ArticleJAMA network open2023
Medical Costs of Substance Use Disorders in the US Employer-Sponsored Insurance Population.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it, 29 citations in OpenAlex.
- Evidence-based framework for identifying opioid use disorder in administrative data: A systematic review and methodological development study.Pain medicine (Malden, Mass.) · 2026Pooled it
- Cost-Effectiveness of the START Hospital Addiction Consultation Service for Opioid Use Disorder Treatment.JAMA network open · 2026Trial
- Implementing Care for Cannabis and Other Drug Use in Adult Primary Care: Outcomes of a Cluster-Randomized Implementation Trial.American journal of preventive medicine · 2026Trial
- Cocaine abstinence during the "critical period" of a contingency management trial predicts future abstinence in people with cocaine use disorder.Drug and alcohol dependence · 2023Trial
- Receipt of Pharmacotherapy and Association with Healthcare Utilization Among US Adults with Alcohol or Opioid Use Disorder, 2022-2023.Journal of general internal medicine · 2026Article
- Assessing usability and acceptability of a VR digital therapeutic for treatment of substance use disorders.Journal of social work practice in the addictions · 2026Article
- Using Multistate Models and Qualitative Interviews to Comprehensively Characterize Substance Use Disorder Care Transitions in a US Health Care System: Protocol for a Mixed-Methods Study.JMIR research protocols · 2026Article
- Global changes in gene expression and splicing in alcoholic liver disease.Scientific reports · 2026Article
- Treatment gaps for opioid use disorder among commercially insured US surgical patients, 2016-2022.Regional anesthesia and pain medicine · 2026Article
- Economic Impact of an Employer-Sponsored Integrated Digital Intervention Targeting Substance Use Disorders: Return on Investment Analysis.Telemedicine journal and e-health : the official journal of the American Telemedicine Association · 2025Article
- Global Changes in Gene Expression and Splicing in Alcoholic Liver Disease.Research square · 2025Article
- Substance use and use disorders among Veterans on long-term opioid therapy.Drug and alcohol dependence reports · 2025Article
- Decreased anxiety through haptic technology patch usage: A case-control comparison.Journal of family medicine and primary care · 2025Article
- Empirical Derivation and Prediction of Treatment Trajectories in Harmonized AUD Clinical Trial Datasets.Addiction biology · 2025Article
- Annual medical expenditure associated with short sleep in China: estimates from a nationally representative sample.SSM - population health · 2025Article
- Pharmacotherapy for Alcohol Use Disorder Is Underutilized Among Commercially Insured Adults With Alcohol-Associated Liver Disease.Gastro hep advances · 2025Article
- Racial/Ethnic differences in emergency department triage assignment among visits for substance use.PloS one · 2025Article
- Economic Evaluation of Extended-Release Amphetamine (Dyanavel XR) Among Individuals with Attention-Deficit/Hyperactivity Disorder From a United States Societal Perspective.ClinicoEconomics and outcomes research : CEOR · 2025Article
- Cannabis Use, Use Disorder, and Workplace Absenteeism in the U.S., 2021-2022.American journal of preventive medicine · 2024Article
- Epidemiology and Health Care Burden of Alcohol Use Disorder.Clinics in liver disease · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 2 institutions in 1 country.
Funding
Abstract
Importance: Direct costs of substance use disorders (SUDs) in the United States are incurred primarily among the working-age population. Quantifying the medical cost of SUDs in the employer-sponsored insurance (ESI) population can improve understanding of how SUDs are affecting workplaces and inform decision-making on the value of prevention strategies. Objective: To estimate the annual attributable medical cost of SUDs in the ESI population from the health care payer perspective. Design, Setting, and Participants: In this economic evaluation, Merative MarketScan 2018 databases were weighted to represent the non-Medicare eligible ESI population. Regression and mathematical modeling of medical expenditures controlled for insurance enrollee demographic, clinical, and insurance factors to compare enrollees with and without an SUD diagnosis to identify the annual attributable medical cost of SUDs. Data analysis was conducted from January to March 2022. Exposures: International Statistical Classification of Diseases, Tenth Revision, Clinical Modification SUD diagnoses on inpatient or outpatient medical records according to Clinical Classifications Software categories (alcohol-, cannabis-, hallucinogen-, inhalant-, opioid-, sedative-, stimulant-, and other substance-related disorders). Main Outcomes and Measures: Annual SUD medical cost in the ESI population overall and by substance type (eg, alcohol). Number of enrollees with an SUD diagnosis and the annual mean cost per affected enrollee of SUD diagnosis (any and by substance type) are also reported. Results: Among 162 million ESI enrollees, 2.3 million (1.4%) had an SUD diagnosis in 2018. The regression analysis sample included 210 225 individuals with an SUD diagnosis (121 357 [57.7%] male individuals; 68 325 [32.5%] aged 25-44 years) and 1 049 539 individuals with no SUD diagnosis. The mean annual medical cost attributable to SUD diagnosis per affected enrollee was $15 640 (95% CI, $15 340-$15 940), and the total annual medical cost in the ESI population was $35.3 billion (2018 USD). Alcohol use disorder ($10.2 billion) and opioid use disorder ($7.3 billion) were the most costly. Conclusions and Relevance: In this economic evaluation of medical expenditures in the ESI population, the per-person and total medical costs of SUDs were substantial. Strategies to support employees and their health insurance dependents to prevent and treat SUDs can be considered in terms of potentially offsetting the existing high medical cost of SUDs. Medical expenditures for SUDs represent the minimum direct cost that employers and health insurers face because not all people with SUDs have a diagnosis, and costs related to absenteeism, presenteeism, job retention, and mortality are not addressed.
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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.