Inter-relationship between visual symptoms, activity limitation and psychological functioning in patients with diabetic retinopathy
Abstract
AIMS: We explored the direct and indirect impact of restrictions in daily living activities on the relationship between perceived visual symptoms associated with diabetic retinopathy (DR) and psychological functioning. METHODS: In this prospective, cross-sectional study, 514 tertiary patients with DR (mean age±SD, 60.4±12.6 years; 64% male) answered questions related to nine domains of DR-specific quality of life. These were classified into the following predictor, mediating and outcome variables: visual symptoms (predictor variable); activity limitation, driving, lighting, social restriction, inconvenience, mobility (mediating variables); and emotional distress and concerns (outcome variables). Direct and indirect relationships between study variables were assessed using path analysis, using interval-level person measures derived from Rasch analyses of the study questionnaires. RESULTS: We found no direct effect of DR-related visual symptoms on emotional distress or concerns. Rather, the association between visual symptoms and emotional distress was mediated (all p<0.05) by mobility (indirect effect=0.07), inconvenience (indirect effect=0.28), activity limitation (indirect effect=0.13) and social restriction (indirect effect=0.11). Similarly, the relationship between DR-related visual symptoms and concerns was mediated by inconvenience (indirect effect=0.36) and social restriction (indirect effect=0.11). Lighting and driving did not have a mediating role. CONCLUSIONS: The link between vision and psychological functioning outcomes such as emotional distress and concern is complex in patients with DR and mediated by limitations in daily living activities and social factors. Interventions to enhance daily functioning and social interaction may be effective in reducing emotional distress associated with DR-related vision impairment.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
DR patients are prone to adverse emotional reactions such as anxiety and depression.
“It is reported that DR patients are prone to adverse emotional reactions such as anxiety and depression.[6–8]”
Cites
Tabachnick, B. G., & Fidell, L. S. (1983) · Cited by 79,888 · 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
Cheung, N., Mitchell, P., & Wong, T. Y. (2010) · The Lancet · doi:10.1016/s0140-6736(09)62124-3 · Cited by 3,288 · see citing works
Self-citationA Rating Formulation for Ordered Response Categories
Andrich, D. (1978) · Psychometrika · doi:10.1007/bf02293814 · Cited by 2,984 · see citing works
Statistical Strategies for Small Sample Research
Hoyle, R. H. (1999) · Cited by 1,896 · see citing works
Structural Equation Modeling: Applications Using Mplus
Wang, J., & Wang, X. (2012) · Cited by 1,326 · see citing works
Rasch Analysis in the Human Sciences
Boone, W. J., Staver, J. R., & Yale, M. S. (2013) · Springer eBooks · doi:10.1007/978-94-007-6857-4 · Cited by 1,262 · see citing works
Geiser, C. (2012) · Cited by 564 · see citing works
Using Mplus for Structural Equation Modeling: A Researcher’s Guide
Kevin, K. E. (2015) · Sage eBooks · doi:10.4135/9781483381664 · Cited by 253 · see citing works
The determinants of participation in activities of daily living in people with impaired vision
Lamoureux, E. L., Hassell, J. B., & Keeffe, J. E. (2004) · American Journal of Ophthalmology · doi:10.1016/j.ajo.2003.08.003 · Cited by 246 · see citing works
Self-citationStephenson, M. T., & Holbert, R. L. (2003) · Communication Research · doi:10.1177/0093650203030003004 · Cited by 197 · see citing works
The impact of diabetic retinopathy: perspectives from patient focus groups
Coyne, K. S. (2004) · Family Practice · doi:10.1093/fampra/cmh417 · Cited by 165 · see citing works
