Ophthalmology, Shanghai Eye Disease Prevention and Treatment Center/Shanghai Eye Hospital, Shanghai, China. .,Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China. .,Shanghai Engineering Research Center of Precise Diagnosis and Treatment of Eye Diseases, Shanghai, China. .,National Clinical Research Center for Eye Diseases, Shanghai, China. .,Shanghai Key Laboratory of Fundus Diseases, Shanghai, China.
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14
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Yim D, Chandra S, Sondh R, Thottarath S, Sivaprasad S. Barriers in establishing systematic diabetic retinopathy screening through telemedicine in low- and middle-income countries. Indian J Ophthalmol 2021; 69:2987-2992. [PMID: 34708733 PMCID: PMC8725078 DOI: 10.4103/ijo.ijo_1411_21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Vision-threatening diabetic retinopathy (VTDR) is one of the leading causes of impaired vision in the working-age population. Early identification, timely diagnosis, and prompt treatment of VTDR have to be tackled simultaneously to reduce the rate of blindness due to this condition. Considerable emphasis has been placed globally on establishing diabetic retinopathy screening (DRS) programs to enable early identification and referral of VTDR for treatment. However, there is an urgent need to shift from the common practice of opportunistic screening to a systematic DRS pathway to ensure that individuals with diabetes are screened at regular intervals and treated appropriately. While systematic DRS programs have been successfully established in countries such as the United Kingdom (UK), it continues to be a challenge to initiate and sustain such programs in low- and middle-income countries (LMIC), home to approximately 80% of people with diabetes. Telemedicine is widely recognized as an ideal DRS screening program. Although it has resulted in an upsurge of opportunistic screening, systematic recall of screened patients remains a challenge. In addition, the link between referred patients from the telemedicine programs to treatment centers is often not established or has failed to deliver; so, there is minimal impact of these telemedicine programs on VTDR blindness at present. This review covers the various barriers of establishing and sustaining systematic telemedicine DRS programs, especially in resource-constrained settings, and the challenges in aligning telemedicine to VTDR treatment pathways to ensure patients with VTDR are treated promptly and effectively.
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Affiliation(s)
- Daniel Yim
- St. George's Medical School, University of London, London, UK
| | - Shruti Chandra
- University College London, Institute of Ophthalmology; NIHR Moorfields Biomedical Research Centre, Moorfields Eye Hospital, London, UK
| | - Rajan Sondh
- St. George's Medical School, University of London, London, UK
| | - Sridevi Thottarath
- NIHR Moorfields Biomedical Research Centre, Moorfields Eye Hospital, London, UK
| | - Sobha Sivaprasad
- University College London, Institute of Ophthalmology; NIHR Moorfields Biomedical Research Centre, Moorfields Eye Hospital, London, UK
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15
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Wong YL, Noor M, James KL, Aslam TM. Ophthalmology Going Greener: A Narrative Review. Ophthalmol Ther 2021; 10:845-857. [PMID: 34633635 PMCID: PMC8502635 DOI: 10.1007/s40123-021-00404-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 09/28/2021] [Indexed: 11/30/2022] Open
Abstract
The combined effects of fossil fuel combustion, mass agricultural production and deforestation, industrialisation and the evolution of modern transport systems have resulted in high levels of carbon emissions and accumulation of greenhouse gases, causing profound climate change and ozone layer depletion. The consequential depletion of Earth's natural ecosystems and biodiversity is not only a devastating loss but a threat to human health. Sustainability-the ability to continue activities indefinitely-underpins the principal solutions to these problems. Globally, the healthcare sector is a major contributor to carbon emissions, with waste production and transport systems being amongst the highest contributing factors. The aim of this review is to explore modalities by which the healthcare sector, particularly ophthalmology, can reduce carbon emissions, related costs and overall environmental impact, whilst maintaining a high standard of patient care.
