Dual Use of Department of Veterans Affairs and Medicare Benefits on High‐Risk Opioid Prescriptions in Veterans Aged 65 Years and Older: Insights from the VA Musculoskeletal Disorders Cohort
Objective To examine the association of dual use of both Veterans Health Administration (VHA) and Medicare benefits with high‐risk opioid prescriptions among Veterans aged 65 years and older with a musculoskeletal disorder diagnosis. Data Sources/Study Setting Data were obtained from the VA Musculos...
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creator | Chui, Philip W. Bastian, Lori A. DeRycke, Eric Brandt, Cynthia A. Becker, William C. Goulet, Joseph L. |
description | Objective
To examine the association of dual use of both Veterans Health Administration (VHA) and Medicare benefits with high‐risk opioid prescriptions among Veterans aged 65 years and older with a musculoskeletal disorder diagnosis.
Data Sources/Study Setting
Data were obtained from the VA Musculoskeletal Disorder (MSD) cohort and national Medicare claims data from 2008 to 2010.
Study Design
We conducted a retrospective analysis of Veterans enrolled in Medicare to examine the association of dual use with long‐term opioid use (>90 days of prescription opioids/year) and overlapping opioid prescriptions. Multivariable logistic regression was performed adjusting for demographic and clinical characteristics.
Data Collection/Extraction Methods
We identified 21,111 Veterans enrolled in Medicare who entered the MSD cohort in 2008 and received an opioid prescription in 2010. We linked VHA data with Medicare claims data to identify opioid prescriptions for these Veterans in 2010.
Principal Findings
As compared to Veterans who used only VHA or Medicare, Veterans with dual use of VHA and Medicare were significantly more likely to be prescribed long‐term opioid therapy (OR = 4.61 (95 percent CI 4.05–5.25) and were also found to have higher median number of opioid prescriptions and higher odds of overlapping opioid prescriptions in 1 year. Patients reporting moderate‐to‐severe pain, non‐white‐race/ethnicity, and higher scoring on the Charlson comorbidity index had significantly higher odds of long‐term opioid prescriptions.
Conclusions
Among Veterans aged 65 years or older, dual use of both VHA and Medicare was associated with higher odds of long‐term opioid therapy. Our findings suggest there may be benefit to combining VHA and non‐VHA electronic health record data to minimize exposure to high‐risk opioid prescribing. |
doi_str_mv | 10.1111/1475-6773.13060 |
format | Article |
fullrecord | <record><control><sourceid>gale_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6235820</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A567633414</galeid><sourcerecordid>A567633414</sourcerecordid><originalsourceid>FETCH-LOGICAL-c7390-a165caac02d8ff71f14717f4fa96fec5c00510c6667d1ec01bc5e7d4b53f7b543</originalsourceid><addsrcrecordid>eNqFk99u0zAUxiMEYmVwzR2yhIRAIp2dP07KBVJpxzqpU9Fgk7iyXOc49ebGxU6A3fEIvBHvwpPgrKU0qIJEShTnd758OcdfEDwmuE_8cUSSLA1plsV9EmOK7wS97crdoIcxycIBiZKD4IFzVxjjPM6T-8FBjKNBTrOoF_wYN1yjCwfISDSGFbf1Eqq6fbqEGiyvHBpKyZV1iFcFOoNCCW4BvYEKpKodMhWaqHLx89v3c-Wu0WyljCrQOwtOWLWqlfEKqtpRK6FANEUfgW80Z7oA-wqdVs7reEVpzRLVC0CXQ3TWONFo465BQ-2djpUz1uMOjczC2PphcE9y7eDR5n4YXLw9_jCahNPZyeloOA1FFg9wyAlNBecCR0UuZUakbxPJZCL5gEoQqcA4JVhQSrOCgMBkLlLIimSexjKbp0l8GLxe666a-RIK4XtkuWYrq5bc3jDDFeu-qdSCleYzo1Gc5hH2As83AtZ8asDVbKmcAK15BaZxLCLEO6UYU48-_Qu9Mo2t_O95Ko5xigdR_ocquQamKmn8d0UryoYpzWgcJ6T1He6hSj88b9K0I_TLHb6_h_dnAUsl9ha86BR4poavdckb51h-Mv2XmQ0rjNZQAvMDG826_LMdfgFc1wtndHO7qbrgyx1w3jhVgfOX9YZae-ngR2tcWOOcBbmdI8GszRVrU8TaFLHbXPmKJ7vj3_K_g-QBuga--P7c_E-PTY7fn6-VfwFm9itm</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2133050928</pqid></control><display><type>article</type><title>Dual Use of Department of Veterans Affairs and Medicare Benefits on High‐Risk Opioid Prescriptions in Veterans Aged 65 Years and Older: Insights from the VA Musculoskeletal Disorders Cohort</title><source>Wiley Online Library Journals Frontfile Complete</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>Applied Social Sciences Index & Abstracts (ASSIA)</source><source>PubMed Central</source><source>Alma/SFX Local Collection</source><creator>Chui, Philip W. ; Bastian, Lori A. ; DeRycke, Eric ; Brandt, Cynthia A. ; Becker, William C. ; Goulet, Joseph L.</creator><creatorcontrib>Chui, Philip W. ; Bastian, Lori A. ; DeRycke, Eric ; Brandt, Cynthia A. ; Becker, William C. ; Goulet, Joseph L.</creatorcontrib><description>Objective
