Effects of a population-based diabetes management program in Singapore
We evaluated the impact of Singapore's Medisave for Chronic Disease Management Program (CDMP) program for type 2 diabetes mellitus (T2DM) patients. A longitudinal study comparing differences in compliance with recommended diabetes care processes and management strategies, hospitalization, and c...
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Veröffentlicht in: | The American journal of managed care 2014-09, Vol.20 (9), p.e388-e398 |
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creator | Tan, Woan Shin Ding, Yew Yoong Xia, Wu Christine Heng, Bee Hoon |
description | We evaluated the impact of Singapore's Medisave for Chronic Disease Management Program (CDMP) program for type 2 diabetes mellitus (T2DM) patients.
A longitudinal study comparing differences in compliance with recommended diabetes care processes and management strategies, hospitalization, and costs among the Medisave for CDMP participants and propensity-matched nonparticipants.
Data on patients diagnosed with T2DM who participated in the Medisave for CDMP (n = 10,559) and eligible patients who did not participate (n = 22,089) were extracted from the National Healthcare Group (NHG) diabetes registry. Participants and nonparticipants were propensity-score matched. Processes of care, all-cause and diabetes-related hospitalization risk, and healthcare costs incurred in 2007, 2008, and 2009 were compared between groups. A difference-in-difference strategy and generalized estimating equation approach were used.
Compliance with recommended processes of care improved significantly for program patients. Compared to nonparticipants, all-cause hospitalization risk for participants was significantly lower in 2007 (odds ratio [OR]: 0.76; 95% CI, 0.65-0.88) and 2008 (OR: 0.79; 95% CI, 0.68-0.92) but the difference was not statistically significant in 2009 (OR: 0.91; 95% CI, 0.79-1.05). Total healthcare cost was 14-15% lower for participants in 2007 and 2008 but not significantly different in 2009. Similar results were observed for diabetes-related hospitalization rates and inpatient costs. The policy did not have a significant impact on participants with wellcontrolled diabetes at baseline.
The extension of Medisave coverage to outpatient treatment increased the compliance with the processes of diabetes care. The policy reduced hospitalization risk and total healthcare cost in the short term but effects were not sustained by the third year. |
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A longitudinal study comparing differences in compliance with recommended diabetes care processes and management strategies, hospitalization, and costs among the Medisave for CDMP participants and propensity-matched nonparticipants.
Data on patients diagnosed with T2DM who participated in the Medisave for CDMP (n = 10,559) and eligible patients who did not participate (n = 22,089) were extracted from the National Healthcare Group (NHG) diabetes registry. Participants and nonparticipants were propensity-score matched. Processes of care, all-cause and diabetes-related hospitalization risk, and healthcare costs incurred in 2007, 2008, and 2009 were compared between groups. A difference-in-difference strategy and generalized estimating equation approach were used.
Compliance with recommended processes of care improved significantly for program patients. Compared to nonparticipants, all-cause hospitalization risk for participants was significantly lower in 2007 (odds ratio [OR]: 0.76; 95% CI, 0.65-0.88) and 2008 (OR: 0.79; 95% CI, 0.68-0.92) but the difference was not statistically significant in 2009 (OR: 0.91; 95% CI, 0.79-1.05). Total healthcare cost was 14-15% lower for participants in 2007 and 2008 but not significantly different in 2009. Similar results were observed for diabetes-related hospitalization rates and inpatient costs. The policy did not have a significant impact on participants with wellcontrolled diabetes at baseline.
The extension of Medisave coverage to outpatient treatment increased the compliance with the processes of diabetes care. The policy reduced hospitalization risk and total healthcare cost in the short term but effects were not sustained by the third year.</description><identifier>ISSN: 1088-0224</identifier><identifier>EISSN: 1936-2692</identifier><identifier>PMID: 25364875</identifier><language>eng</language><publisher>United States: MultiMedia Healthcare Inc</publisher><subject>Case-Control Studies ; Compliance ; Cost Savings - statistics & numerical data ; Costs ; Diabetes ; Diabetes Mellitus, Type 2 - economics ; Diabetes Mellitus, Type 2 - therapy ; Disease management ; Effects ; Female ; Guideline Adherence - economics ; Guideline Adherence - statistics & numerical data ; Health administration ; Health Care Costs - statistics & numerical data ; Health care expenditures ; Hospitalization ; Hospitalization - statistics & numerical data ; Humans ; Longitudinal Studies ; Male ; Middle Aged ; Propensity Score ; Singapore ; Treatment Outcome</subject><ispartof>The American journal of managed care, 2014-09, Vol.20 (9), p.e388-e398</ispartof><rights>Copyright Intellisphere, LLC Sep 2014</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25364875$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Tan, Woan Shin</creatorcontrib><creatorcontrib>Ding, Yew Yoong</creatorcontrib><creatorcontrib>Xia, Wu Christine</creatorcontrib><creatorcontrib>Heng, Bee Hoon</creatorcontrib><title>Effects of a population-based diabetes management program in Singapore</title><title>The American journal of managed care</title><addtitle>Am J Manag Care</addtitle><description>We evaluated the impact of Singapore's Medisave for Chronic Disease Management Program (CDMP) program for type 2 diabetes mellitus (T2DM) patients.
