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Medical costs associated with chronic kidney disease progression in an Asian population with type 2 diabetes mellitus
ABSTRACT Aim We aim to examine difference in incremental direct medical costs between non‐progressive and progressive chronic kidney disease (CKD) in type 2 diabetes mellitus (T2DM) in Singapore. Methods This was a prospective study on 676 patients with T2DM attending a diabetes centre in a regional...
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Published in: | Nephrology (Carlton, Vic.) Vic.), 2019-05, Vol.24 (5), p.534-541 |
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creator | Low, Serena Lim, Su C Zhang, Xiao Wang, Jiexun Yeo, Su J D Yeoh, Lee Y Liu, Yan L Subramaniam, Tavintharan Sum, Chee F |
description | ABSTRACT
Aim
We aim to examine difference in incremental direct medical costs between non‐progressive and progressive chronic kidney disease (CKD) in type 2 diabetes mellitus (T2DM) in Singapore.
Methods
This was a prospective study on 676 patients with T2DM attending a diabetes centre in a regional hospital. Annual direct medical costs were extracted from the administrative database. Ordinary least squares regression was used to estimate contribution of CKD progression to annual costs, adjusting for demographics and baseline clinical covariates.
Results
Over mean follow‐up period of 2.8 ± 0.4 years, 266 (39.3%) had CKD progression. The excess total follow‐up medical costs from baseline was S$4243 higher in progressors compared to non‐progressors (P = 0.002). The mean cost differential between the two groups increased from S$2799 in Stages G1–G2 to S$11180 in Stage G4. Inpatient cost accounted for 63.4% of total cost of progression. When stratified by glomerular filtration rate stages, the respective total mean annual costs at stages glomerular filtration rate Stages G3a–G3b and G4 were S$3290 (132%; P = 0.001) and S$4416 (135%; P = 0.011) higher post‐progression.
Conclusion
Chronic kidney disease progression in T2DM is associated with high medical costs. The cost of progression is higher with higher severity of CKD stage at baseline and could be largely driven by inpatient admission.
Summary at a Glance
In this analysis of direct medical costs for chronic kidney disease in type 2 diabetes mellitus (T2DM) in Singapore, the authors found CKD progression in T2DM to be associated with high medical costs. The cost of progression was higher with higher severity of CKD stage at baseline and could be largely driven by hospitalization. |
doi_str_mv | 10.1111/nep.13478 |
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fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2093310259</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2210718399</sourcerecordid><originalsourceid>FETCH-LOGICAL-c3538-86a3a21775b37f1fe49ab783b91735bd87b1c82b9bd2fd4bc605489c19dc7a693</originalsourceid><addsrcrecordid>eNp1kUtv1TAQhS0Eog9Y8AeQJTawSOuxk2t7WVWFIpXHAtaWHxPqkhuHTKLq_nt8ewsLJGbhGVnfHB3NYewViDOodT7idAaq1eYJO4a2FQ1oq5_WWUnRdKozR-yE6E4I0HIDz9mREtCCUeqYrZ8w5egHHgstxD1RidkvmPh9Xm55vJ3LmCP_mdOIO54yoSfk01x-zEiUy8jzyP3ILyjXdyrTOvhl__2wvuwm5LKu-YALEt_iMORlpRfsWe8HwpeP_ZR9f3_17fK6ufny4ePlxU0TVadMYzZeeQlad0HpHnpsrQ_aqGBBqy4kowNEI4MNSfapDXEjutbYCDZF7TdWnbK3B91q-NeKtLhtplhN-BHLSk4KqxQI2e3RN_-gd2Wdx-rOSQlC13PZPfXuQMW5EM3Yu2nOWz_vHAi3z8LVLNxDFpV9_ai4hi2mv-Sf41fg_ADc5wF3_1dyn6--HiR_A_z3k8Y</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2210718399</pqid></control><display><type>article</type><title>Medical costs associated with chronic kidney disease progression in an Asian population with type 2 diabetes mellitus</title><source>Wiley</source><creator>Low, Serena ; Lim, Su C ; Zhang, Xiao ; Wang, Jiexun ; Yeo, Su J D ; Yeoh, Lee Y ; Liu, Yan L ; Subramaniam, Tavintharan ; Sum, Chee F</creator><creatorcontrib>Low, Serena ; Lim, Su C ; Zhang, Xiao ; Wang, Jiexun ; Yeo, Su J D ; Yeoh, Lee Y ; Liu, Yan L ; Subramaniam, Tavintharan ; Sum, Chee F</creatorcontrib><description>ABSTRACT
Aim
We aim to examine difference in incremental direct medical costs between non‐progressive and progressive chronic kidney disease (CKD) in type 2 diabetes mellitus (T2DM) in Singapore.