To examine the association of dual use of both Veterans Health Administration (VHA) and Medicare benefits with high‐risk opioid prescriptions among Veterans aged 65 years and older with a musculoskeletal disorder diagnosis.
Data Sources/Study Setting
Data were obtained from the VA Musculoskeletal Disorder (MSD) cohort and national Medicare claims data from 2008 to 2010.
Study Design
We conducted a retrospective analysis of Veterans enrolled in Medicare to examine the association of dual use with long‐term opioid use (>90 days of prescription opioids/year) and overlapping opioid prescriptions. Multivariable logistic regression was performed adjusting for demographic and clinical characteristics.
Data Collection/Extraction Methods
We identified 21,111 Veterans enrolled in Medicare who entered the MSD cohort in 2008 and received an opioid prescription in 2010. We linked VHA data with Medicare claims data to identify opioid prescriptions for these Veterans in 2010.
Principal Findings
As compared to Veterans who used only VHA or Medicare, Veterans with dual use of VHA and Medicare were significantly more likely to be prescribed long‐term opioid therapy (OR = 4.61 (95 percent CI 4.05–5.25) and were also found to have higher median number of opioid prescriptions and higher odds of overlapping opioid prescriptions in 1 year. Patients reporting moderate‐to‐severe pain, non‐white‐race/ethnicity, and higher scoring on the Charlson comorbidity index had significantly higher odds of long‐term opioid prescriptions.
Conclusions
Among Veterans aged 65 years or older, dual use of both VHA and Medicare was associated with higher odds of long‐term opioid therapy. Our findings suggest there may be benefit to combining VHA and non‐VHA electronic health record data to minimize exposure to high‐risk opioid prescribing.</description><identifier>ISSN: 0017-9124</identifier><identifier>EISSN: 1475-6773</identifier><identifier>DOI: 10.1111/1475-6773.13060</identifier><identifier>PMID: 30298672</identifier><language>eng</language><publisher>United States: Health Research and Educational Trust</publisher><subject>Claims ; Comorbidity ; Data collection ; Demographics ; Demography ; Drug use ; Dual use ; Electronic health records ; Electronic medical records ; Ethnicity ; Extraction ; Government agencies ; Government programs ; Health aspects ; Health care ; Identification methods ; Linking VA and Non‐VA Data to Address US Veteran Health Services Issues ; Medical diagnosis ; Medicare ; Military hospitals ; Minority & ethnic groups ; Musculoskeletal diseases ; Narcotics ; opioid analgesics ; Opioids ; Pain ; patient safety ; Prescribing ; Prescription drugs ; Prescriptions ; Race ; Regression analysis ; Risk ; Special Issue: Linking VA and Non‐VA Data to Address US Veteran Health Services Issues ; Therapy ; Veterans</subject><ispartof>Health services research, 2018-12, Vol.53 (6), p.5402-5418</ispartof><rights>Published 2018. This article is a U.S. Government work and is in the public domain in the USA</rights><rights>Published 2018. This article is a U.S. Government work and is in the public domain in the USA.