ArticlePsychological medicine2024
Independent and joint contributions of physical disability and chronic pain to incident opioid use disorder and opioid overdose among Medicaid patients.
Article in Psychological medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
8 citing papers in PubMed, 8 citations in OpenAlex.
- Repetitive transcranial magnetic stimulation for the treatment of suicidality in opioid use disorder: a pilot feasibility randomized controlled trial.European psychiatry : the journal of the Association of European Psychiatrists · 2025Trial
- Mediation of chronic pain and disability on opioid use disorder risk by pain management practices among adult Medicaid patients, 2016-2019.American journal of epidemiology · 2026Article
- Recanting Twins: Addressing Intermediate Confounding in Mediation Analysis.Statistics in medicine · 2026Article
- Opioid dose, duration, and risk of use disorder in Medicaid patients with musculoskeletal pain.Pain medicine (Malden, Mass.) · 2026Article
- Pitfalls of Using Negative Control Outcomes in Environmental Epidemiology.Current environmental health reports · 2025Article
- Two-stage targeted minimum-loss based estimation for non-negative two-part outcomes.Statistical methods in medical research · 2025Article
- Risk of Opioid Use Disorder in Surgical Patients with Medicaid and Associations with Prescription Opioid Dose and Duration.Journal of pain research · 2025Article
- Pain Management Treatments and Opioid Use Disorder Risk in Medicaid Patients.American journal of preventive medicine · 2024Article
Corrections and comments
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Authors and funding
10 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundChronic 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.
methodsHere, 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).
resultsWe 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.
conclusionsThese 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.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.