The impact of diabetic retinopathy and diabetic macular edema on health-related quality of life in type 1 and type 2 diabetes
Abstract
PURPOSE: To assess the impact of diabetic retinopathy (DR) and diabetic macular edema (DME) on health-related quality of life (HRQoL) in type 1 and type 2 diabetes using the EuroQoL EQ-5D generic multi-attribute utility instrument (MAUI). METHODS: In this cross-sectional study, 577 patients with diabetes were recruited from specialized eye clinics in Melbourne, Australia. Each patient underwent clinical, biochemical, and anthropometric assessments. The severity of combined DR and DME (no DR/DME; mild NPDR [nonproliferative DR (NPDR)] and/or mild DME; moderate NPDR and/or moderate DME; and vision-threatening DR (VTDR) (severe NPDR or PDR and/or severe DME) in the worse eye was calculated. EQ-5D utility measures were the main outcome. Because the distribution of the utility measures was skewed, independent associations were explored using multivariate quantile regression models (five quintiles, namely 15th, 30th, 45th, 60th, 75th) ranging from poorest to highest HRQoL. RESULTS: Median age of the participants was 66 years (range, 26-90 years). Of the 577 participants, 223 (38.7%) had no DR/DME, 35 (6.1%) had mild NPDR/DME, 127 (22.0%) had moderate NPDR/DME, and 192 (33.3%) had VTDR. In adjusted models, neither presence nor severity of DR/DME was significantly associated with any quantile of the EQ-5D. In contrast, the presence of diabetic complications (other than DR) (β = -0.153; SE = 0.052; P < 0.001), other nonocular comorbidities (β = -0.115; SE = 0.038; P < 0.01), and higher body mass index (β = -0.007; SE = 0.002; P < 0.001) were all associated with worse HRQoL. CONCLUSIONS: Using a generic MAUI, the EQ-5D, the authors found that the presence or severity of DR/DME and concomitant vision loss were not associated with any quantile of HRQoL. These findings suggest that the EQ-5D lacks sensitivity in assessing the impact of the severity of DR/DME on HRQoL parameters and that condition-specific instruments may better capture the full impact of the association.
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Anxiety and depression in DR patients reduce their quality of life.
“It not only threatens the physical and mental health of DR patients, but also reduces the quality of life of patients.[9–12]”
Cites
EuroQol: a new facility for the measurement of health-related quality of life
(1990) · Health Policy · doi:10.1016/0168-8510(90)90421-9 · Cited by 15,736 · see citing works
Lang, G. E., Vaiser, A., Snyder, W. B., & Lynn, J. R. (1974) · doi:10.1159/isbn.978-3-318-01439-6 · Cited by 5,583 · see citing works
(1997) · doi:10.1097/00005650-199711000-00002 · Cited by 4,544 · see citing works
Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research
Buchinsky, M. (1998) · The Journal of Human Resources · doi:10.2307/146316 · Cited by 1,461 · see citing works
Mitchell, P., Bandello, F. M., Schmidt-Erfurth, U. M., Lang, G. E., Massin, P., Schlingemann, R. O., Sutter, F., Simader, C., Burian, G., Gerstner, O., et al. (2011) · Ophthalmology · doi:10.1016/j.ophtha.2011.01.031 · Cited by 1,336 · see citing works
The 15D instrument of health-related quality of life: properties and applications
Sintonen, H. (2001) · Annals of Medicine · doi:10.3109/07853890109002086 · Cited by 1,219 · see citing works
Utility approach to measuring health-related quality of life
Torrance, G. W. (1987) · Journal of Chronic Diseases · doi:10.1016/0021-9681(87)90019-1 · Cited by 1,082 · see citing works
Measuring and Valuing Health Benefits for Economic Evaluation
Brazier, J. E., Ratcliffe, J., Salomon, J. A., & Tsuchiya, A. (2016) · Oxford University Press eBooks · doi:10.1093/med/9780198725923.001.0001 · Cited by 1,051 · see citing works
Hawthorne, G., Richardson, J. R. J., & Osborne, R. H. (1999) · Quality of Life Research · doi:10.1023/a:1008815005736 · Cited by 787 · see citing works
Furlong, W. J., Feeny, D. H., Torrance, G. W., & Barr, R. D. (2001) · Annals of Medicine · doi:10.3109/07853890109002092 · Cited by 751 · see citing works
The impact of obesity on health-related quality-of-life in the general adult US population
