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...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Journal of medical economics 2015-02, Vol.18 (2), p.113-125
Hauptverfasser: Lafeuille, Marie-Hélène, Grittner, Amanda Melina, Gravel, Jonathan, Bailey, Robert A, Martin, Silas, Garber, Lawrence, Duh, Mei Sheng, Lefebvre, Patrick
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 125
container_issue 2
container_start_page 113
container_title Journal of medical economics
container_volume 18
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
fullrecord <record><control><sourceid>proquest_infor</sourceid><recordid>TN_cdi_proquest_miscellaneous_1656045451</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1656045451</sourcerecordid><originalsourceid>FETCH-LOGICAL-c464t-924dbda46c5a1822f7f1815fcd3dbc90f75ce9788ee79225e2ade06ffb2594283</originalsourceid><addsrcrecordid>eNp9kc9u3CAQxlHVqonSvEFVcezFW8Bgm0urKkr_SJF6aaXeEMZDlgiDA1jR5jH6xMXaTaVewgWY-c3Mp_kQekvJrqWUfqBtJzsphx0jlO_kQARpX6BzKjlthrb__bK-K9JszBm6zPmO1NO2lPT0NTpjohWk4-Ic_bk2McTZGZzdvHpdXAw4Wmx00LfeWR8fXcA6TDVftshS6r8k0GWGUHBci4kzZFyjS62usYwfXNnjclgAMzw5PUKpwAzeu7Kesi7oCe5XXQDf-oOBTUFVUlL0b9Arq32Gy9N9gX59uf559a25-fH1-9Xnm8bwjpdGMj6Nk-adEZoOjNne0oEKa6Z2Go0kthcGZD8MAL1kTACrE0ln7ciE5GxoL9D7Y98lxfsVclGzy6aq1AHimhXtREe44IJWlB9Rk2LOCaxakpt1OihK1GaIejJEbYaooyG17N1pwjrOMP0relp_BT4dARdsTLN-iMlPquiDj8kmHYzLtf3zIz7-12EP2pe90QnUXVxTqAt8XuNfPCaxxg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1656045451</pqid></control><display><type>article</type><title>Economic simulation of canagliflozin and sitagliptin treatment outcomes in patients with type 2 diabetes mellitus with inadequate glycemic control</title><source>MEDLINE</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><creator>Lafeuille, Marie-Hélène ; Grittner, Amanda Melina ; Gravel, Jonathan ; Bailey, Robert A ; Martin, Silas ; Garber, Lawrence ; Duh, Mei Sheng ; Lefebvre, Patrick</creator><creatorcontrib>Lafeuille, Marie-Hélène ; Grittner, Amanda Melina ; Gravel, Jonathan ; Bailey, Robert A ; Martin, Silas ; Garber, Lawrence ; Duh, Mei Sheng ; Lefebvre, Patrick</creatorcontrib><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><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>
fulltext fulltext
identifier ISSN: 1369-6998
ispartof Journal of medical economics, 2015-02, Vol.18 (2), p.113-125
issn 1369-6998
1941-837X
language eng
recordid cdi_proquest_miscellaneous_1656045451
source MEDLINE; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals
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
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-28T04%3A28%3A48IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_infor&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Economic%20simulation%20of%20canagliflozin%20and%20sitagliptin%20treatment%20outcomes%20in%20patients%20with%20type%202%20diabetes%20mellitus%20with%20inadequate%20glycemic%20control&rft.jtitle=Journal%20of%20medical%20economics&rft.au=Lafeuille,%20Marie-H%C3%A9l%C3%A8ne&rft.date=2015-02&rft.volume=18&rft.issue=2&rft.spage=113&rft.epage=125&rft.pages=113-125&rft.issn=1369-6998&rft.eissn=1941-837X&rft_id=info:doi/10.3111/13696998.2014.980503&rft_dat=%3Cproquest_infor%3E1656045451%3C/proquest_infor%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1656045451&rft_id=info:pmid/25350645&rfr_iscdi=true