Burden of illness of diabetic macular edema: literature review
Chen, E., Looman, M., Laouri, M., Gallagher, M., Nuys, K. V., Lakdawalla, D. N., & Fortuny, J. (2010) · Current Medical Research and Opinion · doi:10.1185/03007995.2010.482503 · Cited by 158 · 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-citationAssociation between diabetes-related eye complications and symptoms of anxiety and depression
Rees, G., Xie, J., Fenwick, E. K., Sturrock, B. A., Finger, R., Rogers, S. L., Lim, L., & Lamoureux, E. L. (2016) · JAMA Ophthalmology · doi:10.1001/jamaophthalmol.2016.2213 · Cited by 123 · see citing works
Self-citationVision-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
Self-citationFenwick, E., Pesudovs, K., Khadka, J., Dirani, M., Rees, G., Wong, T. Y., & Lamoureux, E. L. (2012) · Quality of Life Research · doi:10.1007/s11136-012-0110-1 · Cited by 109 · see citing works
Self-citationPoor Vision, Functioning, and Depressive Symptoms: A Test of the Activity Restriction Model
Bookwala, J., & Lawson, B. (2011) · The Gerontologist · doi:10.1093/geront/gnr051 · Cited by 108 · see citing works
The epidemiology of diabetes mellitus
Trevisan, R. (1998) · Nephrology Dialysis Transplantation · doi:10.1093/ndt/13.suppl_8.2 · Cited by 104 · 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
Self-citationThe relationship between diabetic retinopathy and psychosocial functioning: a systematic review
Khoo, K., Man, R. E. K., Rees, G., Gupta, P., Lamoureux, E. L., & Fenwick, E. K. (2019) · Quality of Life Research · doi:10.1007/s11136-019-02165-1 · Cited by 89 · see citing works
Self-citationDepressive symptoms and quality of life in people with age‐ related macular degeneration
Mathew, R. S., Delbaere, K., Lord, S. R., Beaumont, P., Vaegan, & Madigan, M. C. (2011) · Ophthalmic and Physiological Optics · doi:10.1111/j.1475-1313.2011.00848.x · Cited by 86 · see citing works
Wahl, H., Becker, S., Burmedi, D., & Schilling, O. K. (2004) · Psychology and Aging · doi:10.1037/0882-7974.19.1.235 · Cited by 86 · see citing works
Impact of Diabetic Retinopathy on Vision-Specific Function
Lamoureux, E. L., Tai, E. S., Thumboo, J., Kawasaki, R., Saw, S., Mitchell, P. L. R., & Wong, T. Y. (2010) · Ophthalmology · doi:10.1016/j.ophtha.2009.09.035 · Cited by 72 · see citing works
Self-citationBuono, M. D., Busato, R., Mazzetto, M., Paccagnella, B., Aleotti, F., Zanetti, O. O., Bianchetti, A., Trabucchi, M., & Leo, D. D. (1999) · International Journal of Geriatric Psychiatry · doi:10.1002/(sici)1099-1166(199911)14:11 · Cited by 65 · see citing works
Diabetic retinopathy and health-related quality of life
Davidov, E., Breitscheidel, L., Clouth, J., Reips, M., & Happich, M. (2008) · Graefe s Archive for Clinical and Experimental Ophthalmology · doi:10.1007/s00417-008-0960-y · Cited by 63 · see citing works
Physical Illness and Depression in Older Adults: A Handbook of Theory, Research, and Practice
(2000) · The Plenum Series in Social/Clinical Psychology · doi:10.1007/b107734 · Cited by 59 · see citing works
Evaluation of item candidates for a diabetic retinopathy quality of life item bank
Fenwick, E., Pesudovs, K., Khadka, J., Rees, G., Wong, T. Y., & Lamoureux, E. L. (2012) · Quality of Life Research · doi:10.1007/s11136-012-0307-3 · Cited by 43 · see citing works
Self-citationFenwick, E., Khadka, J., Pesudovs, K., Rees, G., Wong, T. Y., & Lamoureux, E. L. (2017) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.16-20950 · Cited by 42 · see citing works
Self-citationGibbons, C., Thornton, E., Ealing, J., Shaw, P., Talbot, K., Tennant, A., & Young, C. (2013) · Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration · doi:10.3109/21678421.2013.799700 · Cited by 41 · see citing works