Jia, H., & Lubetkin, E. I. (2005) · Journal of Public Health · doi:10.1093/pubmed/fdi025 · Cited by 558 · see citing works
Estimating Utility Values for Health States of Type 2 Diabetic Patients Using the EQ-5D (UKPDS 62)
Clarke, P., Gray, A. M., & Holman, R. R. (2002) · Medical Decision Making · doi:10.1177/027298902400448902 · Cited by 512 · see citing works
Estimating Utility Values for Health States of Type 2 Diabetic Patients Using the EQ-5D (UKPDS 62)
Clarke, P., Gray, A. M., & Holman, R. R. (2002) · Medical Decision Making · doi:10.1177/0272989x0202200412 · Cited by 425 · see citing works
Health-related quality of life in diabetes: The associations of complications with EQ-5D scores
Solli, O., Stavem, K., & Kristiansen, I. (2010) · Health and Quality of Life Outcomes · doi:10.1186/1477-7525-8-18 · Cited by 374 · see citing works
Patient Perceptions of Quality of Life With Diabetes-Related Complications and Treatments
Huang, E. S., Brown, S. E. S., Ewigman, B., Foley, E. C., & Meltzer, D. O. (2007) · Diabetes Care · doi:10.2337/dc07-0499 · Cited by 284 · see citing works
Lubetkin, E. I., Jia, H., Franks, P. J., & Gold, M. R. (2005) · Quality of Life Research · doi:10.1007/s11136-005-8028-5 · Cited by 266 · see citing works
Sach, T., Barton, G., Doherty, M., Muir, K. R., Jenkinson, C., & Avery, A. J. (2006) · International Journal of Obesity · doi:10.1038/sj.ijo.0803365 · Cited by 264 · see citing works
Modelling EuroQol health‐related utility values for diabetic complications from CODE‐2 data
Bagust, A., & Beale, S. (2004) · Health Economics · doi:10.1002/hec.910 · Cited by 261 · see citing works
Importance of differentiating health status from quality of life
Bradley, C. (2001) · The Lancet · doi:10.1016/s0140-6736(00)03562-5 · Cited by 236 · see citing works
Utility values and diabetic retinopathy
Brown, M. M., Brown, G. C., Sharma, S., & Shah, G. K. (1999) · American Journal of Ophthalmology · doi:10.1016/s0002-9394(99)00146-4 · Cited by 219 · see citing works
Brown, M. M. (2002) · Archives of Ophthalmology · doi:10.1001/archopht.120.4.481 · Cited by 199 · see citing works
Bharmal, M. F., & Thomas, J. (2006) · Value in Health · doi:10.1111/j.1524-4733.2006.00108.x · Cited by 179 · see citing works
Social and emotional impact of diabetic retinopathy: a review
Fenwick, E., Rees, G., Pesudovs, K., Dirani, M., Kawasaki, R., Wong, T. Y., & Lamoureux, E. (2012) · Clinical & Experimental Ophthalmology · doi:10.1111/j.1442-9071.2011.02599.x · Cited by 156 · see citing works
Self-citationHays, R. D., Hahn, H., & Marshall, G. N. (2002) · Archives of Physical Medicine and Rehabilitation · doi:10.1053/apmr.2002.36837 · Cited by 153 · see citing works
The Impact of Age-Related Macular Degeneration on Health Status Utility Values
Espallargues, M., Czoski-Murray, C. J., Bansback, N. J., Carlton, J., Lewis, G. M., Hughes, L. A., Brand, C. S., & Brazier, J. E. (2005) · Investigative Opthalmology & Visual Science · doi:10.1167/iovs.05-0072 · Cited by 150 · see citing works
Measurement of HRQL Using EQ-5D in Patients with Type 2 Diabetes Mellitus in Japan
Sakamaki, H., Ikeda, S., Ikegami, N., Uchigata, Y., Iwamoto, Y., Origasa, H., Otani, T., & Otani, Y. (2006) · Value in Health · doi:10.1111/j.1524-4733.2006.00080.x · Cited by 132 · see citing works
Validity of the time trade-off and standard gamble methods of utility assessment in retinal patients
Sharma, S. (2002) · British Journal of Ophthalmology · doi:10.1136/bjo.86.5.493 · Cited by 119 · see citing works
Vision and Quality of Life: The Development of a Utility Measure
Misajon, R., Hawthorne, G., Richardson, J. R. J., Barton, J., Peacock, S. J., Iezzi, A., & Keeffe, J. E. (2005) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.04-1389 · Cited by 118 · see citing works
Vision-Specific Quality-of-Life Research: A Need to Improve the Quality
Lamoureux, E. L., & Pesudovs, K. (2011) · American Journal of Ophthalmology · doi:10.1016/j.ajo.2010.09.020 · Cited by 110 · see citing works
Devlin, N. J., Hansen, P., Kind, P., & Williams, A. (2002) · Health Economics · doi:10.1002/hec.741 · Cited by 109 · see citing works
the ADVANCE Collaborative Group, Glasziou, P., Alexander, J., Beller, E., & Clarke, P. (2007) · Health and Quality of Life Outcomes · doi:10.1186/1477-7525-5-21 · Cited by 107 · see citing works