Methods
This was a prospective study on 676 patients with T2DM attending a diabetes centre in a regional hospital. Annual direct medical costs were extracted from the administrative database. Ordinary least squares regression was used to estimate contribution of CKD progression to annual costs, adjusting for demographics and baseline clinical covariates.
Results
Over mean follow‐up period of 2.8 ± 0.4 years, 266 (39.3%) had CKD progression. The excess total follow‐up medical costs from baseline was S$4243 higher in progressors compared to non‐progressors (P = 0.002). The mean cost differential between the two groups increased from S$2799 in Stages G1–G2 to S$11180 in Stage G4. Inpatient cost accounted for 63.4% of total cost of progression. When stratified by glomerular filtration rate stages, the respective total mean annual costs at stages glomerular filtration rate Stages G3a–G3b and G4 were S$3290 (132%; P = 0.001) and S$4416 (135%; P = 0.011) higher post‐progression.
Conclusion
Chronic kidney disease progression in T2DM is associated with high medical costs. The cost of progression is higher with higher severity of CKD stage at baseline and could be largely driven by inpatient admission.
Summary at a Glance
In this analysis of direct medical costs for chronic kidney disease in type 2 diabetes mellitus (T2DM) in Singapore, the authors found CKD progression in T2DM to be associated with high medical costs. The cost of progression was higher with higher severity of CKD stage at baseline and could be largely driven by hospitalization.</description><identifier>ISSN: 1320-5358</identifier><identifier>EISSN: 1440-1797</identifier><identifier>DOI: 10.1111/nep.13478</identifier><identifier>PMID: 30141833</identifier><language>eng</language><publisher>Melbourne: John Wiley & Sons Australia, Ltd</publisher><subject>Aged ; Costs ; Demography ; Diabetes ; Diabetes mellitus ; Diabetes mellitus (non-insulin dependent) ; Diabetes Mellitus, Type 2 - diagnosis ; Diabetes Mellitus, Type 2 - economics ; Diabetes Mellitus, Type 2 - epidemiology ; Diabetes Mellitus, Type 2 - therapy ; Diabetic Nephropathies - diagnosis ; Diabetic Nephropathies - economics ; Diabetic Nephropathies - epidemiology ; Diabetic Nephropathies - therapy ; Disease Progression ; Female ; Glomerular filtration rate ; Health Care Costs ; Hospital Costs ; Hospitalization - economics ; Humans ; kidney disease ; Kidney diseases ; Male ; Middle Aged ; Prospective Studies ; Renal Insufficiency, Chronic - diagnosis ; Renal Insufficiency, Chronic - economics ; Renal Insufficiency, Chronic - epidemiology ; Renal Insufficiency, Chronic - therapy ; Severity of Illness Index ; Singapore - epidemiology ; Time Factors ; type 2 diabetes mellitus</subject><ispartof>Nephrology (Carlton, Vic.), 2019-05, Vol.24 (5), p.534-541</ispartof><rights>2018 Asian Pacific Society of Nephrology</rights><rights>2018 Asian Pacific Society of Nephrology.</rights><rights>2019 Asian Pacific Society of Nephrology</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3538-86a3a21775b37f1fe49ab783b91735bd87b1c82b9bd2fd4bc605489c19dc7a693</citedby><cites>FETCH-LOGICAL-c3538-86a3a21775b37f1fe49ab783b91735bd87b1c82b9bd2fd4bc605489c19dc7a693</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30141833$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Low, Serena</creatorcontrib><creatorcontrib>Lim, Su C</creatorcontrib><creatorcontrib>Zhang, Xiao</creatorcontrib><creatorcontrib>Wang, Jiexun</creatorcontrib><creatorcontrib>Yeo, Su J D</creatorcontrib><creatorcontrib>Yeoh, Lee Y</creatorcontrib><creatorcontrib>Liu, Yan L</creatorcontrib><creatorcontrib>Subramaniam, Tavintharan</creatorcontrib><creatorcontrib>Sum, Chee F</creatorcontrib><title>Medical costs associated with chronic kidney disease progression in an Asian population with type 2 diabetes mellitus</title><title>Nephrology (Carlton, Vic.)</title><addtitle>Nephrology (Carlton)</addtitle><description>ABSTRACT
Aim
We aim to examine difference in incremental direct medical costs between non‐progressive and progressive chronic kidney disease (CKD) in type 2 diabetes mellitus (T2DM) in Singapore.
