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Evaluating chronic pain as a risk factor for COVID-19 complications among New York State Medicaid beneficiaries: a retrospective claims analysis
Abstract Objective To assess whether chronic pain increases the risk of COVID-19 complications and whether opioid use disorder (OUD) differentiates this risk among New York State Medicaid beneficiaries. Design, Setting, and Subjects This was a retrospective cohort study of New York State Medicaid cl...
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Published in: | Pain medicine (Malden, Mass.) Mass.), 2023-12, Vol.24 (12), p.1296-1305 |
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container_title | Pain medicine (Malden, Mass.) |
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creator | Perry, Allison Wheeler-Martin, Katherine Terlizzi, Kelly Krawczyk, Noa Jent, Victoria Hasin, Deborah S Neighbors, Charles Mannes, Zachary L Doan, Lisa V Pamplin II, John R Townsend, Tarlise N Crystal, Stephen Martins, Silvia S Cerdá, Magdalena |
description | Abstract
Objective
To assess whether chronic pain increases the risk of COVID-19 complications and whether opioid use disorder (OUD) differentiates this risk among New York State Medicaid beneficiaries.
Design, Setting, and Subjects
This was a retrospective cohort study of New York State Medicaid claims data. We evaluated Medicaid claims from March 2019 through December 2020 to determine whether chronic pain increased the risk of COVID-19 emergency department (ED) visits, hospitalizations, and complications and whether this relationship differed by OUD status. We included beneficiaries 18–64 years of age with 10 months of prior enrollment. Patients with chronic pain were propensity score-matched to those without chronic pain on demographics, utilization, and comorbidities to control for confounders and were stratified by OUD. Complementary log–log regressions estimated hazard ratios (HRs) of COVID-19 ED visits and hospitalizations; logistic regressions estimated odds ratios (ORs) of hospital complications and readmissions within 0–30, 31–60, and 61–90 days.
Results
Among 773 880 adults, chronic pain was associated with greater hazards of COVID-related ED visits (HR = 1.22 [95% CI: 1.16–1.29]) and hospitalizations (HR = 1.19 [95% CI: 1.12–1.27]). Patients with chronic pain and OUD had even greater hazards of hospitalization (HR = 1.25 [95% CI: 1.07–1.47]) and increased odds of hepatic- and cardiac-related events (OR = 1.74 [95% CI: 1.10–2.74]).
Conclusions
Chronic pain increased the risk of COVID-19 ED visits and hospitalizations. Presence of OUD further increased the risk of COVID-19 hospitalizations and the odds of hepatic- and cardiac-related events. Results highlight intersecting risks among a vulnerable population and can inform tailored COVID-19 management. |
doi_str_mv | 10.1093/pm/pnad121 |
format | article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2860406022</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><oup_id>10.1093/pm/pnad121</oup_id><sourcerecordid>2860406022</sourcerecordid><originalsourceid>FETCH-LOGICAL-c381t-93f626e99fd5d86268fd8b5f5b6be8cf73b738c6d4561f9e883dca92a9d3296b3</originalsourceid><addsrcrecordid>eNp90cFKHTEUBuBQWqrVbnyAEhChFEYnyU1u4k5urRVsXdgWXA2Z5ESjM5OYzNziW_jIRu61iIsuQs7iOz8JP0I7pN4ntWIHsT-Ig7aEkjdok3Aqqplg87cv5g30IeebuiZiJtl7tMHmghMu-SZ6OF7qbtKjH66wuU5h8AZH7QesM9Y4-XyLnTZjSNiVszj_c_q1Igqb0MfOm7IXhgL7UNZ_wl98GdItvhj1CPgH2AK8xS0M4LzxOnnIh0-pMKaQI5jRLwGbTvu-ZAy6u88-b6N3TncZPq7vLfT72_Gvxffq7PzkdHF0VhkmyVgp5gQVoJSz3MoySmdlyx1vRQvSuDlr50waYWdcEKdASmaNVlQry6gSLdtCn1e5MYW7CfLY9D4b6Do9QJhyQ6WoZ7WoKS109xW9CVMq7y1KcU6popwX9WWlTPlcTuCamHyv031D6uappyb2zbqngj-tI6e2B_uPPhdTwN4KhCn-L-gRgQGceQ</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2955229255</pqid></control><display><type>article</type><title>Evaluating