The impact of diabetic retinopathy: understanding the patient's perspective
Fenwick, E., Pesudovs, K., Rees, G., Dirani, M., Kawasaki, R., Wong, T. Y., & Lamoureux, E. L. (2010) · British Journal of Ophthalmology · doi:10.1136/bjo.2010.191312 · Cited by 98 · see citing works
Health utility values associated with diabetic retinopathy
Lloyd, A., Nafees, B., Gavriel, S., Rousculp, M. D., Boye, K. S., & Ahmad, A. (2008) · Diabetic Medicine · doi:10.1111/j.1464-5491.2008.02430.x · Cited by 83 · see citing works
Ahola, A. J., Saraheimo, M., Forsblom, C. M., Hietala, K., Sintonen, H., Groop, P., & on behalf of the FinnDiane Study Group (2009) · Nephrology Dialysis Transplantation · doi:10.1093/ndt/gfp709 · Cited by 80 · see citing works
Utilities associated with diabetic retinopathy: results from a Canadian sample
Sharma, S. (2003) · British Journal of Ophthalmology · doi:10.1136/bjo.87.3.259 · Cited by 78 · see citing works
The Impact of Anchor Point on Utilities for 5 Common Ophthalmic Diseases
Lee, B. S., Kymes, S. M., Nease, R. F., Sumner, W., Siegfried, C. J., & Gordon, M. O. (2007) · Ophthalmology · doi:10.1016/j.ophtha.2007.06.008 · Cited by 70 · see citing works
Bilbao, A., Quintana, J. M., Escobar, A., García‐Gutiérrez, S., Andradas, E., Baré, M., & Elizalde, B. (2009) · Ophthalmology · doi:10.1016/j.ophtha.2008.11.020 · Cited by 69 · see citing works
Kontodimopoulos, N., Pappa, E., Chadjiapostolou, Z., Arvanitaki, E., Papadopoulos, A. A., & Niakas, D. A. (2010) · The European Journal of Health Economics · doi:10.1007/s10198-010-0290-y · Cited by 65 · see citing works
Payakachat, N., Summers, K. H., Pleil, A. M., Murawski, M. M., Thomas, J., Jennings, K., & Anderson, J. G. (2009) · Quality of Life Research · doi:10.1007/s11136-009-9499-6 · Cited by 61 · see citing works
Vision and Quality of Life: Development of Methods for the VisQoL Vision-Related Utility Instrument
Peacock, S. J., Misajon, R., Iezzi, A., Richardson, J. R. J., Hawthorne, G., & Keeffe, J. E. (2008) · Ophthalmic Epidemiology · doi:10.1080/09286580801979417 · Cited by 57 · see citing works
Kaplan, R. M., Tally, S., Hays, R. D., Feeny, D., Ganiats, T. G., Palta, M., & Fryback, D. G. (2011) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2010.04.010 · Cited by 55 · see citing works
Seymour, J., McNamee, P., Scott, A., & Tinelli, M. (2009) · Health Economics · doi:10.1002/hec.1505 · Cited by 50 · see citing works
Lower visual acuity predicts worse utility values among patients with type 2 diabetes
Smith, D. H., Johnson, E. S., Russell, A., Hazlehurst, B. L., Muraki, C. S., Nichols, G. A., Oglesby, A., & Brown, J. B. (2008) · Quality of Life Research · doi:10.1007/s11136-008-9399-1 · Cited by 45 · see citing works
Tung, T., Chen, S., Lee, F.-L., Liu, J., Lin, C., & Chou, P. (2004) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2004.10.003 · Cited by 41 · see citing works
The statewide burden of obesity, smoking, low income and chronic diseases in the United States
Jia, H., & Lubetkin, E. I. (2009) · Journal of Public Health · doi:10.1093/pubmed/fdp012 · Cited by 41 · see citing works
Some methodological issues with the analysis of preference-based EQ-5D index score
Li, L., & Fu, A. Z. (2009) · Health Services and Outcomes Research Methodology · doi:10.1007/s10742-009-0053-3 · Cited by 39 · see citing works
Shah, V. A., Gupta, S. K., Shah, K. V., Vinjamaram, S., & Chalam, K. V. (2004) · Ophthalmic Epidemiology · doi:10.1076/opep.11.1.43.26436 · Cited by 38 · see citing works
Lamoureux, E. L., Fenwick, E., Xie, J., McAuley, A. K., Nicolaou, T., Larizza, M. F., Rees, G., Qureshi, S. H., Wong, T. Y., Benarous, R., et al. (2011) · Clinical and Experimental Ophthalmology · doi:10.1111/j.1442-9071.2011.02697.x · Cited by 36 · see citing works
The Epidemiology of Eye Diseases in Diabetes
Wong, T. Y., & Klein, R. (2008) · doi:10.1002/9780470779750.ch30 · Cited by 26 · see citing works
Diabetic Retinopathy and Systemic Complications
Cheung, N., & Wong, T. Y. (2008) · Humana Press eBooks · doi:10.1007/978-1-59745-563-3_21 · Cited by 16 · see citing works
