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Liu Z, Han X, Gao L, Chen S, Huang W, Li P, Wu Z, Wang M, Zheng Y. Cost-effectiveness of incorporating self-imaging optical coherence tomography into fundus photography-based diabetic retinopathy screening. NPJ Digit Med 2024; 7:225. [PMID: 39181938 PMCID: PMC11344775 DOI: 10.1038/s41746-024-01222-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Accepted: 08/13/2024] [Indexed: 08/27/2024] Open
Abstract
Diabetic macular edema (DME) has emerged as the foremost cause of vision loss in the population with diabetes. Early detection of DME is paramount, yet the prevailing screening, relying on two-dimensional and labor-intensive fundus photography (FP), results in frequent unwarranted referrals and overlooked diagnoses. Self-imaging optical coherence tomography (SI-OCT), offering fully automated, three-dimensional macular imaging, holds the potential to enhance DR screening. We conducted an observational study within a cohort of 1822 participants with diabetes, who received comprehensive assessments, including visual acuity testing, FP, and SI-OCT examinations. We compared the performance of three screening strategies: the conventional FP-based strategy, a combination strategy of FP and SI-OCT, and a simulated combination strategy of FP and manual SD-OCT. Additionally, we undertook a cost-effectiveness analysis utilizing Markov models to evaluate the costs and benefits of the three strategies for referable DR. We found that the FP + SI-OCT strategy demonstrated superior sensitivity (87.69% vs 61.53%) and specificity (98.29% vs 92.47%) in detecting DME when compared to the FP-based strategy. Importantly, the FP + SI-OCT strategy outperformed the FP-based strategy, with an incremental cost-effectiveness ratio (ICER) of $8016 per quality-adjusted life year (QALY), while the FP + SD-OCT strategy was less cost-effective, with an ICER of $45,754/QALY. Our results were robust to extensive sensitivity analyses, with the FP + SI-OCT strategy standing as the dominant choice in 69.36% of simulations conducted at the current willingness-to-pay threshold. In summary, incorporating SI-OCT into FP-based screening offers substantial enhancements in sensitivity, specificity for detecting DME, and most notably, cost-effectiveness for DR screening.
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Affiliation(s)
- Zitian Liu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China.
| | - Xiaotong Han
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Le Gao
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Shida Chen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Wenyong Huang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
| | - Peng Li
- MOPTIM Imaging Technique Co. Ltd, Shenzhen, China
| | - Zhiyan Wu
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Mengchi Wang
- Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Yingfeng Zheng
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China
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Atta S, Brown RB, Wasser LM, Mayer N, Cassidy J, Liu PJ, Williams AM. Effect of a Patient Portal Reminder Message After No-Show on Appointment Reattendance in Ophthalmology: A Randomized Clinical Trial. Am J Ophthalmol 2024; 263:93-98. [PMID: 38403099 PMCID: PMC11162931 DOI: 10.1016/j.ajo.2024.02.026] [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: 07/16/2023] [Revised: 01/29/2024] [Accepted: 02/19/2024] [Indexed: 02/27/2024]
Abstract
PURPOSE To assess the efficacy of electronic health record (EHR) messaging for re-engaging patients with ophthalmology care after a missed appointment. DESIGN Prospective, randomized clinical trial. METHODS The study setting was an academic ophthalmology department. The patient population comprised of return patients age 18 years or older with an appointment "no show," or missed appointment. Over 2 phases of recruitment, 362 patients with an active patient portal in the EHR were selected consecutively each business day. Patients were randomized using a web-based tool to receive a reminder to reschedule via a standard mailed letter only (control) or the mailed letter plus an electronic message through the EHR within 1 business day of the missed appointment (intervention). Reengagement with eye care was defined as attendance of a rescheduled appointment within 30 days of the no-show visit. Patient charts were reviewed for demographic and clinical data. RESULTS The average age of recruited patients was 59.9 years, just under half of the sample was male (42.5%, 154/362), and most patients were White (56.9%, 206/362) or Black (36.2%, 131/362). Patients were most commonly recruited from the retina service (39.2%, 142/362) followed by the glaucoma service (29.3%, 106/362). Many patients in this study had previous no-show appointments, with an average no-show rate of 18.8% out of all scheduled visits across our health system. In total, 22.2% (42/189) of patients in the intervention group attended a follow-up appointment within 30 days of their no-show visit compared to 11.6% (20/173) of the control group (OR, 2.186; 95% CI, 1.225-3.898; P = .008). When including only the 74 patients in the intervention group who read the intervention message in the patient portal, 28.4% (21/74) attended a follow-up compared to 11.6% (20/173) of the control group (P = .001). CONCLUSIONS EHR-based reminder messages sent within a business day of a missed appointment may promote re-engagement in ophthalmology care after appointment no-show.
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Affiliation(s)
- Sarah Atta
- From the Department of Ophthalmology (S.A., R.B., L.W., N.M., J.C., A.W.,), University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA; Cleveland Clinic (S.A.), Cole Eye Institute, Cleveland, Ohio, USA
| | - Richard B Brown
- From the Department of Ophthalmology (S.A., R.B., L.W., N.M., J.C., A.W.,), University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Lauren M Wasser
- From the Department of Ophthalmology (S.A., R.B., L.W., N.M., J.C., A.W.,), University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA; Department of Ophthalmology, Shaare Zedek Medical Center (L.W.), Hebrew University, Hadassah School of Medicine, Jerusalem, Israel
| | - Natasha Mayer
- From the Department of Ophthalmology (S.A., R.B., L.W., N.M., J.C., A.W.,), University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Julie Cassidy
- From the Department of Ophthalmology (S.A., R.B., L.W., N.M., J.C., A.W.,), University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Peggy J Liu
- Department of Business Administration - Marketing and Business Economics Area, Joseph M. Katz Graduate School of Business (P.L.), University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Andrew M Williams
- From the Department of Ophthalmology (S.A., R.B., L.W., N.M., J.C., A.W.,), University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
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Fajardo MA, Batcup C, Ayre J, McKinn S, Knight J, Raffoul N, Brims K, Nelson AJ, Bonner C. Could nudges reduce health literacy disparities in CVD prevention? An experiment using alternative messages for CVD risk assessment screening. PATIENT EDUCATION AND COUNSELING 2024; 123:108192. [PMID: 38377707 DOI: 10.1016/j.pec.2024.108192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 01/23/2024] [Accepted: 02/03/2024] [Indexed: 02/22/2024]
Abstract
OBJECTIVE To explore the effect of SMS nudge messages amongst people with varying health literacy on their intention to get a Heart Health Check. METHODS A 3 (Initial SMS: scarcity, regret, or control nudge) x 2 (Reminder SMS: social norm or control nudge) factorial design was used in a hypothetical online experiment. 705 participants eligible for Heart Health Checks were recruited. Outcomes included intention to attend a Heart Health Check and psychological responses. RESULTS In the control condition, people with lower health literacy had lower behavioural intentions compared to those with higher health literacy (p = .011). Scarcity and regret nudges closed this gap, resulting in similar intention levels for lower and higher health literacy. There was no interactive effect of the reminder nudge and health literacy (p = .724). CONCLUSION Scarcity and regret nudge messages closed the health literacy gap in behavioural intentions compared to a control message, while a reminder nudge had limited additional benefit. Health literacy should be considered in behavioural intervention evaluations to ensure health equity is addressed. PRACTICE IMPLICATIONS Results informed a national screening program using a universal precautions approach, where messages with higher engagement for lower health literacy groups were used in clinical practice.