A longitudinal study comparing differences in compliance with recommended diabetes care processes and management strategies, hospitalization, and costs among the Medisave for CDMP participants and propensity-matched nonparticipants.
Data on patients diagnosed with T2DM who participated in the Medisave for CDMP (n = 10,559) and eligible patients who did not participate (n = 22,089) were extracted from the National Healthcare Group (NHG) diabetes registry. Participants and nonparticipants were propensity-score matched. Processes of care, all-cause and diabetes-related hospitalization risk, and healthcare costs incurred in 2007, 2008, and 2009 were compared between groups. A difference-in-difference strategy and generalized estimating equation approach were used.
Compliance with recommended processes of care improved significantly for program patients. Compared to nonparticipants, all-cause hospitalization risk for participants was significantly lower in 2007 (odds ratio [OR]: 0.76; 95% CI, 0.65-0.88) and 2008 (OR: 0.79; 95% CI, 0.68-0.92) but the difference was not statistically significant in 2009 (OR: 0.91; 95% CI, 0.79-1.05). Total healthcare cost was 14-15% lower for participants in 2007 and 2008 but not significantly different in 2009. Similar results were observed for diabetes-related hospitalization rates and inpatient costs. The policy did not have a significant impact on participants with wellcontrolled diabetes at baseline.
The extension of Medisave coverage to outpatient treatment increased the compliance with the processes of diabetes care. The policy reduced hospitalization risk and total healthcare cost in the short term but effects were not sustained by the third year.</description><subject>Case-Control Studies</subject><subject>Compliance</subject><subject>Cost Savings - statistics & numerical data</subject><subject>Costs</subject><subject>Diabetes</subject><subject>Diabetes Mellitus, Type 2 - economics</subject><subject>Diabetes Mellitus, Type 2 - therapy</subject><subject>Disease management</subject><subject>Effects</subject><subject>Female</subject><subject>Guideline Adherence - economics</subject><subject>Guideline Adherence - statistics & numerical data</subject><subject>Health administration</subject><subject>Health Care Costs - statistics & numerical data</subject><subject>Health care expenditures</subject><subject>Hospitalization</subject><subject>Hospitalization - statistics & numerical data</subject><subject>Humans</subject><subject>Longitudinal Studies</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Propensity Score</subject><subject>Singapore</subject><subject>Treatment Outcome</subject><issn>1088-0224</issn><issn>1936-2692</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpd0E9Lw0AQBfBFFFurX0EWvHgJ7L9Mdo9SWhUKHtRzmOxOSkqyidnk4Lc3YL14mnf48XjMBVtLpyFT4NTlkoW1mVDKrNhNSichNFgD12ylcg3GFvma7Xd1TX5KvK858qEf5hanpo9ZhYkCDw1WNFHiHUY8Ukdx4sPYH0fseBP5exOPOPQj3bKrGttEd-e7YZ_73cf2JTu8Pb9unw7ZoLSbMu1kQFPnAUkqsJ6o0gqkDFZ4LwPUhTQqCKdCgdIJ8Ag-dwSFqbQ2VdAb9vjbu4z4milNZdckT22Lkfo5lRKUyG0hARb68I-e-nmMy7pFFRakMtot6v6s5qqjUA5j0-H4Xf59SP8AfURh9A</recordid><startdate>20140901</startdate><enddate>20140901</enddate><creator>Tan, Woan Shin</creator><creator>Ding, Yew Yoong</creator><creator>Xia, Wu Christine</creator><creator>Heng, Bee Hoon</creator><general>MultiMedia Healthcare Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope></search><sort><creationdate>20140901</creationdate><title>Effects of a population-based diabetes management program in Singapore</title><author>Tan, Woan Shin ; Ding, Yew Yoong ; Xia, Wu Christine ; Heng, Bee Hoon</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-p239t-391da4f5dae1268ceeb32611d80cc1d6f7142d092d7a1906ca6c59e674b334bd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Case-Control Studies</topic><topic>Compliance</topic><topic>Cost Savings - statistics & numerical data</topic><topic>Costs</topic><topic>Diabetes</topic><topic>Diabetes Mellitus, Type 2 - economics</topic><topic>Diabetes Mellitus, Type 2 - therapy</topic><topic>Disease