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Manhattan Vision Screening and Follow-Up Study (NYC-SIGHT): optometric exam improves access and utilization of eye care services

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Abstract

Purpose

To describe the benefits of optometric evaluation for detection of vision-affecting conditions in the context of community-based eye health screenings and identify factors associated with having a recent dilated eye exam.

Methods

Enrolled participants were age 40 and older, living independently in affordable housing developments in New York City. Eye health screening failure and criteria for seeing the on-site study optometrist were defined as visual acuity 20/40 or worse in either eye, intraocular pressure 23–29 mmHg, or an unreadable fundus image. The optometrist conducted a manifest refraction using loose lenses and used a portable slit lamp and ophthalmoscope to perform a non-dilated anterior and posterior segment ocular health evaluation. Demographics, social determinants of health, eye health screening results, and rates of suspected ophthalmic conditions were recorded. To determine factors associated with having a recent dilated eye exam, which was the main outcome for this statistical analysis, a stepwise multivariate logistic regression was performed.

Results

A total of 708 participants were screened, 308 attended the optometric exam; mean age 70.7 ± 11.7 [standard deviation (SD)] years. Among this subgroup, 70.1% identified as female, 54.9% self-identified as African American, 39% as Hispanic/Latino, and 26.6% Dominican ethnicity; 78.2% (241/308) had not undergone a dilated eye exam within the last year, 71.4% reported they did not have an eye care provider. Stepwise multivariate logistic regression analysis indicated that participants who self-reported having cataracts (odds ratio (OR) 2.15; 95% confidence interval (CI) 1.03–4.47; p = 0.041), self-reported having glaucoma/glaucoma suspect (OR 5.60; 95% CI 2.02–15.43; p = 0.001), or spoke Spanish as their primary language (OR 3.25; 95% CI 1.48–7.11; p = 0.003) had higher odds of having a recent dilated eye exam.

Conclusions

This community-based screening initiative demonstrated the effectiveness of optometric exams in detecting vision-affecting conditions and identified factors associated with having a recent dilated eye exam. Optometrists play a vital role in increasing access to eye care for high-risk, underserved populations.

Trial registration

ClinicalTrials.gov (NCT04271709).

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Data availability

The data that support the findings of this study are available from the corresponding author (LAH) upon request.

References

  1. Treatable or Preventable Vision Loss (n.d) The International Agency for the Prevention of Blindness. Vision Atlas. https://www.iapb/learn/vision-atlas. Accessed 28 Aug 2023

  2. GBD (2019) Blindness and Vision Impairment Collaborators & Vision Loss Expert Group of the Global Burden of Disease Study (2021) Causes of blindness and vision impairment in 2020 and trends over 30 years, and prevalence of avoidable blindness in relation to VISION 2020: The Right to Sight: an analysis for the Global Burden of Disease Study. Lancet Glob Health 9:e144–e160. https://doi.org/10.1016/S2214-109X(20)30489-7

    Article  Google Scholar 

  3. Deng Z, Fuller-Thomson E (2022) Temporal trends over a decade in serious vision impairment in a large, nationally representative population-based sample of older Americans: gender, cohort and racial/ethnic differences. Ophthalmic Epidemiol 29:39–48. https://doi.org/10.1080/09286586.2021.1889001

    Article  PubMed  Google Scholar 

  4. Elam AR, Tseng VL, Rodriguez TM, Mike EV, Warren AK, Coleman AL, American Academy of Ophthalmology Taskforce on Disparities in Eye Care (2022) Disparities in vision health and eye care. Ophthalmology 129:e89–e113. https://doi.org/10.1016/j.ophtha.2022.07.010

    Article  PubMed  Google Scholar 

  5. Elliott AF, McGwin G Jr, Kline LB, Owsley C (2015) Vision impairment among older adults residing in subsidized housing communities. Gerontologist 55:S108–S117. https://doi.org/10.1093/geront/gnv028