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Affiliation(s)
- Michael Anthony Fajardo
- Sydney Health Literacy Lab, School of Public Health, Faculty of Medicine & Health, University of Sydney, NSW, Australia
| | - Carys Batcup
- Sydney Health Literacy Lab, School of Public Health, Faculty of Medicine & Health, University of Sydney, NSW, Australia
| | - Julie Ayre
- Sydney Health Literacy Lab, School of Public Health, Faculty of Medicine & Health, University of Sydney, NSW, Australia
| | - Shannon McKinn
- Sydney Health Literacy Lab, School of Public Health, Faculty of Medicine & Health, University of Sydney, NSW, Australia
| | - Joshua Knight
- National Heart Foundation of Australia, Sydney, NSW, Australia
| | - Natalie Raffoul
- National Heart Foundation of Australia, Sydney, NSW, Australia
| | - Kerryn Brims
- National Heart Foundation of Australia, Sydney, NSW, Australia
| | | | - Carissa Bonner
- Sydney Health Literacy Lab, School of Public Health, Faculty of Medicine & Health, University of Sydney, NSW, Australia; Menzies Centre for Health Policy and Economics, Faculty of Medicine & Health, University of Sydney, NSW, Australia.
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Dong Y, Wang A. Health Management Service Models for the Elderly with Visual Impairment: A Scoping Review. J Multidiscip Healthc 2024; 17:2239-2250. [PMID: 38751666 PMCID: PMC11095522 DOI: 10.2147/jmdh.s463894] [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: 03/07/2024] [Accepted: 05/04/2024] [Indexed: 05/18/2024] Open
Abstract
Background The incidence of visual impairment(VI) in older people is gradually increasing. This review aimed to summarise the evidence on existing health management models and strategies for older adults with VI to improve health-related and vision-related quality of life (QoL) in older people. Methods Based on the framework of the scoping review methodology of Arksey and O'Malley (2005), a comprehensive literature search of relevant literature published between January 2010 and June 2022 in PubMed, CINAHL, EMBASE, Web of Science, Cochrane Library, CNKI, VIP, Wanfang database, Sinomed and the grey literature. Results Finally, 31 articles were included. The health management model had a multidisciplinary team low vision rehabilitation model, medical consortium two-way management model, low vision community comprehensive rehabilitation model, medical consortium-family contract service model, screening-referral-follow-up model, and three-level low vision care model. The health management strategy covers nine aspects, the combination of multi-element strategies is feasible, and network information technology has also shown positive results. Conclusion In the future, under the Internet and hierarchical management model, we should provide demand-based personalized support to rationalize and scientifically achieve hierarchical management and improve resource utilization efficiency and eye health outcomes.
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Affiliation(s)
- Yu Dong
- The First Hospital of China Medical University, Shenyang, People’s Republic of China
| | - Aiping Wang
- The First Hospital of China Medical University, Shenyang, People’s Republic of China
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Muste JC, Russell MW, Iyer AI, Singh RP. Interventions to reduce loss to follow up in common retinal pathology: A systematic review. Eur J Ophthalmol 2023; 33:1513-1516. [PMID: 36537123 DOI: 10.1177/11206721221145058] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/20/2023]
Abstract
PURPOSE Loss to follow-up or fragmented follow-up episodes (LTFU) may contribute to suboptimal clinical outcomes, especially when comparing real world data to clinical trials. This systemic review gathers available evidence around interventions meant to decrease the LTFU in AMD, RVO, and DME patients. PATIENTS AND METHODS PubMed was queried using a literature search strategy and reviewed by the authors. Studies with interventions aimed at reducing lost to follow up were included. RESULTS Ten studies were extracted from 89 candidate publications. DISCUSSION Telephone interventions featuring assistance in scheduling in improving LTFU in urban, African American populations over 50 years old with diabetic retinopathy. The same interventions have shown promise in glaucoma, but remain understudied in AMD, RVO, and other geographic, ethnic, and socioeconomic demographics. CONCLUSION No sole intervention with efficacy in improving LTFU has been developed. A standardized definition of LTFU, as well as testing interventions across broad age, geography, ethnic, racial, and socioeconomic lines. Longitudinal data would also add credence to the efficacy of purported interventions. OTHER No sources of funding for this article.
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Affiliation(s)
- Justin C Muste
- Center for Ophthalmic Bioinformatics, Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Matthew W Russell
- Center for Ophthalmic Bioinformatics, Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA
- Cleveland Clinic Lerner College of Medicine, Cleveland, OH, USA
| | - Amogh I Iyer
- Center for Ophthalmic Bioinformatics, Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Rishi P Singh
- Center for Ophthalmic Bioinformatics, Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA
- Cleveland Clinic Lerner College of Medicine, Cleveland, OH, USA
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Hangaard S, Laursen SH, Andersen JD, Kronborg T, Vestergaard P, Hejlesen O, Udsen FW. The Effectiveness of Telemedicine Solutions for the Management of Type 2 Diabetes: A Systematic Review, Meta-Analysis, and Meta-Regression. J Diabetes Sci Technol 2023; 17:794-825. [PMID: 34957864 PMCID: PMC10210100 DOI: 10.1177/19322968211064633] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Previous systematic reviews have aimed to clarify the effect of telemedicine on diabetes. However, such reviews often have a narrow focus, which calls for a more comprehensive systematic review within the field. Hence, the objective of the present systematic review, meta-analysis, and meta-regression is to evaluate the effectiveness of telemedicine solutions versus any comparator without the use of telemedicine on diabetes-related outcomes among adult patients with type 2 diabetes (T2D). METHODS This review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. We considered telemedicine randomized controlled trials (RCT) including adults (≥18 years) diagnosed with T2D. Change in glycated hemoglobin (HbA1c, %) was the primary outcome. PubMed, EMBASE, and the Cochrane Library Central Register of Controlled Trials (CENTRAL) were searched on October 14, 2020. An overall treatment effect was estimated using a meta-analysis performed on the pool of included studies based on the mean difference (MD). The revised Cochrane risk-of-bias tool was applied and the certainty of evidence was graded using the Grading of Recommendations, Assessment, Development and Evaluations (GRADE) approach. RESULTS The final sample of papers included a total of 246, of which 168 had sufficient information to calculate the effect of HbA1c%. The results favored telemedicine, with an MD of -0.415% (95% confidence interval [CI] = -0.482% to -0.348%). The heterogeneity was great (I2 = 93.05%). A monitoring component gave rise to the higher effects of telemedicine. CONCLUSIONS In conclusion, telemedicine may serve as a valuable supplement to usual care for patients with T2D. The inclusion of a telemonitoring component seems to increase the effect of telemedicine.