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Wong, T. Y., & Sabanayagam, C. (2019) · Ophthalmologica · doi:10.1159/000502387 · Cited by 312 · see citing works
Review of Utility Values for Economic Modeling in Type 2 Diabetes
Beaudet, A., Clegg, J., Thuresson, P.-O., Lloyd, A., & McEwan, P. C. (2014) · Value in Health · doi:10.1016/j.jval.2014.03.003 · Cited by 256 · see citing works
Can The EQ-5D Detect Meaningful Change? A Systematic Review
Payakachat, N., Ali, M. M., & Tilford, J. M. (2015) · PharmacoEconomics · doi:10.1007/s40273-015-0295-6 · Cited by 250 · see citing works
Tamayo, T., Rosenbauer, J., Wild, S. H., Spijkerman, A. M. W., Baan, C. A., Forouhi, N. G., Herder, C., & Rathmann, W. (2013) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2013.11.007 · Cited by 252 · see citing works
Jacobson, A. M., Braffett, B. H., Cleary, P. A., Gubitosi‐Klug, R., & Larkin, M. E. (2013) · Diabetes Care · doi:10.2337/dc12-2109 · Cited by 161 · see citing works
Sivaprasad, S., & Oyetunde, S. (2016) · Clinical Ophthalmology · doi:10.2147/opth.s100168 · Cited by 134 · see citing works
Vaidya, V., Gangan, N., & Sheehan, J. (2015) · Expert Review of Pharmacoeconomics & Outcomes Research · doi:10.1586/14737167.2015.1024661 · Cited by 120 · see citing works
Deep Learning Predicts OCT Measures of Diabetic Macular Thickening From Color Fundus Photographs
Arcadu, F., Benmansour, F., Maunz, A., Michon, J., Hašková, Z., McClintock, D. E., Adamis, A. P., Willis, J. R., & Prunotto, M. (2019) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.18-25634 · Cited by 74 · see citing works
Gonder, J. R., Walker, V. M., Barbeau, M., Zaour, N., Zachau, B. H., Hartje, J. R., & Li, R. (2014) · Journal of Ophthalmology · doi:10.1155/2014/939315 · Cited by 73 · see citing works
Alcubierre, N., Rubinat, E., Traveset, A., Martínez‐Alonso, M., Hernández, M., Jurjo, C., & Mauricio, D. (2014) · Health and Quality of Life Outcomes · doi:10.1186/s12955-014-0131-2 · Cited by 72 · see citing works
Impact of Keratoconus in the Better Eye and the Worse Eye on Vision-Related Quality of Life
Sahebjada, S., Fenwick, E., Xie, J., Snibson, G. R., Daniell, M. D., & Baird, P. N. (2014) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.13-12929 · Cited by 69 · see citing works
Peasgood, T., Brennan, A., Mansell, P., Elliott, D., Basarir, H., & Kruger, J. (2016) · Medical Decision Making · doi:10.1177/0272989x16658660 · Cited by 66 · see citing works
Huemer, J. C., Wagner, S. K., & Sim, D. A. (2020) · Clinical ophthalmology · doi:10.2147/opth.s261629 · Cited by 62 · see citing works
Bain, S. C., Hansen, B. B., Malkin, S. J. P., Nuhoho, S., Valentine, W. J., Chubb, B., Hunt, B., & Capehorn, M. (2019) · Diabetes Therapy · doi:10.1007/s13300-019-00736-6 · Cited by 52 · see citing works
Finger, R. P., Fenwick, E., Hirneiß, C., Hsueh, A., Guymer, R. H., Lamoureux, E. L., & Keeffe, J. E. (2013) · PLoS ONE · doi:10.1371/journal.pone.0081042 · Cited by 46 · see citing works
Diabetic Retinopathy and Quality of Life: A Systematic Review and Meta-Analysis
Zayed, M. G., Karsan, W., Peto, T., Saravanan, P., Virgili, G., & Preiss, D. (2024) · JAMA Ophthalmology · doi:10.1001/jamaophthalmol.2023.6435 · Cited by 45 · see citing works
Kay, S., & Ferreira, A. (2014) · Ophthalmic Epidemiology · doi:10.3109/09286586.2014.888456 · Cited by 45 · see citing works
Overview of Quality of Life Research in Older People with Visual Impairment
Wang, C., Chan, C., & Chi, I. (2014) · Advances in Aging Research · doi:10.4236/aar.2014.32014 · Cited by 42 · see citing works
JENDLE, J. H., Buompensiere, M. I., Holm, A. L., de Portu, S., Malkin, S. J. P., & Cohen, O. (2021) · Diabetes Therapy · doi:10.1007/s13300-021-01157-0 · Cited by 41 · see citing works
Mok, C. H., Kwok, H. H. Y., Ng, C. S., Leung, G. M., & Quan, J. (2021) · Value in Health · doi:10.1016/j.jval.2020.12.019 · Cited by 39 · see citing works
Cheema, A. A., & Cheema, H. R. (2024) · Cureus · doi:10.7759/cureus.52676 · Cited by 36 · see citing works
Poku, E. N., Brazier, J. E., Carlton, J., & Ferreira, A. (2013) · BMC Ophthalmology · doi:10.1186/1471-2415-13-74 · Cited by 36 · see citing works
