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Williams AM, Liang HW, Lin HHS. Loss to follow-up and risk of incident blindness among patients with glaucoma in the IRIS® Registry (Intelligent Research in Sight). Ophthalmol Glaucoma 2025:S2589-4196(25)00104-8. [PMID: 40348057 DOI: 10.1016/j.ogla.2025.05.001] [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: 12/10/2024] [Revised: 03/26/2025] [Accepted: 05/02/2025] [Indexed: 05/14/2025]
Abstract
PURPOSE To assess the association between loss to follow-up (LTFU) and risk of incident blindness among a national registry cohort of patients with primary open-angle glaucoma (POAG). DESIGN Retrospective longitudinal cohort study. PARTICIPANTS Patients with a POAG diagnosis who had at least two visual acuity (VA) measures documented in the IRIS Registry (Intelligent Research in Sight) in both 2014 and 2019. METHODS LTFU was defined as a calendar year or more without an encounter. Univariable and multivariable robust log-Poisson regression models were used to estimate the relative risk (RR) and 95% confidence interval (CIs) of incident blindness associated with intervals of LTFU as the primary exposure of interest. Effect modification by baseline characteristics on the association between LTFU and incident blindness was also assessed. MAIN OUTCOME MEASURES Incident blindness in one or both eyes (VA ≤20/200) in 2019 among patients who were not blind in 2014. RESULTS Among 149,172 patients, incident monocular blindness occurred in 6,338 (4.2%) and incident binocular blindness occurred in 691 (0.5%) over the 6-year period. While most patients maintained follow up every year (90%), 8.8% were LTFU for 1-2 years, and 1.1% were LTFU for 3-4 years. Patients with LTFU had greater risk of blindness. In an adjusted model that accounted for age, sex, race and ethnicity, insurance, smoking status, glaucoma severity, baseline intraocular pressure, baseline cup-to-disc ratio, and history of glaucoma surgery, risk of incident monocular blindness was greater among patients with a lapse of 1-2 years (adjusted RR [aRR]=1.19, 95% CI: 1.05-1.35) or a lapse of 3-4 years (aRR=2.17, 95% CI: 1.66-2.78) compared to patients with no lapse in care. Race and ethnicity demonstrated a significant effect modification in the association between the longest lapse between encounters and the risk of blindness (P=0.02). The risk of incident blindness after a lapse of 3-4 years (compared to no lapse) was higher among Black patients (aRR=3.12, 95% CI: 2.06-4.76) than among White patients (aRR=1.93, 95% CI: 1.37-2.73). No effect modifications were identified by other baseline variables. CONCLUSIONS LTFU is an independent risk factor for incident blindness among patients with POAG. Lapses in care are particularly consequential for Black patients. Efforts to reduce LTFU may mitigate preventable glaucoma blindness.
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Affiliation(s)
- Andrew M Williams
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
| | - Hai-Wei Liang
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Hsing-Hua Sylvia Lin
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
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Yip JY, Geckeler KC, Barton KM, Roh S, Ramsey DJ. Impact of a Patient Portal-Based Telehealth Outreach Program on Recall of Patients with Diabetic Retinopathy. Telemed J E Health 2025; 31:459-467. [PMID: 39831324 DOI: 10.1089/tmj.2024.0454] [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: 01/22/2025] Open
Abstract
Purpose: To evaluate the effectiveness of a patient portal telehealth outreach program to return patients with diabetic retinopathy (DR) lost to follow-up (LTFU) for eye care. Methods: Patients with DR receiving intravitreal injection (IVI) therapy who were >90 days beyond recommended return were deemed LTFU. Outreach messages were sent via a patient portal, when available, or through the U.S. mail. Patients received information on how to schedule a retinal examination and a symptom-screening questionnaire. The adherence rate to scheduled appointments was assessed 90 days postintervention. Labor costs were estimated based on communication time. Results: Among 359 patients with DR receiving IVIs, 22% were LTFU, overdue by a median of 362 days. Receiving fewer IVIs was the factor most strongly associated with becoming LTFU (8.9 ± 9.1 injections vs. 22 ± 20 injections, p < 0.001). The outreach program engaged 39 patients via the patient portal and 28 patients via the U.S. mail. A similar number of patients in each cohort was scheduled (13% vs. 14%, p = 0.862) and completed appointments (10% vs. 14%, p = 0.616). Whereas patient-portal messages took an average of 64 s to send at a labor cost of $0.35/message, each letter sent by mail took approximately 5 min to prepare at a total cost of $2.19. Conclusions: A patient portal-based telehealth outreach program is effective at returning patients with DR to eye care and can be implemented at a lower cost, compared with conventional mailed recall letters. Efforts are needed to increase digital health literacy and access to improve the efficiency of health care delivery.
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Affiliation(s)
- Justin Y Yip
- Division of Ophthalmology, Department of Surgery, UMass Chan-Lahey School of Medicine, Burlington, Massachusetts, USA
- Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts, USA
| | - Keara C Geckeler
- Division of Ophthalmology, Department of Surgery, UMass Chan-Lahey School of Medicine, Burlington, Massachusetts, USA
- Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts, USA
| | - Kailynn M Barton
- Division of Ophthalmology, Department of Surgery, UMass Chan-Lahey School of Medicine, Burlington, Massachusetts, USA
- Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts, USA
| | - Shiyoung Roh
- Division of Ophthalmology, Department of Surgery, UMass Chan-Lahey School of Medicine, Burlington, Massachusetts, USA
- Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts, USA
| | - David J Ramsey
- Division of Ophthalmology, Department of Surgery, UMass Chan-Lahey School of Medicine, Burlington, Massachusetts, USA
- Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts, USA
- Department of Graduate Studies, New England College of Optometry, Boston, Massachusetts, USA
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Usta G, Ramsey DJ. Low Vision Services Are Underutilized by Patients with Vision Loss from Corneal Disease. Cornea 2025:00003226-990000000-00838. [PMID: 40068132 DOI: 10.1097/ico.0000000000003847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2024] [Accepted: 02/03/2025] [Indexed: 05/04/2025]
Abstract
PURPOSE This study evaluated the rate at which patients with visual impairment primarily from corneal disease were referred for low vision (LV) services and assessed the visual outcomes from completed evaluations. METHODS This 1-year retrospective, cross-sectional study included patients with corneal disease limiting best-corrected visual acuity (BCVA) to ≤ 20/40. Outcome measures included the change in BCVA achieved after distance refraction by a LV specialist. Incremental costs per quality-adjusted life years (QALY) gained were calculated upon the better-seeing eye, by using a willingness-to-pay threshold of USD 50,000/QALY. RESULTS Of 3230 patients, 143 (4.4%) had visual impairment from corneal disease. The median age of those patients was 80 years (IQR: 66-88 years) and 64.3% were male. Just over half were referred for LV evaluations (53.2%), and most completed appointments (96.1%). Patients more likely to be referred had better vision in their worse-seeing eye (0.961 logMAR vs. 1.451 logMAR, P = 0.002) and were more frequently diagnosed with corneal dystrophies, degenerations, or ectatic disease (51.3% vs. 26.9%, P = 0.003) compared with other corneal conditions, but they were less likely to have immunologic conditions (2.6% vs. 13.4%, P = 0.016). In total, two-thirds of patients achieved improved BCVA for their better-seeing eye, with 32% gaining ≥ 2 lines. This translated into an average gain of 0.04 QALYs/patient at a cost of USD 3128/QALY. The estimated net monetary benefit was USD 1923/LV evaluation completed. CONCLUSIONS Referring patients with corneal disease to LV services resulted in significant improvements in visual function at a reasonable cost.
