Abstract
Objective
To examine associations between socioeconomic status (SES), as evaluated by the Centers for Disease Control and Prevention/Agency for Toxic Substances and Disease Registry Social Vulnerability Index (SVI) and Distressed Communities Index (DCI), and the characteristics of open globe injury (OGI).
Subjects/Methods
Retrospective review of electronic medical records for patients treated for OGI at an academic Level I trauma centre between May 2009 and March 2021. Patient data included age, date of injury, mechanism of injury, visual acuity at presentation, concomitant orbital wall fracture, and ocular trauma score (OTS). The SVI and DCI scores were obtained based on the patient’s home zip code. Patients were classified based on individual mechanisms of injury and grouped into non-accidental vs. accidental cases.
Results
899 patients (75.0% male) were included. Average ± SD age (years), SVI, and DCI scores were 44.8 ± 22.7, 0.418 ± 0.207, and 37.9 ± 24.0, respectively. Younger age was associated with higher DCI and lower OTS score (p ≤ 0.002). Non-accidental trauma patients had lower OTS and higher SVI and DCI scores compared to accidental trauma (p < 0.001); firearm-associated ocular injuries (FAOIs) were associated with higher SVI and DCI scores (p < 0.001 and p = 0.040, respectively); domestic violence/assault was associated with worse OTS and higher DCI (p < 001). Falls and sports-related injuries correlated with lower DCI scores (p ≤ 0.031).
Conclusions
In our region, among patients with OGIs, lower SES scores were associated with younger age, FAOIs, and non-accidental injuries, including domestic violence/assault. Therefore, lower SES may be considered a risk factor for several distinct mechanisms of OGI.
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Data availability
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
D’Antone VA, Cely Quiroz L, Palencia Florez DC. Clinical profile of ocular injuries in a geographically isolated Colombian municipality. Int Emerg Nurs. 2020;52:100909 https://doi.org/10.1016/j.ienj.2020.100909
Pelletier J, Koyfman A, Long B. High risk and low prevalence diseases: open globe injury. Am J Emerg Med. 2023;64:113–20. https://doi.org/10.1016/j.ajem.2022.11.036
Kuhn F, Morris R, Witherspoon CD, Mann L. Epidemiology of blinding trauma in the United States Eye Injury Registry. Ophthalmic Epidemiol. 2006;13:209–16. https://doi.org/10.1080/09286580600665886
Li X, Zarbin MA, Bhagat N. Pediatric open globe injury: a review of the literature. J Emerg Trauma Shock. 2015;8:216–23. https://doi.org/10.4103/0974-2700.166663
Blair K, Alhadi SA, Czyz CN. Globe Rupture. In: StatPearls. StatPearls Publishing. 2024. http://www.ncbi.nlm.nih.gov/books/NBK551637/. Accessed 21 Aug 2024.
Koo L, Kapadia MK, Singh RP, Sheridan R, Hatton MP. Gender differences in etiology and outcome of open globe injuries. J Trauma. 2005;59:175–8. https://doi.org/10.1097/01.ta.0000173624.37438.d6
Choovuthayakorn J, Worakriangkrai V, Patikulsila D, Watanachai N, Kunavisarut P, Chaikitmongkol V, et al. Epidemiology of eye injuries resulting in hospitalization, a referral hospital-based study. Clin Ophthalmol. 2020;14:1–6. https://doi.org/10.2147/OPTH.S234035
Mir TA, Canner JK, Zafar S, Srikumaran D, Friedman DS, Woreta FA. Characteristics of open globe injuries in the United States from 2006 to 2014. JAMA Ophthalmol. 2020;138:268–75. https://doi.org/10.1001/jamaophthalmol.2019.5823
Kanoff JM, Turalba AV, Andreoli MT, Andreoli CM. Characteristics and outcomes of work-related open globe injuries. Am J Ophthalmol. 2010;150:265–269.e2. https://doi.org/10.1016/j.ajo.2010.02.015
Siddiqui N, Chen EM, Parikh R, Douglas VP, Douglas KA, Feng PW, et al. Epidemiology of United States inpatient open globe injuries from 2009 to 2015. Ophthalmic Epidemiol. 2021;28:469–78. https://doi.org/10.1080/09286586.2021.1875008
Tomaiuolo M, Woreta FA, Li A, Yonekawa Y, Zhang QE, Sharpe JE, et al. Open-globe injury repairs in the American Academy of Ophthalmology IRIS® registry 2014 - 2018: incidence, risk factors, and visual outcomes. Ophthalmology. 2023;130:812–21. https://doi.org/10.1016/j.ophtha.2023.03.002
Lee BWH, Hunter D, Robaei DS, Samarawickrama C. Open globe injuries: epidemiology, visual and surgical predictive variables, prognostic models, and economic cost analysis. Clin Exp Ophthalmol. 2021;49:336–46. https://doi.org/10.1111/ceo.13944
Ji YR, Zhu DQ, Zhou HF, Fan XQ. Epidemiologic characteristics and outcomes of open globe injury in Shanghai. Int J Ophthalmol. 2017;10:1295–1300. https://doi.org/10.18240/ijo.2017.08.18
Hoskin AK, Philip SS, Yardley AME, Mackey DA.Eye injury prevention for the pediatric population.Asia Pac J Ophthalmol. 2016;5:202–11.