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Affiliation(s)
- Stine Hangaard
- Department of Health Science and
Technology, Aalborg University, Aalborg, Denmark
- Steno Diabetes Center North Denmark,
Aalborg, Denmark
| | - Sisse H. Laursen
- Department of Health Science and
Technology, Aalborg University, Aalborg, Denmark
- Department of Nursing, University
College of Northern Denmark, Aalborg, Denmark
| | - Jonas D. Andersen
- Department of Health Science and
Technology, Aalborg University, Aalborg, Denmark
| | - Thomas Kronborg
- Department of Health Science and
Technology, Aalborg University, Aalborg, Denmark
- Steno Diabetes Center North Denmark,
Aalborg, Denmark
| | - Peter Vestergaard
- Steno Diabetes Center North Denmark,
Aalborg, Denmark
- Department of Endocrinology, Aalborg
University Hospital, Aalborg, Denmark
- Department of Clinical Medicine,
Aalborg University, Aalborg, Denmark
| | - Ole Hejlesen
- Department of Health Science and
Technology, Aalborg University, Aalborg, Denmark
| | - Flemming W. Udsen
- Department of Health Science and
Technology, Aalborg University, Aalborg, Denmark
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Tang J, Yang Z, Kee F, Congdon N. Time and risk preferences and the perceived effectiveness of incentives to comply with diabetic retinopathy screening among older adults with type 2 diabetes. Front Psychol 2023; 14:1101909. [PMID: 37138986 PMCID: PMC10149913 DOI: 10.3389/fpsyg.2023.1101909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 03/30/2023] [Indexed: 05/05/2023] Open
Abstract
Behavioral economics has the potential to inform the design of incentives to improve disease screening programs by accounting for various behavioral biases. We investigate the association between multiple behavioral economics concepts and the perceived effectiveness of incentive strategies for behavioral change among older patients with a chronic disease. This association is examined by focusing on diabetic retinopathy screening, which is recommended but very variably followed by persons living with diabetes. Five time and risk preference concepts (i.e., utility curvature, probability weighting, loss aversion, discount rate, and present-bias) are estimated simultaneously in a structural econometric framework, based on a series of deliberately-designed economic experiments offering real money. We find that higher discount rates and loss aversion and lower probability weighting are significantly associated with lower perceived effectiveness of intervention strategies whereas present-bias and utility curvature have an insignificant association with it. Finally, we also observe strong urban vs. rural heterogeneity in the association between our behavioral economic concepts and the perceived effectiveness of intervention strategies.
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Affiliation(s)
- Jianjun Tang
- School of Agricultural Economics and Rural Development, Renmin University of China, Beijing, China
| | - Ziwei Yang
- College of Economics and Management, Huazhong Agricultural University, Wuhan, China
| | - Frank Kee
- Centre for Public Health, Queen's University Belfast, Belfast, United Kingdom
| | - Nathan Congdon
- Centre for Public Health, Queen's University Belfast, Belfast, United Kingdom
- Orbis International, New York, NY, United States
- Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
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Mathenge W, Whitestone N, Nkurikiye J, Patnaik JL, Piyasena P, Uwaliraye P, Lanouette G, Kahook MY, Cherwek DH, Congdon N, Jaccard N. Impact of Artificial Intelligence Assessment of Diabetic Retinopathy on Referral Service Uptake in a Low-Resource Setting: The RAIDERS Randomized Trial. OPHTHALMOLOGY SCIENCE 2022; 2:100168. [PMID: 36531575 PMCID: PMC9754978 DOI: 10.1016/j.xops.2022.100168] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/25/2021] [Revised: 04/21/2022] [Accepted: 04/25/2022] [Indexed: 06/02/2023]
Abstract
PURPOSE This trial was designed to determine if artificial intelligence (AI)-supported diabetic retinopathy (DR) screening improved referral uptake in Rwanda. DESIGN The Rwanda Artificial Intelligence for Diabetic Retinopathy Screening (RAIDERS) study was an investigator-masked, parallel-group randomized controlled trial. PARTICIPANTS Patients ≥ 18 years of age with known diabetes who required referral for DR based on AI interpretation. METHODS The RAIDERS study screened for DR using retinal imaging with AI interpretation implemented at 4 facilities from March 2021 through July 2021. Eligible participants were assigned randomly (1:1) to immediate feedback of AI grading (intervention) or communication of referral advice after human grading was completed 3 to 5 days after the initial screening (control). MAIN OUTCOME MEASURES Difference between study groups in the rate of presentation for referral services within 30 days of being informed of the need for a referral visit. RESULTS Of the 823 clinic patients who met inclusion criteria, 275 participants (33.4%) showed positive findings for referable DR based on AI screening and were randomized for inclusion in the trial. Study participants (mean age, 50.7 years; 58.2% women) were randomized to the intervention (n = 136 [49.5%]) or control (n = 139 [50.5%]) groups. No significant intergroup differences were found at baseline, and main outcome data were available for analyses for 100% of participants. Referral adherence was statistically significantly higher in the intervention group (70/136 [51.5%]) versus the control group (55/139 [39.6%]; P = 0.048), a 30.1% increase. Older age (odds ratio [OR], 1.04; 95% confidence interval [CI], 1.02-1.05; P < 0.0001), male sex (OR, 2.07; 95% CI, 1.22-3.51; P = 0.007), rural residence (OR, 1.79; 95% CI, 1.07-3.01; P = 0.027), and intervention group (OR, 1.74; 95% CI, 1.05-2.88; P = 0.031) were statistically significantly associated with acceptance of referral in multivariate analyses. CONCLUSIONS Immediate feedback on referral status based on AI-supported screening was associated with statistically significantly higher referral adherence compared with delayed communications of results from human graders. These results provide evidence for an important benefit of AI screening in promoting adherence to prescribed treatment for diabetic eye care in sub-Saharan Africa.