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Affiliation(s)
- Güldeniz Usta
- Division of Ophthalmology, Department of Surgery, UMass Chan - Lahey School of Medicine, Burlington, MA
- Cerrahpasa Medical Faculty, Istanbul University, Istanbul, Turkey
| | - David J Ramsey
- Division of Ophthalmology, Department of Surgery, UMass Chan - Lahey School of Medicine, Burlington, MA
- Department of Ophthalmology, Tufts University School of Medicine, Boston, MA; and
- Department of Graduate Studies, New England College of Optometry, Boston, MA
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Hirosawa K, Inomata T, Nagino K, Sung J, Midorikawa-Inomata A, Inagaki K, Kobayashi H, Nakao S. Impact of coronavirus disease 2019 pandemic on the trends of care-seeking behavior for ocular diseases: a systematic review and meta-analysis. Sci Rep 2025; 15:7800. [PMID: 40050389 PMCID: PMC11885659 DOI: 10.1038/s41598-025-92279-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2024] [Accepted: 02/26/2025] [Indexed: 03/09/2025] Open
Abstract
We aimed to assess the clinical and epidemiological impacts of the coronavirus disease 2019 pandemic on the number of ophthalmology outpatient department (oOPD) visits. PubMed and EMBASE were searched for literature published between January 1, 2020, and December 5, 2022. The extracted data were pooled using a random-effects model. The primary outcome was the number of oOPD visits. Of the 335 screened articles, 21 and 16 were included in the qualitative and quantitative syntheses, respectively. Among the 16 studies included in the meta-analysis, 7 involving 4,204,209 individuals reported the number of oOPD visits during the pandemic. Compared with the number of pre-pandemic visits, the numbers of oOPD visits declined to 58.1% (95% confidence interval [CI], 0.378-0.784) and 29.8% (95% CI 0.130-0.465) during the pandemic and lockdown, respectively. The proportions of female patient visits decreased from 50.9 to 47.8% and from 48.3 to 42.3% during the pandemic and lockdown, respectively. The proportions of adult visits increased from 86.3 to 89.6% and decreased from 90.6 to 80.1% during the pandemic and lockdown, respectively. The decrease in oOPD visits during the pandemic may have caused delays in diagnosis and treatment, potentially exacerbating the existing ocular diseases.
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Affiliation(s)
- Kunihiko Hirosawa
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
| | - Takenori Inomata
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan.
- Department of Hospital Administration, Juntendo University Graduate School of Medicine, Tokyo, 113-0033, Japan.
- Department of Telemedicine and Mobile Health, Juntendo University Graduate School of Medicine, Tokyo, 113-0033, Japan.
- Data Science, Juntendo University Graduate School of Medicine, Tokyo, 113-0033, Japan.
| | - Ken Nagino
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
- Department of Hospital Administration, Juntendo University Graduate School of Medicine, Tokyo, 113-0033, Japan
- Department of Telemedicine and Mobile Health, Juntendo University Graduate School of Medicine, Tokyo, 113-0033, Japan
| | - Jaemyoung Sung
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
| | - Akie Midorikawa-Inomata
- Department of Hospital Administration, Juntendo University Graduate School of Medicine, Tokyo, 113-0033, Japan
- Department of Telemedicine and Mobile Health, Juntendo University Graduate School of Medicine, Tokyo, 113-0033, Japan
| | - Keiji Inagaki
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
- Inagaki Eye Clinic, Chiba, 279-0011, Japan
| | - Hiroyuki Kobayashi
- Department of Hospital Administration, Juntendo University Graduate School of Medicine, Tokyo, 113-0033, Japan
| | - Shintaro Nakao
- Department of Ophthalmology, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
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Rosen S, Cassidy J, Liang HW, Wasser LM, Huh D, Williams AM. Patient Characteristics Are Associated with Appointment "No-Show" at a Tertiary Academic Glaucoma Service: A Cross-Sectional Study. Biomed Hub 2025; 10:86-92. [PMID: 40308311 PMCID: PMC12043280 DOI: 10.1159/000545307] [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: 07/08/2024] [Accepted: 03/07/2025] [Indexed: 05/02/2025] Open
Abstract
Introduction Appointment "no-shows" (NS) are a significant issue for glaucoma patients, potentially leading to loss to follow-up, disease progression, and irreversible vision loss. This study investigates sociodemographic and clinical risk factors associated with NS at a tertiary academic eye center. Methods A retrospective review of 100 glaucoma patients at the University of Pittsburgh Medical Center (UPMC) Vision Institute over 1 year was conducted. Patients were categorized as NS if they missed any glaucoma service appointment and as never no-show (NNS) if no appointments were missed. Baseline demographic, medical, and ophthalmic data were collected. Socioeconomic disadvantage was measured using the area deprivation index (ADI) based on residential ZIP codes. Results Of 100 patients, 35 were classified as NS and 65 as NNS. NS patients had significantly higher ADI scores (79 vs. 65; p = 0.03) and were more frequently Black (54% [19/35] vs. 26% [17/65]; p = 0.01). Medical comorbidities were more common in NS patients (83% [29/35] vs. 48% [31/65]; p < 0.001), as were mental health diagnoses (34% [12/35] vs. 8% [5/65]; p < 0.001). Insurance type, glaucoma type, intraocular pressure, and visual acuity were not significantly different between groups. Conclusion Higher socioeconomic disadvantage, Black race, medical comorbidities, and mental health diagnoses were associated with appointment NS among glaucoma patients. These findings highlight the need for targeted interventions to address these risk factors, improve follow-up adherence, and reduce the risk of disease progression.