chronic pain as a risk factor for COVID-19 complications among New York State Medicaid beneficiaries: a retrospective claims analysis</title><source>Oxford Journals Online</source><creator>Perry, Allison ; Wheeler-Martin, Katherine ; Terlizzi, Kelly ; Krawczyk, Noa ; Jent, Victoria ; Hasin, Deborah S ; Neighbors, Charles ; Mannes, Zachary L ; Doan, Lisa V ; Pamplin II, John R ; Townsend, Tarlise N ; Crystal, Stephen ; Martins, Silvia S ; Cerdá, Magdalena</creator><creatorcontrib>Perry, Allison ; Wheeler-Martin, Katherine ; Terlizzi, Kelly ; Krawczyk, Noa ; Jent, Victoria ; Hasin, Deborah S ; Neighbors, Charles ; Mannes, Zachary L ; Doan, Lisa V ; Pamplin II, John R ; Townsend, Tarlise N ; Crystal, Stephen ; Martins, Silvia S ; Cerdá, Magdalena</creatorcontrib><description>Abstract
Objective
To assess whether chronic pain increases the risk of COVID-19 complications and whether opioid use disorder (OUD) differentiates this risk among New York State Medicaid beneficiaries.
Design, Setting, and Subjects
This was a retrospective cohort study of New York State Medicaid claims data. We evaluated Medicaid claims from March 2019 through December 2020 to determine whether chronic pain increased the risk of COVID-19 emergency department (ED) visits, hospitalizations, and complications and whether this relationship differed by OUD status. We included beneficiaries 18–64 years of age with 10 months of prior enrollment. Patients with chronic pain were propensity score-matched to those without chronic pain on demographics, utilization, and comorbidities to control for confounders and were stratified by OUD. Complementary log–log regressions estimated hazard ratios (HRs) of COVID-19 ED visits and hospitalizations; logistic regressions estimated odds ratios (ORs) of hospital complications and readmissions within 0–30, 31–60, and 61–90 days.
Results
Among 773 880 adults, chronic pain was associated with greater hazards of COVID-related ED visits (HR = 1.22 [95% CI: 1.16–1.29]) and hospitalizations (HR = 1.19 [95% CI: 1.12–1.27]). Patients with chronic pain and OUD had even greater hazards of hospitalization (HR = 1.25 [95% CI: 1.07–1.47]) and increased odds of hepatic- and cardiac-related events (OR = 1.74 [95% CI: 1.10–2.74]).
Conclusions
Chronic pain increased the risk of COVID-19 ED visits and hospitalizations. Presence of OUD further increased the risk of COVID-19 hospitalizations and the odds of hepatic- and cardiac-related events. Results highlight intersecting risks among a vulnerable population and can inform tailored COVID-19 management.</description><identifier>ISSN: 1526-4637</identifier><identifier>ISSN: 1526-2375</identifier><identifier>EISSN: 1526-4637</identifier><identifier>DOI: 10.1093/pm/pnad121</identifier><identifier>PMID: 37651585</identifier><language>eng</language><publisher>England: Oxford University Press</publisher><subject>Adult ; Chronic pain ; Chronic Pain - epidemiology ; Comorbidity ; COVID-19 ; COVID-19 - epidemiology ; Drug abuse ; Drug addiction ; Emergency medical care ; Emergency Service, Hospital ; Heart ; Hospitalization ; Humans ; Infant ; Insurance Claim Review ; Liver ; Medicaid ; New York - epidemiology ; Opioid-Related Disorders ; Retrospective Studies ; Risk Factors ; United States - epidemiology</subject><ispartof>Pain medicine (Malden, Mass.), 2023-12, Vol.24 (12), p.1296-1305</ispartof><rights>The Author(s) 2023. Published by Oxford University Press on behalf of the American Academy of Pain Medicine. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com 2023</rights><rights>The Author(s) 2023. Published by Oxford University Press on behalf of the American Academy of Pain Medicine. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.</rights><rights>The Author(s) 2023. Published by Oxford University Press on behalf of the American Academy of Pain Medicine. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c381t-93f626e99fd5d86268fd8b5f5b6be8cf73b738c6d4561f9e883dca92a9d3296b3</citedby><cites>FETCH-LOGICAL-c381t-93f626e99fd5d86268fd8b5f5b6be8cf73b738c6d4561f9e883dca92a9d3296b3</cites><orcidid>0000-0002-5745-1684 ; 0000-0002-7396-3938 ; 0000-0002-0357-6051</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37651585$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Perry, Allison</creatorcontrib><creatorcontrib>Wheeler-Martin, Katherine</creatorcontrib><creatorcontrib>Terlizzi, Kelly</creatorcontrib><creatorcontrib>Krawczyk, Noa</creatorcontrib><creatorcontrib>Jent, Victoria</creatorcontrib><creatorcontrib>Hasin, Deborah S</creatorcontrib><creatorcontrib>Neighbors, Charles</creatorcontrib><creatorcontrib>Mannes, Zachary L</creatorcontrib><creatorcontrib>Doan, Lisa V</creatorcontrib><creatorcontrib>Pamplin II, John R</creatorcontrib><creatorcontrib>Townsend, Tarlise N</creatorcontrib><creatorcontrib>Crystal, Stephen</creatorcontrib><creatorcontrib>Martins, Silvia S</creatorcontrib><creatorcontrib>Cerdá, Magdalena</creatorcontrib><title>Evaluating chronic pain as a risk factor for COVID-19 complications among New York State Medicaid beneficiaries: a retrospective claims analysis</title><title>Pain medicine (Malden, Mass.)</title><addtitle>Pain Med</addtitle><description>Abstract
Objective
To assess whether chronic pain increases the risk of COVID-19 complications and whether opioid use disorder (OUD) differentiates this risk among New York State Medicaid beneficiaries.
Design, Setting, and Subjects
This was a retrospective cohort study of New York State Medicaid claims data. We evaluated Medicaid claims from March 2019 through December 2020 to determine whether chronic pain increased the risk of COVID-19 emergency department (ED) visits, hospitalizations, and complications and whether this relationship differed by OUD status. We included beneficiaries 18–64 years of age with 10 months of prior enrollment. Patients with chronic pain were propensity score-matched to those without chronic pain on demographics, utilization, and comorbidities to control for confounders and were stratified by OUD. Complementary log–log regressions estimated hazard ratios (HRs) of COVID-19 ED visits and hospitalizations; logistic regressions estimated odds ratios (ORs) of hospital complications and readmissions within 0–30, 31–60, and 61–90 days.
Results
Among 773 880 adults, chronic pain was associated with greater hazards of COVID-related ED visits (HR = 1.22 [95% CI: 1.16–1.29]) and hospitalizations (HR = 1.19 [95% CI: 1.12–1.27]). Patients with chronic pain and OUD had even greater hazards of hospitalization (HR = 1.25 [95% CI: 1.07–1.47]) and increased odds of hepatic- and cardiac-related events (OR = 1.74 [95% CI: 1.10–2.74]).