Aroney, C., Fraser‐Bell, S., Lamoureux, E. L., Gillies, M. C., Lim, L. L., & Fenwick, E. (2016) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.16-19729 · Cited by 36 · see citing works
Diabetic macular oedema: evidence‐based treatment recommendations for Asian countries
Cheung, C. M. G., Yoon, Y. H., Chen, L. J., Chen, S. J., George, T. M., Lai, T. Y. Y., Park, K. H., Tahija, S. G., Uy, H. S., & Wong, T. Y. (2017) · Clinical and Experimental Ophthalmology · doi:10.1111/ceo.12999 · Cited by 36 · see citing works
The Prevalence and Risk Factors for Diabetic Retinopathy in Shiraz, Southern Iran
Ghaem, H., Daneshi, N., Riahi, S., & Dianatinasab, M. (2018) · Diabetes & Metabolism Journal · doi:10.4093/dmj.2018.0047 · Cited by 30 · see citing works
Pan, C., Wang, S., Wang, P., Xu, C., & Song, E. (2018) · Quality of Life Research · doi:10.1007/s11136-018-1876-6 · Cited by 30 · see citing works
Johansen, P., Håkan‐Bloch, J., Liu, A. R., Bech, P. G., Persson, S., & Leiter, L. A. (2019) · PharmacoEconomics - Open · doi:10.1007/s41669-019-0131-6 · Cited by 29 · see citing works
Fenwick, E., Xie, J., Pesudovs, K., Ratcliffe, J., Chiang, P. P., Finger, R. P., & Lamoureux, E. L. (2012) · Clinical and Experimental Optometry · doi:10.1111/j.1444-0938.2012.00742.x · Cited by 27 · see citing works
Fenwick, E., Xie, J., Man, R. E. K., Lim, L. L., Flood, V. M., Finger, R. P., Wong, T. Y., & Lamoureux, E. L. (2015) · Journal of Diabetes and its Complications · doi:10.1016/j.jdiacomp.2015.09.001 · Cited by 27 · see citing works
Capehorn, M., Hallén, N., Baker‐Knight, J., Glah, D. R., & Hunt, B. (2021) · Diabetes Therapy · doi:10.1007/s13300-020-00989-6 · Cited by 25 · see citing works
Quality of life in elderly diabetic patients with peripheral arterial disease
Amer, M. S., Alsadany, M. A., Tolba, M. F., & Omar, O. H. (2012) · Geriatrics and gerontology international/Geriatrics & gerontology international · doi:10.1111/j.1447-0594.2012.00928.x · Cited by 23 · see citing works
Brazier, J. E., Muston, D., Konwea, H., Power, G. S., Barzey, V., Lloyd, A., Sowade, O., Vitti, B., Gerlinger, C., & Roberts, J. (2017) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.17-21945 · Cited by 22 · see citing works
Hellgren, M. I., Svensson, A., Franzén, S., Ericsson, Å., Guðbjörnsdóttir, S., Ekström, N., Bertilsson, R., Valentine, W. J., & Malkin, S. J. P. (2021) · Diabetes Obesity and Metabolism · doi:10.1111/dom.14376 · Cited by 21 · see citing works
Vega-Hernandez, G., Wojcik, R., & Schlueter, M. (2017) · Diabetes Therapy · doi:10.1007/s13300-017-0250-y · Cited by 21 · see citing works
Ben, Â. J., de Souza, C. F., Locatelli, F., Rosses, A. P. O., Szortika, A., de Araújo, A. L., de Carvalho, G., Lavinsky, D., Neyeloff, J. L., & Neumann, C. R. (2020) · Archives of Endocrinology and Metabolism · doi:10.20945/2359-3997000000223 · Cited by 19 · see citing works
Shamshirgaran, S. M., Ataei, J., Alamdari, M. I., Safaiyan, A., & Aminisani, N. (2015) · Primary care diabetes · doi:10.1016/j.pcd.2015.11.004 · Cited by 19 · see citing works
The evolution of diabetic retinopathy screening
Irodi, A., Zhu, Z., Grzybowski, A. E., Wu, Y.-L., Cheung, C. Y.-L., Li, H., Tan, G. S. W., & Wong, T. Y. (2025) · Eye · doi:10.1038/s41433-025-03633-4 · Cited by 22 · see citing works
Jammal, H. M., Khader, Y. S., Kanaan, S. F., Al-Dwairi, R. A., Mohidat, H., Al-Omari, R., Alqudah, N. M., Saleh, O., Alshorman, H., & Bdour, M. D. A. (2023) · Journal of Multidisciplinary Healthcare · doi:10.2147/jmdh.s431159 · Cited by 18 · see citing works
Day, T. E., Ravi, N., Xian, H., & Brugh, A. (2014) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2014.01.007 · Cited by 16 · see citing works
Harutyunyan, T. L., Giloyan, A., & Petrosyan, V. (2017) · Public Health · doi:10.1016/j.puhe.2017.09.004 · Cited by 17 · see citing works
Pawar, S. V., Parkar, A., Menon, S., Desai, N., Namrata, D., & Dole, K. S. (2021) · Journal of Healthcare Quality Research · doi:10.1016/j.jhqr.2021.02.004 · Cited by 16 · see citing works
Ajjan, R., Bilir, S. P., Hellmund, R., & Souto, D. (2022) · Diabetes Therapy · doi:10.1007/s13300-022-01325-w · Cited by 14 · see citing works
Malkin, S. J. P., Carvalho, D. M., Costa, C., Conde, V., & Hunt, B. (2022) · Diabetology & Metabolic Syndrome · doi:10.1186/s13098-022-00801-4 · Cited by 14 · see citing works