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Affiliation(s)
- Wanjiku Mathenge
- Rwanda International Institute of Ophthalmology, Kigali, Rwanda
- Orbis International, New York, New York
| | | | - John Nkurikiye
- Rwanda International Institute of Ophthalmology, Kigali, Rwanda
- Rwanda Military Hospital, Kigali, Rwanda
| | - Jennifer L. Patnaik
- Orbis International, New York, New York
- Department of Ophthalmology, University of Colorado School of Medicine, Aurora, Colorado
| | - Prabhath Piyasena
- Centre for Public Health, Queen’s University Belfast, Belfast, United Kingdom
| | | | | | - Malik Y. Kahook
- Department of Ophthalmology, University of Colorado School of Medicine, Aurora, Colorado
| | | | - Nathan Congdon
- Orbis International, New York, New York
- Centre for Public Health, Queen’s University Belfast, Belfast, United Kingdom
- Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
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Williams AM, Weed JM, Commiskey PW, Kalra G, Waxman EL. Prevalence of diabetic retinopathy and self-reported barriers to eye care among patients with diabetes in the emergency department: the diabetic retinopathy screening in the emergency department (DRS-ED) study. BMC Ophthalmol 2022; 22:237. [PMID: 35624427 PMCID: PMC9137141 DOI: 10.1186/s12886-022-02459-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Accepted: 05/11/2022] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Screening for diabetic retinopathy (DR) is suboptimal, and patients with diabetes who present to the emergency department (ED) may be at particularly high risk of undiagnosed DR. The purpose of this study is to determine the prevalence of DR among diabetic patients who present to the ED of our tertiary medical center using teleophthalmology and to assess self-reported barriers to eye care. METHODS This cross-sectional, single-institution study recruited clinically stable diabetic patients who presented to the ED during daytime hours over 29 total weekdays across 2 months in 2018 and 2019. Participants had nonmydriatic, 45-degree, single-field digital retinal photographs taken on site (Digital Retinal System, Centervue). Following retinal imaging, participants then completed a survey about barriers to regular eye care and their acceptance of potential interventions to promote screening. Digital retinal photographs were interpreted remotely by a board-certified ophthalmologist and communicated to participants' primary care physician and/or endocrinologist. RESULTS Over the study period, 275 ED patients had a documented diagnosis of diabetes, of whom 167 were deemed clinically stable for the study and 141 were invited to participate. Sixty-four were enrolled, of whom 50 had gradable-quality fundus images (78%). Of these 50 patients, almost all had type 2 diabetes (47, 94%), with an average disease duration of 12 ± 9 years and mean hemoglobin A1c of 8.1 ± 2.0% (mmol/mol). Based on fundus photography, 14 patients (28%) were diagnosed with DR, which was newly diagnosed for 10 (20% of the total study population). Severity was most commonly mild or moderate (12/14, 86%), with 1 case of severe nonproliferative DR and 1 proliferative DR. The majority (26, 52%) reported at least one barrier to routine eye care in our self-administered survey, of which having too many appointments (6, 12%) and cost (5, 10%) were frequently cited as most important. The majority were receptive to interventions to promote DR screening, including reminder phone calls (29, 58%) and text messages (28, 56%). CONCLUSIONS Digital fundus photography in the ED detected a high rate of undiagnosed DR. Half of participants reported barriers to routine care, and most were receptive to messaging interventions to schedule an eye exam. Future studies are warranted to assess scalability of ED-based screening programs and their follow-through rates.
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Affiliation(s)
- Andrew M Williams
- Department of Ophthalmology, University of Pittsburgh Medical Center, 203 Lothrop Street, 8th floor, Pittsburgh, PA, 15213, USA.
| | - Jared M Weed
- Department of Ophthalmology, University of Pittsburgh Medical Center, 203 Lothrop Street, 8th floor, Pittsburgh, PA, 15213, USA
| | - Patrick W Commiskey
- Department of Ophthalmology, University of Pittsburgh Medical Center, 203 Lothrop Street, 8th floor, Pittsburgh, PA, 15213, USA
| | - Gagan Kalra
- Government Medical College & Hospital, Chandigarh, India
| | - Evan L Waxman
- Department of Ophthalmology, University of Pittsburgh Medical Center, 203 Lothrop Street, 8th floor, Pittsburgh, PA, 15213, USA
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Keel S, Govender-Poonsamy P, Cieza A, Faal H, Flitcroft I, Gifford K, He M, Khandekar R, Naidoo K, Oerding M, Ohno-Matsui K, Mariotti S, Wildsoet C, Wolffsohn JS, Wong TY, Yoon S, Mueller A, Dobson R. The WHO-ITU MyopiaEd Programme: A Digital Message Programme Targeting Education on Myopia and Its Prevention. Front Public Health 2022; 10:881889. [PMID: 35692340 PMCID: PMC9177978 DOI: 10.3389/fpubh.2022.881889] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 04/15/2022] [Indexed: 11/17/2022] Open
Abstract
The objective of this paper is to provide an overview of the World Health Organization - International Telecommunication Union MyopiaEd programme - a digital message programme targeting education on myopia and its prevention. The development of the MyopiaEd programme included 4 key steps: (1) Conceptualization and consultation with experts in the field of myopia, mHealth and health behavior change; (2) Creation of SMS message libraries and programme algorithm; (3) Review of the message libraries to ensure relevance to the target audience; and (4) Pre-testing amongst end-user groups to ensure that the design of the programme and the message content were understandable. After reviewing the available evidence and considering input of the experts, the aims, end users and key themes of the programme were finalized. Separate SMS-adapted message libraries were developed, reviewed and pre-tested for four target end-user groups; (1) general population involved in the care of children (2) parents or caregivers of children with myopia; (3) adolescents with myopia; and (4) adults with myopia. The message libraries are part of a comprehensive toolkit, developed through a consultative process with experts in digital health, to support implementation within countries. The development of the MyopiaEd programme aims to provide a basis for Member States and other stakeholders to develop, implement and monitor large-scale mHealth programmes. It is aimed at raising awareness of good eye care behaviors and addressing common reasons for non-compliance to spectacle wear. The next steps will involve adapting and evaluating the MyopiaEd programme in selected settings.