</rights><rights>COPYRIGHT 2018 Health Research and Educational Trust</rights><rights>COPYRIGHT 2018 Health Research and Educational Trust</rights><rights>Health Research and Educational Trust</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c7390-a165caac02d8ff71f14717f4fa96fec5c00510c6667d1ec01bc5e7d4b53f7b543</citedby><cites>FETCH-LOGICAL-c7390-a165caac02d8ff71f14717f4fa96fec5c00510c6667d1ec01bc5e7d4b53f7b543</cites><orcidid>0000-0002-7732-5714 ; 0000-0003-2874-6405</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6235820/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6235820/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,727,780,784,885,1416,27915,27916,30990,45565,45566,53782,53784</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30298672$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Chui, Philip W.</creatorcontrib><creatorcontrib>Bastian, Lori A.</creatorcontrib><creatorcontrib>DeRycke, Eric</creatorcontrib><creatorcontrib>Brandt, Cynthia A.</creatorcontrib><creatorcontrib>Becker, William C.</creatorcontrib><creatorcontrib>Goulet, Joseph L.</creatorcontrib><title>Dual Use of Department of Veterans Affairs and Medicare Benefits on High‐Risk Opioid Prescriptions in Veterans Aged 65 Years and Older: Insights from the VA Musculoskeletal Disorders Cohort</title><title>Health services research</title><addtitle>Health Serv Res</addtitle><description>Objective
To examine the association of dual use of both Veterans Health Administration (VHA) and Medicare benefits with high‐risk opioid prescriptions among Veterans aged 65 years and older with a musculoskeletal disorder diagnosis.
Data Sources/Study Setting
Data were obtained from the VA Musculoskeletal Disorder (MSD) cohort and national Medicare claims data from 2008 to 2010.
Study Design
We conducted a retrospective analysis of Veterans enrolled in Medicare to examine the association of dual use with long‐term opioid use (>90 days of prescription opioids/year) and overlapping opioid prescriptions. Multivariable logistic regression was performed adjusting for demographic and clinical characteristics.
Data Collection/Extraction Methods
We identified 21,111 Veterans enrolled in Medicare who entered the MSD cohort in 2008 and received an opioid prescription in 2010. We linked VHA data with Medicare claims data to identify opioid prescriptions for these Veterans in 2010.
Principal Findings
As compared to Veterans who used only VHA or Medicare, Veterans with dual use of VHA and Medicare were significantly more likely to be prescribed long‐term opioid therapy (OR = 4.61 (95 percent CI 4.05–5.25) and were also found to have higher median number of opioid prescriptions and higher odds of overlapping opioid prescriptions in 1 year. Patients reporting moderate‐to‐severe pain, non‐white‐race/ethnicity, and higher scoring on the Charlson comorbidity index had significantly higher odds of long‐term opioid prescriptions.
Conclusions
Among Veterans aged 65 years or older, dual use of both VHA and Medicare was associated with higher odds of long‐term opioid therapy. Our findings suggest there may be benefit to combining VHA and non‐VHA electronic health record data to minimize exposure to high‐risk opioid prescribing.</description><subject>Claims</subject><subject>Comorbidity</subject><subject>Data collection</subject><subject>Demographics</subject><subject>Demography</subject><subject>Drug use</subject><subject>Dual use</subject><subject>Electronic health records</subject><subject>Electronic medical records</subject><subject>Ethnicity</subject><subject>Extraction</subject><subject>Government agencies</subject><subject>Government programs</subject><subject>Health aspects</subject><subject>Health care</subject><subject>Identification methods</subject><subject>Linking VA and Non‐VA Data to Address US Veteran Health Services Issues</subject><subject>Medical diagnosis</subject><subject>Medicare</subject><subject>Military hospitals</subject><subject>Minority & ethnic groups</subject><subject>Musculoskeletal diseases</subject><subject>Narcotics</subject><subject>opioid analgesics</subject><subject>Opioids</subject><subject>Pain</subject><subject>patient safety</subject><subject>Prescribing</subject><subject>Prescription drugs</subject><subject>Prescriptions</subject><subject>Race</subject><subject>Regression