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Teleophthalmology to Prevent Diabetic Retinopathy: Implementation, Outcomes, and Associated Factors with Lack of Follow-Up in Western Pennsylvania

Bonilla Escobar, Francisco Javier (2024) Teleophthalmology to Prevent Diabetic Retinopathy: Implementation, Outcomes, and Associated Factors with Lack of Follow-Up in Western Pennsylvania. Doctoral Dissertation, University of Pittsburgh. (Unpublished)

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Image (PNG) (Figure 1.1. Timeline of the Program)
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Image (PNG) (Figure 1.2. Program reading application and resulting system: (A) Within normal limits diabetic retinopathy exam)
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Image (PNG) (Figure 1.2. Program reading application and resulting system: (B) Exam with abnormal results requiring a follow-up visit)
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Image (TIFF) (Figure 1.2. Program reading application and resulting system: (C) Non-gradable images)
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Image (PNG) (Figure 1.3. Geographic distribution of the cameras in the Program)
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Image (PNG) (Figure 1.4. Monthly number of photographs in the Program from August 2008 to December 2020 (n=21,960))
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Image (PNG) (Figure 1.5. Outcomes of the diabetic retinopathy exams (n=21,960) in terms of positive, negative and indeterminate results.)
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Image (PNG) (Figure 1.6. Program rate trends of diagnosis of vision-threatening diabetic retinopathy (VTDR: >moderate non-proliferative and/or macular exudate), age-related macular degeneration (AMD), glaucoma suspicion, and hypertensive retinopathy since 2008 to 2020)
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Image (PNG) (Figure 2.5.1. Percentage of diagnoses in the Point-of-Care Diabetic Retinopathy Examination Program (POCDREP), 2015-2018 (n=7,733))
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Image (JPEG) (Figure 3.5.1. Follow-up Post-Diabetic Retinopathy Examination Over Time, Stratified by One, Two and Three Days from Examination to Patient Contact Adjusted by Variables Used in the Multivariate Combined Model)
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Abstract

This dissertation explores the implementation and outcomes of a teleophthalmology program designed to prevent diabetic retinopathy in Western Pennsylvania, focusing on why some patients do not follow up after screening. By examining asynchronous telemedicine implementations at the University of Pittsburgh and UPMC, the work highlights the significant barriers to routine diabetic retinopathy screenings and subsequent follow-up care. The findings underscore the impact of socioeconomic, clinical, and systemic factors on patient engagement and adherence to follow-up recommendations. Through a detailed analysis of program data and patient characteristics, the research identifies key factors that contribute to patients being lost to follow-up, offering insights into improving patient outcomes in teleophthalmology and diabetic care.


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Details

Item Type: University of Pittsburgh ETD
Status: Unpublished
Creators/Authors:
CreatorsEmailPitt UsernameORCID
Bonilla Escobar, Francisco Javierfjbonillaescobar@gmail.comfjb90000-0002-0224-3482
ETD Committee:
TitleMemberEmail AddressPitt UsernameORCID
Committee ChairWaxman, Evanwaxmane@upmc.edu
Committee MemberPuyana, Juan Cpuyajc@upmc.edu
Committee MemberYabes, Jonathanjgy2@pitt.edu
Committee MemberSwitzer, Galen Egswitzer@pitt.edugswitzer
Committee MemberSmith, Kennethsmitkj2@upmc.edu
Date: 19 February 2024
Defense Date: 14 February 2024
Approval Date: 16 September 2024
Submission Date: 12 April 2024
Access Restriction: No restriction; Release the ETD for access worldwide immediately.
Number of Pages: 112
Institution: University of Pittsburgh
Schools and Programs: School of Medicine > Clinical and Translational Science
Degree: PhD - Doctor of Philosophy
Thesis Type: Doctoral Dissertation
Refereed: Yes
Uncontrolled Keywords: Teleophthalmology, Diabetic Retinopathy, Telemedicine, Patient Follow-Up, Implementation Science, Asynchronous Screening, Health Barriers, Socioeconomic Factors, Clinical Outcomes, Western Pennsylvania
Date Deposited: 16 Sep 2024 19:11
Last Modified: 16 Sep 2024 19:11
URI: http://d-scholarship.pitt.edu/id/eprint/46099

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