Methods
This was a prospective study on 676 patients with T2DM attending a diabetes centre in a regional hospital. Annual direct medical costs were extracted from the administrative database. Ordinary least squares regression was used to estimate contribution of CKD progression to annual costs, adjusting for demographics and baseline clinical covariates.
Results
Over mean follow‐up period of 2.8 ± 0.4 years, 266 (39.3%) had CKD progression. The excess total follow‐up medical costs from baseline was S$4243 higher in progressors compared to non‐progressors (P = 0.002). The mean cost differential between the two groups increased from S$2799 in Stages G1–G2 to S$11180 in Stage G4. Inpatient cost accounted for 63.4% of total cost of progression. When stratified by glomerular filtration rate stages, the respective total mean annual costs at stages glomerular filtration rate Stages G3a–G3b and G4 were S$3290 (132%; P = 0.001) and S$4416 (135%; P = 0.011) higher post‐progression.
Conclusion
Chronic kidney disease progression in T2DM is associated with high medical costs. The cost of progression is higher with higher severity of CKD stage at baseline and could be largely driven by inpatient admission.
Summary at a Glance
In this analysis of direct medical costs for chronic kidney disease in type 2 diabetes mellitus (T2DM) in Singapore, the authors found CKD progression in T2DM to be associated with high medical costs. The cost of progression was higher with higher severity of CKD stage at baseline and could be largely driven by hospitalization.</description><subject>Aged</subject><subject>Costs</subject><subject>Demography</subject><subject>Diabetes</subject><subject>Diabetes mellitus</subject><subject>Diabetes mellitus (non-insulin dependent)</subject><subject>Diabetes Mellitus, Type 2 - diagnosis</subject><subject>Diabetes Mellitus, Type 2 - economics</subject><subject>Diabetes Mellitus, Type 2 - epidemiology</subject><subject>Diabetes Mellitus, Type 2 - therapy</subject><subject>Diabetic Nephropathies - diagnosis</subject><subject>Diabetic Nephropathies - economics</subject><subject>Diabetic Nephropathies - epidemiology</subject><subject>Diabetic Nephropathies - therapy</subject><subject>Disease Progression</subject><subject>Female</subject><subject>Glomerular filtration rate</subject><subject>Health Care Costs</subject><subject>Hospital Costs</subject><subject>Hospitalization - economics</subject><subject>Humans</subject><subject>kidney disease</subject><subject>Kidney diseases</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Prospective Studies</subject><subject>Renal Insufficiency, Chronic - diagnosis</subject><subject>Renal Insufficiency, Chronic - economics</subject><subject>Renal Insufficiency, Chronic - epidemiology</subject><subject>Renal Insufficiency, Chronic - therapy</subject><subject>Severity of Illness Index</subject><subject>Singapore - epidemiology</subject><subject>Time Factors</subject><subject>type 2 diabetes mellitus</subject><issn>1320-5358</issn><issn>1440-1797</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNp1kUtv1TAQhS0Eog9Y8AeQJTawSOuxk2t7WVWFIpXHAtaWHxPqkhuHTKLq_nt8ewsLJGbhGVnfHB3NYewViDOodT7idAaq1eYJO4a2FQ1oq5_WWUnRdKozR-yE6E4I0HIDz9mREtCCUeqYrZ8w5egHHgstxD1RidkvmPh9Xm55vJ3LmCP_mdOIO54yoSfk01x-zEiUy8jzyP3ILyjXdyrTOvhl__2wvuwm5LKu-YALEt_iMORlpRfsWe8HwpeP_ZR9f3_17fK6ufny4ePlxU0TVadMYzZeeQlad0HpHnpsrQ_aqGBBqy4kowNEI4MNSfapDXEjutbYCDZF7TdWnbK3B91q-NeKtLhtplhN-BHLSk4KqxQI2e3RN_-gd2Wdx-rOSQlC13PZPfXuQMW5EM3Yu2nOWz_vHAi3z8LVLNxDFpV9_ai4hi2mv-Sf41fg_ADc5wF3_1dyn6--HiR_A_z3k8Y</recordid><startdate>201905</startdate><enddate>201905</enddate><creator>Low, Serena</creator><creator>Lim, Su