analysis</subject><subject>Risk</subject><subject>Special Issue: Linking VA and Non‐VA Data to Address US Veteran Health Services Issues</subject><subject>Therapy</subject><subject>Veterans</subject><issn>0017-9124</issn><issn>1475-6773</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>N95</sourceid><sourceid>7QJ</sourceid><recordid>eNqFk99u0zAUxiMEYmVwzR2yhIRAIp2dP07KBVJpxzqpU9Fgk7iyXOc49ebGxU6A3fEIvBHvwpPgrKU0qIJEShTnd758OcdfEDwmuE_8cUSSLA1plsV9EmOK7wS97crdoIcxycIBiZKD4IFzVxjjPM6T-8FBjKNBTrOoF_wYN1yjCwfISDSGFbf1Eqq6fbqEGiyvHBpKyZV1iFcFOoNCCW4BvYEKpKodMhWaqHLx89v3c-Wu0WyljCrQOwtOWLWqlfEKqtpRK6FANEUfgW80Z7oA-wqdVs7reEVpzRLVC0CXQ3TWONFo465BQ-2djpUz1uMOjczC2PphcE9y7eDR5n4YXLw9_jCahNPZyeloOA1FFg9wyAlNBecCR0UuZUakbxPJZCL5gEoQqcA4JVhQSrOCgMBkLlLIimSexjKbp0l8GLxe666a-RIK4XtkuWYrq5bc3jDDFeu-qdSCleYzo1Gc5hH2As83AtZ8asDVbKmcAK15BaZxLCLEO6UYU48-_Qu9Mo2t_O95Ko5xigdR_ocquQamKmn8d0UryoYpzWgcJ6T1He6hSj88b9K0I_TLHb6_h_dnAUsl9ha86BR4poavdckb51h-Mv2XmQ0rjNZQAvMDG826_LMdfgFc1wtndHO7qbrgyx1w3jhVgfOX9YZae-ngR2tcWOOcBbmdI8GszRVrU8TaFLHbXPmKJ7vj3_K_g-QBuga--P7c_E-PTY7fn6-VfwFm9itm</recordid><startdate>201812</startdate><enddate>201812</enddate><creator>Chui, Philip W.</creator><creator>Bastian, Lori A.</creator><creator>DeRycke, Eric</creator><creator>Brandt, Cynthia A.</creator><creator>Becker, William C.</creator><creator>Goulet, Joseph L.</creator><general>Health Research and Educational Trust</general><general>Blackwell Publishing Ltd</general><general>John Wiley and Sons Inc</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>N95</scope><scope>XI7</scope><scope>8GL</scope><scope>7QJ</scope><scope>K9.</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-7732-5714</orcidid><orcidid>https://orcid.org/0000-0003-2874-6405</orcidid></search><sort><creationdate>201812</creationdate><title>Dual Use of Department of Veterans Affairs and Medicare Benefits on High‐Risk Opioid Prescriptions in Veterans Aged 65 Years and Older: Insights from the VA Musculoskeletal Disorders Cohort</title><author>Chui, Philip W. ; Bastian, Lori A. ; DeRycke, Eric ; Brandt, Cynthia A. ; Becker, William C. ; Goulet, Joseph L.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c7390-a165caac02d8ff71f14717f4fa96fec5c00510c6667d1ec01bc5e7d4b53f7b543</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Claims</topic><topic>Comorbidity</topic><topic>Data collection</topic><topic>Demographics</topic><topic>Demography</topic><topic>Drug use</topic><topic>Dual use</topic><topic>Electronic health records</topic><topic>Electronic medical records</topic><topic>Ethnicity</topic><topic>Extraction</topic><topic>Government agencies</topic><topic>Government programs</topic><topic>Health aspects</topic><topic>Health care</topic><topic>Identification methods</topic><topic>Linking VA and Non‐VA Data to Address US Veteran Health Services Issues</topic><topic>Medical diagnosis</topic><topic>Medicare</topic><topic>Military hospitals</topic><topic>Minority & ethnic groups</topic><topic>Musculoskeletal diseases</topic><topic>Narcotics</topic><topic>opioid analgesics</topic><topic>Opioids</topic><topic>Pain</topic><topic>patient safety</topic><topic>Prescribing</topic><topic>Prescription drugs</topic><topic>Prescriptions</topic><topic>Race</topic><topic>Regression analysis</topic><topic>Risk</topic><topic>Special Issue: Linking VA and Non‐VA Data to Address US Veteran Health Services Issues</topic><topic>Therapy</topic><topic>Veterans</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chui, Philip W.</creatorcontrib><creatorcontrib>Bastian, Lori A.</creatorcontrib><creatorcontrib>DeRycke, Eric</creatorcontrib><creatorcontrib>Brandt, Cynthia A.</creatorcontrib><creatorcontrib>Becker, William C.</creatorcontrib><creatorcontrib>Goulet, Joseph L.</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale Business: Insights</collection><collection>Business Insights: Essentials</collection><collection>Gale In Context: High School</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Health services research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chui, Philip W.