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Affiliation(s)
- Samantha Rosen
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Julie Cassidy
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Hai-Wei Liang
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Lauren M Wasser
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Doowon Huh
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Andrew M Williams
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
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Ramachandran R, Hicks PM, Lu MC, Niziol LM, Woodward MA, Elam AR, Johnson L, Kershaw M, Musch DC, Bicket A, John D, Killeen OJ, Newman-Casey PA. Neighborhood Poverty and Clinic Attendance in the Michigan Screening and Intervention for Glaucoma and Eye Health Through Telemedicine Program. J Glaucoma 2025; 34:30-38. [PMID: 38995125 PMCID: PMC11634665 DOI: 10.1097/ijg.0000000000002463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Accepted: 07/04/2024] [Indexed: 07/13/2024]
Abstract
PRCIS Higher neighborhood-level poverty is associated with greater odds of missing a free eye disease screening appointment, underscoring the importance of community-based interventions to address upstream social determinants of health. PURPOSE To investigate the association between neighborhood-level characteristics and attendance for a free eye disease screening. METHODS The MI-SIGHT program is conducted in 2 community clinics in Southeastern Michigan. Participant-level demographics were extracted from electronic health records. Neighborhood-level characteristics, including Area Deprivation Index (ADI), median household income (HHI), percent of households with >30% rent burden, percent of households without vehicles, percent of households in subsidized housing, and energy burden, were obtained from the Wisconsin Neighborhood Atlas and the United States census. Logistic regression was used to model the probability of clinic visit attendance, which was the main outcome measure. RESULTS One thousand four hundred thirty-one participants were scheduled for screening appointments between July 2020 and November 2021, with a no-show rate of 23%. Individuals lived an average of 7.7 miles from each clinic (SD=8.1) and in neighborhoods with a mean ADI of 6.8 (SD=3.2, 1-10 scale, where 10 is the most deprived). After adjusting for age, sex, race, and ethnicity, participants from neighborhoods with higher deprivation were more likely to have missed clinic visits. For example, there was an 8% higher odds of missed clinic visits for every 1-point increase in ADI (odds ratio, OR=1.08, P =0.020) and an 18% higher odds of a missed visit with every 10% increase in households without a vehicle (OR=1.18, P =0.013). CONCLUSIONS Higher neighborhood-level poverty was associated with greater odds of missing a free eye disease screening appointment after adjusting for individual characteristics. Increased neighborhood-level resources are likely needed to bolster engagement in preventive eye care.
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Affiliation(s)
| | - Patrice M. Hicks
- Department of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, MI
| | - Ming-Chen Lu
- Department of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, MI
| | - Leslie M. Niziol
- Department of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, MI
| | - Maria A. Woodward
- Department of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
| | - Angela R. Elam
- Department of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
| | | | | | - David C. Musch
- Department of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
- Department of Epidemiology, University of Michigan, Ann Arbor, MI
| | - Amanda Bicket
- Department of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, MI
| | - Denise John
- Department of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, MI
| | | | - Paula Anne Newman-Casey
- Department of Ophthalmology and Visual Sciences, University of Michigan, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
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Ojalvo I, Mehran N, Sharpe J, Zhang Q, Myers JS, Razeghinejad R, Lee D, Kolomeyer NN. Weather Patterns, Patient, and Appointment Characteristics Associated with Cancellations and No-Shows in a Glaucoma Clinic. Ophthalmic Epidemiol 2024:1-10. [PMID: 39693515 DOI: 10.1080/09286586.2024.2442367] [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: 06/04/2024] [Revised: 11/20/2024] [Accepted: 12/11/2024] [Indexed: 12/20/2024]
Abstract
PURPOSE To identify factors that are associated with no-shows and cancellations in a glaucoma clinic. METHODS Retrospective observational study of patients seen at a glaucoma clinic over a two-year period (6/2017-5/2019). Demographics and clinic information were recorded from the electronic medical record. A total of 36,810 visits from 7,383 patients were studied. Weather data was collected from the National Centers for Environmental Information. Distance analysis was calculated utilizing Bing Maps application programming interface (API) on Microsoft Excel. Visits were divided into three groups based on appointment status: kept, cancelled, and no-show. RESULTS Bivariate analysis found a statistically significant difference in various factors amongst patients based on appointment status. Patients <15 miles from clinic had a higher rate of no-show, but a lower rate of cancellations compared to those farther (p < 0.0001) Using multivariable logistic regression, the following factors were associated with the likelihood of patient cancellation: average snowfall (Odds Ratio = 1.37); presence of storm event (OR = 1.12), new visit (OR = 1.82), follow-up appointments (OR = 1.90), and travel distance > 15 miles (OR = 1.11). The following factors were associated with patient no-show: resident clinic (OR = 1.79), new visit (OR = 2.24), follow-up appointments (OR = 2.18), age (OR = 0.99), average snowfall (OR = 1.27), presence of storm event (OR = 1.41), average windspeed (OR = 0.98), and travel distance > 15 miles (OR = 0.67). CONCLUSION Patient age, gender, travel distance, appointment type, and weather were all significantly associated with rates of patient cancellations and no-shows. These risk factors could lead to interventions to improve appointment adherence and patient retention. Weather is an under-analyzed factor in patient follow-up rates that warrants further investigation.
