Economic simulation of canagliflozin and sitagliptin treatment outcomes in patients with type 2 diabetes mellitus with inadequate glycemic control
Abstract Objectives: This study examines the association between changes in diabetes-related quality measures (QMs) (HbA1c, systolic and diastolic blood pressure [BP], low-density lipoprotein cholesterol [LDL-C], and body weight) and healthcare costs in Type 2 diabetes mellitus (T2DM) patients. It a...
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Veröffentlicht in: | Journal of medical economics 2015-02, Vol.18 (2), p.113-125 |
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creator | Lafeuille, Marie-Hélène Grittner, Amanda Melina Gravel, Jonathan Bailey, Robert A Martin, Silas Garber, Lawrence Duh, Mei Sheng Lefebvre, Patrick |
description | Abstract
Objectives:
This study examines the association between changes in diabetes-related quality measures (QMs) (HbA1c, systolic and diastolic blood pressure [BP], low-density lipoprotein cholesterol [LDL-C], and body weight) and healthcare costs in Type 2 diabetes mellitus (T2DM) patients. It also performs an economic simulation that evaluates the cost implications of the changes in QMs and of the incidence rates (IRs) of adverse events (AEs) associated with canagliflozin (CANA) and sitagliptin (SITA) treatments in a real-world setting.
Methods:
Health-insurance claims and electronic medical records from the Reliant Medical Group database (2007-2011) were used to identify adult patients with T2DM receiving metformin and sulfonylurea who did not achieve adequate glycemic control. The association between the changes in QMs and healthcare costs was evaluated using multivariate regression and non-parametric bootstrap methods. AE-related costs were taken from the literature. The cost impact of CANA and SITA outcomes was evaluated using the aforementioned costs and the changes in QMs and the IRs of AEs observed in a recent phase 3 trial comparing CANA and SITA as third oral agent (DIA3015).
Results:
Eight hundred and fifty-six T2DM patients were identified (mean age = 65.8; female 45.4%). The regression analysis found that increases of 1 percentage point in HbA1C and 1% in systolic and diastolic BP, LDL-C, or weight were associated with a per patient per year (PPPY) cost increase of $4476 (p = 0.028) and $566 (p = 0.006), a decrease of $362 (p = 0.070) and $7 (p = 0.817), and an increase of $241 (p = 0.481), respectively. The economic simulation showed that changes in QMs and IRs of AEs equivalent to those reported in DIA3015 would be associated with a reduction in PPPY healthcare costs of $6061 (p = 0.036) for CANA and $2190 (p = 0.098) for SITA.
Conclusions:
This study suggests that integrated approaches that manage to control a combination of quality measures are most successful at reducing downstream healthcare costs. |
doi_str_mv | 10.3111/13696998.2014.980503 |
format | Article |
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Objectives:
This study examines the association between changes in diabetes-related quality measures (QMs) (HbA1c, systolic and diastolic blood pressure [BP], low-density lipoprotein cholesterol [LDL-C], and body weight) and healthcare costs in Type 2 diabetes mellitus (T2DM) patients. It also performs an economic simulation that evaluates the cost implications of the changes in QMs and of the incidence rates (IRs) of adverse events (AEs) associated with canagliflozin (CANA) and sitagliptin (SITA) treatments in a real-world setting.
Methods:
Health-insurance claims and electronic medical records from the Reliant Medical Group database (2007-2011) were used to identify adult patients with T2DM receiving metformin and sulfonylurea who did not achieve adequate glycemic control. The association between the changes in QMs and healthcare costs was evaluated using multivariate regression and non-parametric bootstrap methods. AE-related costs were taken from the literature. The cost impact of CANA and SITA outcomes was evaluated using the aforementioned costs and the changes in QMs and the IRs of AEs observed in a recent phase 3 trial comparing CANA and SITA as third oral agent (DIA3015).
Results:
Eight hundred and fifty-six T2DM patients were identified (mean age = 65.8; female 45.4%). The regression analysis found that increases of 1 percentage point in HbA1C and 1% in systolic and diastolic BP, LDL-C, or weight were associated with a per patient per year (PPPY) cost increase of $4476 (p = 0.028) and $566 (p = 0.006), a decrease of $362 (p = 0.070) and $7 (p = 0.817), and an increase of $241 (p = 0.481), respectively. The economic simulation showed that changes in QMs and IRs of AEs equivalent to those reported in DIA3015 would be associated with a reduction in PPPY healthcare costs of $6061 (p = 0.036) for CANA and $2190 (p = 0.098) for SITA.