    Article  PubMed  PubMed Central  Google Scholar 

  6. Fisher DE, Shrager S, Shea SJ, Burke GL, Klein R, Wong TY, Klein BE, Cotch MF (2015) Visual impairment in White, Chinese, Black, and Hispanic participants from the Multi-Ethnic Study of Atherosclerosis Cohort. Ophthalmic Epidemiol 22:321–332. https://doi.org/10.3109/09286586.2015.1066395\

    Article  PubMed  PubMed Central  Google Scholar 

  7. Kirtland KA, Saaddine JB, Geiss LS, Thompson TJ, Cotch MF, Lee PP (2015) (2009-2013) Geographic disparity of severe vision loss-United States. MMWR Morb Mortal Wkly Rep 64:513–517

    PubMed  PubMed Central  Google Scholar 

  8. Uhr JH, Chawla H, Williams BK, Cavuoto KM, Sridhar J (2021) Racial and socioeconomic disparities in visual impairment in the United States. Ophthalmology 128:1102–1104. https://doi.org/10.1016/j.ophtha.2020.10.041

    Article  PubMed  Google Scholar 

  9. Zhang X, Cotch MF, Ryskulova A, Primo SA, Nair P, Chou CF, Geiss LS, Barker LE, Elliott AF, Crews JE, Saaddine JB (2012) Vision health disparities in the United States by race/ethnicity, education, and economic status: findings from two nationally representative surveys. Am J Ophthalmol 154:S53-62.e1. https://doi.org/10.1016/j.ajo.2011.08.045

    Article  PubMed  PubMed Central  Google Scholar 

  10. Bodack MI, Chung I, Krumholtz I (2010) An analysis of vision screening data from New York City public schools. Optometry 81:476–484. https://doi.org/10.1016/j.optm.2010.05.006

    Article  PubMed  Google Scholar 

  11. Collins ME, Guo X, Repka MX, Neitzel AJ, Friedman DS (2022) Lessons learned from school-based delivery of vision care in Baltimore, Maryland. Asia Pac J Ophthalmol 11:6–11. https://doi.org/10.1097/APO.0000000000000488

    Article  Google Scholar 

  12. Hark LA, Mayro EL, Tran J, Pond M, Schneider R, Torosian J, Snitzer M, Dabbish N, Levin AV (2016) Improving access to vision screening in urban Philadelphia elementary schools. J AAPOS 20:439-443.e1. https://doi.org/10.1016/j.jaapos.2016.07.219

    Article  PubMed  Google Scholar 

  13. Goyal A, Richards C, Freedman RL, Rodriguez T, Guest JM, Patel V, Syeda S, Arsenault SM, Kim C, Hall LM, Hughes BA, Juzych MS (2023) The Vision Detroit Project: integrated screening and community eye-health education interventions improve eyecare awareness. Ophthalmic Epidemiol 30:367–375. https://doi.org/10.1080/09286586.2022.2127785

    Article  PubMed  Google Scholar 

  14. Hark L, Waisbourd M, Myers JS, Henderer J, Crews JE, Saaddine JB, Molineaux J, Johnson D, Sembhi H, Stratford S, Suleiman A, Pizzi L, Spaeth GL, Katz LJ (2016) Improving access to eye care among persons at high-risk of glaucoma in Philadelphia: design and methodology: the Philadelphia Glaucoma Detection and Treatment Project. Ophthalmic Epidemiol 23:122–130. https://doi.org/10.3109/09286586.2015.1099683

    Article  PubMed  PubMed Central  Google Scholar 

  15. Swanson MW (1994) Results of community-based vision screenings of older adults in the Birmingham, Alabama metropolitan area. J Am Optom Assoc 65:136–141

    CAS  PubMed  Google Scholar 

  16. Wetzel C, Madden S, Rai S, Ikhena J, Lyden E, Byrnes K, Lander L (2013) Adult vision screenings in Omaha, Nebraska. Optom Vis Sci 90:1004–1011. https://doi.org/10.1097/OPX.0b013e31829b9d99

    Article  PubMed  Google Scholar 

  17. De Moraes CG, Hark LA, Saaddine J (2021) Screening and Interventions for Glaucoma and Eye Health Through Telemedicine (SIGHT) studies. J Glaucoma 30:369–370. https://doi.org/10.1097/IJG.0000000000001782