Conclusions
Chronic pain increased the risk of COVID-19 ED visits and hospitalizations. Presence of OUD further increased the risk of COVID-19 hospitalizations and the odds of hepatic- and cardiac-related events. Results highlight intersecting risks among a vulnerable population and can inform tailored COVID-19 management.</description><subject>Adult</subject><subject>Chronic pain</subject><subject>Chronic Pain - epidemiology</subject><subject>Comorbidity</subject><subject>COVID-19</subject><subject>COVID-19 - epidemiology</subject><subject>Drug abuse</subject><subject>Drug addiction</subject><subject>Emergency medical care</subject><subject>Emergency Service, Hospital</subject><subject>Heart</subject><subject>Hospitalization</subject><subject>Humans</subject><subject>Infant</subject><subject>Insurance Claim Review</subject><subject>Liver</subject><subject>Medicaid</subject><subject>New York - epidemiology</subject><subject>Opioid-Related Disorders</subject><subject>Retrospective Studies</subject><subject>Risk Factors</subject><subject>United States - epidemiology</subject><issn>1526-4637</issn><issn>1526-2375</issn><issn>1526-4637</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp90cFKHTEUBuBQWqrVbnyAEhChFEYnyU1u4k5urRVsXdgWXA2Z5ESjM5OYzNziW_jIRu61iIsuQs7iOz8JP0I7pN4ntWIHsT-Ig7aEkjdok3Aqqplg87cv5g30IeebuiZiJtl7tMHmghMu-SZ6OF7qbtKjH66wuU5h8AZH7QesM9Y4-XyLnTZjSNiVszj_c_q1Igqb0MfOm7IXhgL7UNZ_wl98GdItvhj1CPgH2AK8xS0M4LzxOnnIh0-pMKaQI5jRLwGbTvu-ZAy6u88-b6N3TncZPq7vLfT72_Gvxffq7PzkdHF0VhkmyVgp5gQVoJSz3MoySmdlyx1vRQvSuDlr50waYWdcEKdASmaNVlQry6gSLdtCn1e5MYW7CfLY9D4b6Do9QJhyQ6WoZ7WoKS109xW9CVMq7y1KcU6popwX9WWlTPlcTuCamHyv031D6uappyb2zbqngj-tI6e2B_uPPhdTwN4KhCn-L-gRgQGceQ</recordid><startdate>20231201</startdate><enddate>20231201</enddate><creator>Perry, Allison</creator><creator>Wheeler-Martin, Katherine</creator><creator>Terlizzi, Kelly</creator><creator>Krawczyk, Noa</creator><creator>Jent, Victoria</creator><creator>Hasin, Deborah S</creator><creator>Neighbors, Charles</creator><creator>Mannes, Zachary L</creator><creator>Doan, Lisa V</creator><creator>Pamplin II, John R</creator><creator>Townsend, Tarlise N</creator><creator>Crystal, Stephen</creator><creator>Martins, Silvia S</creator><creator>Cerdá, Magdalena</creator><general>Oxford University Press</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>3V.</scope><scope>7RV</scope><scope>7TK</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>88G</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>K9.</scope><scope>KB0</scope><scope>M0S</scope><scope>M1P</scope><scope>M2M</scope><scope>NAPCQ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-5745-1684</orcidid><orcidid>https://orcid.org/0000-0002-7396-3938</orcidid><orcidid>https://orcid.org/0000-0002-0357-6051</orcidid></search><sort><creationdate>20231201</creationdate><title>Evaluating chronic pain as a risk factor for COVID-19 complications among New York State Medicaid beneficiaries: a retrospective claims analysis</title><author>Perry, Allison ; Wheeler-Martin, Katherine ; Terlizzi, Kelly ; Krawczyk, Noa ; Jent, Victoria ; Hasin, Deborah S ; Neighbors, Charles ; Mannes, Zachary L ; Doan, Lisa V ; Pamplin II, John R ; Townsend, Tarlise N ; Crystal, Stephen ; Martins, Silvia S ; Cerdá, Magdalena</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c381t-93f626e99fd5d86268fd8b5f5b6be8cf73b738c6d4561f9e883dca92a9d3296b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Adult</topic><topic>Chronic pain</topic><topic>Chronic Pain - epidemiology</topic><topic>Comorbidity</topic><topic>COVID-19</topic><topic>COVID-19 - epidemiology</topic><topic>Drug abuse</topic><topic>Drug addiction</topic><topic>Emergency medical care</topic><topic>Emergency Service, Hospital</topic><topic>Heart</topic><topic>Hospitalization</topic><topic>Humans</topic><topic>Infant</topic><topic>Insurance Claim Review</topic><topic>Liver</topic><topic>Medicaid</topic><topic>New York - epidemiology</topic><topic>Opioid-Related Disorders</topic><topic>Retrospective Studies</topic><topic>Risk Factors</topic><topic>United States - epidemiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Perry, Allison</creatorcontrib><creatorcontrib>Wheeler-Martin, Katherine</creatorcontrib><creatorcontrib>Terlizzi, Kelly</creatorcontrib><creatorcontrib>Krawczyk, Noa</creatorcontrib><creatorcontrib>Jent, Victoria</creatorcontrib><creatorcontrib>Hasin, Deborah S</creatorcontrib><creatorcontrib>Neighbors, Charles</creatorcontrib><creatorcontrib>Mannes, Zachary