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Affiliation(s)
- Stuart Keel
- Department of Noncommunicable Diseases, World Health Organization, Geneva, Switzerland
| | | | - Alarcos Cieza
- Department of Noncommunicable Diseases, World Health Organization, Geneva, Switzerland
| | - Hannah Faal
- African Vision Research Institute, University of KwaZulu Natal, Durban, South Africa
| | | | - Kate Gifford
- Myopia Profile Pty, Ltd, Brisbane, QLD, Australia
| | - Mingguang He
- Department of Optometry and Vision Sciences, University of Melbourne, Melbourne, VIC, Australia
| | | | - Kovin Naidoo
- African Vision Research Institute, University of KwaZulu Natal, Durban, South Africa
- EssilorLuxottica, Paris, France
| | - Matt Oerding
- Global Myopia Awareness Coalition, Boulder, CO, United States
| | - Kyoko Ohno-Matsui
- Department of Ophthalmology and Visual Science, Tokyo Medical and Dental University, Tokyo, Japan
| | - Silvio Mariotti
- Department of Noncommunicable Diseases, World Health Organization, Geneva, Switzerland
| | - Christine Wildsoet
- School of Optometry, University of California, Berkeley, Berkeley, CA, United States
| | - James S Wolffsohn
- Optometry and Vision Science, Aston University, Birmingham, United Kingdom
| | - Tien Y Wong
- Singapore National Eye Centre, Duke-NUS Medical School, National University of Singapore, Singapore, Singapore
| | - Sangchul Yoon
- Dept of Medical Humanities and Social Sciences, Yonsei University, Seoul, South Korea
| | - Andreas Mueller
- Department of Noncommunicable Diseases, World Health Organization, Geneva, Switzerland
| | - Rosie Dobson
- National Institute for Health Innovation, University of Auckland, Auckland, New Zealand
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11
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Xiao B, Mercer GD, Jin L, Lee HL, Chen T, Wang Y, Liu Y, Denniston AK, Egan CA, Li J, Lu Q, Xu P, Congdon N. Outreach screening to address demographic and economic barriers to diabetic retinopathy care in rural China. PLoS One 2022; 17:e0266380. [PMID: 35442967 PMCID: PMC9020743 DOI: 10.1371/journal.pone.0266380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Accepted: 03/04/2022] [Indexed: 11/25/2022] Open
Abstract
IMPORTANCE Poor access to existing care for diabetic retinopathy (DR) limits effectiveness of proven treatments. OBJECTIVES We examined whether outreach screening in rural China improves equity of access. DESIGN, SETTING AND PARTICIPANTS We compared prevalence of female sex, age > = 65 years, primary education or below, and requiring referral care for DR between three cohorts with diabetes examined for DR in neighboring areas of Guangdong, China: passive case detection at secondary-level hospitals (n = 193); persons screened during primary-level DR outreach (n = 182); and individuals with newly- or previously-diagnosed diabetes in a population survey (n = 579). The latter reflected the "ideal" reach of a screening program. RESULTS Compared to the population cohort, passive case detection reached fewer women (50·8% vs. 62·3%, p = 0·006), older adults (37·8% vs. 51·3%, p < 0·001), and less-educated persons (39·9% vs. 89·6%, p < 0·001). Outreach screening, compared to passive case detection, improved representation of the elderly (49·5% vs. 37·8%, p = 0·03) and less-educated (70·3% vs. 39·9%, p<0·001). The proportion of women (59.8% vs 62.3%, P>0.300) and persons aged > = 65 years (49.5% vs 51.3%, p = 0.723) in the outreach screening and population cohorts did not differ significantly. Prevalence of requiring referral care for DR was significantly higher in the outreach screening cohort (28·0%) than the population (14·0%) and passive case detection cohorts (7·3%, p<0·001 for both). CONCLUSIONS AND RELEVANCE Primary-level outreach screening improves access for the poorly-educated and elderly, and removes gender inequity in access to DR care in this setting, while also identifying more severely-affected patients than case finding in hospital.
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Affiliation(s)
- Baixiang Xiao
- Affiliated Eye Hospital of Nanchang University, Nanchang City, China
| | - Gareth D. Mercer
- Department of Ophthalmology and Visual Sciences, McGill University, Montréal, Canada
| | - Ling Jin
- The State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou City, China
| | - Han Lin Lee
- Centre for Public Health, Queen’s University Belfast, Belfast, United Kingdom
| | - Tingting Chen
- The Ophthalmology Department of the First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yanfang Wang
- The State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou City, China
| | - Yuanping Liu
- The State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou City, China
| | | | - Catherine A. Egan
- Moorfields Eye Hospital, NHS Foundation Trust, London, United Kingdom
| | - Jia Li
- Orbis International, New York, NY, United States of America
| | - Qing Lu
- Orbis International, New York, NY, United States of America
| | - Ping Xu
- Orbis International, New York, NY, United States of America
| | - Nathan Congdon
- The State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, Guangzhou City, China
- Centre for Public Health, Queen’s University Belfast, Belfast, United Kingdom
- Orbis International, New York, NY, United States of America
- * E-mail:
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12
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Yu Z, Liu Y, Yu Y, Han H, Li Y. The Study on Public-Interest Short Message Service (SMS) in China during the COVID-19 Pandemic: Mobile User Survey and Content Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:7915. [PMID: 34360208 PMCID: PMC8345619 DOI: 10.3390/ijerph18157915] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Revised: 07/22/2021] [Accepted: 07/22/2021] [Indexed: 01/13/2023]
Abstract
The outbreak of coronavirus disease 2019 (COVID-19) has greatly threatened the global health system and triggered the public health emergency. In order to manage the COVID-19 pandemic, healthcare and prevention information have been delivered through omni-media channels (e.g., television, radio, social platform, etc.). As a traditional outlet, the short message service (SMS) can timely provide abundant anti-epidemic alerts to mobile users. In this paper, we aim to investigate mobile users' attitudes toward COVID-19 public-interest SMS sent from government authorities and then explore the insight from messaging texts collected between January and April 2020 in China. In general, respondents show a positive attitude towards content and the necessity of public-interest SMS during the pandemic. However, we find that gender and age differences not only affect content evaluation, but also influence reading and forwarding behaviors. For the necessity of SMS, it shows significant difference between the 18-25-year-old and over 40-year-old group, with the middle and elder group showing serious attitudes and giving higher remarks than the youth due to the habits of media usage. However no significant difference is presented between females and males. In terms of content, the category of topics and releasing institutions are analyzed, respectively. Due to the centralized responses and coordination of prevention and control in China, the messages from COVID-19 disposal organizations (e.g., municipal steering group and provincial CDC) account for more than 70% among four cities.