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Affiliation(s)
- Israel Ojalvo
- Glaucoma Service, Wills Eye Hospital, Philadelphia, Pennsylvania, USA
- Ophthalmology, SUNY Downstate Medical Center, Brooklyn, New York, USA
| | - Nikki Mehran
- Glaucoma Service, Wills Eye Hospital, Philadelphia, Pennsylvania, USA
- Department of Radiology, Mount Sinai West Medical Center, New York, USA
| | - James Sharpe
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
- Vickie and Jack Farber Vision Research Center, Wills Eye Hospital, Philadelphia, Pennsylvania, USA
| | - Qiang Zhang
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
- Vickie and Jack Farber Vision Research Center, Wills Eye Hospital, Philadelphia, Pennsylvania, USA
| | - Jonathan S Myers
- Glaucoma Service, Wills Eye Hospital, Philadelphia, Pennsylvania, USA
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Reza Razeghinejad
- Glaucoma Service, Wills Eye Hospital, Philadelphia, Pennsylvania, USA
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Daniel Lee
- Glaucoma Service, Wills Eye Hospital, Philadelphia, Pennsylvania, USA
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Natasha Nayak Kolomeyer
- Glaucoma Service, Wills Eye Hospital, Philadelphia, Pennsylvania, USA
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
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8
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Wasser LM, Cassidy J, Lin HHS, Williams AM. Factors Associated with Nonreturn after Loss to Follow-Up from Glaucoma Care: An IRIS® Registry Retrospective Analysis. Ophthalmol Glaucoma 2024; 7:572-579. [PMID: 39038740 PMCID: PMC11585456 DOI: 10.1016/j.ogla.2024.07.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 06/07/2024] [Accepted: 07/15/2024] [Indexed: 07/24/2024]
Abstract
PURPOSE Loss to follow-up (LTFU) in primary open-angle glaucoma (POAG) can lead to undertreatment, disease progression, and irreversible vision loss. Patients who become LTFU either eventually re-establish glaucoma care after a lapse or never return to the clinic. The purpose of this study is to examine a large population of patients with POAG who became LTFU to determine the proportion that return to care and to identify demographic and clinical factors associated with nonreturn after LTFU. DESIGN Retrospective longitudinal cohort study. PARTICIPANTS Patients with a diagnosis of POAG with a clinical encounter in 2014 in the IRIS® Registry (Intelligent Research in Sight). METHODS We examined follow-up patterns for 553 663 patients with POAG who had an encounter in the IRIS Registry in 2014 by following their documented clinic visits through 2019. LTFU was defined as exceeding 1 calendar year without an encounter. Within the LTFU group, patients were classified as returning after a lapse in care (return after LTFU) or not (nonreturn after LTFU). MAIN OUTCOME MEASURES Proportion of patients with nonreturn after LTFU and baseline demographic and clinical characteristics associated with nonreturn among LTFU patients with POAG. RESULTS Among 553 663 patients with POAG, 277 019 (50%) had at least 1 episode of LTFU over the 6-year study period. Within the LTFU group, 33% (92 471) returned to care and 67% (184 548) did not return to care. Compared to those who returned to care, LTFU patients with nonreturn were more likely to be older (age >80 years; relative risk [RR] = 1.48; 95% confidence interval [CI]: 1.47-1.50), to have unknown/missing insurance (RR = 1.31; 95% CI: 1.30-1.33), and to have severe-stage POAG (RR = 1.13; 95% CI: 1.11-1.15). Greater POAG severity and visual impairment were associated with nonreturn with a dose-dependent relationship in the adjusted model that accounted for demographic characteristics. Among those with return after LTFU, almost all returned within 2 years of last appointment (82 201; 89%) rather than 2 or more years later. CONCLUSIONS Half of patients with POAG in the IRIS Registry had at least 1 period of LTFU, and two thirds of LTFU patients with POAG did not return to care. More effort is warranted to re-engage the vulnerable patients with POAG who become LTFU. FINANCIAL DISCLOSURE(S) Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- Lauren M Wasser
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania; Department of Ophthalmology, Shaare Zedek Medical Center, Affiliated with the Hebrew University, Hadassah School of Medicine, Jerusalem, Israel
| | - Julie Cassidy
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Hsing-Hua Sylvia Lin
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Andrew M Williams
- Department of Ophthalmology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
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9
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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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10
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Munzar R, Roh S, Ramsey DJ. Factors associated with loss to follow-up in patients with advanced age-related macular degeneration: A telehealth recall initiative. Ophthalmic Physiol Opt 2024; 44:626-633. [PMID: 38425149 DOI: 10.1111/opo.13298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 11/19/2023] [Accepted: 02/14/2024] [Indexed: 03/02/2024]
Abstract
INTRODUCTION Patients with advanced age-related macular degeneration (AMD) frequently experience loss to follow-up (LTFU), heightening the risk of vision loss from treatment delays. This study aimed to identify factors contributing to LTFU in patients with advanced AMD and assess the effectiveness of telephone-based outreach in reconnecting them with eye care. METHODS A custom reporting tool identified patients with advanced AMD who had not returned for eye care between 31 October 2021 and 1 November 2022. Potentially LTFU patients were enrolled in a telephone outreach programme conducted by a telehealth extender to encourage their return for care. Linear regression analysis identified factors associated with being LTFU and likelihood of accepting care post-outreach. RESULTS Out of 1269 patients with advanced AMD, 105 (8.3%) did not return for recommended eye care. Patients LTFU were generally older (89.2 ± 8.9 years vs. 87.2 ± 8.5 years, p = 0.02) and lived farther from the clinic (25 ± 43 miles vs. 17 ± 30 miles, p = 0.009). They also had a higher rate of advanced dry AMD (26.7% vs. 18.5%, p = 0.04) and experienced worse vision in both their better-seeing (0.683 logMAR vs. 0.566 logMAR, p = 0.03) and worse-seeing (1.388 logMAR vs. 1.235 logMAR, p = 0.04) eyes. Outreach by a telehealth extender reached 62 patients (59%), 43 through family members or healthcare proxies. Half of the cases where a proxy was contacted revealed that the patient in question had died. Among those contacted directly, one third expressed willingness to resume eye care (20 patients), with 11 scheduling appointments (55%). Despite only two patients returning for in-person eye care through the intervention, the LTFU rate halved to 4.4% by accounting for those patients who no longer needed eye care at the practice. CONCLUSIONS There is a substantial risk that older patients with advanced AMD will become LTFU. Targeted telephone outreach can provide a pathway for vulnerable patients to return to care.
