Evaluating the Relationship between Neighborhood-Level Social Vulnerability and Patient Adherence to Ophthalmology Appointments

References

• Office of Disease Prevention and Health Promotion. Healthy people 2030. U.S. Department of Health and Human Services. Accessed September 8, 2021.
   Google Scholar
• Klein R, Klein BE. The prevalence of age-related eye diseases and visual impairment in aging: current estimates. Invest Ophthalmol Vis Sci. 2013 Dec 13;54(14):ORSF5–ORSF13. doi:10.1167/iovs.13-12789.
   PubMed Web of Science ®Google Scholar
• Peek ME, Cargill A, Huang ES. Diabetes health disparities: a systematic review of health care interventions. Med Care Res Rev. 2007 Oct;64(5Suppl):101S–56S. doi:10.1177/1077558707305409.
   PubMed Web of Science ®Google Scholar
• CDC. The state of vision, aging, and public health in America. 2011. http://www.aafp.org/afp/2013/0815/p241.html
   Google Scholar
• Thornton RL, Glover CM, Cene CW, Glik DC, Henderson JA, Williams DR. Evaluating strategies for reducing health disparities by addressing The social determinants of health. Health Aff (Millwood). 2016 Aug 1;35(8):1416–1423. doi:10.1377/hlthaff.2015.1357.
   PubMed Web of Science ®Google Scholar
• Elam AR, Lee PP. High-risk populations for vision loss and eye care underutilization: a review of the literature and ideas on moving forward. Surv Ophthalmol. 2013 Jul-Aug;58(4):348–358. doi:10.1016/j.survophthal.2012.07.005.
   PubMed Web of Science ®Google Scholar
• Rasendran C, Tye G, Knusel K, Singh RP. Demographic and socioeconomic differences in outpatient ophthalmology utilization in the United States. Am J Ophthalmol. Oct 2020;218:156–163. doi:10.1016/j.ajo.2020.05.022.
   PubMed Web of Science ®Google Scholar
• Lee DJ, Lam BL, Arora S, et al. Reported eye care utilization and health insurance status among US adults. Arch Ophthalmol. 2009 Mar;127(3):303–310. doi:10.1001/archophthalmol.2008.567.
   PubMedGoogle Scholar
• Lee YH, Chen AX, Varadaraj V, et al. Comparison of access to eye care appointments between patients with medicaid and those with private health care insurance. JAMA Ophthalmol. 2018;136(6):622–629.doi:10.1001/jamaophthalmol.2018.0813.
   PubMed Web of Science ®Google Scholar
• Varma R, Vajaranant TS, Burkemper B, et al. Visual impairment and blindness in adults in the United States: demographic and geographic variations from 2015 to 2050. JAMA Ophthalmology. 2016 Jul 1;134(7):802–809. doi:10.1001/jamaophthalmol.2016.1284.
   PubMed Web of Science ®Google Scholar
• National Academies of Sciences E, Medicine, Health, et al. The national academies collection: reports funded by national institutes of health. In: Welp A, Woodbury RB, McCoy MA, Teutsch SM, eds. Making Eye Health a Population Health Imperative: Vision for Tomorrow. National Academies Press (US) Copyright 2016 by the National Academy of Sciences. All rights reserved; 2016.
   Google Scholar
• Christ SL, Zheng DD, Swenor BK, et al. Longitudinal relationships among visual acuity, daily functional status, and mortality: the salisbury eye evaluation study. JAMA Ophthalmology. 2014 Dec;132(12):1400–1406. doi:10.1001/jamaophthalmol.2014.2847.
   PubMed Web of Science ®Google Scholar
• CDC. Basics of vision and eye health- fast facts. Updated 2016. 2017. https://www.cdc.gov/visionhealth/basics/ced/fastfacts.htm
   Google Scholar
• Tielsch JM, Sommer A, Witt K, Katz J, Royall RM. Blindness and visual impairment in an American urban population. The baltimore eye survey. Arch Ophthalmol. 1990 Feb;108(2):286–290. doi:10.1001/archopht.1990.01070040138048.
   PubMedGoogle Scholar
• County Health Rankings Model. County health rankings & roadmaps. https://www.countyhealthrankings.org/explore-health-rankings/measures-data-sources/county-health-rankings-model
   Google Scholar
• Hood CM, Gennuso KP, Swain GR, Catlin BB. County health rankings: relationships between determinant factors and health outcomes. Am J Prev Med. 2016 Feb;50(2):129–135. doi:10.1016/j.amepre.2015.08.024.