    Article  PubMed  Google Scholar 

  18. Soh Z, Yu M, Betzler BK, Majithia S, Thakur S, Tham YC, Wong TY, Aung T, Friedman DS, Cheng CY (2021) The global extent of undetected glaucoma in adults: a systematic review and meta-analysis. Ophthalmology 128:1393–1404. https://doi.org/10.1016/j.ophtha.2021.04.009

    Article  PubMed  Google Scholar 

  19. Waisberg E, Ong J, Paladugu P, Kamran SA, Zaman N, Tavakkoli A, Lee AG (2023) Advances in machine learning to detect preventable causes of blindness. Eye (Lond) 37:2582–2583. https://doi.org/10.1038/s41433-022-02354-2

    Article  PubMed  Google Scholar 

  20. Hark LA, Kresch YS, De Moraes CG, Horowitz JD, Park L, Auran JD, Gorroochurn P, Stempel S, Maruri SC, Stidham EM, Banks AZ, Saaddine JB, Lambert BC, Pizzi LT, Sapru S, Price S, Williams OA, Cioffi GA, Liebmann JM (2021) Manhattan Vision Screening and Follow-up Study in Vulnerable Populations (NYC-SIGHT): design and methodology. J Glaucoma 30:388–394. https://doi.org/10.1097/IJG.0000000000001795

    Article  PubMed  Google Scholar 

  21. New York City Government Poverty Measure (2020)  New York City Mayor’s Office for Economic Opportunity. May 2023. https://www.nyc.gov/site/opportunity/poverty-in-nyc/poverty-measure.page.  Accessed 21 Dec 2023

  22. Miller DD, Stewart MW, Gagne JJ, Wagner AL, Lee AY (2020) Differences in characteristics of Medicare patients treated by ophthalmologists and optometrists. Plos One 15:e0227783. https://doi.org/10.1371/journal.pone.0227783

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Prum BE, Rosenberg LF, Gedde SJ, Mansberger SL, Stein JD, Moro SE, Herndon LW, Lim MC, Williams RD (2016) Primary Open-Angle Glaucoma Preferred Practice Pattern(®) guidelines. Ophthalmology 123:P41–P111. https://doi.org/10.1016/j.ophtha.2015.10.053

    Article  PubMed  Google Scholar 

  24. Harris PA, Taylor R, Thielke R, Payne J, Gonzalez N, Conde JG (2009) Research electronic data capture (REDCap): a metadata-driven methodology and workflow process for providing translational research informatics support. J Biomed Inform 42:377–381. https://doi.org/10.1016/j.jbi.2008.08.010

    Article  PubMed  Google Scholar 

  25. Harris PA, Taylor R, Minor BL, Elliott V, Fernandez M, O’Neal L, McLeod L, Delacqua G, Delacqua F, Kirby J, Duda SN, REDCap Consortium (2019) The REDCap consortium: building an international community of software platform partners. J Biomed Inform 95:103208. https://doi.org/10.1016/j.jbi.2019.103208

    Article  PubMed  PubMed Central  Google Scholar 

  26. IBM Corp. Released (2017) IBM Statistical Package for Social Sciences (SPSS) Statistics for Windows, Version 25.0. Armonk, NY: IBM Corp

  27. R Core Team (2022) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/. Accessed 25 Aug 2023

  28. Bresnick G, Cuadros JA, Khan M, Fleischmann S, Wolff G, Limon A, Chang J, Jiang L, Cuadros P, Pedersen ER (2020) Adherence to ophthalmology referral, treatment and follow-up after diabetic retinopathy screening in the primary care setting. BMJ Open Diabetes Res Care 8:e001154. https://doi.org/10.1136/bmjdrc-2019-001154

    Article  PubMed  PubMed Central  Google Scholar 

  29. Shakarchi AF, Collins ME (2019) Referral to community care from school-based eye care programs in the United States. Surv Ophthalmol 64:858–867. https://doi.org/10.1016/j.survophthal.2019.04.003