Granado-Casas, M., Castelblanco, E., Ramírez‐Morros, A., Martín, M., Alcubierre, N., Martínez‐Alonso, M., Valldeperas, X., Traveset, A., Rubinat, E., Lucas-Martín, A., et al. (2019) · Journal of Clinical Medicine · doi:10.3390/jcm8030377 · Cited by 14 · see citing works
Validation of a novel diabetic retinopathy utility index using discrete choice experiments
Fenwick, E., Bansback, N. J., Gan, A. T. L., Ratcliffe, J., Burgess, L., Wong, T. Y., & Lamoureux, E. L. (2019) · British Journal of Ophthalmology · doi:10.1136/bjophthalmol-2019-313899 · Cited by 13 · see citing works
Mi, B., Dang, S., Li, Q., Zhao, Y., Yang, R., Wang, D., & Yan, H. (2015) · Medicine · doi:10.1097/md.0000000000001206 · Cited by 13 · see citing works
JENDLE, J. H., Ericsson, Å., Ekman, B., Sjöberg, S., Gundgaard, J., Fernandes, J. D. R., MÅRDBY, A.-C. M., Hunt, B., Malkin, S. J. P., & Thunander, M. (2020) · Journal of Medical Economics · doi:10.1080/13696998.2020.1805454 · Cited by 13 · see citing works
Stafford, S. G., Bech, P. G., Fridhammar, A., Miresashvili, N., Nilsson, A., Willis, M. S., & Liu, A. (2022) · Applied Health Economics and Health Policy · doi:10.1007/s40258-022-00726-z · Cited by 10 · see citing works
Scanlon, P. H., Loftus, J., Starita, C., & STRATTON, I. M. (2014) · Diabetic Medicine · doi:10.1111/dme.12593 · Cited by 10 · see citing works
Li, S., Liu, H., & Zhu, X. (2021) · Medicine · doi:10.1097/md.0000000000028386 · Cited by 8 · see citing works
Malkin, A. G., Goldstein, J. E., & Massof, R. W. (2017) · Ophthalmic Epidemiology · doi:10.1080/09286586.2016.1257027 · Cited by 9 · see citing works
Adherence of patients with diabetic macular oedema to intravitreal injections: A systematic review
Rose, M. A., Vukicevic, M., & Koklanis, K. (2020) · Clinical and Experimental Ophthalmology · doi:10.1111/ceo.13845 · Cited by 9 · see citing works
Predicting Factors for Health related Quality of Life among Older Adults at Senior Centers in Korea
Kim, H. (2014) · Journal of Korean Gerontological Nursing · doi:10.17079/jkgn.2014.16.2.95 · Cited by 9 · see citing works
Quality of Life in Patients with Diabetic Retinopathy
Kamran, J. S., گیلان, د. ع. پ., Jafroudi, S., گیلان, د. ع. پ., Leili, E. K., گیلان, د. ع. پ., Sedighi, A., گیلان, د. ع. پ., Paryad, E., & گیلان, د. ع. پ. (2017) · Journal of Holistic Nursing and Midwifery · doi:10.18869/acadpub.hnmj.27.1.69 · Cited by 9 · see citing works
MIRNA146a And Diabetes-Related Complications: A Review
Maratni, N. P. T., Saraswati, M. R., Dewi, N. N. A., & Suastika, K. (2022) · Current Diabetes Reviews · doi:10.2174/1573399819666221014095715 · Cited by 8 · see citing works
Dou, L., Xu, Y., Chen, G., & Li, S. (2023) · Health and Quality of Life Outcomes · doi:10.1186/s12955-023-02150-w · Cited by 8 · see citing works
Stellungnahme der DOG, der RG und des BVA zur Therapie des diabetischen Makulaödems
(DOG), D. O. G., (RG), R. G. E. V., & (BVA), B. D. A. D. E. V. (2020) · Klinische Monatsblätter für Augenheilkunde · doi:10.1055/a-1097-3440 · Cited by 8 · see citing works
(DOG), D. O. G., (RG), R. G. E. V., & (BVA), B. D. A. D. E. V. (2020) · PubMed · doi:10.1007/s00347-019-01015-2 · Cited by 7 · see citing works
Purohit, N., Goyal, A., Gupta, V., Gupta, P. C., Singh, P., & Prinja, S. (2025) · Health and Quality of Life Outcomes · doi:10.1186/s12955-025-02340-8 · Cited by 7 · see citing works
Health-Related Quality of Life and Its Affecting Factors among the Aged in one Korean Community
Kim, H. (2013) · The Korean Journal of Health Service Management · doi:10.12811/kshsm.2013.7.4.167 · Cited by 7 · see citing works
Macedo, A. F., Hellström, A., Massof, R. W., Tuvesson, H., Rask, M., Ramos, P. L., Safipour, J., Marteinsdóttir, Í., Nilsson, E., Fagerström, C., et al. (2022) · Health and Quality of Life Outcomes · doi:10.1186/s12955-022-02043-4 · Cited by 7 · see citing works
Klinische Stadieneinteilung der diabetischen Retinopathie
Ziemssen, F., Marahrens, L., Roeck, D., & Agostini, H. T. (2018) · Der Diabetologe · doi:10.1007/s11428-018-0417-9 · Cited by 6 · see citing works
Mohamed, Z. D., Vankudre, G. S., Ayyappan, J. P., Noushad, B., Alzeedi, A., Alazzani, S., & Alkaabi, A. (2024) · Clinical Optometry · doi:10.2147/opto.s462498 · Cited by 6 · see citing works