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Affiliation(s)
- Yee Ling Wong
- Manchester Royal Eye Hospital, Manchester University NHS Foundation Trust, Manchester, UK.
| | - Maha Noor
- Manchester University NHS Foundation Trust, Manchester, UK
| | - Katherine L James
- Manchester Royal Eye Hospital, Manchester University NHS Foundation Trust, Manchester, UK
| | - Tariq M Aslam
- Manchester Royal Eye Hospital, Manchester University NHS Foundation Trust, Manchester, UK.,School of Pharmacy and Optometry, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
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16
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Lelli GJ, Luo S, Liu Y, van Landingham SW. Telemedicine Use by Oculoplastic Surgeons During the COVID-19 Pandemic. Telemed J E Health 2021; 28:878-887. [PMID: 34591712 DOI: 10.1089/tmj.2021.0307] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Background: Telemedicine use expanded dramatically during the COVID-19 pandemic, including to surgical fields that had limited prior adoption of telehealth such as oculoplastic surgery. To assess telemedicine usage patterns, barriers to implementation, and satisfaction with telemedicine, we conducted a survey among members of the American Society of Ophthalmic Plastic and Reconstructive Surgery (ASOPRS). Methods: We performed a Web-based, anonymous survey of ASOPRS members from November to December 2020. Statistical analyses were performed by using Fisher's exact and Chi-squared tests. Results: We received 196 unique survey responses from 963 invited participants (20.5% response rate). Among the 192 ASOPRS members who participated, the majority (79%) reported currently using telemedicine. Very few of those currently using telemedicine (14%) had used telemedicine before March 15, 2020 and a significant proportion (36%) were unsure or did not plan to use telemedicine post-pandemic. Telemedicine use was more common among participants with fewer years in practice (p < 0.01) and those who were university- versus self-employed (p < 0.01). The most common barriers to telemedicine use were technological issues, reimbursement concerns, and a perceived lack of patient acceptance. Nearly half of the surgeons reported being satisfied with telemedicine (48%), and the majority reported perceived patient satisfaction with telemedicine (74%). Discussion: Telemedicine adoption increased significantly among oculoplastic surgeons during the COVID-19 pandemic. However, many current users reported that they were unsure or did not plan to use telemedicine post-pandemic. Conclusions: Further research is needed to design sustainable telemedicine programs to enhance patient access to oculoplastic specialty care in the long term.
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Affiliation(s)
- Gary J Lelli
- Weill Cornell Department of Ophthalmology, Weill Cornell Medical College, New York Presbyterian Hospital, New York, New York, USA
| | - Susan Luo
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Yao Liu
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Suzanne W van Landingham
- Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
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17
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Nikolaidou A, Tsaousis KT. Teleophthalmology and Artificial Intelligence As Game Changers in Ophthalmic Care After the COVID-19 Pandemic. Cureus 2021; 13:e16392. [PMID: 34408945 PMCID: PMC8363234 DOI: 10.7759/cureus.16392] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/13/2021] [Indexed: 12/17/2022] Open
Abstract
The current COVID-19 pandemic has boosted a sudden demand for telemedicine due to quarantine and travel restrictions. The exponential increase in the use of telemedicine is expected to affect ophthalmology drastically. The aim of this review is to discuss the utility, effectiveness and challenges of teleophthalmological new tools for eyecare delivery as well as its implementation and possible facilitation with artificial intelligence. We used the terms: “teleophthalmology,” “telemedicine and COVID-19,” “retinal diseases and telemedicine,” “virtual ophthalmology,” “cost effectiveness of teleophthalmology,” “pediatric teleophthalmology,” “Artificial intelligence and ophthalmology,” “Glaucoma and teleophthalmology” and “teleophthalmology limitations” in the database of PubMed and selected the articles being published in the course of 2015-2020. After the initial search, 321 articles returned as relevant. A meticulous screening followed and eventually 103 published manuscripts were included and used as our references. Emerging in the market, teleophthalmology is showing great potential for the future of ophthalmological care, benefiting both patients and ophthalmologists in times of pandemics. The spectrum of eye diseases that could benefit from teleophthalmology is wide, including mostly retinal diseases such as diabetic retinopathy, retinopathy of prematurity, age-related macular degeneration but also glaucoma and anterior segment conditions. Simultaneously, artificial intelligence provides ways of implementing teleophthalmology easier and with better outcomes, contributing as significant changing factors for ophthalmology practice after the COVID-19 pandemic.