   PubMed Web of Science ®Google Scholar
• Scanzera AC, Thermozier S, Chang AY, Kim SJ, Chan RVP. Adherence to urgent eye visits during the COVID-19 pandemic: a population characteristics study. Ophthalmic Epidemiol. 2021 Dec 13:1–8. doi:10.1080/09286586.2021.2015785.
   Web of Science ®Google Scholar
• Chen M, Tan X, Padman R. Social determinants of health in electronic health records and their impact on analysis and risk prediction: a systematic review. J Am Med Inform Assoc. 2020 Nov 1;27(11):1764–1773. doi:10.1093/jamia/ocaa143.
   PubMed Web of Science ®Google Scholar
• Gold R, Cottrell E, Bunce A, et al. Developing electronic health record (EHR) strategies related to health center patients’ social determinants of health. J Am Board Fam Med. 2017 Jul-Aug;30(4):428–447. doi:10.3122/jabfm.2017.04.170046.
   PubMed Web of Science ®Google Scholar
• Hatef E, Rouhizadeh M, Tia I, et al. Assessing the availability of data on social and behavioral determinants in structured and unstructured electronic health records: a retrospective analysis of a multilevel health care system. JMIR Med Inform. 2019;7(3):e13802.
   PubMed Web of Science ®Google Scholar
• Institute of Medicine, Social CotR, Behavioral Domains Measures for EHR. Capturing Social and Behavioral Domains in Electronic Health Records: Phase 2. National Academies Press; 2014.
   Google Scholar
• Flanagan BE, Gregory EW, Hallisey EJ, Heitgerd JL, Lewis B, Social Vulnerability A. Index for disaster management. J. Homel. Secur. Emerg. 2011;8(1). doi:10.2202/1547-7355.1792.
   Google Scholar
• Bakkensen LA, Fox-Lent C, Read LK, Validating Resilience LI. Vulnerability indices in the context of natural disasters. Risk Anal. 2017 May;37(5):982–1004. doi:10.1111/risa.12677.
   PubMed Web of Science ®Google Scholar
• Carmichael H, Moore A, Steward L, Velopulos CG. Using the social vulnerability index to examine local disparities in emergent and elective cholecystectomy. J Surg Res. Nov 2019;243:160–164. doi:10.1016/j.jss.2019.05.022.
   PubMed Web of Science ®Google Scholar
• Phelos HM, Deeb AP, Brown JB. Can social vulnerability indices predict county trauma fatality rates? J Trauma Acute Care Surg. 2021 Aug 1;91(2):399–405. doi:10.1097/ta.0000000000003228.
   PubMed Web of Science ®Google Scholar
• Diaz A, Hyer JM, Barmash E, Azap R, Paredes AZ, Pawlik TM. County-level social vulnerability is associated with worse surgical outcomes especially among minority patients. Ann Surg. 2021 Dec 1;274(6):881–891. doi:10.1097/sla.0000000000004691.
   PubMed Web of Science ®Google Scholar
• Givens M, Teal EN, Patel V, Manuck TA. Preterm birth among pregnant women living in areas with high social vulnerability. Am J Obstet Gynecol MFM. 2021 Sep;3(5):100414. doi:10.1016/j.ajogmf.2021.100414.
   PubMed Web of Science ®Google Scholar
• Agency for Toxic Substances and Disease Registry. CDC/ATSDR social vulnerability index. CDC. Accessed Jul 28, 2021.
   Google Scholar
• Geospatial Rsearch Analysis and Services Program. CDC Social Vulnerability Index (CDC SVI). 2021.
   Google Scholar
• Nguyen TN, Ngangue P, Bouhali T, Ryan BL, Stewart M, Fortin M. Social vulnerability in patients with multimorbidity: a cross-sectional analysis. Int J Environ Res Public Health. 8 Apr 2019;16(7). doi:10.3390/ijerph16071244.
   Web of Science ®Google Scholar
• Ouvrard C, Avila-Funes JA, Dartigues JF, Amieva H, Tabue-Teguo M. The social vulnerability index: assessing replicability in predicting mortality over 27 years. J Am Geriatr Soc. 2019 Jun;67(6):1305–1306. doi:10.1111/jgs.15812.
   PubMed Web of Science ®Google Scholar
• Freij M, Dullabh P, Lewis S, Smith SR, Hovey L, Dhopeshwarkar R. Incorporating social determinants of health in electronic health records: qualitative study of current practices among top vendors. JMIR Med Inform. 2019 Jun 7;7(2):e13849. doi:10.2196/13849.