Conclusions:
This study suggests that integrated approaches that manage to control a combination of quality measures are most successful at reducing downstream healthcare costs.</description><identifier>ISSN: 1369-6998</identifier><identifier>EISSN: 1941-837X</identifier><identifier>DOI: 10.3111/13696998.2014.980503</identifier><identifier>PMID: 25350645</identifier><language>eng</language><publisher>England: Informa UK Ltd</publisher><subject>Adolescent ; Adult ; Aged ; Blood Glucose ; Blood Pressure ; Body Weight ; Canagliflozin ; Canagliflozin - economics ; Canagliflozin - therapeutic use ; Cholesterol, LDL ; Comorbidity ; Computer Simulation ; Costs and Cost Analysis ; Diabetes Mellitus, Type 2 - complications ; Diabetes Mellitus, Type 2 - drug therapy ; Female ; Glycated Hemoglobin A ; HbA1c ; Healthcare costs ; Humans ; Hypoglycemic Agents - economics ; Hypoglycemic Agents - therapeutic use ; Insurance Claim Review ; LDL-C ; Male ; Middle Aged ; Models, Econometric ; Quality Indicators, Health Care ; Sitagliptin ; Sitagliptin Phosphate - economics ; Sitagliptin Phosphate - therapeutic use ; Type 2 diabetes mellitus ; Young Adult</subject><ispartof>Journal of medical economics, 2015-02, Vol.18 (2), p.113-125</ispartof><rights>2015 All rights reserved: reproduction in whole or part not permitted 2015</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c464t-924dbda46c5a1822f7f1815fcd3dbc90f75ce9788ee79225e2ade06ffb2594283</citedby><cites>FETCH-LOGICAL-c464t-924dbda46c5a1822f7f1815fcd3dbc90f75ce9788ee79225e2ade06ffb2594283</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25350645$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lafeuille, Marie-Hélène</creatorcontrib><creatorcontrib>Grittner, Amanda Melina</creatorcontrib><creatorcontrib>Gravel, Jonathan</creatorcontrib><creatorcontrib>Bailey, Robert A</creatorcontrib><creatorcontrib>Martin, Silas</creatorcontrib><creatorcontrib>Garber, Lawrence</creatorcontrib><creatorcontrib>Duh, Mei Sheng</creatorcontrib><creatorcontrib>Lefebvre, Patrick</creatorcontrib><title>Economic simulation of canagliflozin and sitagliptin treatment outcomes in patients with type 2 diabetes mellitus with inadequate glycemic control</title><title>Journal of medical economics</title><addtitle>J Med Econ</addtitle><description>Abstract
Objectives:
This study examines the association between changes in diabetes-related quality measures (QMs) (HbA1c, systolic and diastolic blood pressure [BP], low-density lipoprotein cholesterol [LDL-C], and body weight) and healthcare costs in Type 2 diabetes mellitus (T2DM) patients. It also performs an economic simulation that evaluates the cost implications of the changes in QMs and of the incidence rates (IRs) of adverse events (AEs) associated with canagliflozin (CANA) and sitagliptin (SITA) treatments in a real-world setting.
Methods:
Health-insurance claims and electronic medical records from the Reliant Medical Group database (2007-2011) were used to identify adult patients with T2DM receiving metformin and sulfonylurea who did not achieve adequate glycemic control. The association between the changes in QMs and healthcare costs was evaluated using multivariate regression and non-parametric bootstrap methods. AE-related costs were taken from the literature. The cost impact of CANA and SITA outcomes was evaluated using the aforementioned costs and the changes in QMs and the IRs of AEs observed in a recent phase 3 trial comparing CANA and SITA as third oral agent (DIA3015).
Results:
Eight hundred and fifty-six T2DM patients were identified (mean age = 65.8; female 45.4%). The regression analysis found that increases of 1 percentage point in HbA1C and 1% in systolic and diastolic BP, LDL-C, or weight were associated with a per patient per year (PPPY) cost increase of $4476 (p = 0.028) and $566 (p = 0.006), a decrease of $362 (p = 0.070) and $7 (p = 0.817), and an increase of $241 (p = 0.481), respectively. The economic simulation showed that changes in QMs and IRs of AEs equivalent to those reported in DIA3015 would be associated with a reduction in PPPY healthcare costs of $6061 (p = 0.036) for CANA and $2190 (p = 0.098) for SITA.