management</topic><topic>Effects</topic><topic>Female</topic><topic>Guideline Adherence - economics</topic><topic>Guideline Adherence - statistics & numerical data</topic><topic>Health administration</topic><topic>Health Care Costs - statistics & numerical data</topic><topic>Health care expenditures</topic><topic>Hospitalization</topic><topic>Hospitalization - statistics & numerical data</topic><topic>Humans</topic><topic>Longitudinal Studies</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Propensity Score</topic><topic>Singapore</topic><topic>Treatment Outcome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tan, Woan Shin</creatorcontrib><creatorcontrib>Ding, Yew Yoong</creatorcontrib><creatorcontrib>Xia, Wu Christine</creatorcontrib><creatorcontrib>Heng, Bee Hoon</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><jtitle>The American journal of managed care</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tan, Woan Shin</au><au>Ding, Yew Yoong</au><au>Xia, Wu Christine</au><au>Heng, Bee Hoon</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Effects of a population-based diabetes management program in Singapore</atitle><jtitle>The American journal of managed care</jtitle><addtitle>Am J Manag Care</addtitle><date>2014-09-01</date><risdate>2014</risdate><volume>20</volume><issue>9</issue><spage>e388</spage><epage>e398</epage><pages>e388-e398</pages><issn>1088-0224</issn><eissn>1936-2692</eissn><abstract>We evaluated the impact of Singapore's Medisave for Chronic Disease Management Program (CDMP) program for type 2 diabetes mellitus (T2DM) patients.
A longitudinal study comparing differences in compliance with recommended diabetes care processes and management strategies, hospitalization, and costs among the Medisave for CDMP participants and propensity-matched nonparticipants.
Data on patients diagnosed with T2DM who participated in the Medisave for CDMP (n = 10,559) and eligible patients who did not participate (n = 22,089) were extracted from the National Healthcare Group (NHG) diabetes registry. Participants and nonparticipants were propensity-score matched. Processes of care, all-cause and diabetes-related hospitalization risk, and healthcare costs incurred in 2007, 2008, and 2009 were compared between groups. A difference-in-difference strategy and generalized estimating equation approach were used.
Compliance with recommended processes of care improved significantly for program patients. Compared to nonparticipants, all-cause hospitalization risk for participants was significantly lower in 2007 (odds ratio [OR]: 0.76; 95% CI, 0.65-0.88) and 2008 (OR: 0.79; 95% CI, 0.68-0.92) but the difference was not statistically significant in 2009 (OR: 0.91; 95% CI, 0.79-1.05). Total healthcare cost was 14-15% lower for participants in 2007 and 2008 but not significantly different in 2009. Similar results were observed for diabetes-related hospitalization rates and inpatient costs. The policy did not have a significant impact on participants with wellcontrolled diabetes at baseline.
The extension of Medisave coverage to outpatient treatment increased the compliance with the processes of diabetes care. The policy reduced hospitalization risk and total healthcare cost in the short term but effects were not sustained by the third year.</abstract><cop>United States</cop><pub>MultiMedia Healthcare Inc</pub><pmid>25364875</pmid></addata></record> |
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subjects | Case-Control Studies Compliance Cost Savings - statistics & numerical data Costs Diabetes Diabetes Mellitus, Type 2 - economics Diabetes Mellitus, Type 2 - therapy Disease management Effects Female Guideline Adherence - economics Guideline Adherence - statistics & numerical data Health administration Health Care Costs - statistics & numerical data Health care expenditures Hospitalization Hospitalization - statistics & numerical data Humans Longitudinal Studies Male Middle Aged Propensity Score Singapore Treatment Outcome |
title | Effects of a population-based diabetes management program in Singapore |
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