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Affiliation(s)
- Anna Nikolaidou
- Ophthalmology, Aristotle University of Thessaloniki, Thessaloniki, GRC
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18
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Ramchandran RS, Yousefi-Nooraie R, Dadgostar P, Yilmaz S, Basant J, Dozier AM. Clinical staff impressions on implementation of a teleophthalmology program to improve diabetic retinopathy surveillance informed by implementation science frameworks (Preprint). JMIR Diabetes 2021; 7:e32162. [PMID: 35353038 PMCID: PMC9008535 DOI: 10.2196/32162] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 12/04/2021] [Accepted: 01/01/2022] [Indexed: 01/23/2023] Open
Abstract
Background The store-and-forward camera-based evaluation of the eye, or teleophthalmology, is an effective way to identify diabetic retinopathy, the leading cause of blindness in the United States, but uptake has been slow. Understanding the barriers to and facilitators of implementing teleophthalmology programs from those actively adopting, running, and sustaining such programs is important for widespread adoption. Objective This study aims to understand the factors that are important in introducing teleophthalmology to improve access to diagnostic eye care for patients with diabetes in primary care clinics by using implementation science. Methods This qualitative study in 3 urban, low-income, largely racial and ethnic minority–serving safety-net primary care clinics in Rochester, New York, interviewed nurses and physicians on implementing a teleophthalmology program by using questions informed by the Practical, Robust Implementation and Sustainability Model and the Consolidated Framework for Implementation Research. Results Primary care nurses operationalizing the program in their clinics saw increased work burden and a lack of self-efficacy as barriers. Continuous training on the teleophthalmology process for nurses, physicians, and administrative staff through in-service and peer training by champions and superusers were identified by interviewees as needs. Facilitators included the perceived convenience for the patient and a perceived educational advantage to the program, as it gave an opportunity for providers to discuss the importance of eye care with patients. Concerns in making and tracking referrals to ophthalmology because of challenges related to care coordination were highlighted. The financial aspects of the program (eg, patient coverage and care provider reimbursement) were unclear to many staff members, influencing adoption and sustainability. Conclusions Streamlining processes and workflows, training and assigning adequate staff, effectively coordinating care between primary care and eye care to improve follow-ups, and ensuring financial viability can all help streamline the adoption of teleophthalmology.
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Affiliation(s)
- Rajeev S Ramchandran
- Flaum Eye Institute, University of Rochester Medical Center, Rochester, NY, United States
- Department of Public Health Sciences, School of Medicine and Dentistry, University of Rochester, Rochester, NY, United States
| | - Reza Yousefi-Nooraie
- Department of Public Health Sciences, School of Medicine and Dentistry, University of Rochester, Rochester, NY, United States
| | - Porooshat Dadgostar
- Department of Public Health Sciences, School of Medicine and Dentistry, University of Rochester, Rochester, NY, United States
| | - Sule Yilmaz
- Division of Supportive Care in Cancer, Department of Surgery, University of Rochester Medical Center, Rochester, NY, United States
| | - Jesica Basant
- Flaum Eye Institute, University of Rochester Medical Center, Rochester, NY, United States
| | - Ann M Dozier
- Department of Public Health Sciences, School of Medicine and Dentistry, University of Rochester, Rochester, NY, United States
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19
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Bastos de Carvalho A, Lee Ware S, Belcher T, Mehmeti F, Higgins EB, Sprang R, Williams C, Studts JL, Studts CR. Evaluation of multi-level barriers and facilitators in a large diabetic retinopathy screening program in federally qualified health centers: a qualitative study. Implement Sci Commun 2021; 2:54. [PMID: 34022946 PMCID: PMC8141191 DOI: 10.1186/s43058-021-00157-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 05/11/2021] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Recommended annual diabetic retinopathy (DR) screening for people with diabetes has low rates in the USA, especially in underserved populations. Telemedicine DR screening (TDRS) in primary care clinics could expand access and increase adherence. Despite this potential, studies have observed high variability in TDRS rates among clinics and over time, highlighting the need for implementation supports. Previous studies of determinants of TDRS focus on patients' perspectives, with few studies targeting upstream multi-level barriers and facilitators. Addressing this gap, this qualitative study aimed to identify and evaluate multi-level perceived determinants of TDRS in Federally Qualified Health Centers (FQHCs), to inform the development of targeted implementation strategies. METHODS We developed a theory-based semi-structured interview tool based on the Consolidated Framework for Implementation Research (CFIR). We conducted 22 key informant interviews with professionals involved in TDRS (administrators, clinicians, staff). The interviews were audio-recorded and transcribed verbatim. Reported barriers and facilitators were organized into emergent themes and classified according to