</au><au>Bastian, Lori A.</au><au>DeRycke, Eric</au><au>Brandt, Cynthia A.</au><au>Becker, William C.</au><au>Goulet, Joseph L.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Dual Use of Department of Veterans Affairs and Medicare Benefits on High‐Risk Opioid Prescriptions in Veterans Aged 65 Years and Older: Insights from the VA Musculoskeletal Disorders Cohort</atitle><jtitle>Health services research</jtitle><addtitle>Health Serv Res</addtitle><date>2018-12</date><risdate>2018</risdate><volume>53</volume><issue>6</issue><spage>5402</spage><epage>5418</epage><pages>5402-5418</pages><issn>0017-9124</issn><eissn>1475-6773</eissn><abstract>Objective
To examine the association of dual use of both Veterans Health Administration (VHA) and Medicare benefits with high‐risk opioid prescriptions among Veterans aged 65 years and older with a musculoskeletal disorder diagnosis.
Data Sources/Study Setting
Data were obtained from the VA Musculoskeletal Disorder (MSD) cohort and national Medicare claims data from 2008 to 2010.
Study Design
We conducted a retrospective analysis of Veterans enrolled in Medicare to examine the association of dual use with long‐term opioid use (>90 days of prescription opioids/year) and overlapping opioid prescriptions. Multivariable logistic regression was performed adjusting for demographic and clinical characteristics.
Data Collection/Extraction Methods
We identified 21,111 Veterans enrolled in Medicare who entered the MSD cohort in 2008 and received an opioid prescription in 2010. We linked VHA data with Medicare claims data to identify opioid prescriptions for these Veterans in 2010.
Principal Findings
As compared to Veterans who used only VHA or Medicare, Veterans with dual use of VHA and Medicare were significantly more likely to be prescribed long‐term opioid therapy (OR = 4.61 (95 percent CI 4.05–5.25) and were also found to have higher median number of opioid prescriptions and higher odds of overlapping opioid prescriptions in 1 year. Patients reporting moderate‐to‐severe pain, non‐white‐race/ethnicity, and higher scoring on the Charlson comorbidity index had significantly higher odds of long‐term opioid prescriptions.
Conclusions
Among Veterans aged 65 years or older, dual use of both VHA and Medicare was associated with higher odds of long‐term opioid therapy. Our findings suggest there may be benefit to combining VHA and non‐VHA electronic health record data to minimize exposure to high‐risk opioid prescribing.</abstract><cop>United States</cop><pub>Health Research and Educational Trust</pub><pmid>30298672</pmid><doi>10.1111/1475-6773.13060</doi><tpages>17</tpages><orcidid>https://orcid.org/0000-0002-7732-5714</orcidid><orcidid>https://orcid.org/0000-0003-2874-6405</orcidid><oa>free_for_read</oa></addata></record> |
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source | Wiley Online Library Journals Frontfile Complete; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Applied Social Sciences Index & Abstracts (ASSIA); PubMed Central; Alma/SFX Local Collection |
subjects | Claims Comorbidity Data collection Demographics Demography Drug use Dual use Electronic health records Electronic medical records Ethnicity Extraction Government agencies Government programs Health aspects Health care Identification methods Linking VA and Non‐VA Data to Address US Veteran Health Services Issues Medical diagnosis Medicare Military hospitals Minority & ethnic groups Musculoskeletal diseases Narcotics opioid analgesics Opioids Pain patient safety Prescribing Prescription drugs Prescriptions Race Regression analysis Risk Special Issue: Linking VA and Non‐VA Data to Address US Veteran Health Services Issues Therapy Veterans |
title | Dual Use of Department of Veterans Affairs and Medicare Benefits on High‐Risk Opioid Prescriptions in Veterans Aged 65 Years and Older: Insights from the VA Musculoskeletal Disorders Cohort |
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