127
Views
0
CrossRef citations to date
0
Altmetric
ORIGINAL RESEARCH

The Economic Burden of Diabetic Retinopathy in Jordan: Cost Analysis and Associated Factors

ORCID Icon, , , ORCID Icon, , & ORCID Icon show all
Pages 161-171 | Received 30 Dec 2023, Accepted 05 Mar 2024, Published online: 14 Mar 2024

References

  • Klein BE. Overview of epidemiologic studies of diabetic retinopathy. Ophthalmic Epidemiol. 2007;14(4):179–183. doi:10.1080/09286580701396720
  • Klein R, Klein BE, Moss SE. Visual impairment in diabetes. Ophthalmology. 1984;91(1):1–9. doi:10.1016/S0161-6420(84)34337-8
  • Cheung N, Mitchell P, Wong TY. Diabetic retinopathy. Lancet. 2010;376(9735):124–136. doi:10.1016/S0140-6736(09)62124-3
  • Al-Dwairi R, Rwashdeh H, Otoom M. The Influence of COVID-19 Lockdown in Jordan on Patients with Diabetic Retinopathy: a Case-Control Study. Therapeutics Clin Risk Management. 2021;17:1011–1022. doi:10.2147/TCRM.S316265
  • Al-Amer RM, Khader Y, Malas S, Abu-Yaghi N, Al-Bdour M, Ajlouni K. Prevalence and risk factors of diabetic retinopathy among Jordanian patients with type 2 diabetes. Digital j Ophthalmol. 2008;14:42–49. doi:10.5693/djo.01.2008.013
  • Kempen JH, O’Colmain BJ, Leske MC, et al. The prevalence of diabetic retinopathy among adults in the United States. Arch Ophthalmol. 2004;122(4):552–563.
  • Matz H, Falk M, Göttinger W, Kieselbach G. Cost-benefit analysis of diabetic eye disease. Ophthalmologica J Int. 1996;210(6):348–353. doi:10.1159/000310742
  • Zhang X, Saaddine JB, Chou CF, et al. Prevalence of diabetic retinopathy in the United States, 2005-2008. JAMA. 2010;304(6):649–656. doi:10.1001/jama.2010.1111
  • Early Treatment Diabetic Retinopathy Study Research Group. Focal photocoagulation treatment of diabetic macular edema. Relationship of treatment effect to fluorescein angiographic and other retinal characteristics at baseline: ETDRS report no. 19. Arch Ophthalmol. 1995;113(9):1144–1155. doi:10.1001/archopht.1995.01100090070025
  • Drummond MF, Davies LM, Ferris FL. Assessing the costs and benefits of medical research: the diabetic retinopathy study. Soc sci med. 1992;34(9):973–981. doi:10.1016/0277-9536(92)90128-D
  • Kohner EM, Porta M. Protocols for screening and treatment of diabetic retinopathy in Europe. Eur j Ophthalmol. 1991;1(1):45–54. doi:10.1177/112067219100100109
  • Rein DB, Zhang P, Wirth KE, et al. The economic burden of major adult visual disorders in the United States. Arch Ophthalmol. 2006;124(12):1754–1760. doi:10.1001/archopht.124.12.1754
  • Kirkizlar E, Serban N, Sisson JA, Swann JL, Barnes CS, Williams MD. Evaluation of telemedicine for screening of diabetic retinopathy in the Veterans Health Administration. Ophthalmology. 2013;120(12):2604–2610. doi:10.1016/j.ophtha.2013.06.029
  • Wilkinson CP, Ferris FL, Klein RE, et al. Proposed international clinical diabetic retinopathy and diabetic macular edema disease severity scales. Ophthalmology. 2003;110(9):1677–1682. doi:10.1016/S0161-6420(03)00475-5
  • Schulze-Bonsel K, Feltgen N, Burau H, Hansen L, Bach M. Visual Acuities “Hand Motion” and “Counting Fingers” Can Be Quantified with the Freiburg Visual Acuity Test. Invest Ophthalmol Visual Sci. 2006;47(3):1236–1240. doi:10.1167/iovs.05-0981
  • Happich M, Reitberger U, Breitscheidel L, Ulbig M, Watkins J. The economic burden of diabetic retinopathy in Germany in 2002. Graefe’s Arch Clin Exp Ophthalmol. 2008;246(1):151–159. doi:10.1007/s00417-007-0573-x
  • Schmitt-Koopmann I, Schwenkglenks M, Spinas GA, Szucs TD. Direct medical costs of type 2 diabetes and its complications in Switzerland. Eur j Public Health. 2004;14(1):3–9. doi:10.1093/eurpub/14.1.3
  • Schmier JK, Covert DW, Lau EC, Matthews GP. Medicare expenditures associated with diabetes and diabetic retinopathy. Retina. 2009;29(2):199–206. doi:10.1097/IAE.0b013e3181884f2d
  • Lee LJ, Yu AP, Cahill KE, et al. Direct and indirect costs among employees with diabetic retinopathy in the United States. Curr Med Res Opin. 2008;24(5):1549–1559. doi:10.1185/030079908X297303