C</creator><creator>Zhang, Xiao</creator><creator>Wang, Jiexun</creator><creator>Yeo, Su J D</creator><creator>Yeoh, Lee Y</creator><creator>Liu, Yan L</creator><creator>Subramaniam, Tavintharan</creator><creator>Sum, Chee F</creator><general>John Wiley & Sons Australia, Ltd</general><general>Wiley Subscription Services, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QP</scope><scope>7X8</scope></search><sort><creationdate>201905</creationdate><title>Medical costs associated with chronic kidney disease progression in an Asian population with type 2 diabetes mellitus</title><author>Low, Serena ; Lim, Su C ; Zhang, Xiao ; Wang, Jiexun ; Yeo, Su J D ; Yeoh, Lee Y ; Liu, Yan L ; Subramaniam, Tavintharan ; Sum, Chee F</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3538-86a3a21775b37f1fe49ab783b91735bd87b1c82b9bd2fd4bc605489c19dc7a693</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Aged</topic><topic>Costs</topic><topic>Demography</topic><topic>Diabetes</topic><topic>Diabetes mellitus</topic><topic>Diabetes mellitus (non-insulin dependent)</topic><topic>Diabetes Mellitus, Type 2 - diagnosis</topic><topic>Diabetes Mellitus, Type 2 - economics</topic><topic>Diabetes Mellitus, Type 2 - epidemiology</topic><topic>Diabetes Mellitus, Type 2 - therapy</topic><topic>Diabetic Nephropathies - diagnosis</topic><topic>Diabetic Nephropathies - economics</topic><topic>Diabetic Nephropathies - epidemiology</topic><topic>Diabetic Nephropathies - therapy</topic><topic>Disease Progression</topic><topic>Female</topic><topic>Glomerular filtration rate</topic><topic>Health Care Costs</topic><topic>Hospital Costs</topic><topic>Hospitalization - economics</topic><topic>Humans</topic><topic>kidney disease</topic><topic>Kidney diseases</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Prospective Studies</topic><topic>Renal Insufficiency, Chronic - diagnosis</topic><topic>Renal Insufficiency, Chronic - economics</topic><topic>Renal Insufficiency, Chronic - epidemiology</topic><topic>Renal Insufficiency, Chronic - therapy</topic><topic>Severity of Illness Index</topic><topic>Singapore - epidemiology</topic><topic>Time Factors</topic><topic>type 2 diabetes mellitus</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Low, Serena</creatorcontrib><creatorcontrib>Lim, Su C</creatorcontrib><creatorcontrib>Zhang, Xiao</creatorcontrib><creatorcontrib>Wang, Jiexun</creatorcontrib><creatorcontrib>Yeo, Su J D</creatorcontrib><creatorcontrib>Yeoh, Lee Y</creatorcontrib><creatorcontrib>Liu, Yan L</creatorcontrib><creatorcontrib>Subramaniam, Tavintharan</creatorcontrib><creatorcontrib>Sum, Chee F</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Nephrology (Carlton, Vic.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Low, Serena</au><au>Lim, Su C</au><au>Zhang, Xiao</au><au>Wang, Jiexun</au><au>Yeo, Su J D</au><au>Yeoh, Lee Y</au><au>Liu, Yan L</au><au>Subramaniam, Tavintharan</au><au>Sum, Chee F</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Medical costs associated with chronic kidney disease progression in an Asian population with type 2 diabetes mellitus</atitle><jtitle>Nephrology (Carlton, Vic.)</jtitle><addtitle>Nephrology (Carlton)</addtitle><date>2019-05</date><risdate>2019</risdate><volume>24</volume><issue>5</issue><spage>534</spage><epage>541</epage><pages>534-541</pages><issn>1320-5358</issn><eissn>1440-1797</eissn><abstract>ABSTRACT