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Affiliation(s)
- Rachel Munzar
- Lahey Department of Surgery, Division of Ophthalmology, UMass Chan Medical School, University of Massachusetts, Burlington, Massachusetts, USA
- Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts, USA
| | - Shiyoung Roh
- Lahey Department of Surgery, Division of Ophthalmology, UMass Chan Medical School, University of Massachusetts, Burlington, Massachusetts, USA
- Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts, USA
| | - David J Ramsey
- Lahey Department of Surgery, Division of Ophthalmology, UMass Chan Medical School, University of Massachusetts, Burlington, Massachusetts, USA
- Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts, USA
- New England College of Optometry, Boston, Massachusetts, USA
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11
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Oltramari L, Mansberger SL, Souza JMP, de Souza LB, de Azevedo SFM, Abe RY. The association between glaucoma treatment adherence with disease progression and loss to follow-up. Sci Rep 2024; 14:2195. [PMID: 38273029 PMCID: PMC10810888 DOI: 10.1038/s41598-024-52800-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Accepted: 01/23/2024] [Indexed: 01/27/2024] Open
Abstract
Prospective cohort study from Brazil to evaluate glaucoma treatment adherence using a medication event monitoring system (MEMS) device and correlate with glaucoma progression and loss to follow-up (LTF) after one year of follow up. We included primary open glaucoma (POAG) patients treated with at least one ocular hypotensive eye drop. MEMS devices was used to monitor adherence for 60 days and evaluate the percentage of doses prescribed taken within the 60-day period. We classified patients according to rates of adherence: low adherence (less than 75% from MEMS measurements) and high adherence (more than 75% from MEMS measurements). We applied a questionnaire to investigated self-reported behavior towards treatment behaviors (glaucoma treatment compliance assessment tool, GTCAT). We also correlated rates of treatment adherence with clinical, demographical variables and the occurrence of glaucoma progression or LTF after one year of observation. We included 110 POAG patients and found that 28.18% of them were considered low adherent. We identify several variables associated with poor adherence such as glaucoma progression, LTF, younger age, low educational and income levels, absence of health insurance, years of disease and peak intraocular pressure. Several constructs from the self-reported GTCAT were also correlated with the rates of treatment adherence. To date, this is the first study in Latin America to evaluate glaucoma treatment adherence with MEMS devices and correlate adherence rates with glaucoma progression and LTF. We found a low-adherence rate of 28.18% and several additional risk factors were statistically associated with poor adherence.
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Affiliation(s)
| | | | | | | | | | - Ricardo Y Abe
- Hospital Oftalmológico de Brasília, Brasília, Brazil.
- Department of Ophthalmology, University of Campinas - UNICAMP, Campinas, Brazil.
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12
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Sharma A, Roh S, Ramsey DJ. Targeted Telephone-Based Outreach Reconnects Glaucoma Patients With Subspecialty Care. J Glaucoma 2024; 33:28-34. [PMID: 37327477 DOI: 10.1097/ijg.0000000000002256] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Accepted: 06/07/2023] [Indexed: 06/18/2023]
Abstract
PRCIS A personalized telephone-based intervention is a cost-effective method to return overdue patients with open angle glaucoma (OAG) to subspecialty care. Patients who accepted care overwhelmingly preferred in-person appointments with their provider instead of hybrid visits with telehealth. PURPOSE To evaluate the effectiveness of a telephone-based outreach strategy to reconnect OAG patients with subspeciality care. PATIENTS AND METHODS Established patients with OAG who were seen before March 1, 2021, but had not returned for care in the following year were contacted via a telephone-based intervention. Patients lost to follow-up (LTF) were offered the option of an in-person visit or a hybrid telehealth visit, which combined in-office testing of vision, intraocular pressure, and optic nerve imaging with a virtual consultation with their glaucoma specialist on a separate date. RESULTS Of 2727 patients with OAG, 351 (13%) had not returned for recommended care. Outbound calls reached 176 of those patients (50%). Nearly half of all patients contacted readily accepted care, with 71 scheduling in-person appointments (93%) and 5 selecting hybrid visits (6.6%). Medication refills were requested by 17 of those 76 patients, representing nearly a third of the 56 patients who were treated with topical glaucoma medications. Assessment of the program 90 days later found that 40 patients had returned for care, 100 patients had transferred or declined further care, and 40 patients were identified as deceased, lowering the LTF rate to 6.4%, with 15 patients still scheduled for future visits. On the basis of an average call duration of 2.8±2.0 minutes, the added cost of returning a patient with OAG to care by the program was $28.11. CONCLUSIONS Providing targeted outreach by telephone is an effective and cost-efficient strategy to reconnect OAG patients LTF with subspecialty care.
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Affiliation(s)
- Arjun Sharma
- Department of Ophthalmology, Tufts University School of Medicine, Boston, MA
- Division of Ophthalmology, Lahey Hospital & Medical Center, Peabody, MA
| | - Shiyoung Roh
- Department of Ophthalmology, Tufts University School of Medicine, Boston, MA
- Division of Ophthalmology, Lahey Hospital & Medical Center, Peabody, MA
| | - David J Ramsey
- Department of Ophthalmology, Tufts University School of Medicine, Boston, MA
- Division of Ophthalmology, Lahey Hospital & Medical Center, Peabody, MA
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13
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Huther A, Roh S, Ramsey DJ. Telehealth improves follow-up and monitoring of age-related macular degeneration during the COVID-19 pandemic. Int Ophthalmol 2023; 43:5031-5043. [PMID: 37921948 DOI: 10.1007/s10792-023-02906-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 09/28/2023] [Indexed: 11/05/2023]
Abstract
PURPOSE To prevent vision loss, it is important to monitor patients with age-related macular degeneration (AMD) for the development of choroidal neovascularization. The coronavirus disease 2019 (COVID-19) pandemic caused many patients to miss or delay visits. To offset those gaps in care, providers utilized telehealth (TH) to evaluate patients for symptoms of disease progression and provide health education on the importance of continuous monitoring. METHODS This study evaluates the impact of TH encounters on the rate of return for recommended in-person examinations for 1103 patients with non-neovascular (dry) AMD seen in an outpatient ophthalmology clinic in 2019 and due for return evaluation after the outbreak of COVID-19 in 2020. Logistic regression analysis was used to identify demographic, clinical, and sociomedical factors associated with TH utilization and in-person return. RESULTS 422 patients (38%) utilized TH during the study period. Patients who completed a TH encounter were more likely to return for an in-person examination as compared with those who did not receive TH (OR: 1.8, CI 95%: 1.4-2.3, P < 0.001). Completing a TH visit was associated with the detection of new wet AMD (OR: 3.3, 95% CI 1.04-10.6, P = 0.043), as well as with an earlier return for those patients who were found to have disease progression (62 ± 54 days vs. 100 ± 57 days, P = 0.049). CONCLUSION Completing a TH visit increased the rate at which patients with dry AMD returned for recommended in-person eye examinations. In many cases, this permitted the earlier detection of wet AMD, which is linked with achieving better outcomes.