   PubMed Web of Science ®Google Scholar
• Yusuf R, Chen EM, Nwanyanwu K, Neighborhood Deprivation RB. Adherence to initial diabetic retinopathy screening. Ophthalmol Retina. 2020 May;4(5):550–552. doi:10.1016/j.oret.2020.01.016.
   PubMedGoogle Scholar
• Kousiouris P, Klavdianou O, Douglas KAA, et al. Role of socioeconomic status (SES) in globe injuries: a review. Clin Ophthalmol. 2022;16:25–31. doi:10.2147/opth.S317017.
   PubMed Web of Science ®Google Scholar
• Levinger N, Beykin G, Grunin M, et al. Socioeconomic status and visual outcome in patients with neovascular age-related macular degeneration. Eur J Ophthalmol. 2021 May;31(3):1094–1100. doi:10.1177/1120672120920783.
   PubMed Web of Science ®Google Scholar
• Shaikh Y, Yu F, Coleman AL. Burden of undetected and untreated glaucoma in the United States. Am J Ophthalmol. 2014 Dec;158(6):1121–1129.e1. doi:10.1016/j.ajo.2014.08.023.
   PubMed Web of Science ®Google Scholar
• Dandona R, Dandona L. Socioeconomic status and blindness. Br J Ophthalmol. 2001 Dec;85(12):1484–1488. doi:10.1136/bjo.85.12.1484.
   PubMed Web of Science ®Google Scholar
• Liu Y, Zupan NJ, Shiyanbola OO, et al. Factors influencing patient adherence with diabetic eye screening in rural communities: a qualitative study. PLoS One. 2018;13(11):e0206742.doi:10.1371/journal.pone.0206742.
   PubMed Web of Science ®Google Scholar
• America’s least (and most) segregated cities. In: City Observatory. 2020 August 17. Vol. 2020.
   Google Scholar
• Kim SJ, Ramirez-Valles J, Watson K, et al. Fostering health equity research: development and implementation of the center for health equity research (CHER) Chicago. J Clin Transl Sci. 2020 Feb;4(1):53–60. doi:10.1017/cts.2019.415.
   PubMedGoogle Scholar
• Alvidrez J, Castille D, Laude-Sharp M, Rosario A, Tabor D. The national institute on minority health and health disparities research framework. Am J Public Health. 2019 Jan;109(S1):S16–s20. doi:10.2105/ajph.2018.304883.
   PubMedGoogle Scholar
• Gary-Webb TL, Egnot NS, Nugroho A, Dubowitz T, Troxel WM. Changes in perceptions of neighborhood environment and Cardiometabolic outcomes in two predominantly African American neighborhoods. BMC Public Health. 2020;20(1):52. doi:10.1186/s12889-019-8119-9.Jan 14.
   PubMed Web of Science ®Google Scholar
• Xiao YK, Graham G. Where we live: the impact of neighborhoods and community factors on cardiovascular health in the United States. Clin Cardiol. 2019 Jan;42(1):184–189. doi:10.1002/clc.23107.
   PubMed Web of Science ®Google Scholar
• Kim SJ, Peterson CE, Warnecke R, Barrett R, Glassgow AE. The uneven distribution of medically underserved areas in Chicago. Health Equity. 2020;4(1):556–564. doi:10.1089/heq.2020.0023.
   PubMedGoogle Scholar
• Krieger N. Discrimination and health inequities. Int J Health Serv. 2014;44(4):643–710. doi:10.2190/HS.44.4.b.
   PubMed Web of Science ®Google Scholar
• Institute of Medicine Committee on U, Eliminating R, Ethnic Disparities in Health C. Unequal Treatment: Confronting Racial and Ethnic Disparities in Health Care. In: Smedley BD, Stith AY, Nelson AR, eds. National Academies Press (US) Copyright 2002 by the National Academy of Sciences. All rights reserved; 2003.
   Google Scholar
• Shavers VL, Fagan P, Jones D, et al. The state of research on racial/ethnic discrimination in the receipt of health care. Am J Public Health. 2012 May;102(5):953–966. doi:10.2105/ajph.2012.300773.
   PubMed Web of Science ®Google Scholar
• Disparities N. NIMHD Research Framework. 2017.
   Google Scholar
• Halawa OA, Kolli A, Oh G, et al. Racial and socioeconomic differences in eye care utilization among medicare beneficiaries with glaucoma. Ophthalmology. 2021 Oct 6. 10.1016/j.ophtha.2021.09.022.
