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Direct medical cost associated with diabetic retinopathy severity in type 2 diabetes in Singapore
Diabetic retinopathy (DR) is a leading cause of vision-loss globally among type 2 diabetes (T2DM) patients. Information on the economic burden of DR in Singapore is limited. We aim to identify the total annual direct medical costs of DR at different stages, and to examine factors influencing the cos...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5507311/ https://www.ncbi.nlm.nih.gov/pubmed/28700742 http://dx.doi.org/10.1371/journal.pone.0180949 |
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author | Zhang, Xiao Low, Serena Kumari, Neelam Wang, Jiexun Ang, Keven Yeo, Darren Yip, Chee Chew Tavintharan, Subramaniam Sum, Chee Fang Lim, Su Chi |
author_facet | Zhang, Xiao Low, Serena Kumari, Neelam Wang, Jiexun Ang, Keven Yeo, Darren Yip, Chee Chew Tavintharan, Subramaniam Sum, Chee Fang Lim, Su Chi |
author_sort | Zhang, Xiao |
collection | PubMed |
description | Diabetic retinopathy (DR) is a leading cause of vision-loss globally among type 2 diabetes (T2DM) patients. Information on the economic burden of DR in Singapore is limited. We aim to identify the total annual direct medical costs of DR at different stages, and to examine factors influencing the costs. Four hundreds and seventy T2DM patients who attended the Diabetes Centre in a secondary hospital in Singapore in 2011–2014 were included. Digital color fundus photographs were assessed for DR in a masked fashion. Retinopathy severity was further categorized into non-proliferative DR (NPDR), including mild, moderate and severe NPDR, and proliferative DR (PDR). Medical costs were assessed using hospital administrative data. DR was diagnosed in 172 (39.5%) patients, including 51 mild, 62 moderate and 18 severe NPDR, and 41 PDR. The median cost in DR [2012.0 (1111.2–4192.3)] was significantly higher than that in non-DR patients [1158.1 (724.1–1838.9)] (p<0.001). The corresponding costs for mild, moderate, severe NPDR and PDR were [1167.1 (895.4–2012.0)], [2212.0 (1215.5–3825.5)], [2717.5 (1444.0–6310.7)], and [3594.8.1 (1978.4–8427.7)], respectively. After adjustment, the corresponding cost ratios for mild, moderate, severe NPDR, and PDR relative to non-DR were 1.1 (p = 0.827), 1.8 (p = 0.003), 2.0 (p = 0.031) and 2.3 (p<0.001), respectively. The other factors affecting the total cost include smoking (ratio = 1.7, p = 0.019), neuropathy (ratio = 1.9, p = 0.001) and chronic kidney disease (CKD) (ratio = 1.4, p = 0.019). The presence and severity of DR was associated with increased direct medical costs in T2DM. Our results suggest that preventing progression of DR may reduce the economic burden of DR. |
format | Online Article Text |
id | pubmed-5507311 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-55073112017-07-25 Direct medical cost associated with diabetic retinopathy severity in type 2 diabetes in Singapore Zhang, Xiao Low, Serena Kumari, Neelam Wang, Jiexun Ang, Keven Yeo, Darren Yip, Chee Chew Tavintharan, Subramaniam Sum, Chee Fang Lim, Su Chi PLoS One Research Article Diabetic retinopathy (DR) is a leading cause of vision-loss globally among type 2 diabetes (T2DM) patients. Information on the economic burden of DR in Singapore is limited. We aim to identify the total annual direct medical costs of DR at different stages, and to examine factors influencing the costs. Four hundreds and seventy T2DM patients who attended the Diabetes Centre in a secondary hospital in Singapore in 2011–2014 were included. Digital color fundus photographs were assessed for DR in a masked fashion. Retinopathy severity was further categorized into non-proliferative DR (NPDR), including mild, moderate and severe NPDR, and proliferative DR (PDR). Medical costs were assessed using hospital administrative data. DR was diagnosed in 172 (39.5%) patients, including 51 mild, 62 moderate and 18 severe NPDR, and 41 PDR. The median cost in DR [2012.0 (1111.2–4192.3)] was significantly higher than that in non-DR patients [1158.1 (724.1–1838.9)] (p<0.001). The corresponding costs for mild, moderate, severe NPDR and PDR were [1167.1 (895.4–2012.0)], [2212.0 (1215.5–3825.5)], [2717.5 (1444.0–6310.7)], and [3594.8.1 (1978.4–8427.7)], respectively. After adjustment, the corresponding cost ratios for mild, moderate, severe NPDR, and PDR relative to non-DR were 1.1 (p = 0.827), 1.8 (p = 0.003), 2.0 (p = 0.031) and 2.3 (p<0.001), respectively. The other factors affecting the total cost include smoking (ratio = 1.7, p = 0.019), neuropathy (ratio = 1.9, p = 0.001) and chronic kidney disease (CKD) (ratio = 1.4, p = 0.019). The presence and severity of DR was associated with increased direct medical costs in T2DM. Our results suggest that preventing progression of DR may reduce the economic burden of DR. Public Library of Science 2017-07-10 /pmc/articles/PMC5507311/ /pubmed/28700742 http://dx.doi.org/10.1371/journal.pone.0180949 Text en © 2017 Zhang et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Zhang, Xiao Low, Serena Kumari, Neelam Wang, Jiexun Ang, Keven Yeo, Darren Yip, Chee Chew Tavintharan, Subramaniam Sum, Chee Fang Lim, Su Chi Direct medical cost associated with diabetic retinopathy severity in type 2 diabetes in Singapore |
title | Direct medical cost associated with diabetic retinopathy severity in type 2 diabetes in Singapore |
title_full | Direct medical cost associated with diabetic retinopathy severity in type 2 diabetes in Singapore |
title_fullStr | Direct medical cost associated with diabetic retinopathy severity in type 2 diabetes in Singapore |
title_full_unstemmed | Direct medical cost associated with diabetic retinopathy severity in type 2 diabetes in Singapore |
title_short | Direct medical cost associated with diabetic retinopathy severity in type 2 diabetes in Singapore |
title_sort | direct medical cost associated with diabetic retinopathy severity in type 2 diabetes in singapore |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5507311/ https://www.ncbi.nlm.nih.gov/pubmed/28700742 http://dx.doi.org/10.1371/journal.pone.0180949 |
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