Evaluation of a Novel Intervention for Individuals at High Risk for Blindness from Diabetic Retinopathy: the SEEN Program Pilot

Objective To evaluate the feasibility and acceptability of the Sight-Saving Engagement and Evaluation in New Haven (SEEN) Program, designed to engage individuals at high risk for diabetic retinopathy (DR) in eye care. Study Setting and Design In this single-arm, nonrandomized, prospective intervention at a tertiary-care-affiliated institution in the Northeastern US, we enrolled 35 adults with diabetes at highest-quartile risk for DR, with no eye exam in the preceding year. Participants underwent comprehensive eye examination, DR education, and one year of social needs navigation by a community partner. We conducted a multi-method evaluation assessing program feasibility, acceptability, and preliminary clinical outcomes over 12 months. We thematically analyzed semi-structured interviews with participants, research team, and key partners. We organized themes using the RE-AIM, SEEN screening determinants, and Tailored Implementation in Chronic Diseases frameworks. Data Sources and Analytic Sample We collected surveys and electronic health record data from participants between July 2022 and September 2024. We conducted one-on-one interviews to understand the experience of the program between July 2024 and October 2024. Principal Findings We enrolled 26.5% of eligible individuals. Of 35 participants, 30 (85.7%) completed baseline social needs assessment, 25 (71.4%) completed the program, and 15 (42.9%) underwent a follow-up eye exam. Patient navigators identified 31 social needs among 22 participants (62.9%). They spent a mean 96.8 (SD 43.8) minutes navigating participants over 12 months. Only two needs (6.5%) remained unresolved or unmet. HbA1c decreased among study completers (9.8 to 8.5; p=0.03). From 20 interviews, we identified 10 themes in 4 categories: feasibility (implementation, adaptive strategies, opportunities), acceptability (team dynamics, interpersonal interaction, procedural interface), appropriateness (external context, emotional context), and effectiveness (resources provided, lifestyle impact). Conclusions Pilot results support the feasibility and acceptability of the SEEN model to engage individuals at high risk for DR in eye care.

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Publication Details

Journal
medRxiv
Published
2026-10-30
DOI
https://doi.org/10.64898/2026.10.29.26366801
Primary Topic
Retinal Diseases and Treatments
Type
preprint

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preprint

Evaluation of a Novel Intervention for Individuals at High Risk for Blindness from Diabetic Retinopathy: the SEEN Program Pilot

Marcella Nuñez-Smith, Julia J. Fu, Josefa L. Martinez‐Brockman, Jingchen Liang et al.
1 links
medRxiv
Retinal Diseases and Treatments
preprint

Evaluation of a Novel Intervention for Individuals at High Risk for Blindness from Diabetic Retinopathy: the SEEN Program Pilot

Marcella Nuñez-Smith, Julia J. Fu, Josefa L. Martinez‐Brockman, Jingchen Liang, Lauren Kelley, Joana E. Andoh, Kristen Harris Nwanyanwu, Shannan G Moore, Serina S. Applebaum, Mayur M. Desai, Giselle Carlotta-McDonald, Thomas Chang, Akua A. Frimpong, Alvaro Granados, June Weiss, Yanhong Deng, Brittany Assanah-Lewis, Ma'Glinda Ager, Jacqueline Sanchez
preprint en

Abstract

Objective To evaluate the feasibility and acceptability of the Sight-Saving Engagement and Evaluation in New Haven (SEEN) Program, designed to engage individuals at high risk for diabetic retinopathy (DR) in eye care. Study Setting and Design In this single-arm, nonrandomized, prospective intervention at a tertiary-care-affiliated institution in the Northeastern US, we enrolled 35 adults with diabetes at highest-quartile risk for DR, with no eye exam in the preceding year. Participants underwent comprehensive eye examination, DR education, and one year of social needs navigation by a community partner. We conducted a multi-method evaluation assessing program feasibility, acceptability, and preliminary clinical outcomes over 12 months. We thematically analyzed semi-structured interviews with participants, research team, and key partners. We organized themes using the RE-AIM, SEEN screening determinants, and Tailored Implementation in Chronic Diseases frameworks. Data Sources and Analytic Sample We collected surveys and electronic health record data from participants between July 2022 and September 2024. We conducted one-on-one interviews to understand the experience of the program between July 2024 and October 2024. Principal Findings We enrolled 26.5% of eligible individuals. Of 35 participants, 30 (85.7%) completed baseline social needs assessment, 25 (71.4%) completed the program, and 15 (42.9%) underwent a follow-up eye exam. Patient navigators identified 31 social needs among 22 participants (62.9%). They spent a mean 96.8 (SD 43.8) minutes navigating participants over 12 months. Only two needs (6.5%) remained unresolved or unmet. HbA1c decreased among study completers (9.8 to 8.5; p=0.03). From 20 interviews, we identified 10 themes in 4 categories: feasibility (implementation, adaptive strategies, opportunities), acceptability (team dynamics, interpersonal interaction, procedural interface), appropriateness (external context, emotional context), and effectiveness (resources provided, lifestyle impact). Conclusions Pilot results support the feasibility and acceptability of the SEEN model to engage individuals at high risk for DR in eye care.

medRxiv
University of Vermont (US), Yale New Haven Hospital (US), Kaiser Permanente (US), Kaiser Permanente Oakland Medical Center (US), Yale University (US)
Research to Prevent Blindness, Yale University, American Academy of Ophthalmology
Good health and well-being, Reduced inequalities
Retinal Diseases and Treatments
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