    Article  PubMed  Google Scholar 

  30. Keenum Z, McGwin G, Witherspoon CD, Haller JA, Clark ME, Owsley C (2016) Patients’ adherence to recommended follow-up eye care after diabetic retinopathy screening in a publicly funded county clinic and factors associated with follow-up eye care use. JAMA Ophthalmology 134:1221–1228. https://doi.org/10.1001/jamaophthalmol.2016.3081

    Article  PubMed  Google Scholar 

  31. Fisher MD, Rajput Y, Gu T, Singer JR, Marshall AR, Ryu S, Barron J, MacLean C (2016) Evaluating adherence to dilated eye examination recommendations among patients with diabetes, combined with patient and provider perspectives. Am Health Drug Benefits 9:385–393

    PubMed  PubMed Central  Google Scholar 

  32. Lee DJ, Kumar N, Feuer WJ, Chou CF, Rosa PR, Schiffman JC, Morante A, Aldahan A, Staropoli P, Fernandez CA, Tannenbaum SL, Lam BL (2014) Dilated eye examination screening guideline compliance among patients with diabetes without a diabetic retinopathy diagnosis: the role of geographic access. BMJ Open Diabetes Res Care 2:e000031. https://doi.org/10.1136/bmjdrc-2014-000031

    Article  PubMed  PubMed Central  Google Scholar 

  33. Bhargava M, Ikram MK, Wong TY (2012) How does hypertension affect your eyes? J Hum Hypertens 26:71–83. https://doi.org/10.1038/jhh.2011.37

    Article  CAS  PubMed  Google Scholar 

  34. Zhao D, Guallar E, Bowie JV, Swenor B, Gajwani P, Kanwar N, Friedman DS (2018) Improving follow-up and reducing barriers for eye screenings in communities: the SToP Glaucoma Study. Am J Ophthalmol 188:19–28. https://doi.org/10.1016/j.ajo.2018.01.008

    Article  PubMed  Google Scholar 

  35. Hark LA, Myers JS, Ines A, Jiang A, Rahmatnejad K, Zhan T, Leiby BE, Hegarty S, Fudemberg SJ, Mantravadi AV, Waisbourd M, Henderer JD, Burns C, Divers M, Molineaux J, Pizzi LT, Murchison AP, Saaddine J, Pasquale LR, Haller JA, Katz LJ (2019) Philadelphia Telemedicine Glaucoma Detection and Follow-up Study: confirmation between eye screening and comprehensive eye examination diagnoses. Br J Ophthalmol 103:1820–1826. https://doi.org/10.1136/bjophthalmol-2018-313451

    Article  PubMed  Google Scholar 

  36. Hark LA, Katz LJ, Myers JS, Waisbourd M, Johnson D, Pizzi LT, Leiby BE, Fudemberg SJ, Mantravadi AV, Henderer JD, Zhan T, Molineaux J, Doyle V, Divers M, Burns C, Murchison AP, Reber S, Resende A, Bui TDV, Lee J, Crews JE, Saaddine JB, Lee PP, Pasquale LR, Haller JA (2017) Philadelphia telemedicine glaucoma detection and follow-up study: methods and seening results. Am J Ophthalmol 181:114–124. https://doi.org/10.1016/j.ajo.2017.06.024

  37. Kolomeyer NN, Katz LJ, Hark LA, Wahl M, Gajwani P, Aziz K, Myers JS, Friedman DS (2021) Lessons learned from 2 large community-based glaucoma screening studies. J Glaucoma 30:875–877. https://doi.org/10.1097/IJG.0000000000001920

    Article  PubMed  Google Scholar 

  38. Gwira JA, Vistamehr S, Shelsta H, Bashford K, Forster S, Palmisano P, Shafranov G, Shields MB (2006) Factors associated with failure to follow up after glaucoma screening: a study in an African American population. Ophthalmology 113:1315–1319. https://doi.org/10.1016/j.ophtha.2006.04.017