CFIR constructs. Constructs influencing TDRS implementation were rated for each study site and compared across sites by the investigators. RESULTS Professionals identified 21 main barriers and facilitators under twelve constructs of the five CFIR domains. Several identified themes were novel, whereas others corroborated previous findings in the literature (e.g., lack of time and human resources, presence of a champion). Of the 21 identified themes, 13 were classified under the CFIR's Inner Setting domain, specifically under the constructs Compatibility and Available Resources. Themes under the Outer Setting domain (constructs External Incentives and Cost) were primarily perceived by administrators, whereas themes in other domains were perceived across all professional categories. Two Inner Setting (Leadership Engagement, Goals and Feedback) and two Process (Champion, Engaging) constructs were found to strongly distinguish sites with high versus low TDRS performance. CONCLUSIONS This study classified barriers and facilitators to TDRS as perceived by administrators, clinicians, and staff in FQHCs, then identified CFIR constructs that distinguished high- and low-performance clinics. Implementation strategies such as academic detailing and collection and communication of program data and successes to leadership; engaging of stakeholders through involvement in implementation planning; and appointment of intervention champions may therefore improve TDRS implementation and sustainment in resource-constrained settings.
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Affiliation(s)
- Ana Bastos de Carvalho
- Department of Ophthalmology and Visual Sciences, University of Kentucky, 110 Conn Terrace Ste 550, Lexington, KY, 40508, USA.
| | - S Lee Ware
- Department of Ophthalmology and Visual Sciences, University of Kentucky, 110 Conn Terrace Ste 550, Lexington, KY, 40508, USA
| | - Tamara Belcher
- Department of Ophthalmology and Visual Sciences, University of Kentucky, 110 Conn Terrace Ste 550, Lexington, KY, 40508, USA
| | - Franceska Mehmeti
- Department of Ophthalmology and Visual Sciences, University of Kentucky, 110 Conn Terrace Ste 550, Lexington, KY, 40508, USA
| | - Eric B Higgins
- Department of Ophthalmology and Visual Sciences, University of Kentucky, 110 Conn Terrace Ste 550, Lexington, KY, 40508, USA
| | - Rob Sprang
- Kentucky Telecare, University of Kentucky, Lexington, KY, USA
| | - Cody Williams
- Department of Ophthalmology and Visual Sciences, University of Kentucky, 110 Conn Terrace Ste 550, Lexington, KY, 40508, USA
| | - Jamie L Studts
- Division of Medical Oncology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.,Cancer Prevention and Control Program, University of Colorado Cancer Center, Aurora, CO, USA
| | - Christina R Studts
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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20
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Gensheimer WG, Miller KE, Stowe J, Little J, Legault GL. Military Teleophthalmology in Afghanistan Using Mobile Phone Application. JAMA Ophthalmol 2020; 138:1053-1060. [PMID: 32852513 DOI: 10.1001/jamaophthalmol.2020.3090] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Importance The coronavirus disease 2019 pandemic has highlighted the need to expand telemedicine solutions. Objective To beta test a secure teleophthalmology mobile app at military treatment facilities in Afghanistan. Design, Setting, and Participants This prospective case series included 16 military treatment facilities at diverse roles of care including forward operating bases in Afghanistan and 1 location outside of Afghanistan. Thirty point-of-care medics and medical professionals were included from September to November 2019. Interventions Users placed teleophthalmology consults on their mobile phone using the mobile eye care app, and an expeditionary ophthalmologist stationed at a military hospital in Afghanistan responded. Users graded the mobile app using a rating scale from 1 to 5, with 1 being very dissatisfied and 5 being very satisfied. Main Outcomes and Measures Mean initial response time, agreement between the teleophthalmology diagnosis and final diagnosis, treatment and management following recommendations outlined in the Joint Trauma System clinical practice guidelines, prevention of the need for aeromedical evacuation, user satisfaction, and security and the Health Insurance Portability and Accountability Act compliance of consult. Results There were 28 consults placed over 6 weeks by 18 different users that were received by the expeditionary ophthalmologist. The mean (SD) patient age was 30.3 (9.8) years. Most patients were male (26 [93%]) and active duty US military (22 [78%]). The mean initial response time was 3 minutes 58 seconds (95% CI, 2 minutes 30 seconds to 5 minutes 26 seconds). There was agreement between the teleophthalmology diagnosis and final diagnosis in 24 consults (86%; 95% CI, 72%-100%). The treatment and management followed recommendations outlined in the Joint Trauma System Clinical Practice Guidelines for Eye Trauma: Initial Care in 28 consults (100%). Teleophthalmology consultation prevented the need for aeromedical evacuation in 4 consults (14%; 95% CI, 0.7%-28%). The patient returned to duty in 15 consults (54%; 95% CI, 34%-73%). Median overall satisfaction was 5 (minimum, 3; maximum, 5). All 28 consults (100%) were secure and compliant with the Health Insurance Portability and Accountability Act. Conclusions and Relevance While only a limited number of consults were evaluated, this study suggests that teleophthalmology mobile phone apps may improve and extend ophthalmic care in combat zones.