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Affiliation(s)
- Zhiyuan Yu
- School of Journalism and Communication, Shandong University, Jinan 250100, China; (Z.Y.); (Y.L.); (H.H.); (Y.L.)
| | - Yanghongyun Liu
- School of Journalism and Communication, Shandong University, Jinan 250100, China; (Z.Y.); (Y.L.); (H.H.); (Y.L.)
| | - Yongan Yu
- School of Physical Education, Shandong University, Jinan 250061, China
| | - Hongju Han
- School of Journalism and Communication, Shandong University, Jinan 250100, China; (Z.Y.); (Y.L.); (H.H.); (Y.L.)
| | - Yalin Li
- School of Journalism and Communication, Shandong University, Jinan 250100, China; (Z.Y.); (Y.L.); (H.H.); (Y.L.)
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13
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Atta S, Omar M, Kaleem SZ, Waxman EL. The Use of Mobile Messaging for Telecommunications with Patients in Ophthalmology: A Systematic Review. Telemed J E Health 2021; 28:125-137. [PMID: 33794125 DOI: 10.1089/tmj.2020.0568] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Background: Communication and concordance between patients and providers are crucial for improved outcomes and disease prevention. Mobile health strategies have been shown to improve patient accessibility and convenience. Mobile messaging is one strategy that has demonstrated varying degrees of effectiveness in patient care. The aim of this review is to investigate methods, outcomes, and conclusions of studies that have assessed mobile messaging interventions in ophthalmology. Methods: A qualitative systematic review of PubMed, Scopus, Web of Science, and Embase databases was conducted to identify studies that investigated the implementation and efficacy of mobile messaging services in ophthalmology practice. Included articles were categorized based on study content: appointment attendance, patient preference and willingness, education, concordance, and other clinical outcomes. Three tools were used to assess for potential bias. Results: Out of a total of 3,655 unique titles retrieved, 15 articles were included in the final qualitative synthesis after abstract and full-text screening. Included studies were published between 2008 and 2020 from seven different countries and across various contexts. All but one study found that the use of mobile messaging in ophthalmology care led to improved process measures or patient outcomes. Evidence for a positive effect was the strongest for appointment follow-up. Survey and feedback data suggest that patients, more so younger patients, are open to mobile message interventions. Conclusion: Mobile messaging interventions can play a role in improving appointment attendance, patient education, and patient practices for ophthalmology patients. Further study is necessary to determine the effectiveness of this tool across various groups and settings.
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Affiliation(s)
- Sarah Atta
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Mahmoud Omar
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Syed Z Kaleem
- Drexel University College of Medicine, Philadelphia, Pennsylvania, USA
| | - Evan L Waxman
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
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14
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Lai THT, Lee M, Au AKH, Tang HHY, Tang EWH, Li KKW. The use of short message service (SMS) to reduce outpatient attendance in ophthalmic clinics during the coronavirus pandemic. Int Ophthalmol 2020; 41:613-620. [PMID: 33078227 PMCID: PMC7571301 DOI: 10.1007/s10792-020-01616-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Accepted: 10/02/2020] [Indexed: 11/30/2022]
Abstract
Purpose In order to minimize the risk of transmission of coronavirus disease 2019 (COVID-19), many clinic appointments were postponed to lower patient attendance. Actively calling patients to postpone appointments is a labour-intensive process. We were the first ophthalmic clinics in Hong Kong to use short message service (SMS) to dispatch messages simultaneously to a large number of patients to offer postponement of appointments. The aim of this study is to evaluate whether SMS is an effective method to reduce outpatient attendance during the COVID-19 pandemic. Methods This is an observational study reviewing data on SMS messages sent to all patients attending ophthalmology clinics of a tertiary eye centre in Hong Kong. All SMS were sent at least 5 days before the scheduled appointments. The text message included an enquiry hotline for postponement of appointments and offered drug refill. The study included data from February to April 2020. Two hundred patients were invited to take part in a questionnaire on satisfaction level and reason(s) for appointment rescheduling. Results During the study period, a total of 17,028 SMS were sent. The overall response rate was 23.6%. 14.3% postponed their appointments. This led to an overall 13.9% reduction of clinic attendance. The overall satisfaction was high (96%). The main reason for postponing appointment was worries about infection risk (93.1%). Conclusion SMS was an efficient and cost-effective flow-control method which was well accepted by patients and can reduce outpatient attendance. The time saved can potentially allow healthcare workers to conduct other infection control measures during the COVID-19 pandemic.
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Affiliation(s)
- Tracy H T Lai
- Department of Ophthalmology, United Christian Hospital, 130 Hip Wo Street, Kwun Tong, Kowloon, Hong Kong SAR.,Department of Ophthalmology, Tseung Kwan O Hospital, 2 Po Ning Path, Tseung Kwan O, Hong Kong SAR
| | - Monica Lee
- Department of Ophthalmology, United Christian Hospital, 130 Hip Wo Street, Kwun Tong, Kowloon, Hong Kong SAR.,Department of Ophthalmology, Tseung Kwan O Hospital, 2 Po Ning Path, Tseung Kwan O, Hong Kong SAR
| | - Alvin K H Au
- Department of Ophthalmology, United Christian Hospital, 130 Hip Wo Street, Kwun Tong, Kowloon, Hong Kong SAR.,Department of Ophthalmology, Tseung Kwan O Hospital, 2 Po Ning Path, Tseung Kwan O, Hong Kong SAR
| | - Heather H Y Tang
- Department of Ophthalmology, United Christian Hospital, 130 Hip Wo Street, Kwun Tong, Kowloon, Hong Kong SAR.,Department of Ophthalmology, Tseung Kwan O Hospital, 2 Po Ning Path, Tseung Kwan O, Hong Kong SAR
| | - Emily W H Tang
- Department of Ophthalmology, United Christian Hospital, 130 Hip Wo Street, Kwun Tong, Kowloon, Hong Kong SAR.,Department of Ophthalmology, Tseung Kwan O Hospital, 2 Po Ning Path, Tseung Kwan O, Hong Kong SAR
| | - Kenneth K W Li
- Department of Ophthalmology, United Christian Hospital, 130 Hip Wo Street, Kwun Tong, Kowloon, Hong Kong SAR. .,Department of Ophthalmology, Tseung Kwan O Hospital, 2 Po Ning Path, Tseung Kwan O, Hong Kong SAR.