Conclusions:
This study suggests that integrated approaches that manage to control a combination of quality measures are most successful at reducing downstream healthcare costs.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Aged</subject><subject>Blood Glucose</subject><subject>Blood Pressure</subject><subject>Body Weight</subject><subject>Canagliflozin</subject><subject>Canagliflozin - economics</subject><subject>Canagliflozin - therapeutic use</subject><subject>Cholesterol, LDL</subject><subject>Comorbidity</subject><subject>Computer Simulation</subject><subject>Costs and Cost Analysis</subject><subject>Diabetes Mellitus, Type 2 - complications</subject><subject>Diabetes Mellitus, Type 2 - drug therapy</subject><subject>Female</subject><subject>Glycated Hemoglobin A</subject><subject>HbA1c</subject><subject>Healthcare costs</subject><subject>Humans</subject><subject>Hypoglycemic Agents - economics</subject><subject>Hypoglycemic Agents - therapeutic use</subject><subject>Insurance Claim Review</subject><subject>LDL-C</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Models, Econometric</subject><subject>Quality Indicators, Health Care</subject><subject>Sitagliptin</subject><subject>Sitagliptin Phosphate - economics</subject><subject>Sitagliptin Phosphate - therapeutic use</subject><subject>Type 2 diabetes mellitus</subject><subject>Young Adult</subject><issn>1369-6998</issn><issn>1941-837X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kc9u3CAQxlHVqonSvEFVcezFW8Bgm0urKkr_SJF6aaXeEMZDlgiDA1jR5jH6xMXaTaVewgWY-c3Mp_kQekvJrqWUfqBtJzsphx0jlO_kQARpX6BzKjlthrb__bK-K9JszBm6zPmO1NO2lPT0NTpjohWk4-Ic_bk2McTZGZzdvHpdXAw4Wmx00LfeWR8fXcA6TDVftshS6r8k0GWGUHBci4kzZFyjS62usYwfXNnjclgAMzw5PUKpwAzeu7Kesi7oCe5XXQDf-oOBTUFVUlL0b9Arq32Gy9N9gX59uf559a25-fH1-9Xnm8bwjpdGMj6Nk-adEZoOjNne0oEKa6Z2Go0kthcGZD8MAL1kTACrE0ln7ciE5GxoL9D7Y98lxfsVclGzy6aq1AHimhXtREe44IJWlB9Rk2LOCaxakpt1OihK1GaIejJEbYaooyG17N1pwjrOMP0relp_BT4dARdsTLN-iMlPquiDj8kmHYzLtf3zIz7-12EP2pe90QnUXVxTqAt8XuNfPCaxxg</recordid><startdate>201502</startdate><enddate>201502</enddate><creator>Lafeuille, Marie-Hélène</creator><creator>Grittner, Amanda Melina</creator><creator>Gravel, Jonathan</creator><creator>Bailey, Robert A</creator><creator>Martin, Silas</creator><creator>Garber, Lawrence</creator><creator>Duh, Mei Sheng</creator><creator>Lefebvre, Patrick</creator><general>Informa UK Ltd</general><general>Informa Healthcare</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>7X8</scope></search><sort><creationdate>201502</creationdate><title>Economic simulation of canagliflozin and sitagliptin treatment outcomes in patients with type 2 diabetes mellitus with inadequate glycemic control</title><author>Lafeuille, Marie-Hélène ; Grittner, Amanda Melina ; Gravel, Jonathan ; Bailey, Robert A ; Martin, Silas ; Garber, Lawrence ; Duh, Mei Sheng ; Lefebvre, Patrick</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c464t-924dbda46c5a1822f7f1815fcd3dbc90f75ce9788ee79225e2ade06ffb2594283</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Aged</topic><topic>Blood Glucose</topic><topic>Blood Pressure</topic><topic>Body Weight</topic><topic>Canagliflozin</topic><topic>Canagliflozin - economics</topic><topic>Canagliflozin - therapeutic use</topic><topic>Cholesterol, LDL</topic><topic>Comorbidity</topic><topic>Computer Simulation</topic><topic>Costs and Cost Analysis</topic><topic>Diabetes Mellitus, Type 2 - complications</topic><topic>Diabetes Mellitus, Type 2 - drug therapy</topic><topic>Female</topic><topic>Glycated Hemoglobin A</topic><topic>HbA1c</topic><topic>Healthcare costs</topic><topic>Humans</topic><topic>Hypoglycemic Agents - economics</topic><topic>Hypoglycemic Agents - therapeutic use</topic><topic>Insurance Claim Review</topic><topic>LDL-C</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Models, Econometric</topic><topic>Quality Indicators, Health Care</topic><topic>Sitagliptin</topic><topic>Sitagliptin Phosphate - economics</topic><topic>Sitagliptin Phosphate - therapeutic use</topic><topic>Type 2 diabetes mellitus</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lafeuille, Marie-Hélène</creatorcontrib><creatorcontrib>Grittner, Amanda