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Affiliation(s)
- Alexander Huther
- Division of Ophthalmology, Department of Surgery, Lahey Hospital & Medical Center, 1 Essex Center Drive, Peabody, MA, 01960, USA
- Department of Ophthalmology, Tufts University School of Medicine, Boston, MA, 02111, USA
| | - Shiyoung Roh
- Division of Ophthalmology, Department of Surgery, Lahey Hospital & Medical Center, 1 Essex Center Drive, Peabody, MA, 01960, USA
- Department of Ophthalmology, Tufts University School of Medicine, Boston, MA, 02111, USA
| | - David J Ramsey
- Division of Ophthalmology, Department of Surgery, Lahey Hospital & Medical Center, 1 Essex Center Drive, Peabody, MA, 01960, USA.
- Department of Ophthalmology, Tufts University School of Medicine, Boston, MA, 02111, USA.
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14
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Hua C, Wu Y, Shi Y, Hu M, Xie R, Zhai G, Zhang XP. Steganography for medical record image. Comput Biol Med 2023; 165:107344. [PMID: 37603961 DOI: 10.1016/j.compbiomed.2023.107344] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 07/31/2023] [Accepted: 08/07/2023] [Indexed: 08/23/2023]
Abstract
Medical record images in EHR system are users' privacy and an asset, and there is an urgent need to protect this data. Image steganography can offer a potential solution. A steganographic model for medical record images is therefore developed based on StegaStamp. In contrast to natural images, medical record images are document images, which can be very vulnerable to image cropping attacks. Therefore, we use text region segmentation and watermark region localization to combat the image cropping attack. The distortion network has been designed to take into account the distortion that can occur during the transmission of medical record images, making the model robust against communication induced distortions. In addition, based on StegaStamp, we innovatively introduced FISM as part of the loss function to reduce the ripple texture in the steganographic image. The experimental results show that the designed distortion network and the FISM loss function term can be well suited for the steganographic task of medical record images from the perspective of decoding accuracy and image quality.
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Affiliation(s)
- Chunjun Hua
- Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, 500 Dongchuan Road, Shanghai 200241, China
| | - Yue Wu
- Ophthalmology Department, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, 639 Zhizaoju Road, Shanghai 200011, China
| | - Yiqiao Shi
- Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, 500 Dongchuan Road, Shanghai 200241, China.
| | - Menghan Hu
- Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, 500 Dongchuan Road, Shanghai 200241, China.
| | - Rong Xie
- Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200241, China.
| | - Guangtao Zhai
- Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200241, China.
| | - Xiao-Ping Zhang
- Department of Electrical, Computer and Biomedical Engineering, Ryerson University, 350 Victoria Street, Toronto M5B 2K3, Canada.
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15
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Cybulsky AV, Cercena L, Goodyer PR, Suri RS. Transition From Pediatric to Adult Nephrology Care: Program Report of a Single-Center Experience. Can J Kidney Health Dis 2023; 10:20543581231191836. [PMID: 37564323 PMCID: PMC10411281 DOI: 10.1177/20543581231191836] [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: 02/13/2023] [Accepted: 06/23/2023] [Indexed: 08/12/2023] Open
Abstract
Purpose of program Adolescents and young adults with chronic disease face many personal and systemic barriers that may impede their successful transition from pediatric to adult care, putting them at risk for treatment nonadherence, loss to follow-up, and poor health outcomes. Such barriers include impaired socioemotional functioning, overreliance on adult caregivers, lack of disease-specific knowledge, and poor coordination between pediatric and adult health care services. In 2007, we established a specialized youth to adult nephrology transition clinic at a tertiary care center to address these barriers and provide adolescents and young adults with renal disease followed at the affiliated children's hospital with a seamless transition to adult care. Sources of information The attending clinic nephrologist collected data prospectively for this quality improvement report. Methods The features of this specialized clinic included (1) single point of entry and single triage adult nephrologist, (2) ongoing follow-up with a single adult nephrologist who communicated with the pediatric nephrologists, and (3) a single specialized clinic nurse who provided disease-specific education and helped to ensure ongoing patient engagement and follow-up. Importantly, the transition patients were booked into regular appointment slots in the adult nephrologist's general clinic, which facilitated regular follow-up without additional resources. The salary of the transition clinic nurse was covered by an unrestricted grant. Patient visits were in-person, except between 2020 and 2021 when visits were by telephone due to the pandemic. Key findings A total of 213 patients were referred and assessed in the transition clinic from February 2007 until October 2022. Most referrals were from pediatric nephrologists. Among the patients, 29% had a hereditary kidney disease; in 71%, the disease was acquired. The most common disease was glomerulonephritis and ~30% of the patients suffered from a "rare" disease. Of the 213 patients, 123 (58%) continue to be followed up (mean follow-up: 4.8 years), 27 (13%) were transferred to other physicians, in part to accommodate treatment closer to patients' homes, and 29 (14%) without ongoing care needs were discharged. Only 33 (15%) were lost to follow-up. There were several advantages to the clinic, including the maintenance of accurate records, a process to minimize loss to follow-up, and a "critical mass" of patients with rare diseases, which facilitated development of special expertise in rare disease pathogenesis, diagnosis, treatment, and management of complications. Patients with glomerulonephritis demonstrated a stable serum creatinine over 3 to 15 years, and morbidity (as reflected by emergency room visits and hospitalizations) was low. Limitations Due to the relatively small numbers of patients in the disease categories, it was not possible to determine conclusively whether attendance of patients in the transition clinic reduced the rate of progression of kidney disease or morbidity. Implications A dedicated referral, triage, and follow-up process post-transition with only modest financial resources and personnel can result in accurate tracking of clinic data, as well as consistent and reliable follow-up and expert patient care.