Sturrock, B. A., Xie, J., Holloway, E. E., Lamoureux, E. L., Keeffe, J. E., Fenwick, E., & Rees, G. (2015) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.14-16223 · Cited by 40 · see citing works
Self-citationLamoureux, 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
Self-citationThe Epidemiology of Eye Diseases in Diabetes
Wong, T. Y., & Klein, R. (2008) · doi:10.1002/9780470779750.ch30 · Cited by 26 · see citing works
Self-citationVisual symptomatology in patients with sight‐threatening diabetic retinopathy
Bailey, C., & Sparrow, J. M. (2001) · Diabetic Medicine · doi:10.1046/j.1464-5491.2001.00589.x · Cited by 22 · see citing works
Yeung, P., Towers, A., Grow, S. J. L., Philipp, M. C., Alpass, F., & Stephens, C. V. (2014) · Disability and Rehabilitation · doi:10.3109/09638288.2014.910559 · Cited by 19 · see citing works
Colour vision and dark adaptation in diabetic patients after photocoagulation
Mäntyjärvi, M. (1989) · Acta Ophthalmologica · doi:10.1111/j.1755-3768.1989.tb00738.x · Cited by 17 · see citing works
Coster, W. J., Haley, S. M., Jette, A. M., Tao, W., & Siebens, H. C. (2007) · Archives of Physical Medicine and Rehabilitation · doi:10.1016/j.apmr.2007.03.037 · Cited by 15 · see citing works
Gall, C., Brösel, D., & Sabel, B. A. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00584 · Cited by 13 · see citing works
Flagged first, then by citations
1 of the 39 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
The relationship between diabetic retinopathy and psychosocial functioning: a systematic review
Khoo, K., Man, R. E. K., Rees, G., Gupta, P., Lamoureux, E. L., & Fenwick, E. K. (2019) · Quality of Life Research · doi:10.1007/s11136-019-02165-1 · Cited by 89 · see citing works
Self-citationDiabetic Retinopathy in the Asia-Pacific
Chua, J., Lim, C. X. Y., Wong, T. Y., & Sabanayagam, C. (2017) · Asia-Pacific Journal of Ophthalmology · doi:10.22608/apo.2017511 · Cited by 86 · see citing works
Self-citationThe assessment and management of quality of life of older adults with diabetes mellitus
Kassem, L. S., & Aron, D. C. (2020) · Expert Review of Endocrinology & Metabolism · doi:10.1080/17446651.2020.1737520 · Cited by 35 · see citing works
Beyond Glucose: The Dual Assault of Oxidative and ER Stress in Diabetic Disorders
Roohi, T. F., Faizan, S., Parray, Z. A., Baig, M., Mehdi, S., Kinattingal, N., & Krishna, K. L. (2023) · High Blood Pressure & Cardiovascular Prevention · doi:10.1007/s40292-023-00611-3 · Cited by 26 · see citing works
Goldstein, J. E., Fenwick, E., Finger, R. P., Gothwal, V. K., Jackson, M. L., Lamoureux, E. L., Rees, G., & Massof, R. W. (2018) · Translational Vision Science & Technology · doi:10.1167/tvst.7.6.38 · Cited by 23 · see citing works
Self-citationZhang, M., Zhang, C., Chen, C., Liu, L., Liang, Y., Hong, Y., Chen, Y., & Shi, Y. (2023) · BMC Nursing · doi:10.1186/s12912-023-01206-y · Cited by 16 · see citing works
Neighborhood Makes or Breaks Active Ageing? Findings from Cross-Sectional Path Analysis
Gan, D. R. Y., Cheng, G. H. ‐., Ng, T. P., Gwee, X., Soh, C. Y., Fung, J. C., & Cho, I. S. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19063695 · Cited by 15 · see citing works
Self-citationComplementary Approaches to Retinal Health Focusing on Diabetic Retinopathy
Rák, T., Kovács-Valasek, A., Pöstyéni, E., Csutak, A., & Gabriel, R. (2023) · Cells · doi:10.3390/cells12232699 · Cited by 13 · see citing works
Zhang, M., Zhang, X., Yang, Y., Weng, Y., Chen, X., Chen, Y., & Shi, Y. (2024) · Psychology Research and Behavior Management · doi:10.2147/prbm.s455535 · Cited by 12 · see citing works
Disease perception and experience in people with diabetic retinopathy: A qualitative study
Fan, C., Liu, Y., Huai, B., Sheng, Y., Wu, T., Gao, W., Chen, H., Wang, H., & Wang, Y. (2022) · Nursing Open · doi:10.1002/nop2.1462 · 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