   Web of Science ®Google Scholar
• B-G J. GJ D, PK K, N S. Do neighborhoods influence child and adolescent development? Am J Sociol. 1993;99:353–395.
   Web of Science ®Google Scholar
• Giordano GN, Ohlsson H, Lindström M. Social capital and health-purely a question of context? Health Place. 2011 Jul;17(4):946–953. doi:10.1016/j.healthplace.2011.04.004.
   PubMed Web of Science ®Google Scholar
• Waverijn G, Wolfe MK, Mohnen S, Rijken M, Spreeuwenberg P, Groenewegen P. A prospective analysis of the effect of neighbourhood and individual social capital on changes in self-rated health of people with chronic illness. BMC Public Health. 2014;14(1):675. doi:10.1186/1471-2458-14-675.Jul 03.
   PubMedGoogle Scholar
• Mohnen SM, Groenewegen PP, Völker B, Flap H. Neighborhood social capital and individual health. Soc Sci Med. 2011 Mar;72(5):660–667. doi:10.1016/j.socscimed.2010.12.004.
   PubMed Web of Science ®Google Scholar
• Lindén-Boström M, Persson C, Eriksson C. Neighbourhood characteristics, social capital and self-rated health–a population-based survey in Sweden. BMC Public Health. 2010 Oct 21;10:628. doi:10.1186/1471-2458-10-628.
   PubMed Web of Science ®Google Scholar
• Wilson WJ. The Truly Disadvantaged: The Inner City, the Underclass, and Public Policy. 2. 2012.
   Google Scholar
• Williams DR, Lawrence JA, Davis BA, Vu C. Understanding how discrimination can affect health. Health Serv Res. 2019 Dec;54(Suppl 2):1374–1388. doi:10.1111/1475-6773.13222.
   PubMedGoogle Scholar
• Gaston GB, Alleyne-Green B. The impact of African Americans’ beliefs about HIV medical care on treatment adherence: a systematic review and recommendations for interventions. AIDS Behav. 2013 Jan;17(1):31–40. doi:10.1007/s10461-012-0323-x.
   PubMed Web of Science ®Google Scholar
• Hicks PM, Elam AR, Woodward MA, et al. Perceptions of respect from clinicians by patients in racial and ethnic minority groups with eye disease. JAMA Ophthalmol. 2022 Feb 1;140(2):125–131. doi:10.1001/jamaophthalmol.2021.5371.
   PubMed Web of Science ®Google Scholar
• Scott AW, Elam AR, Nwanyanwu K. Addressing disparities in eye care-the time is now. JAMA Ophthalmol. 2021 Sep 1;139(9):935–936. doi:10.1001/jamaophthalmol.2021.2053.
   PubMed Web of Science ®Google Scholar
• Nwanyanwu K, Scott AW, Elam AR. Addressing disparities in ophthalmic research: the time is now. JAMA Ophthalmol. 2021 Dec 1;139(12):1261–1262. doi:10.1001/jamaophthalmol.2021.4203.
   PubMed Web of Science ®Google Scholar
• Xierali IM, Nivet MA, Wilson MR. Current and future status of diversity in ophthalmologist workforce. JAMA Ophthalmol. 2016;134(9):1016–1023. doi:10.1001/jamaophthalmol.2016.2257.
   PubMed Web of Science ®Google Scholar
• Ding X, Gellad ZF, Mather C, 3rd, et al. Designing risk prediction models for ambulatory no-shows across different specialties and clinics. J Am Med Inform Assoc. 2018 Aug 1;25(8):924–930. 10.1093/jamia/ocy002.
   Web of Science ®Google Scholar
• McMullen MJ, Netland PA. Lead time for appointment and the no-show rate in an ophthalmology clinic. Clin Ophthalmol. 2015;9:513–516. doi:10.2147/opth.S82151.
   PubMedGoogle Scholar
• Lin H, Wu X. Intervention strategies for improving patient adherence to follow-up in the era of mobile information technology: a systematic review and meta-analysis. PLoS One. 2014;9(8):e104266. doi:10.1371/journal.pone.0104266.
   PubMed Web of Science ®Google Scholar
• Participatory Science-The NK. Path toward health equity. JAMA Ophthalmol. 2022 Feb 1;140(2):132–133. doi:10.1001/jamaophthalmol.2021.5368.
   PubMed Web of Science ®Google Scholar