Melina</creatorcontrib><creatorcontrib>Gravel, Jonathan</creatorcontrib><creatorcontrib>Bailey, Robert A</creatorcontrib><creatorcontrib>Martin, Silas</creatorcontrib><creatorcontrib>Garber, Lawrence</creatorcontrib><creatorcontrib>Duh, Mei Sheng</creatorcontrib><creatorcontrib>Lefebvre, Patrick</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of medical economics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lafeuille, Marie-Hélène</au><au>Grittner, Amanda Melina</au><au>Gravel, Jonathan</au><au>Bailey, Robert A</au><au>Martin, Silas</au><au>Garber, Lawrence</au><au>Duh, Mei Sheng</au><au>Lefebvre, Patrick</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Economic simulation of canagliflozin and sitagliptin treatment outcomes in patients with type 2 diabetes mellitus with inadequate glycemic control</atitle><jtitle>Journal of medical economics</jtitle><addtitle>J Med Econ</addtitle><date>2015-02</date><risdate>2015</risdate><volume>18</volume><issue>2</issue><spage>113</spage><epage>125</epage><pages>113-125</pages><issn>1369-6998</issn><eissn>1941-837X</eissn><abstract>Abstract
Objectives:
This study examines the association between changes in diabetes-related quality measures (QMs) (HbA1c, systolic and diastolic blood pressure [BP], low-density lipoprotein cholesterol [LDL-C], and body weight) and healthcare costs in Type 2 diabetes mellitus (T2DM) patients. It also performs an economic simulation that evaluates the cost implications of the changes in QMs and of the incidence rates (IRs) of adverse events (AEs) associated with canagliflozin (CANA) and sitagliptin (SITA) treatments in a real-world setting.
Methods:
Health-insurance claims and electronic medical records from the Reliant Medical Group database (2007-2011) were used to identify adult patients with T2DM receiving metformin and sulfonylurea who did not achieve adequate glycemic control. The association between the changes in QMs and healthcare costs was evaluated using multivariate regression and non-parametric bootstrap methods. AE-related costs were taken from the literature. The cost impact of CANA and SITA outcomes was evaluated using the aforementioned costs and the changes in QMs and the IRs of AEs observed in a recent phase 3 trial comparing CANA and SITA as third oral agent (DIA3015).
Results:
Eight hundred and fifty-six T2DM patients were identified (mean age = 65.8; female 45.4%). The regression analysis found that increases of 1 percentage point in HbA1C and 1% in systolic and diastolic BP, LDL-C, or weight were associated with a per patient per year (PPPY) cost increase of $4476 (p = 0.028) and $566 (p = 0.006), a decrease of $362 (p = 0.070) and $7 (p = 0.817), and an increase of $241 (p = 0.481), respectively. The economic simulation showed that changes in QMs and IRs of AEs equivalent to those reported in DIA3015 would be associated with a reduction in PPPY healthcare costs of $6061 (p = 0.036) for CANA and $2190 (p = 0.098) for SITA.
Conclusions:
This study suggests that integrated approaches that manage to control a combination of quality measures are most successful at reducing downstream healthcare costs.</abstract><cop>England</cop><pub>Informa UK Ltd</pub><pmid>25350645</pmid><doi>10.3111/13696998.2014.980503</doi><tpages>13</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adolescent Adult Aged Blood Glucose Blood Pressure Body Weight Canagliflozin Canagliflozin - economics Canagliflozin - therapeutic use Cholesterol, LDL Comorbidity Computer Simulation Costs and Cost Analysis Diabetes Mellitus, Type 2 - complications Diabetes Mellitus, Type 2 - drug therapy Female Glycated Hemoglobin A HbA1c Healthcare costs Humans Hypoglycemic Agents - economics Hypoglycemic Agents - therapeutic use Insurance Claim Review LDL-C Male Middle Aged Models, Econometric Quality Indicators, Health Care Sitagliptin Sitagliptin Phosphate - economics Sitagliptin Phosphate - therapeutic use Type 2 diabetes mellitus Young Adult |
title | Economic simulation of canagliflozin and sitagliptin treatment outcomes in patients with type 2 diabetes mellitus with inadequate glycemic control |
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