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15
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Cheng C, Beauchamp A, Elsworth GR, Osborne RH. Applying the Electronic Health Literacy Lens: Systematic Review of Electronic Health Interventions Targeted at Socially Disadvantaged Groups. J Med Internet Res 2020; 22:e18476. [PMID: 32788144 PMCID: PMC7453328 DOI: 10.2196/18476] [Citation(s) in RCA: 87] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 04/30/2020] [Accepted: 06/03/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Electronic health (eHealth) has the potential to improve health outcomes. However, eHealth systems need to match the eHealth literacy needs of users to be equitably adopted. Socially disadvantaged groups have lower access and skills to use technologies and are at risk of being digitally marginalized, leading to the potential widening of health disparities. OBJECTIVE This systematic review aims to explore the role of eHealth literacy and user involvement in developing eHealth interventions targeted at socially disadvantaged groups. METHODS A systematic search was conducted across 10 databases for eHealth interventions targeted at older adults, ethnic minority groups, low-income groups, low-literacy groups, and rural communities. The eHealth Literacy Framework was used to examine the eHealth literacy components of reviewed interventions. The results were analyzed using narrative synthesis. RESULTS A total of 51 studies reporting on the results of 48 interventions were evaluated. Most studies were targeted at older adults and ethnic minorities, with only 2 studies focusing on low-literacy groups. eHealth literacy was not considered in the development of any of the studies, and no eHealth literacy assessment was conducted. User involvement in designing interventions was limited, and eHealth intervention developmental frameworks were rarely used. Strategies to assist users in engaging with technical systems were seldom included in the interventions, and accessibility features were limited. The results of the included studies also provided inconclusive evidence on the effectiveness of eHealth interventions. CONCLUSIONS The findings highlight that eHealth literacy is generally overlooked in developing eHealth interventions targeted at socially disadvantaged groups, whereas evidence about the effectiveness of such interventions is limited. To ensure equal access and inclusiveness in the age of eHealth, eHealth literacy of disadvantaged groups needs to be addressed to help avoid a digital divide. This will assist the realization of recent technological advancements and, importantly, improve health equity.
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Affiliation(s)
- Christina Cheng
- Centre for Global Health and Equity, Faculty of Health, Arts and Design, Swinburne University of Technology, Hawthorn, Australia.,Deakin University, School of Health and Social Development, Faculty of Health, Burwood, Australia
| | - Alison Beauchamp
- Department of Rural Health, Monash University, Melbourne, Australia.,Department of Medicine - Western Health, The University of Melbourne, Melbourne, Australia.,Australian Institute for Musculoskeletal Science, Sunshine Hospital, St Albans, Australia
| | - Gerald R Elsworth
- Centre for Global Health and Equity, Faculty of Health, Arts and Design, Swinburne University of Technology, Hawthorn, Australia
| | - Richard H Osborne
- Centre for Global Health and Equity, Faculty of Health, Arts and Design, Swinburne University of Technology, Hawthorn, Australia
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16
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Chen T, Jin L, Zhu W, Wang C, Zhang G, Wang X, Wang J, Yang K, Cochrane GM, Lamoureux EL, Friedman DS, Gilbert S, Lansingh VC, Resnikoff S, Zhao J, Xiao B, He M, Congdon N. Knowledge, attitudes and eye health-seeking behaviours in a population-based sample of people with diabetes in rural China. Br J Ophthalmol 2020; 105:806-811. [PMID: 32737033 DOI: 10.1136/bjophthalmol-2020-316105] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Revised: 05/05/2020] [Accepted: 06/12/2020] [Indexed: 12/23/2022]
Abstract
AIMS To assess knowledge of diabetes and acceptance of eye care among people with diabetes in rural China, to improve service uptake. METHODS Population-based study of people in Guangdong, China, with glycosylated haemoglobin A1c≥6.5% and/or known history of diabetes. Between August and November 2014, participants answered a questionnaire (based on Delphi process/previous focus groups) on medical history, demographic characteristics, self-rated health and vision, knowledge about diabetes and diabetic retinopathy, quality of local healthcare, barriers to treatment, likely acceptance of eye exams and treatment, and interventions rated most likely to improve service uptake. Presenting visual acuity was assessed, fundus photography performed and images graded by trained graders. Potential predictors of accepting care were evaluated and confounders adjusted for using logistic regression. RESULTS A total of 562 people (9.6% (256/5825), mean age 66.2±9.84 years, 207 (36.8%) men) had diabetes, 118 (22.3%) previously diagnosed. 'Very likely' or 'likely' acceptance of laser treatment (140/530=26.4%) was lower than for eye exams (317/530=59.8%, p<0.001). Predictors of accepting both exams and laser included younger age (p<.001) and prior awareness of diabetes diagnosis (p=0.004 and p=0.035, respectively). The leading barrier to receiving diabetes treatment was unawareness of diagnosis (409/454, 97.2%), while interventions rated most likely to improve acceptance of eye exams included reimbursement of travel costs (387/562, 73.0%), video or other health education (359/562, 67.7%) and phone call reminders (346/562, 65.3%). CONCLUSIONS Improving diagnosis of diabetes, along with incentives, education and communication strategies, is most likely to enhance poor acceptance of diabetic eye care in this setting.
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Affiliation(s)
- Tingting Chen
- The Ophthalmology Department, Sun Yat-sen University First Affiliated Hospital, Guangzhou, China.,State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Ling Jin
- State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Wenhui Zhu
- The Ophthalmology Department, Sun Yat-sen University First Affiliated Hospital, Guangzhou, China.,State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Congyao Wang
- The Ophthalmology Department, Sun Yat-sen University First Affiliated Hospital, Guangzhou, China.,State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Guoshan Zhang
- State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Xiuqin Wang
- State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Jun Wang
- State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Ke Yang
- State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Gillian M Cochrane
- Faculty of Health, School of Medicine (Optometry), Deakin University, Burwood, Australia
| | - Ecosse Luc Lamoureux
- Health Services Research Unit, Singapore Eye Research Institute, Singapore, Singapore
| | - David S Friedman
- Glaucoma Center of Excellence, Massachusetts Eye and Ear Infirmary, Boston, Massachusetts, USA
| | - Suzanne Gilbert
- Innovation & Sight Programs, Seva Foundation, Berkeley, California, USA
| | | | | | - Jialiang Zhao
- Chinese Academy of Medical Sciences, Peking Union Medical College Hospital, Dongcheng-qu,China
| | - Baixiang Xiao
- State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China
| | - Mingguang He
- State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China.,Centre for Eye Research Australia; Ophthalmology, Department of Surgery, University of Melbourne, Melbourne, Australia
| | - Nathan Congdon
- State Key Laboratory of Ophthalmology, Sun Yat-Sen University Zhongshan Ophthalmic Center, Guangzhou, China .,Centre for Public Health, Queen's University Belfast, Belfast, UK
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17
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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: 4.3] [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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18
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Rinaldi G, Hijazi A, Haghparast-Bidgoli H. Cost and cost-effectiveness of mHealth interventions for the prevention and control of type 2 diabetes mellitus: A systematic review. Diabetes Res Clin Pract 2020; 162:108084. [PMID: 32061819 DOI: 10.1016/j.diabres.2020.108084] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2019] [Revised: 01/27/2020] [Accepted: 02/12/2020] [Indexed: 12/19/2022]
Abstract
The prevalence of type 2 diabetes mellitus continues to rise and simultaneously technology has contributed to the growth of MHealth interventions for its prevention, monitoring and management. This systematic review aimed to summarize and evaluate the quality of the published evidence on cost and cost-effectiveness of mHealth interventions for T2DM. A systematic literature search of PubMed, EMBASE, and Web of Science was conducted for papers up to end of April 2019. We included all partial or full economic evaluations providing cost or cost-effectiveness results for mHealth interventions targeting individuals diagnosed with, or at risk of, type 2 diabetes mellitus. Twenty-three studies met the inclusion criteria. Intervention cost varied substantially based on the type and numbers or combination of technologies used, ranging from 1.8 INT $ to 10101.1 INT $ per patient per year. The studies which presented cost effectiveness results demonstrated highly cost-effective interventions, with cost per QALY gained ranging from 0.4 to 62.5 percent of GDP per capita of the country. The quality of partial economic evaluations was on average lower than that of full economic evaluations. Cost of mHealth interventions varied substantially based on type and combination of technology used, however, where cost-effectiveness results were reported, the intervention was cost-effective. PROSPERO registration number: CRD42019123476; Registered: 27/01/2019.
