Mediation of chronic pain and disability on opioid use disorder risk by pain management practices among adult Medicaid patients, 2016-2019

We estimated the extent to which different pain management practices, considered together as well as individually, mediated the relationship between chronic pain or physical disability and new-onset opioid use disorder (OUD) in a large cohort of adult Medicaid patients. Considering the plausibility of the assumptions required to identify different mediational estimands, we estimated natural indirect effects when considering mediation through the group of mediators together and estimated interventional indirect effects when considering mediation through each pain management practice individually. We estimated each effect using a nonparametric one-step estimator. The pain management variables we examined mediated all of the total effect of chronic pain on OUD risk and nearly half of the total effect of physical disability on OUD risk. High-dose, long-duration opioid prescribing and co-prescription of opioids with benzodiazepines, gabapentinoids, and muscle relaxants each contributed substantially to the increased risk of OUD due to chronic pain (contributing to 10-37% of the overall effect) and more moderately to the increased risk of OUD due to physical disability (contributing to 3-19% of the overall effect). Antidepressant or anti-inflammatory prescribing and physical therapy generally did not contribute to increased OUD risk, and, in some cases, even contributed to small reductions in risk.

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Publication Details

Journal
American Journal of Epidemiology
Published
2025-04-26
DOI
https://doi.org/10.1093/aje/kwaf093
Primary Topic
Opioid Use Disorder Treatment
Type
article
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article

Mediation of chronic pain and disability on opioid use disorder risk by pain management practices among adult Medicaid patients, 2016-2019

Nicholas Williams, Eric A. Hoffman, Lisa Doan, Hillary Samples et al.
American Journal of Epidemiology
Opioid Use Disorder Treatment
article

Mediation of chronic pain and disability on opioid use disorder risk by pain management practices among adult Medicaid patients, 2016-2019

Nicholas Williams, Eric A. Hoffman, Lisa Doan, Hillary Samples, Rachael K. Ross, Floriana Milazzo, Stephen Crystal, Kara E. Rudolph, Yan Gao, Magdalena Cerdá, Iván Díaz, Sarah Forrest, Shodai Inose, Mark Olfson
article en

Abstract

We estimated the extent to which different pain management practices, considered together as well as individually, mediated the relationship between chronic pain or physical disability and new-onset opioid use disorder (OUD) in a large cohort of adult Medicaid patients. Considering the plausibility of the assumptions required to identify different mediational estimands, we estimated natural indirect effects when considering mediation through the group of mediators together and estimated interventional indirect effects when considering mediation through each pain management practice individually. We estimated each effect using a nonparametric one-step estimator. The pain management variables we examined mediated all of the total effect of chronic pain on OUD risk and nearly half of the total effect of physical disability on OUD risk. High-dose, long-duration opioid prescribing and co-prescription of opioids with benzodiazepines, gabapentinoids, and muscle relaxants each contributed substantially to the increased risk of OUD due to chronic pain (contributing to 10-37% of the overall effect) and more moderately to the increased risk of OUD due to physical disability (contributing to 3-19% of the overall effect). Antidepressant or anti-inflammatory prescribing and physical therapy generally did not contribute to increased OUD risk, and, in some cases, even contributed to small reductions in risk.

American Journal of Epidemiology
Rutgers, The State University of New Jersey (US), New York Psychoanalytic Society and Institute (US), Rutgers Sexual and Reproductive Health and Rights (NL), Rütgers (Germany) (DE), New York State Psychiatric Institute, New York University (US), Columbia University (US)
Openalex Percentile: Top 87%
Opioid Use Disorder Treatment
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