Associations between pain-management treatments and opioid use disorder risk among Medicaid patients
Abstract: Introduction: Chronic pain patients are at increased risk of opioid-misuse. Less is known about the unique risk conferred by each pain-management treatment, as treatments are typically implemented together, confounding their independent effects. We estimated the extent to which pain-management strategies were associated with risk of incident opioid use disorder (OUD) for those with chronic pain, controlling for baseline demographic and clinical confounding variables and holding other pain-management treatments at their observed levels. Methods: We used data from two chronic pain subgroups within a cohort of non-pregnant Medicaid patients aged 35-64 years, 2016-2019, from 25 states: 1) those with a chronic pain condition co-morbid with physical disability (N=6,133) or 2) those with chronic pain without disability (N=67,438). We considered 9 pain-management treatments: prescription opioid i) dose and ii) duration; iii) number of opioid prescribers; opioid co-prescription with iv) benzodiazepines, v) muscle relaxants, and vi) gabapentinoids; vii) non-opioid pain prescription, viii) physical therapy, and ix) other pain treatment modality. Our outcome was incident OUD. Results: Having an opioid and gabapentin co-prescription or an opioid and benzodiazepine co-prescription was statistically significantly associated with a 16-46% increased risk of OUD. Opioid dose and duration also were significantly associated with increased risk of OUD. Physical therapy was significantly associated with an 11% decreased risk of OUD in the subgroup with chronic pain but no disability. Conclusions: Co-prescription of opioids with either gabapentin or benzodiazepines may substantially increase risk of OUD. More positively, physical therapy may be a relatively accessible and safe pain-management strategy.
- Accessed: 2023-10-25.
- National Institute on Drug Abuse . Drug Overdose Death Rates. https://nida.nih.gov/research-topics/trends-statistics/overdose-death-rates 2023. Accessed: 2023-10-25.
- Centers for Medicare & Medicaid Services . Ongoing emergencies & disasters 2020. https://www.cms.gov/About-CMS/Agency-Information/Emergency/EPRO/Current-Emergencies/Ongoing-emergencies Accessed: 2020-07-11.
- Volkow N. D., McLellan A. T.. Opioid abuse in chronic pain—misconceptions and mitigation strategies New England Journal of Medicine. 2016;374:1253–1263.
- Kuehn B. M.. Growing role of gabapentin in opioid-related overdoses highlights misuse potential and off-label prescribing practices JAMA. 2022;328:1283–1285.
- Thomas E. A., Garland E. L.. Mindfulness is associated with increased hedonic capacity among chronic pain patients receiving extended opioid pharmacotherapy The Clinical Journal of Pain. 2017;33:166.
- Rupp K., Riley G. F.. Longitudinal patterns of Medicaid and Medicare coverage among disability cash benefit awardees Soc. Sec. Bull.. 2012;72:19.
- McLean K.. "There’s nothing here": deindustrialization as risk environment for overdose. International Journal of Drug Policy. 2016;29:19–26.
- Monnat S. M.. Factors associated with county-level differences in us drug-related mortality rates American Journal of Preventive Medicine. 2018;54:611–619.
- Krueger A. B.. Where have all the workers gone? An inquiry into the decline of the US labor force participation rate Brookings papers on economic activity. 2017;2017:1.
- Haneuse S., Rotnitzky A.. Estimation of the effect of interventions that modify the received treatment Statistics in Medicine. 2013;32:5260–5277.
- Muñoz I. D., Van Der Laan M.. Population intervention causal effects based on stochastic interventions Biometrics. 2012;68:541–549.
- R package version 1.6.0.1.
- Friedman J. H.. Multivariate Adaptive Regression Splines The Annals of Statistics. 1991;19:1 – 67.
- Venables W. N., Ripley B. D.. Modern Applied Statistics with S. New York: Springerfourth ed. 2002. ISBN 0-387-95457-0.
- Wright M. N., Ziegler A.. ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R Journal of Statistical Software. 2017;77:1–17.
- George S. Z., Goode A. P.. Physical therapy and opioid use for musculoskeletal pain management: competitors or companions? Pain Peports. 2020;5:e827.
- Kaiser Family Foundation . Medicaid’s Role in Addressing the Opioid Epidemic 2019, url: https://www.kff.org/infographic/medicaids-role-in-addressing-opioid-epidemic/.
- Foundation K. F.. Status of State Medicaid Expansion Decisions: Interactive Map 2020, url: https://www.kff.org/medicaid/issue-brief/status-of-state-medicaid-expansion-decisions-interactive-map/.
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