Kadappu S, Silveira S, Martin F. Aetiology and outcome of open and closed globe eye injuries in children. Clin Exp Ophthalmol. 2013;41:427–34. https://doi.org/10.1111/ceo.12034
Batur M, Seven E, Esmer O, Akaltun MN, Yasar T, Cinal A. Epidemiology of adult open globe injury. J Craniofac Surg. 2016;27:1636–41. https://doi.org/10.1097/SCS.0000000000003001
Shavers VL. Measurement of socioeconomic status in health disparities research. J Natl Med Assoc. 2007;99:1013–23.
Corfield AR, MacKay DF, Pell JP. Association between trauma and socioeconomic deprivation: a registry-based, Scotland-wide retrospective cohort study of 9238 patients. Scand J Trauma Resusc Emerg Med. 2016;24:90 https://doi.org/10.1186/s13049-016-0275-7
Simpson K, Janssen I, Craig WM, Pickett W. Multilevel analysis of associations between socioeconomic status and injury among Canadian adolescents. J Epidemiol Community Health. 2005;59:1072–7. https://doi.org/10.1136/jech.2005.036723
Low L, Hodson J, Morris D, Desai P, MacEwen C. Socioeconomic deprivation and serious ocular trauma in Scotland: a national prospective study. Br J Ophthalmol. 2017;101:1395–8. https://doi.org/10.1136/bjophthalmol-2016-309875
Marta A, Silva N, Correia N, Pessoa B, Ferreira N, Beirão M, et al. A 15-year retrospective epidemiologic study of ocular trauma in the north of Portugal. Eur J Ophthalmol. 2021;31:1079–84. https://doi.org/10.1177/1120672120934399
Luo H, Beckles GLA, Fang X, Crews JE, Saaddine JB, Zhang X. Socioeconomic status and lifetime risk for workplace eye injury reported by a us population aged 50 years and over. Ophthalmic Epidemiol. 2012;19:103–10. https://doi.org/10.3109/09286586.2011.639977
Scott AW, Bressler NM, Ffolkes S, Wittenborn JS, Jorkasky J. Public attitudes about eye and vision health. JAMA Ophthalmol. 2016;134:1111–8. https://doi.org/10.1001/jamaophthalmol.2016.2627
Senra H, Barbosa F, Ferreira P, Vieira CR, Perrin PB, Rogers H, et al. Psychologic adjustment to irreversible vision loss in adults: a systematic review. Ophthalmology. 2015;122:851–61. https://doi.org/10.1016/j.ophtha.2014.10.022
Rosenberg EA, Sperazza LC. The visually impaired patient. Am Fam Physician. 2008;77:1431–6.
Kuhn F, Maisiak R, Mann L, Mester V, Morris R, Witherspoon CD. The ocular trauma score (OTS). Ophthalmol Clin North Am. 2002;15:163–5. https://doi.org/10.1016/s0896-1549(02)00007-x. vi
Islam QU, Ishaq M, Yaqub MA, Mehboob MA. Predictive value of ocular trauma score in open globe combat eye injuries. J Ayub Med Coll Abbottabad. 2016;28:484–8.
Agrawal R, Wei HS, Teoh S. Prognostic factors for open globe injuries and correlation of ocular trauma score at a tertiary referral eye care center in Singapore. Indian J Ophthalmol. 2013;61:502–6. https://doi.org/10.4103/0301-4738.119436
Gervasio KA, Weinstock BM, Wu AY. Prognostic value of ocular trauma scores in patients with combined open globe injuries and facial fractures. Am J Ophthalmol. 2015;160:882–888.e2. https://doi.org/10.1016/j.ajo.2015.08.007
Purtskhvanidze K, Rüfer F, Klettner A, Borzikowsky C, Roider J. Ocular Trauma Score as prognostic value in traumatic ocular injuries due to rotating wire brushes. Graefes Arch Clin Exp Ophthalmol. 2017;255:1037–42. https://doi.org/10.1007/s00417-017-3629-6
Herrera-Escobar JP, Uribe-Leitz T, Wang J, Orlas CP, Moheb ME, Lamarre TE, et al. The social vulnerability index and long-term outcomes after traumatic injury. Ann Surg. 2022;276:22–29. https://doi.org/10.1097/SLA.0000000000005471
Kwon EG, Herrera-Escobar JP, Bulger EM, Rice-Townsend SE, Nehra D. Community-level social vulnerability and patterns of adolescent injury. Ann Surg Open. 2023;4:e287 https://doi.org/10.1097/AS9.0000000000000287
Bakkensen LA, Fox-Lent C, Read LK, Linkov I. Validating resilience and vulnerability indices in the context of natural disasters. Risk Anal. 2017;37:982–1004. https://doi.org/10.1111/risa.12677
Phelos HM, Deeb AP, Brown JB. Can social vulnerability indices predict county trauma fatality rates? J Trauma Acute Care Surg. 2021;91:399–405. https://doi.org/10.1097/TA.0000000000003228
