Evidence map›Paper›PMID 37974483›Full record

ArticlePsychological medicine2024

Independent and joint contributions of physical disability and chronic pain to incident opioid use disorder and opioid overdose among Medicaid patients.

Katherine L Hoffman, Floriana Milazzo, Nicholas T Williams, Hillary Samples, Mark Olfson, Ivan Diaz, Lisa Doan, Magdalena Cerda, Stephen Crystal, Kara E Rudolph

Open access · greenAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
2.3field-weighted citation impact, top 11% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 8 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 3 institutions in 1 country.

Katherine L HoffmanDepartment of Epidemiology, Mailman School of Public Health, Columbia University, New York, USA.
Floriana MilazzoDepartment of Epidemiology, Mailman School of Public Health, Columbia University, New York, USA.
Nicholas T WilliamsDepartment of Epidemiology, Mailman School of Public Health, Columbia University, New York, USA.
Hillary SamplesRutgers Institute for Health, Rutgers University, New Brunswick, USA.
Mark OlfsonDepartment of Epidemiology, Mailman School of Public Health, Columbia University, New York, USA.
Ivan DiazNew York University Grossman School of Medicine.
Lisa DoanNew York University Grossman School of Medicine.
Magdalena CerdaNew York University Grossman School of Medicine.
Stephen CrystalRutgers Institute for Health, Rutgers University, New Brunswick, USA.
Kara E RudolphDepartment of Epidemiology, Mailman School of Public Health, Columbia University, New York, USA.ORCID 0000-0002-9417-7960
Columbia University · USNew York University · USRutgers, The State University of New Jersey · US

Funding

Role of disability and pain in opioid overdose: mechanism and risk mitigationR01DA053243 · NIDA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Kara Elizabeth Rudolph · 2022 to 2026
$3.1M
Opioid Overdoses among Medicaid Beneficiaries: Predictors, Outcomes, and State Policy EffectsR01DA047347 · NIDA · RUTGERS, THE STATE UNIV OF N.J. · PI CRYSTAL, STEPHEN · 2019 to 2022
$3.1M
Multi-level associations between opioid use and overdose: Individual, clinical, and population-based risk factors for fatalityK01DA049950 · NIDA · RUTGERS BIOMEDICAL/HEALTH SCIENCES-RBHS · PI SAMPLES, HILLARY · 2020 to 2024
$981k
NIDA NIH HHS K01 DA049950NIDA NIH HHS R01 DA047347NIDA NIH HHS R01 DA053243
6 · The paper itself

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.

Indexed as

Chronic PainDrug OverdoseOpiate OverdoseOpioid-Related DisordersAdultAnalgesics, OpioidChronic DiseaseHumansMedicaidMiddle AgedPractice Patterns, Physicians'United StatesAnalgesics, Opioidcausal inferencechronic paindisabilityMedicaidopioid use disorderoverdosephysical disability

Identifiers

PMID37974483
PMCPMC10994776
OpenAlexW4388769678

What OpenQuestion holds

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Registered trials

None linked

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.