Aim
We aim to examine difference in incremental direct medical costs between non‐progressive and progressive chronic kidney disease (CKD) in type 2 diabetes mellitus (T2DM) in Singapore.
Methods
This was a prospective study on 676 patients with T2DM attending a diabetes centre in a regional hospital. Annual direct medical costs were extracted from the administrative database. Ordinary least squares regression was used to estimate contribution of CKD progression to annual costs, adjusting for demographics and baseline clinical covariates.
Results
Over mean follow‐up period of 2.8 ± 0.4 years, 266 (39.3%) had CKD progression. The excess total follow‐up medical costs from baseline was S$4243 higher in progressors compared to non‐progressors (P = 0.002). The mean cost differential between the two groups increased from S$2799 in Stages G1–G2 to S$11180 in Stage G4. Inpatient cost accounted for 63.4% of total cost of progression. When stratified by glomerular filtration rate stages, the respective total mean annual costs at stages glomerular filtration rate Stages G3a–G3b and G4 were S$3290 (132%; P = 0.001) and S$4416 (135%; P = 0.011) higher post‐progression.
Conclusion
Chronic kidney disease progression in T2DM is associated with high medical costs. The cost of progression is higher with higher severity of CKD stage at baseline and could be largely driven by inpatient admission.
Summary at a Glance
In this analysis of direct medical costs for chronic kidney disease in type 2 diabetes mellitus (T2DM) in Singapore, the authors found CKD progression in T2DM to be associated with high medical costs. The cost of progression was higher with higher severity of CKD stage at baseline and could be largely driven by hospitalization.</abstract><cop>Melbourne</cop><pub>John Wiley & Sons Australia, Ltd</pub><pmid>30141833</pmid><doi>10.1111/nep.13478</doi><tpages>541</tpages></addata></record> |
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subjects | Aged Costs Demography Diabetes Diabetes mellitus Diabetes mellitus (non-insulin dependent) Diabetes Mellitus, Type 2 - diagnosis Diabetes Mellitus, Type 2 - economics Diabetes Mellitus, Type 2 - epidemiology Diabetes Mellitus, Type 2 - therapy Diabetic Nephropathies - diagnosis Diabetic Nephropathies - economics Diabetic Nephropathies - epidemiology Diabetic Nephropathies - therapy Disease Progression Female Glomerular filtration rate Health Care Costs Hospital Costs Hospitalization - economics Humans kidney disease Kidney diseases Male Middle Aged Prospective Studies Renal Insufficiency, Chronic - diagnosis Renal Insufficiency, Chronic - economics Renal Insufficiency, Chronic - epidemiology Renal Insufficiency, Chronic - therapy Severity of Illness Index Singapore - epidemiology Time Factors type 2 diabetes mellitus |
title | Medical costs associated with chronic kidney disease progression in an Asian population with type 2 diabetes mellitus |
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