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Affiliation(s)
- Andrey V. Cybulsky
- Department of Medicine, McGill University Health Centre Research Institute, McGill University, Montreal, QC, Canada
| | - Leonor Cercena
- Department of Medicine, McGill University Health Centre Research Institute, McGill University, Montreal, QC, Canada
| | - Paul R. Goodyer
- Department of Pediatrics, McGill University Health Centre Research Institute, McGill University, Montreal, QC, Canada
| | - Rita S. Suri
- Department of Medicine, McGill University Health Centre Research Institute, McGill University, Montreal, QC, Canada
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16
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Munzar R, Anaya JA, Lasalle C, Roh S, Ramsey DJ. Effectiveness and Financial Viability of Telehealth Physician Extenders for Re-Engagement of Patients with Diabetic Retinopathy. Telemed J E Health 2023; 29:1195-1202. [PMID: 36637801 DOI: 10.1089/tmj.2022.0334] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Purpose: To assess the effectiveness and financial implications of employing a telehealth physician extender program to re-engage patients with diabetic retinopathy (DR) who are lost to follow-up (LTF). Methods: Established patients with DR unevaluated in the prior 12 months were identified as LTF, and randomized to receive a recall intervention or standard operating procedure (SOP). For the intervention, a telehealth physician extender performed outbound calls, offering each patient a symptom screening questionnaire following a physician-directed escalation pathway and assistance in scheduling a return appointment. All patients retained the ability to schedule an appointment by means of SOP. Appointment schedule and adherence rates were assessed 30 days after a 6-week intervention period. Call times were digitally measured to estimate intervention labor cost. Results: Four hundred twenty-five of 2,514 established patients with DR were LTF (17%). One hundred fifty-seven patients were assigned to the intervention group; the remaining 268 formed the SOP group. Sixty-six outbound calls reached patients (42%). At the time of program assessment, the intervention group demonstrated a higher rate of appointment scheduling (31% vs. 14%, p < 0.001) and adherence (14% vs. 7%, p = 0.020). The measured call duration was 2.3 ± 1.9 min, yielding an estimated cost of US$4.70 per appointment scheduled. Conclusion: Re-engagement by a telehealth physician extender improves the rate at which patients with DR return for eye care, and can be done at a reasonable cost. This method of improving adherence with follow-up should be readily translatable to other health care settings.
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Affiliation(s)
- Rachel Munzar
- Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts, USA
- Department of Surgery, Division of Ophthalmology, Lahey Hospital & Medical Center, Burlington, Massachusetts, USA
| | - Joseph A Anaya
- Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts, USA
- Department of Surgery, Division of Ophthalmology, Lahey Hospital & Medical Center, Burlington, Massachusetts, USA
| | - Claudia Lasalle
- Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts, USA
| | - Shiyoung Roh
- Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts, USA
- Department of Surgery, Division of Ophthalmology, Lahey Hospital & Medical Center, Burlington, Massachusetts, USA
| | - David J Ramsey
- Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts, USA
- Department of Surgery, Division of Ophthalmology, Lahey Hospital & Medical Center, Burlington, Massachusetts, USA
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Tash R, Alshugaig R, Mahboob H, Raffa LH, Jamjoom H, Almarzouki N, Bawazeer A. Adherence to Follow-Up and the Related Factors of Paediatric Glaucoma at a Tertiary Care Centre in Western Saudi Arabia. Cureus 2023; 15:e44124. [PMID: 37750134 PMCID: PMC10518214 DOI: 10.7759/cureus.44124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/24/2023] [Indexed: 09/27/2023] Open
Abstract
INTRODUCTION Glaucoma is a main cause of blindness globally. In Saudi Arabia, congenital glaucoma is believed to affect 1 in every 2500 live births. In this study, we identified the adherence and evaluated the factors associated with non-compliance (non-adherence) to recommended follow-up appointments at King Abdulaziz University Hospital, a tertiary centre in Jeddah, Saudi Arabia. METHODS The medical records of paediatric patients diagnosed with glaucoma between 2009 and April 2022 were reviewed retrospectively. Demographic information, visit dates, scheduled follow-ups, and specific patients' glaucoma histories were all extracted from the records. Patients were categorized as adherent, non-adherent, or lost to tertiary follow-up (LTTF). RESULTS Of 91 patients, 52 (57.1%) were adherent, 20 (22%) were non-adherent, and 19 (20.9%) were LTTF. Most adherent patients were Saudi (59.3% adherent, 26.5% non-adherent, 14.2% LTTF) (P = 0.02). Adherent patients were far likelier to live further away from the ophthalmology clinic (P = 0.03). The frequency of clinical encounters was statistically significantly different between adherence statuses. The non-adherent group had a higher average number of prescribed ocular medications (P = 0.03). The adherent patients had more frequent visits with elevated intraocular pressure (P = 0.02). CONCLUSION A significantly high percentage of paediatric glaucoma patients were non-adherent to follow-up visits. When determining the non-compliance risk among paediatric glaucoma patients, physicians must consider the factors contributing to adherence status, which include nationality, distance to the ophthalmology clinic, and number of prescribed ocular medications.
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Affiliation(s)
- Rawan Tash
- Faculty of Medicine, King Abdulaziz University Faculty of Medicine, Jeddah, SAU
| | - Reema Alshugaig
- Faculty of Medicine, King Abdulaziz University Faculty of Medicine, Jeddah, SAU
| | - Heba Mahboob
- Faculty of Medicine, King Abdulaziz University Faculty of Medicine, Jeddah, SAU
| | - Lina H Raffa
- Ophthalmology, King Abdulaziz University Hospital, Jeddah, SAU
| | - Hanan Jamjoom
- Ophthalmology, King Abdulaziz University Hospital, Jeddah, SAU
| | | | - Ahmed Bawazeer
- Ophthalmology, King Abdulaziz University Hospital, Jeddah, SAU
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18
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Huther A, Roh S, Ramsey DJ. Factors That Affect Telehealth Utilization and In-Person Glaucoma Care During the COVID-19 Pandemic. Ophthalmol Glaucoma 2022; 5:681-683. [PMID: 35934250 PMCID: PMC9352410 DOI: 10.1016/j.ogla.2022.07.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Accepted: 07/18/2022] [Indexed: 10/31/2022]
Affiliation(s)
- Alexander Huther
- Department of Ophthalmology, Lahey Hospital & Medical Center, Peabody, Massachusetts; Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts
| | - Shiyoung Roh
- Department of Ophthalmology, Lahey Hospital & Medical Center, Peabody, Massachusetts; Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts
| | - David J Ramsey
- Department of Ophthalmology, Lahey Hospital & Medical Center, Peabody, Massachusetts; Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts.