Charles EJ, Mehaffey JH, Hawkins RB, Fonner CE, Yarboro LT, Quader MA, et al. Socioeconomic ‘distressed communities index’ predicts risk-adjusted mortality after cardiac surgery. Ann Thorac Surg. 2019;107:1706–12. https://doi.org/10.1016/j.athoracsur.2018.12.022
Hawkins RB, Charles EJ, Mehaffey JH, Williams CA, Robinson WP, Upchurch GR, et al. Socioeconomic distressed communities index associated with worse limb-related outcomes after infrainguinal bypass. J Vasc Surg. 2019;70:786–794.e2. https://doi.org/10.1016/j.jvs.2018.10.123
Ojuok E, Uppuluri A, Langer PD, Zarbin MA, Thangamathesvaran L, Bhagat N. Demographic trends of open globe injuries in a large inpatient sample. Eye. 2021;35:2270–6. https://doi.org/10.1038/s41433-020-01249-4
Larque-Daza AB, Peralta-Calvo J, Lopez-Andrade J. Epidemiology of open-globe trauma in the southeast of Spain. Eur J Ophthalmol. 2010;20:578–83. https://doi.org/10.1177/112067211002000307
Tielsch KlopferJ, Vitale JM, See S, Canner LC. JK. Ocular trauma in the United States. Eye injuries resulting in hospitalization, 1984 through 1987. Arch Ophthalmol. 1992;110:838–42. https://doi.org/10.1001/archopht.1992.01080180110037
Tielsch JM, Parver L, Shankar B. Time trends in the incidence of hospitalized ocular trauma. Arch Ophthalmol. 1989;107:519–23. https://doi.org/10.1001/archopht.1989.01070010533025
Uzel AGT, Gosheva M, Neubauer J, Stock L, Bartz-Schmidt KU, Gelisken F, et al. Fall-related ocular trauma in patients over 90 years in tertiary ophthalmic center in Germany: 90-TOSG Report 1. Graefes Arch Clin Exp Ophthalmol. 2024;262:331–6. https://doi.org/10.1007/s00417-023-06202-1
Sheng I, Bauza A, Langer P, Zarbin M, Bhagat N. A 10-year review of open-globe trauma in elderly patients at an urban hospital. Retina. 2015;35:105–10. https://doi.org/10.1097/IAE.0000000000000261
Beshay N, Keay L, Dunn H, Kamalden TA, Hoskin AK, Watson SL. The epidemiology of Open Globe Injuries presenting to a tertiary referral eye hospital in Australia. Injury. 2017;48:1348–54. https://doi.org/10.1016/j.injury.2017.04.035
Cheung CA, Rogers-Martel M, Golas L, Chepurny A, Martel JB, Martel JR. Hospital-based ocular emergencies: epidemiology, treatment, and visual outcomes. Am J Emerg Med. 2014;32:221–4. https://doi.org/10.1016/j.ajem.2013.11.015
Scruggs D, Scruggs R, Stukenborg G, Netland PA, Calland JF. Ocular injuries in trauma patients: an analysis of 28,340 trauma admissions in the 2003-2007 National Trauma Data Bank National Sample Program. J Trauma Acute Care Surg. 2012;73:1308–12. https://doi.org/10.1097/TA.0b013e31825c78d9
Kim JH, Ryoo HW, Kim JY, Ahn JY, Moon S, Jung H, et al. Causative activities and prognostic factors of open-globe injury: a registry-based city-wide multicentre study. Ophthalmic Epidemiol. 2024:1–8. https://doi.org/10.1080/09286586.2024.2372051
Ray CN, Marsh HD, Gilmore JE, Kirk DW, Larumbe-Zabala E, Freedman KA. Review of 451 patients presenting with orbital wall fractures: a retrospective analysis. J Craniofac Surg. 2023;34:126–30. https://doi.org/10.1097/SCS.0000000000008959
Truong T, He CH, Poulsen DM, Parsikia A, Mbekeani JN. Firearm-associated ocular injuries: analysis of national trauma data. Arq Bras Oftalmol. 2021;84:58–66. https://doi.org/10.5935/0004-2749.20210055
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KDB and PC were responsible for designing the study. KDB, MS, AB, YC, and SF were responsible for extracting and analysing data and interpreting results. KDB and MS were responsible for drafting the manuscript. PPC, AB, YC, and SF were responsible for reviewing and contributing to the final manuscript.
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Schulz, M., Bonnell, A.C., Chee, Y.E. et al. Associations between socioeconomic status and open globe injury. Eye 39, 986–991 (2025). https://doi.org/10.1038/s41433-024-03537-9
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DOI: https://doi.org/10.1038/s41433-024-03537-9