Trento, M., Charrier, L., Cavallo, F., Bertello, S., Oleandri, S. E., Donati, M. C., Rizzo, S., Virgili, G., Picca, G., Bandello, F. M., et al. (2019) · Acta Diabetologica · doi:10.1007/s00592-019-01384-9 · Cited by 7 · 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
Qin, S., Huang, L., Zhou, J., Wang, H., Li, Q., Wu, H., & Wu, J. (2021) · International Journal of General Medicine · doi:10.2147/ijgm.s330726 · Cited by 7 · see citing works
Cui, Y., Mao, Y., Tang, M., Zhu, J., & Yao, H. (2025) · Psychology Research and Behavior Management · doi:10.2147/prbm.s518602 · Cited by 4 · see citing works
Wirkkala, J., Kubin, A., Ohtonen, P. P., Falck, A. A. K., & Hautala, N. M. (2023) · Journal of Diabetes and its Complications · doi:10.1016/j.jdiacomp.2023.108408 · Cited by 3 · see citing works
Wirkkala, J., Ikäheimo, R., Kubin, A., Ohtonen, P. P., & Hautala, N. M. (2025) · Journal of Clinical Medicine · doi:10.3390/jcm14217779 · Cited by 2 · see citing works
Rofail, D., Sherman, S. A., Hartford, C., Levine, A. A., Baldasaro, J., Marquis, P., Rao, R., & Diana, V. (2023) · Advances in Therapy · doi:10.1007/s12325-023-02447-8 · Cited by 2 · see citing works
Shao, Z., Huang, C., Zhang, Y., Li, S., Wang, D., Wang, Y., Lin, H.-R., Sun, X., Zhou, F., & Li, J. (2022) · Research Square · doi:10.21203/rs.3.rs-327015/v2 · Cited by 1 · see citing works
Shao, Z., Huang, C., Zhang, Y., Li, S., Wang, D., Wang, Y., Lin, H.-R., Sun, X., Zhou, F., & Li, J. (2021) · Research Square · doi:10.21203/rs.3.rs-327015/v1
Zhang, M., Zhang, C., Chen, C., Liu, L., Liang, Y., Hong, Y., Chen, Y., & Shi, Y. (2023) · Figshare · doi:10.6084/m9.figshare.22619362
Zhang, X., Wang, X., Zhu, H., Yu, H., Fu, L., Shu, W., Ye, X., Lim, Z., Saeed, S., Nguyen, H. L., et al. (2026) · Progress in Retinal and Eye Research · doi:10.1016/j.preteyeres.2026.101467
Gou, Z., & li, Z. (2026) · Archives of Gerontology and Geriatrics Plus · doi:10.1016/j.aggp.2026.100308
- Authors
- Fenwick, E. K., Cheng, G. H.-L., Man, R. E. K., Khadka, J., Rees, G., Wong, T. Y., Pesudovs, K., & Lamoureux, E. L.
- Affiliations
- The University of Melbourne (AU)
- National University of Singapore (SG)
- Singapore National Eye Center (SG)
- Flinders University (AU)
- Corresponding author
- Lamoureux, Ecosse Luc
- ORCID
- Venue
- British Journal of Ophthalmology
- Publisher
- BMJ
- Published
- 2017-09-19
- Volume
- 102
- Issue
- 7
- Pages
- 948-953
- ISSN
- 0007-1161 (ISSN-L)
- 1468-2079
- OpenAlex
- W2755582624
- Cited by
- 23
- References
- 39
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 1 · 2023: 6 · 2022: 3 · 2021: 3 · 2020: 1 · 2019: 2 · 2018: 1 · 2017: 1
- FWCI
- 1.33
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- British Journal of Ophthalmology (publishedVersion)
- PubMed (publishedVersion)
- Adelaide Research & Scholarship (AR&S) (University of Adelaide) (submittedVersion)
- HighWire Press Open Archive (submittedVersion)
- Funders
- National Health and Medical Research Council
- Royal Victorian Eye and Ear Hospital
- Novartis Pharmaceuticals Corporation
- Topics
- Health Sciences › Medicine › Ophthalmology › Retinal Diseases and Treatments
- Health Sciences › Medicine › Epidemiology › Ophthalmology and Visual Impairment Studies
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Keywords
- diabetic retinopathy, visual disturbances, activity limitation, psychological functioning, emotional distress, concern, quality of life, mobility (physical function), social restrictions, inconvenience, driving, lighting, mediation, visual impairment
- MeSH terms
- Activities of Daily Living, Aged, Cross-Sectional Studies, Diabetic Retinopathy, Female, Humans, Male, Middle Aged, Prospective Studies, Psychometrics, Quality of Life, Surveys and Questionnaires, Vision Disorders, Visual Acuity, Sickness Impact Profile
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review