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Affiliation(s)
- William G Gensheimer
- Warfighter Eye Center, Malcolm Grow Medical Clinics and Surgery Center, Joint Base Andrews, Maryland.,Department of Surgery, Division of Ophthalmology, Uniformed Services University, Bethesda, Maryland
| | - Kyle E Miller
- Department of Surgery, Division of Ophthalmology, Uniformed Services University, Bethesda, Maryland.,Department of Ophthalmology, Navy Medical Center Portsmouth, Portsmouth, Virginia
| | - Jennifer Stowe
- US Army Aeromedical Research Laboratory, United States Army Medical Research and Development Command, Fort Rucker, Alabama
| | - Jeanette Little
- Telemedicine and Advanced Technology Research Center, United States Army Medical Research and Development Command, Fort Detrick, Maryland
| | - Gary L Legault
- Department of Surgery, Division of Ophthalmology, Uniformed Services University, Bethesda, Maryland.,Department of Ophthalmology, Brooke Army Medical Center, San Antonio, Texas
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21
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Teleophthalmology: an essential tool in the era of the novel coronavirus 2019. Curr Opin Ophthalmol 2020; 31:366-373. [DOI: 10.1097/icu.0000000000000689] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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22
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Ellis MP, Bacorn C, Luu KY, Lee SC, Tran S, Lillis C, Lim MC, Yiu G. Cost Analysis of Teleophthalmology Screening for Diabetic Retinopathy Using Teleophthalmology Billing Codes. Ophthalmic Surg Lasers Imaging Retina 2020; 51:S26-S34. [PMID: 32484898 DOI: 10.3928/23258160-20200108-04] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Accepted: 03/02/2020] [Indexed: 11/20/2022]
Abstract
BACKGROUND AND OBJECTIVE To evaluate the financial sustainability of teleophthalmology screening for diabetic retinopathy (DR) using telehealth billing codes. PATIENTS AND METHODS The authors performed an Institutional Review Board-approved retrospective review of medical records, billing data, and quality metrics at the University of California Davis Health System from patients screened for DR through an internal medicine-based telemedicine program using CPT codes 92227 or 92228. RESULTS A total of 290 patients received teleophthalmology screening over a 12-month period, resulting in an increase in the DR screening rate from 49% to 63% (P < .0001). The average payment per patient was $19.86, with an estimated cost of $41.02 per patient. The projected per-patient incentive bonus was $43.06 with a downstream referral revenue of $39.38 per patient. One hundred seventy-eight clinic visits were eliminated, providing an estimated cost savings of $42.53 per patient. CONCLUSION Sustainable teleophthalmology screening may be achieved by billing telehealth codes but only with health care incentive bonuses, patient referrals, and by accounting for the projected cost-savings of eliminating office visits. [Ophthalmic Surg Lasers Imaging Retina. 2020;51:S26-S34.].