L</creatorcontrib><creatorcontrib>Doan, Lisa V</creatorcontrib><creatorcontrib>Pamplin II, John R</creatorcontrib><creatorcontrib>Townsend, Tarlise N</creatorcontrib><creatorcontrib>Crystal, Stephen</creatorcontrib><creatorcontrib>Martins, Silvia S</creatorcontrib><creatorcontrib>Cerdá, Magdalena</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest Nursing and Allied Health Journals</collection><collection>Neurosciences Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Psychology Database (Alumni)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Psychology Database</collection><collection>Nursing & Allied Health Premium</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><jtitle>Pain medicine (Malden, Mass.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Perry, Allison</au><au>Wheeler-Martin, Katherine</au><au>Terlizzi, Kelly</au><au>Krawczyk, Noa</au><au>Jent, Victoria</au><au>Hasin, Deborah S</au><au>Neighbors, Charles</au><au>Mannes, Zachary L</au><au>Doan, Lisa V</au><au>Pamplin II, John R</au><au>Townsend, Tarlise N</au><au>Crystal, Stephen</au><au>Martins, Silvia S</au><au>Cerdá, Magdalena</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluating chronic pain as a risk factor for COVID-19 complications among New York State Medicaid beneficiaries: a retrospective claims analysis</atitle><jtitle>Pain medicine (Malden, Mass.)</jtitle><addtitle>Pain Med</addtitle><date>2023-12-01</date><risdate>2023</risdate><volume>24</volume><issue>12</issue><spage>1296</spage><epage>1305</epage><pages>1296-1305</pages><issn>1526-4637</issn><issn>1526-2375</issn><eissn>1526-4637</eissn><abstract>Abstract
Objective
To assess whether chronic pain increases the risk of COVID-19 complications and whether opioid use disorder (OUD) differentiates this risk among New York State Medicaid beneficiaries.
Design, Setting, and Subjects
This was a retrospective cohort study of New York State Medicaid claims data. We evaluated Medicaid claims from March 2019 through December 2020 to determine whether chronic pain increased the risk of COVID-19 emergency department (ED) visits, hospitalizations, and complications and whether this relationship differed by OUD status. We included beneficiaries 18–64 years of age with 10 months of prior enrollment. Patients with chronic pain were propensity score-matched to those without chronic pain on demographics, utilization, and comorbidities to control for confounders and were stratified by OUD. Complementary log–log regressions estimated hazard ratios (HRs) of COVID-19 ED visits and hospitalizations; logistic regressions estimated odds ratios (ORs) of hospital complications and readmissions within 0–30, 31–60, and 61–90 days.
Results
Among 773 880 adults, chronic pain was associated with greater hazards of COVID-related ED visits (HR = 1.22 [95% CI: 1.16–1.29]) and hospitalizations (HR = 1.19 [95% CI: 1.12–1.27]). Patients with chronic pain and OUD had even greater hazards of hospitalization (HR = 1.25 [95% CI: 1.07–1.47]) and increased odds of hepatic- and cardiac-related events (OR = 1.74 [95% CI: 1.10–2.74]).
Conclusions
Chronic pain increased the risk of COVID-19 ED visits and hospitalizations. Presence of OUD further increased the risk of COVID-19 hospitalizations and the odds of hepatic- and cardiac-related events. Results highlight intersecting risks among a vulnerable population and can inform tailored COVID-19 management.</abstract><cop>England</cop><pub>Oxford University Press</pub><pmid>37651585</pmid><doi>10.1093/pm/pnad121</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-5745-1684</orcidid><orcidid>https://orcid.org/0000-0002-7396-3938</orcidid><orcidid>https://orcid.org/0000-0002-0357-6051</orcidid><oa>free_for_read</oa></addata></record> |
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source | Oxford Journals Online |
subjects | Adult Chronic pain Chronic Pain - epidemiology Comorbidity COVID-19 COVID-19 - epidemiology Drug abuse Drug addiction Emergency medical care Emergency Service, Hospital Heart Hospitalization Humans Infant Insurance Claim Review Liver Medicaid New York - epidemiology Opioid-Related Disorders Retrospective Studies Risk Factors United States - epidemiology |
title | Evaluating chronic pain as a risk factor for COVID-19 complications among New York State Medicaid beneficiaries: a retrospective claims analysis |
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