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Sabharwal S, Kuo KH, Roh S, Ramsey DJ. An initiative to improve follow-up of patients with diabetic retinopathy. Ophthalmic Physiol Opt 2022; 42:965-972. [PMID: 35543137 DOI: 10.1111/opo.12998] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 04/21/2022] [Accepted: 04/22/2022] [Indexed: 12/01/2022]
Abstract
BACKGROUND This study describes the implementation of an electronic medical record (EMR)-based initiative aimed at identifying and reducing the number of patients with diabetic retinopathy (DR) lost to follow-up (LTF). METHOD Providers were enlisted to review the EMRs and re-engage patients with DR seen 1 year prior and who had not returned for care within the past 6 months. Binary logistic regression analysis was used to identify demographic, clinical and sociomedical factors associated with being LTF, as well as those predictive of re-engagement. RESULTS Out of 673 patients with DR, 78 (12%) were identified as LTF. Patients LTF were more likely to be younger (p = 0.001) and have poorly controlled haemoglobin A1c (HbA1c ≥ 8%, p = 0.04) and cholesterol (LDL ≥ 100 mg/dL, p < 0.001) levels. These patients were also more likely to have completed fewer ophthalmology appointments (p < 0.001), and less likely to have had retinal imaging within the last year (p < 0.001). Charts reviewed 1 month after the EMR-based initiative revealed that 22 patients (28%) had been successfully re-engaged by providers, while 56 patients (72%) remained LTF. History of prior treatment for DR was associated with re-engagement by providers (p = 0.04). One month following the provider-based intervention, the LTF rate dropped to 8.3%, and by 1 year only 3.6% of the patients remained LTF. CONCLUSIONS Electronic medical record-based tools can successfully identify DR patients as being LTF, offering an opportunity for providers to re-engage patients in a timely manner. Future studies are needed to determine the long-term impact of patient re-engagement on DR outcomes and efficiency of clinical practice.
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Affiliation(s)
- Sabhyta Sabharwal
- Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts, USA
- Division of Ophthalmology, Department of Surgery, Lahey Hospital & Medical Center, Peabody, Massachusetts, USA
| | - Kristen H Kuo
- Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts, USA
- Division of Ophthalmology, Department of Surgery, Lahey Hospital & Medical Center, Peabody, Massachusetts, USA
| | - Shiyoung Roh
- Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts, USA
- Division of Ophthalmology, Department of Surgery, Lahey Hospital & Medical Center, Peabody, Massachusetts, USA
| | - David J Ramsey
- Department of Ophthalmology, Tufts University School of Medicine, Boston, Massachusetts, USA
- Division of Ophthalmology, Department of Surgery, Lahey Hospital & Medical Center, Peabody, Massachusetts, USA
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20
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Ramsey DJ, Lasalle CC, Anjum S, Marx JL, Roh S. Telehealth Encourages Patients with Diabetes in Racial and Ethnic Minority Groups to Return for in-Person Ophthalmic Care During the COVID-19 Pandemic. Clin Ophthalmol 2022; 16:2157-2166. [PMID: 35814918 PMCID: PMC9268229 DOI: 10.2147/opth.s368972] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 06/09/2022] [Indexed: 11/23/2022] Open
Abstract
PURPOSE The COVID-19 pandemic had a disproportionate impact on patients from racial and/or ethnic minority groups, causing many to delay healthcare. This study evaluates the role telehealth visits played in helping patients with diabetes mellitus (DM) return for subsequent, in-person eye examinations after the outbreak of COVID-19. METHODS This retrospective, cross-sectional study analyzed 8147 patients with DM who had completed an outpatient ophthalmology and/or optometry visit in 2019 and who were due for return evaluation after the outbreak of COVID-19 in 2020. Factors associated with return for subsequent, in-person eye examination were assessed. RESULTS The mean age of patients was 68.8 (±13.0) years, and 42% were women. 7.4% of patients identified as Asian; 2.9% as Black; 3.4% as Hispanic or Latin American; 0.92%, as more than one race; 1.78%, as other races; and 80.7% as White. Patients from racial and/or ethnic minority groups completed fewer in-person eye examinations after the outbreak of COVID-19 compared with White patients (35.6% versus 44.5%, χ 2=36.172, P<0.001). However, both groups accessed telehealth services at a similar rate during this period (21.1% versus 21.9%, χ 2=0.417, P=0.518). Importantly, patients who received telehealth services returned for subsequent, in-person eye examinations at substantially higher rates, regardless of race (51.0% and 46.6%, respectively, χ 2=1.840, P=0.175). This offset the otherwise lower rate of return experienced by patients from racial and/or ethnic minority groups compared with White patients among the group of patients who did not receive any telehealth services (32.7% versus 42.7%, χ 2=36.582, P<0.001). The impact of telehealth on the likelihood of in-person return remained significant after taking into account age, gender, race, language, residence, severity of diabetic retinopathy (DR), and vision in a multivariate model. CONCLUSION Telehealth initiatives benefited patients from racial and/or ethnic minority groups by reducing disparities in access to eye care experienced during the COVID-19 pandemic.
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Affiliation(s)
- David J Ramsey
- Department of Surgery, Division of Ophthalmology, Lahey Hospital & Medical Center, Beth Israel Lahey Health, Burlington, MA, 01805, USA
- Department of Ophthalmology, Tufts University School of Medicine, Boston, MA, 02111, USA
| | - Claudia C Lasalle
- Department of Surgery, Division of Ophthalmology, Lahey Hospital & Medical Center, Beth Israel Lahey Health, Burlington, MA, 01805, USA
- Department of Ophthalmology, Tufts University School of Medicine, Boston, MA, 02111, USA
| | - Sidrah Anjum
- Department of Surgery, Division of Ophthalmology, Lahey Hospital & Medical Center, Beth Israel Lahey Health, Burlington, MA, 01805, USA
| | - Jeffrey L Marx
- Department of Surgery, Division of Ophthalmology, Lahey Hospital & Medical Center, Beth Israel Lahey Health, Burlington, MA, 01805, USA
- Department of Ophthalmology, Tufts University School of Medicine, Boston, MA, 02111, USA
| | - Shiyoung Roh
- Department of Surgery, Division of Ophthalmology, Lahey Hospital & Medical Center, Beth Israel Lahey Health, Burlington, MA, 01805, USA
- Department of Ophthalmology, Tufts University School of Medicine, Boston, MA, 02111, USA
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Intelligent Data Extraction System for RNFL Examination Reports. ARTIF INTELL 2022. [DOI: 10.1007/978-3-031-20503-3_45] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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