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Affiliation(s)
- Giulia Rinaldi
- Guy's & St Thomas' NHS Trust, Westminster Bridge Road, London SE1 7EH, UK.
| | - Alexa Hijazi
- Institute for Global Health, University College London, 30 Guilford Street, WC1N 1EH London, UK
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19
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Causes and Clinical Impact of Loss to Follow-Up in Patients with Proliferative Diabetic Retinopathy. J Ophthalmol 2020; 2020:7691724. [PMID: 32089871 PMCID: PMC7031713 DOI: 10.1155/2020/7691724] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2019] [Revised: 01/10/2020] [Accepted: 01/16/2020] [Indexed: 11/21/2022] Open
Abstract
Purpose This study determined the clinical impact and causes of loss to follow-up (LTFU) from the patients' perspective in individuals with proliferative diabetic retinopathy (PDR) who received panretinal photocoagulation (PRP) and/or intravitreal injections (IVIs) of antivascular endothelial growth factor (VEGF). Methods This prospective cohort study included 467 patients with PDR who received PRP and/or IVIs of anti-VEGF between May 2013 and June 2018. LTFU was defined as missing any follow-up visit for any interval exceeding 6 months, provided that patients eventually resumed care. Main outcome measures include rates and causes of LTFU. Results A total of 391 patients (83.7%) were followed up, and 76 patients (16.3%) were LTFU over the study period. Rates of LTFU decreased with age (P=0.005). Questionnaire analysis conducted for patients' LTFU showed a significant positive correlation between best corrected visual activity (BCVA) loss and patient's lack of trust and satisfaction with treatment (rs = 0.458, P=0.005). Questionnaire analysis conducted for patients' LTFU showed a significant positive correlation between best corrected visual activity (BCVA) loss and patient's lack of trust and satisfaction with treatment (rs = 0.458, P=0.005). Questionnaire analysis conducted for patients' LTFU showed a significant positive correlation between best corrected visual activity (BCVA) loss and patient's lack of trust and satisfaction with treatment (rs = 0.458, P=0.005). Questionnaire analysis conducted for patients' LTFU showed a significant positive correlation between best corrected visual activity (BCVA) loss and patient's lack of trust and satisfaction with treatment (rs = 0.458, Conclusions LTFU threatens vision in PDR patients receiving PRP and/or IVIs of anti-VEGF. Possibly, patient-specific LTFU causes should be addressed before treatment in order to minimize the risk of LTFU. The clinical trial is registered with NCT04018326 (trial registration: ClinicalTrials.gov Identifier: NCT04018326, 10th of July 2019 “Retrospectively registered”).
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Yang X, Kovarik CL. A systematic review of mobile health interventions in China: Identifying gaps in care. J Telemed Telecare 2019; 27:3-22. [PMID: 31319759 DOI: 10.1177/1357633x19856746] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
INTRODUCTION Mobile health has a promising future in the healthcare system in most developed countries. China's rapidly developing mobile technology infrastructure offers an unprecedented opportunity for wide adoption of mobile health interventions in the delivery of effective and timely healthcare services. However, there is little data on the current extent of the mobile health landscape in China. The aim of this study was to systematically review the existing mobile health initiatives in China, characterise the technology used, disease categories targeted, location of the end user (urban versus rural), and examine the potential effects of mobile health on health system strengthening in China. Furthermore, we identified gaps in development and evaluation of the effectiveness of mobile health interventions. METHODS A systematic review of the literature published from 18 December 2015 - 3 April 2019 was conducted and yielded 2863 articles from English and Chinese retrieval database and trial registries, including PubMed, EMBASE, China National Knowledge of Infrastructure and World Health Organization International Clinical Trials Registry Platform. Studies were included if they used mobile health to support patient healthcare outcomes. RESULTS A total of 1129 full-text articles were assessed and 338 were included in this study. The review found that most studies targeted client education and behaviour change via applications (apps) (65.4%), including WeChat, and text messaging (short text messages) (19.8%) to improve patient medical treatment outcomes such as compliance and appointment reminders. The most common disease-specific mobile health interventions focused primarily on chronic disease management and behaviour change in cardiology (13.3%), endocrinology/diabetes (12.1%), behavioural health (11.8%), oncology (11.2%) and neurology (6.8%). The mobile health interventions related to nutrition (0.6%) and chronic respiratory diseases (1.6%) are underrepresented in mobile health in comparison to the burden of disease in China. The majority (90.0%) of the mobile health interventions were conducted exclusively in urban areas, with few opportunities reaching rural populations. CONCLUSIONS Overall, mobile health has a promising future in China, with recent rapid growth in initiatives. The majority are focused on education and behaviour change in the realm of chronic diseases and target patients in urban areas. The imbalance in mobile health between the urban and rural areas, as well as between population disease spectrum and health service delivery, pose substantial dilemmas. However, mobile health may be redirected to correct this imbalance, possibly improving access to healthcare services, and filling the gaps in order to improve health equity for the underserved populations in China.
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Affiliation(s)
- Xiaoshi Yang
- Department of Social Medicine, China Medical University, P.R. China.,Department of Dermatology, Perelman School of Medicine, University of Pennsylvania, USA
| | - Carrie L Kovarik
- Department of Dermatology, Perelman School of Medicine, University of Pennsylvania, USA
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