Independent and joint contributions of physical disability and chronic pain to incident opioid use disorder and opioid overdose among Medicaid patients.
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| Title: | Independent and joint contributions of physical disability and chronic pain to incident opioid use disorder and opioid overdose among Medicaid patients. |
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| Authors: | Hoffman, Katherine L., Milazzo, Floriana, Williams, Nicholas T., Samples, Hillary, Olfson, Mark, Diaz, Ivan, Doan, Lisa, Cerda, Magdalena, Crystal, Stephen, Rudolph, Kara E. |
| Source: | Psychological Medicine. May2024, Vol. 54 Issue 7, p1419-1430. 12p. |
| Subjects: | Substance abuse risk factors, Drug overdose, Chronic pain, Research funding, Descriptive statistics, Treatment effectiveness, Attention, Opioid analgesics, Physician practice patterns, Medicaid, Drug prescribing, People with disabilities, Comorbidity, Patient aftercare, Disease risk factors, Disease complications |
| Abstract: | Background: Chronic pain has been extensively explored as a risk factor for opioid misuse, resulting in increased focus on opioid prescribing practices for individuals with such conditions. Physical disability sometimes co-occurs with chronic pain but may also represent an independent risk factor for opioid misuse. However, previous research has not disentangled whether disability contributes to risk independent of chronic pain. Methods: Here, we estimate the independent and joint adjusted associations between having a physical disability and co-occurring chronic pain condition at time of Medicaid enrollment on subsequent 18-month risk of incident opioid use disorder (OUD) and non-fatal, unintentional opioid overdose among non-elderly, adult Medicaid beneficiaries (2016–2019). Results: We find robust evidence that having a physical disability approximately doubles the risk of incident OUD or opioid overdose, and physical disability co-occurring with chronic pain increases the risks approximately sixfold as compared to having neither chronic pain nor disability. In absolute numbers, those with neither a physical disability nor chronic pain condition have a 1.8% adjusted risk of incident OUD over 18 months of follow-up, those with physical disability alone have an 2.9% incident risk, those with chronic pain alone have a 3.6% incident risk, and those with co-occurring physical disability and chronic pain have a 11.1% incident risk. Conclusions: These findings suggest that those with a physical disability should receive increased attention from the medical and healthcare communities to reduce their risk of opioid misuse and attendant negative outcomes. [ABSTRACT FROM AUTHOR] |
| Copyright of Psychological Medicine is the property of Cambridge University Press and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Psychology and Behavioral Sciences Collection |
| FullText | Text: Availability: 0 |
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| Header | DbId: pbh DbLabel: Psychology and Behavioral Sciences Collection An: 176758411 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Independent and joint contributions of physical disability and chronic pain to incident opioid use disorder and opioid overdose among Medicaid patients. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Hoffman%2C+Katherine+L%2E%22">Hoffman, Katherine L.</searchLink><br /><searchLink fieldCode="AR" term="%22Milazzo%2C+Floriana%22">Milazzo, Floriana</searchLink><br /><searchLink fieldCode="AR" term="%22Williams%2C+Nicholas+T%2E%22">Williams, Nicholas T.</searchLink><br /><searchLink fieldCode="AR" term="%22Samples%2C+Hillary%22">Samples, Hillary</searchLink><br /><searchLink fieldCode="AR" term="%22Olfson%2C+Mark%22">Olfson, Mark</searchLink><br /><searchLink fieldCode="AR" term="%22Diaz%2C+Ivan%22">Diaz, Ivan</searchLink><br /><searchLink fieldCode="AR" term="%22Doan%2C+Lisa%22">Doan, Lisa</searchLink><br /><searchLink fieldCode="AR" term="%22Cerda%2C+Magdalena%22">Cerda, Magdalena</searchLink><br /><searchLink fieldCode="AR" term="%22Crystal%2C+Stephen%22">Crystal, Stephen</searchLink><br /><searchLink fieldCode="AR" term="%22Rudolph%2C+Kara+E%2E%22">Rudolph, Kara E.</searchLink> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Psychological+Medicine%22">Psychological Medicine</searchLink>. May2024, Vol. 54 Issue 7, p1419-1430. 12p. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Substance+abuse+risk+factors%22">Substance abuse risk factors</searchLink><br /><searchLink fieldCode="DE" term="%22Drug+overdose%22">Drug overdose</searchLink><br /><searchLink fieldCode="DE" term="%22Chronic+pain%22">Chronic pain</searchLink><br /><searchLink fieldCode="DE" term="%22Research+funding%22">Research funding</searchLink><br /><searchLink fieldCode="DE" term="%22Descriptive+statistics%22">Descriptive statistics</searchLink><br /><searchLink fieldCode="DE" term="%22Treatment+effectiveness%22">Treatment effectiveness</searchLink><br /><searchLink fieldCode="DE" term="%22Attention%22">Attention</searchLink><br /><searchLink fieldCode="DE" term="%22Opioid+analgesics%22">Opioid analgesics</searchLink><br /><searchLink fieldCode="DE" term="%22Physician+practice+patterns%22">Physician practice patterns</searchLink><br /><searchLink fieldCode="DE" term="%22Medicaid%22">Medicaid</searchLink><br /><searchLink fieldCode="DE" term="%22Drug+prescribing%22">Drug prescribing</searchLink><br /><searchLink fieldCode="DE" term="%22People+with+disabilities%22">People with disabilities</searchLink><br /><searchLink fieldCode="DE" term="%22Comorbidity%22">Comorbidity</searchLink><br /><searchLink fieldCode="DE" term="%22Patient+aftercare%22">Patient aftercare</searchLink><br /><searchLink fieldCode="DE" term="%22Disease+risk+factors%22">Disease risk factors</searchLink><br /><searchLink fieldCode="DE" term="%22Disease+complications%22">Disease complications</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: Background: Chronic pain has been extensively explored as a risk factor for opioid misuse, resulting in increased focus on opioid prescribing practices for individuals with such conditions. Physical disability sometimes co-occurs with chronic pain but may also represent an independent risk factor for opioid misuse. However, previous research has not disentangled whether disability contributes to risk independent of chronic pain. Methods: Here, we estimate the independent and joint adjusted associations between having a physical disability and co-occurring chronic pain condition at time of Medicaid enrollment on subsequent 18-month risk of incident opioid use disorder (OUD) and non-fatal, unintentional opioid overdose among non-elderly, adult Medicaid beneficiaries (2016–2019). Results: We find robust evidence that having a physical disability approximately doubles the risk of incident OUD or opioid overdose, and physical disability co-occurring with chronic pain increases the risks approximately sixfold as compared to having neither chronic pain nor disability. In absolute numbers, those with neither a physical disability nor chronic pain condition have a 1.8% adjusted risk of incident OUD over 18 months of follow-up, those with physical disability alone have an 2.9% incident risk, those with chronic pain alone have a 3.6% incident risk, and those with co-occurring physical disability and chronic pain have a 11.1% incident risk. Conclusions: These findings suggest that those with a physical disability should receive increased attention from the medical and healthcare communities to reduce their risk of opioid misuse and attendant negative outcomes. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of Psychological Medicine is the property of Cambridge University Press and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1017/S003329172300332X Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 12 StartPage: 1419 Subjects: – SubjectFull: Substance abuse risk factors Type: general – SubjectFull: Drug overdose Type: general – SubjectFull: Chronic pain Type: general – SubjectFull: Research funding Type: general – SubjectFull: Descriptive statistics Type: general – SubjectFull: Treatment effectiveness Type: general – SubjectFull: Attention Type: general – SubjectFull: Opioid analgesics Type: general – SubjectFull: Physician practice patterns Type: general – SubjectFull: Medicaid Type: general – SubjectFull: Drug prescribing Type: general – SubjectFull: People with disabilities Type: general – SubjectFull: Comorbidity Type: general – SubjectFull: Patient aftercare Type: general – SubjectFull: Disease risk factors Type: general – SubjectFull: Disease complications Type: general Titles: – TitleFull: Independent and joint contributions of physical disability and chronic pain to incident opioid use disorder and opioid overdose among Medicaid patients. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Hoffman, Katherine L. – PersonEntity: Name: NameFull: Milazzo, Floriana – PersonEntity: Name: NameFull: Williams, Nicholas T. – PersonEntity: Name: NameFull: Samples, Hillary – PersonEntity: Name: NameFull: Olfson, Mark – PersonEntity: Name: NameFull: Diaz, Ivan – PersonEntity: Name: NameFull: Doan, Lisa – PersonEntity: Name: NameFull: Cerda, Magdalena – PersonEntity: Name: NameFull: Crystal, Stephen – PersonEntity: Name: NameFull: Rudolph, Kara E. IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 05 Text: May2024 Type: published Y: 2024 Identifiers: – Type: issn-print Value: 00332917 Numbering: – Type: volume Value: 54 – Type: issue Value: 7 Titles: – TitleFull: Psychological Medicine Type: main |
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