Sharma, S., Daigavane, S. V., & Shinde, P. (2024) · Cureus · doi:10.7759/cureus.54752 · Cited by 5 · see citing works
Fenofibrate Exerts Protective Effects in Diabetic Retinopathy
Chen, S., Wang, X., Sun, D., Zhang, S., Liu, P., Xu, X., Wei, F., & Liu, Q. (2025) · Current Eye Research · doi:10.1080/02713683.2025.2516802 · Cited by 5 · see citing works
Estimating Utility Weights for the Vision Related Quality of Life Index
Chen, G., Finger, R. P., Holloway, E. E., Iezzi, A., & Richardson, J. R. J. (2016) · Optometry and Vision Science · doi:10.1097/opx.0000000000000966 · Cited by 5 · see citing works
Nakano, T., Kawashima, M., Hiratsuka, Y., Hiroshi, T., Ono, K., Murakami, A., Tsubota, K., & Yamada, M. (2016) · Clinical ophthalmology · doi:10.2147/opth.s115159 · Cited by 5 · see citing works
German Society of Ophthalmology (DOG), & German Retina Society (RG) (2020) · Der Ophthalmologe · doi:10.1007/s00347-020-01244-w · Cited by 5 · see citing works
Röck, D., Schnellbächer, E., Fritsche, A., Ziemssen, T., Ziemssen, F., & Marahrens, L. (2018) · Diabetologie und Stoffwechsel · doi:10.1055/a-0578-8112 · Cited by 4 · see citing works
Pulleyblank, R., & Larsen, N. B. (2023) · PharmacoEconomics - Open · doi:10.1007/s41669-023-00416-z · Cited by 4 · see citing works
Measuring the Patient's Perspective
Pesudovs, K., Lamoureux, E. L., Lundström, M., Massof, R. W., Ratcliffe, J., & Rubin, G. S. (2013) · Optometry and Vision Science · doi:10.1097/01.opx.0000432565.70467.75 · Cited by 4 · see citing works
Goh, Y., Sadikan, M. Z., Jaiprakash, H., Nasir, N. A. A., Agarwal, R., Iezhitsa, I. N., & Ismail, N. M. (2024) · BMC Complementary Medicine and Therapies · doi:10.1186/s12906-024-04614-y · Cited by 3 · see citing works
Li, X., Xiang, S., & Li, G. (2024) · Interventional Neuroradiology · doi:10.1177/15910199241238798 · Cited by 3 · see citing works
Clinico-epidemiological factors of health related quality of life among people with type 2 diabetes
Mamaghanian, A., Shamshirgaran, S. M., Aiminisani, N., & Aliasgarzadeh, A. (2017) · World Journal of Diabetes · doi:10.4239/wjd.v8.i8.407 · Cited by 3 · see citing works
Use of subjective and objective criteria to categorise visual disability
Dhaliwal, U., Kajla, G., & Rohatgi, J. (2014) · Indian Journal of Ophthalmology · doi:10.4103/0301-4738.121146 · Cited by 3 · see citing works
Tan, M. H. P., Ong, S. C., Tahir, N. A. M., Ali, A. M., & Mustafa, N. (2024) · PLoS ONE · doi:10.1371/journal.pone.0297589 · Cited by 2 · see citing works
The impact of DME treatment on diabetic patients
Draganova, V., Goycheva, P., & Dzhelebov, D. (2024) · Pharmacia · doi:10.3897/pharmacia.71.e119594 · Cited by 2 · see citing works
Yuhara, N. A., Magistasari, D., Ikakusumawati, N. D., Andayani, T. M., & Kristina, S. A. (2019) · International Research Journal of Pharmacy · doi:10.7897/2230-8407.1004125 · Cited by 2 · see citing works
Ambrósio, J. A., Cardoso-Teixeira, P., Garcia, M. B., Chibante-Pedro, J., & Ruão, M. (2025) · Ophthalmology and Therapy · doi:10.1007/s40123-025-01277-x · Cited by 1 · see citing works
Ribeiro, I., Marques, F. B., Mendes, D., & Alves, C. (2020) · Ophthalmic Epidemiology · doi:10.1080/09286586.2020.1792938 · Cited by 1 · see citing works
Exploring Diabetic Retinopathy Patterns in Saudi Arabia: Gender and Diabetes Type Comparison
Hussain, S., & Aljohani, N. (2023) · Diabetology · doi:10.3390/diabetology4040042 · Cited by 1 · see citing works
Cataract and Diabetic Retinopathy: Impact on Quality of Life
Lamoureux, E. L., Fenwick, E., & Pesudovs, K. (2013) · Essentials in ophthalmology/Essentials ophthalmology · doi:10.1007/978-3-642-36324-5_10
Hayati, F., Kartasasmita, A., Rini, M., & Karfiati, F. (2016) · Ophthalmologica Indonesiana · doi:10.35749/journal.v41i3.46
Wu, J., Adams, C. E., He, X., Qi, F., & Xia, J. (2021) · Research Square · doi:10.21203/rs.3.rs-1030290/v1
Predictors of Health Dimensions of the EQ-5D-3L in People with Impaired VisionPreprint
Macedo, A. F., Hellström, A., Massof, R. W., Tuvesson, H., Rask, M., Ramos, P. L., Safipour, J., Marteinsdóttir, Í., Nilsson, E., Fagerström, C., et al. (2022) · Research Square · doi:10.21203/rs.3.rs-1437015/v1