    Article  PubMed  Google Scholar 

  39. Thompson AC, Thompson MO, Young DL, Lin RC, Sanislo SR, Moshfeghi DM, Singh K (2015) Barriers to follow-up and strategies to improve adherence to appointments for care of chronic eye diseases. Invest Ophthalmol Vis Sci 56:4324–4331. https://doi.org/10.1167/iovs15-16444

    Article  PubMed  Google Scholar 

  40. Owsley C, McGwin G, Scilley K, Girkin CA, Phillips JM, Searcey K (2006) Perceived barriers to care and attitudes about vision and eye care: focus groups with older African Americans and eye care providers. Invest Ophthalmol Vis Sci 47:2797–2802. https://doi.org/10.1167/iovs06-0107

    Article  PubMed  Google Scholar 

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Acknowledgements

We thank the our project officer, **an Saaddine, MD, MPH, for her guidance and support for the SIGHTSTUDIES. We thank our Columbia University advisors from the Department of Government and Community Affairs (Ross Frommer, Esq.), Wellness Center (Olajide Williams, MD), School of Nursing (Steven Ferrara, DNP, FNP-BC), Mailman School of Public Health (Linda Fried, MD, MPH), Internal Medicine (Rafael Lantigua, MD), and Occupational Therapy (Phyllis Simon, OTD, OTR/L); New York City community partners: New York City Housing Authority (NYCHA) (Marina Oteiza), NYC Department for the Aging (Lorraine Cortés-Vázquez and Edgar Yu) and Senior Center Directors, NYC Department of Health and Mental Hygiene Falls Prevention Coalition, New York Academy of Medicine, Lighthouse Guild, and Vision Services for the Blind and Visually Impaired and Volk Optical, Inc. We thank Warby Parker for providing eyeglasses. We also thank our Data Safety and Monitoring Board: David S. Friedman, MD, PhD, MPH (Harvard Medical School), Cynthia Owsley, PhD, MSPH (University of Alabama Birmingham), Jonathan S. Myers, MD (Wills Eye Hospital), Benjamin E. Leiby, PhD (Jefferson Medical College), David Weiss, PhD (Psychology Specialists of Maine), and Tarun Sharma, MD (Columbia University) for advising us on the study design, clinical decision-making, and evaluation of outcomes. We thank our community health workers (Jaqueline Wright and Rachel Wint) for conducting visual acuity tests.

Funding

This work was supported by the United States Centers for Disease Control and Prevention, Vision Health Initiative, Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion (Grant numbers U01DP006435 and U01DP006436), and Research to Prevent Blindness, Inc, New York, NY. The findings and conclusions in this report are those of the authors and do not necessarily represent the official position of the United States Centers for Disease Control and Prevention. We thank the Centers for Disease Control and Prevention for funding the Manhattan Vision Screening and Follow-up Study.

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All authors made substantial contributions to conception and design, or acquisition of data, or analysis and interpretation of data; drafting the article or revising it critically for important intellectual content; and gave final approval of the version to be published.

Corresponding author

Correspondence to Lisa A. Hark.

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Ethics approval

The study was approved by the Columbia University Institutional Review Board and was conducted in accordance with the Declaration of Helsinki (CUIMC IRB #AAAR9162). The study is registered with ClinicalTrials.gov (NCT04271709).

Informed consent

All participants provided informed consent before participating in this study.

Competing interests

The authors have made the following disclosures: JDH: Member Medical Policy Council of Superior Vision. JML has received research support from National Institutes of Health, Heidelberg Engineering, Novartis, Inc., and is a consultant to Allergan, Inc., Genentech, Inc., Thea Pharmaceuticals, Inc., and Janssen Pharma, Inc. All other authors have no relevant financial or non-financial interests to disclose.

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Diamond, D.F., Hirji, S., **ng, S.X. et al. Manhattan Vision Screening and Follow-Up Study (NYC-SIGHT): optometric exam improves access and utilization of eye care services. Graefes Arch Clin Exp Ophthalmol 262, 1619–1631 (2024). https://doi.org/10.1007/s00417-023-06344-2

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