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23
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Horton MB, Brady CJ, Cavallerano J, Abramoff M, Barker G, Chiang MF, Crockett CH, Garg S, Karth P, Liu Y, Newman CD, Rathi S, Sheth V, Silva P, Stebbins K, Zimmer-Galler I. Practice Guidelines for Ocular Telehealth-Diabetic Retinopathy, Third Edition. Telemed J E Health 2020; 26:495-543. [PMID: 32209018 PMCID: PMC7187969 DOI: 10.1089/tmj.2020.0006] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Revised: 01/11/2020] [Accepted: 01/11/2020] [Indexed: 12/24/2022] Open
Abstract
Contributors The following document and appendices represent the third edition of the Practice Guidelines for Ocular Telehealth-Diabetic Retinopathy. These guidelines were developed by the Diabetic Retinopathy Telehealth Practice Guidelines Working Group. This working group consisted of a large number of subject matter experts in clinical applications for telehealth in ophthalmology. The editorial committee consisted of Mark B. Horton, OD, MD, who served as working group chair and Christopher J. Brady, MD, MHS, and Jerry Cavallerano, OD, PhD, who served as cochairs. The writing committees were separated into seven different categories. They are as follows: 1.Clinical/operational: Jerry Cavallerano, OD, PhD (Chair), Gail Barker, PhD, MBA, Christopher J. Brady, MD, MHS, Yao Liu, MD, MS, Siddarth Rathi, MD, MBA, Veeral Sheth, MD, MBA, Paolo Silva, MD, and Ingrid Zimmer-Galler, MD. 2.Equipment: Veeral Sheth, MD (Chair), Mark B. Horton, OD, MD, Siddarth Rathi, MD, MBA, Paolo Silva, MD, and Kristen Stebbins, MSPH. 3.Quality assurance: Mark B. Horton, OD, MD (Chair), Seema Garg, MD, PhD, Yao Liu, MD, MS, and Ingrid Zimmer-Galler, MD. 4.Glaucoma: Yao Liu, MD, MS (Chair) and Siddarth Rathi, MD, MBA. 5.Retinopathy of prematurity: Christopher J. Brady, MD, MHS (Chair) and Ingrid Zimmer-Galler, MD. 6.Age-related macular degeneration: Christopher J. Brady, MD, MHS (Chair) and Ingrid Zimmer-Galler, MD. 7.Autonomous and computer assisted detection, classification and diagnosis of diabetic retinopathy: Michael Abramoff, MD, PhD (Chair), Michael F. Chiang, MD, and Paolo Silva, MD.
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Affiliation(s)
- Mark B. Horton
- Indian Health Service-Joslin Vision Network (IHS-JVN) Teleophthalmology Program, Phoenix Indian Medical Center, Phoenix, Arizona
| | - Christopher J. Brady
- Division of Ophthalmology, Department of Surgery, Larner College of Medicine, University of Vermont, Burlington, Vermont
| | - Jerry Cavallerano
- Beetham Eye Institute, Joslin Diabetes Center, Massachusetts
- Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts
| | - Michael Abramoff
- Department of Ophthalmology and Visual Sciences, The University of Iowa, Iowa City, Iowa
- Department of Biomedical Engineering, and The University of Iowa, Iowa City, Iowa
- Department of Electrical and Computer Engineering, The University of Iowa, Iowa City, Iowa
- Department of Ophthalmology, Stephen A. Wynn Institute for Vision Research, The University of Iowa, Iowa City, Iowa
- Iowa City VA Health Care System, Iowa City, Iowa
- IDx, Coralville, Iowa
| | - Gail Barker
- Arizona Telemedicine Program, The University of Arizona, Phoenix, Arizona
| | - Michael F. Chiang
- Department of Ophthalmology, Casey Eye Institute, Oregon Health and Science University, Portland, Oregon
- Department of Medical Informatics and Clinical Epidemiology, Oregon Health and Science University, Portland, Oregon
| | | | - Seema Garg
- Department of Ophthalmology, University of North Carolina, Chapel Hill, North Carolina
| | | | - Yao Liu
- Department of Ophthalmology and Visual Sciences, University of Wisconsin-Madison, Madison, Wisconsin
| | | | - Siddarth Rathi
- Department of Ophthalmology, NYU Langone Health, New York, New York
| | - Veeral Sheth
- University Retina and Macula Associates, University of Illinois at Chicago, Chicago, Illinois
| | - Paolo Silva
- Beetham Eye Institute, Joslin Diabetes Center, Massachusetts
- Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts
| | - Kristen Stebbins
- Vision Care Department, Hillrom, Skaneateles Falls, New York, New York
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24
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Zhu X, Xu Y, Lu L, Zou H. Patients' perspectives on the barriers to referral after telescreening for diabetic retinopathy in communities. BMJ Open Diabetes Res Care 2020; 8:8/1/e000970. [PMID: 32193199 PMCID: PMC7103829 DOI: 10.1136/bmjdrc-2019-000970] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 12/11/2019] [Accepted: 12/18/2019] [Indexed: 01/01/2023] Open
Abstract