Sakallıoğlu, A. K., Akaray, İ., Kaya, S., Özlem, K. A. Y. A., Köse, G., Garip, R., & Güçlü, H. (2022) · Turkish Journal of Diabetes and Obesity · doi:10.25048/tudod.1127641
Wu, J., Adams, C. E., He, X., Qi, F., & Xia, J. (2023) · Systematic Reviews · doi:10.1186/s13643-023-02349-4
Izumi, T., & Afifah (2024) · Journal of Advance Research in Medical & Health Science · doi:10.61841/trc37476
Essuman, Y. A., Abaidoo, B., Essuman, V. A., & Amissah-Arthur, K. N. (2024) · JFO Open Ophthalmology · doi:10.1016/j.jfop.2024.100139
Chen, J., Pan, H.-W., Zhang, X., Liu, J., Chan, S.-Y., Liu, T.-T., Ma, J.-Y., Liu, Q., Yi, W.-Z., Wu, Y.-N., et al. (2025) · International Ophthalmology · doi:10.1007/s10792-025-03578-3
Visual Acuity and Beyond: Sociodemographic Determinants of Quality of Life in Diabetic Retinopathy
Hristova, E. G., Zaduryan, L., Vasileva, G., Petkova, I., Radeva, M. N., & Zlatarova, Z. I. (2025) · Diabetology · doi:10.3390/diabetology6120153
Wu, J., Adams, C. E., He, X., Qi, F., & Xia, J. (2024) · Figshare · doi:10.6084/m9.figshare.26624374
Wu, J., Adams, C. E., He, X., Qi, F., & Xia, J. (2024) · Figshare · doi:10.6084/m9.figshare.26624368
Dou, L., Xu, Y., Chen, G., & Li, S. (2023) · Figshare · doi:10.6084/m9.figshare.23625422
Macedo, A. F., Hellström, A., Massof, R. W., Tuvesson, H., Rask, M., Ramos, P. L., Safipour, J., Marteinsdóttir, Í., Nilsson, E., Fagerström, C., et al. (2022) · Figshare · doi:10.6084/m9.figshare.21018948
Wu, J., Adams, C. E., He, X., Qi, F., & Xia, J. (2024) · Figshare · doi:10.6084/m9.figshare.26624371
Quality of Life in Patients with Posterior Segment Eye Diseases
Khorrami‐Nejad, M., Narooie-Noori, F., Al-khafaji, Q., Hashemian, H., Balal, S., Dohlman, T. H., & Daya, S. M. (2026) · Journal of Ophthalmic and Vision Research · doi:10.18502/jovr.v21.18249
Wu, Y., Wang, Y., Xie, X., Xin, S., Ren, W., Zhao, Y., Chi, Z., & 陆勤康 (2026) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2026.1880885
Supportive care needs of patients with proliferative diabetic retinopathy: A qualitative study
Wang, Y., Xiang, W., Li, N., Zeng, J., Hu, Z., & Deng, Y. (2026) · International Journal of Nursing Studies Advances · doi:10.1016/j.ijnsa.2026.100688
- Authors
- Fenwick, E. K., Xie, J., Ratcliffe, J., Pesudovs, K., Finger, R. P., Wong, T. Y., & Lamoureux, E. L.
- Affiliations
- The University of Melbourne (AU)
- Flinders University (AU)
- Corresponding author
- Fenwick, Eva K.
- Xie, Jing
- Ratcliffe, Julie
- Pesudovs, Konrad
- Finger, Robert P.
- Wong, Tien Y.
- Lamoureux, Ecosse L.
- ORCID
- Venue
- Investigative Opthalmology & Visual Science
- Published
- 2012-02-13
- Volume
- 53
- Issue
- 2
- Pages
- 677
- ISSN
- 0146-0404 (ISSN-L)
- 1552-5783
- OpenAlex
- W2080326641
- Cited by
- 101
- References
- 49
- Citations by year
- 2026: 3 · 2025: 6 · 2024: 13 · 2023: 6 · 2022: 8 · 2021: 8 · 2020: 9 · 2019: 7 · 2018: 4 · 2017: 7 · 2016: 6 · 2015: 5 · 2014: 10 · 2013: 7 · 2012: 2
- FWCI
- 5.69
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Investigative Ophthalmology & Visual Science (publishedVersion)
- PubMed (publishedVersion)
- Adelaide Research & Scholarship (AR&S) (University of Adelaide) (submittedVersion)
- Flinders Academic Commons (Flinders University) (submittedVersion)
- Topics
- Health Sciences › Medicine › Ophthalmology › Retinal Diseases and Treatments
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Health Systems, Economic Evaluations, Quality of Life
- Health Sciences › Medicine › Ophthalmology › Ocular Diseases and Behçet’s Syndrome
- Keywords
- diabetic retinopathy, diabetic macular edema, health-related quality of life, type 1 diabetes, type 2 diabetes, EQ-5D, non-proliferative diabetic retinopathy, proliferative diabetic retinopathy, diabetes complications, body mass index, vision loss, comorbidities, utility measures, quantile regression, patient-reported outcomes
- MeSH terms
- Adult, Aged, Aged, 80 and over, Blindness, Cross-Sectional Studies, Diabetes Mellitus, Type 1, Diabetes Mellitus, Type 2, Diabetic Retinopathy, Female, Health Status, Humans, Macular Edema, Male, Middle Aged, Quality of Life, Surveys and Questionnaires, Risk Factors, Victoria
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