  • Khattab M, Khader YS, Al-Khawaldeh A, Ajlouni K. Factors associated with poor glycemic control among patients with type 2 diabetes. J diabet complicat. 2010;24(2):84–89. doi:10.1016/j.jdiacomp.2008.12.008
  • Al-Rasheedi AA. Glycemic Control among Patients with Type 2 Diabetes Mellitus in Countries of Arabic Gulf. Int j Health Sci. 2015;9(3):345–350. doi:10.12816/0024701
  • Noureddine H, Nakhoul N, Galal A, Soubra L, Saleh M. Level of A1C control and its predictors among Lebanese type 2 diabetic patients. Therapeutic Adv Endocrinology Metab. 2014;5(3):43–52. doi:10.1177/2042018814544890
  • Janghorbani M, Amini M. Patterns and predictors of long-term glycemic control in patients with type 2 diabetes. ISRN endocrinol. 2012;2012:526824. doi:10.5402/2012/526824
  • Gross JG, Glassman AR, Jampol LM, et al. Panretinal Photocoagulation vs Intravitreous Ranibizumab for Proliferative Diabetic Retinopathy: a Randomized Clinical Trial. JAMA. 2015;314(20):2137–2146. doi:10.1001/jama.2015.15217
  • Rajendram R, Fraser-Bell S, Kaines A, et al. A 2-year prospective randomized controlled trial of intravitreal bevacizumab or laser therapy (BOLT) in the management of diabetic macular edema: 24-month data: report 3. Arch Ophthalmol. 2012;130(8):972–979. doi:10.1001/archophthalmol.2012.393
  • Wells JA, Glassman AR, Ayala AR, et al. Aflibercept, Bevacizumab, or Ranibizumab for Diabetic Macular Edema: two-Year Results from a Comparative Effectiveness Randomized Clinical Trial. Ophthalmology. 2016;123(6):1351–1359. doi:10.1016/j.ophtha.2016.02.022
  • The Diabetic Retinopathy Study Research Group. Photocoagulation treatment of proliferative diabetic retinopathy. Clinical application of Diabetic Retinopathy Study (DRS) findings, DRS Report Number 8. Ophthalmology. 1981;88(7):583–600.
  • The Diabetic Retinopathy Vitrectomy Study Research Group. Early vitrectomy for severe proliferative diabetic retinopathy in eyes with useful vision. Results of a randomized trial--Diabetic Retinopathy Vitrectomy Study Report 3. Ophthalmology. 1988;95(10):1307–1320. doi:10.1016/S0161-6420(88)33015-0
  • Thompson JT, de Bustros S, Michels RG, Rice TA. Results and prognostic factors in vitrectomy for diabetic traction retinal detachment of the macula. Arch Ophthalmol. 1987;105(4):497–502. doi:10.1001/archopht.1987.01060040067035
  • Zhang X, Low S, Kumari N, et al. Direct medical cost associated with diabetic retinopathy severity in type 2 diabetes in Singapore. PLoS One. 2017;12(7):56.
  • Orji A, Rani PK, Narayanan R, Sahoo NK, Das T. The economic burden of diabetic retinopathy care at a tertiary eye care center in South India. Indian j Ophthalmol. 2021;69(3):666–670. doi:10.4103/ijo.IJO_1538_20
  • Parker ED, Lin J, Mahoney T, et al. Economic Costs of Diabetes in the U.S. Diabetes Care. 2023.
  • Kalyani G, Janakiramaiah B, Karuna A, Prasad LVN. Diabetic retinopathy detection and classification using capsule networks. Complex Intelligent Syst. 2023;9(3):2651–2664. doi:10.1007/s40747-021-00318-9
  • Bhandari S, Pathak S, Jain S. A Literature Review of Early-Stage Diabetic Retinopathy Detection Using Deep Learning and Evolutionary Computing Techniques. Arch Comput Methods Eng. 2022;30.
  • Vij R, Arora S. A Systematic Review on Diabetic Retinopathy Detection Using Deep Learning Techniques. Arch Comput Methods Eng. 2022;30.
  • Özbay E. An Active Deep Learning Method for Diabetic Retinopathy Detection in Segmented Fundus Images Using Artificial Bee Colony Algorithm. Artif Intell Rev. 2022;56.
  • Selvachandran G, Quek SG, Paramesran R, Ding W, Son LH. Developments in the detection of diabetic retinopathy: a state-of-The-art review of computer-aided diagnosis and machine learning methods. Artif Intell Rev. 2023;56(2):915–964. doi:10.1007/s10462-022-10185-6
  • Ng CS, Lee JY, Toh MP, Ko Y. Cost-of-illness studies of diabetes mellitus: a systematic review. Diabetes Res Clin Pract. 2014;105(2):151–163. doi:10.1016/j.diabres.2014.03.020