OBJECTIVE To understand the referral completion and explore the associated barriers to the referral after telescreening for diabetic retinopathy (DR) among people with vision-threatening DR (VTDR). RESEARCH DESIGN AND METHODS All participants with VTDR after DR telescreening in the communities completed the self-reported questionnaires to assess referral completion and their perspectives on referral barriers. Sociodemographic characteristics and perceived barriers related to incomplete referrals were identified by conducting univariate analysis and multiple logistic regression model. The final model was then built to predict incomplete referral. RESULTS Of the 3362 participants, 46.1% had incomplete referral. Old age and lower education level showed significant association with incomplete referral. Almost all participants had at least one barrier during the referral process. Knowledge-related and attitude-related barriers, including 'Too old to want any more treatment', 'Difficulty in getting time to referral', 'No serious illness requiring treatment at present', 'My eyes are okay', 'Distrust the recommended hospital' and 'Have not been diagnosed or treated before', and logistics-related barrier 'Mobility or transportation difficulties' showed significant association with incomplete referral. CONCLUSIONS The issue of incomplete referral after DR telescreening is serious among individuals with VTDR, particularly in the elder and low education level population. The negativity of knowledge-related and attitude-related factors might be more prominent than logistic barriers in predicting incomplete referral. Therefore, new strategies to improve the compliance with referral assist in optimizing the referral accessibility, and the ongoing educational support to improve the awareness of disease and increase the effectiveness of physician-patient communication.
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Affiliation(s)
- Xiaofeng Zhu
- Department of Preventative Ophthalmology, Shanghai Eye Disease Prevention and Treatment Center/Shanghai Eye Hospital, Shanghai, China
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yi Xu
- Department of Preventative Ophthalmology, Shanghai Eye Disease Prevention and Treatment Center/Shanghai Eye Hospital, Shanghai, China
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lina Lu
- Department of Preventative Ophthalmology, Shanghai Eye Disease Prevention and Treatment Center/Shanghai Eye Hospital, Shanghai, China
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Haidong Zou
- Department of Preventative Ophthalmology, Shanghai Eye Disease Prevention and Treatment Center/Shanghai Eye Hospital, Shanghai, China
- Department of Ophthalmology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Patient perceived value of teleophthalmology in an urban, low income US population with diabetes. PLoS One 2020; 15:e0225300. [PMID: 31917793 PMCID: PMC6952085 DOI: 10.1371/journal.pone.0225300] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Accepted: 11/01/2019] [Indexed: 12/02/2022] Open
Abstract
Dilated eye exams are the standard of care to detect advancing, vision threatening, but often asymptomatic retinopathy in a timely fashion, allowing for vision preserving treatments. Annual exam rates are suboptimal, especially in underserved populations. Although teleophthalmology programs tremendously improve annual exam rates in low income/under resourced settings, widespread adoption is limited. Using a mixed methods approach, three focus groups and individual interviews were conducted for patients with type 2 diabetes (N = 23) who had a teleophthalmology exam or a dilated eye exam. A survey and discussion assessed patients’ perspectives and value of teleophthalmology, including willingness to pay (WTP). Financial, transportation, and motivational barriers to obtaining an annual dilated eye exam were identified. Patients greatly valued having primary care (PC) based teleophthalmology for its convenience and ability to detect disease to allow for timely treatment and would recommend such a service. Although their WTP was at least the amount of their usual copay, cost was universally cited as a concern. Having a conveniently offered PC based teleophthalmology exam was valued. Educating patients on the value and costs of having such exams may be helpful to encourage informed discussions on eye care, especially in low income, underserved populations. Our study is among the few to provide insight on the value and perceptions of teleophthalmology in US low income, urban minority populations needed to help increase uptake of this innovation. Using surveys followed by facilitated discussion allowed for richer and more varied responses.
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