Related Experiment Video
Updated: Jun 13, 2026

Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
County-Level Variation in Substance Use Disorder Service Utilization by Insurance Payers and Self-Pay in the United
Beth Han1, Wilson M Compton1, Christopher M Jones2
1National Institute on Drug Abuse, National Institutes of Health, Bethesda, Maryland.
Abstract:
Objectives: To examine county-level variations in and correlates of substance use disorders (SUDs) health service utilization by insurance payers (Medicaid, private insurance, and Medicare) and self-pay.
Abstract:
Methods: Service utilization (the number of health care encounters, visits, admissions, or prescriptions) for SUDs was extracted from the Disease Expenditure 2017-2019 Project. We linked county-level data to drug overdose mortality rates and County Health Rankings, Area Health Resources Files, and Opioid Environment Policy Scan datasets. Descriptive and regression analyses were applied.
Abstract:
Results: During 2017-2019, Medicaid (52.7%) and private insurance (32.3%) financed 85.0% of annual average SUD service expenditures examined, accounting for 50.6% of SUD service utilizations (in number). Across 3,143 counties, the average annual county-level number of SUD service utilizations was 5.2 (95% CI =5.1-5.3) per 1,000 county residents. Self-pay individuals had the highest average county-level number of SUD service utilizations (8.6, 95% CI =8.4-8.6 per 1,000 county residents), followed by Medicaid beneficiaries (6.9, 95% CI =6.6-7.1 per 1,000 county Medicaid enrollees) and those paid by private insurance (2.8, 95% CI =2.7-2.8 per 1,000 privately insured county residents). County-level percentage of uninsured adults was negatively associated with SUD service utilization overall (standardized β = -.45, the highest across examined variables, P<.0001), accounting for 23.0% of its variance. SUD-related health care resource indicators explained 2.3%.
Abstract:
Conclusions: Across all examined payers, Medicaid funded a disproportionate share-over 50%-of SUD service expenditures. Findings quantified the substantial impact of county-level adult uninsured rates on SUD health service utilization, highlighting the pivotal role of health insurance in supporting access to and utilization of SUD services.
More Related Videos
09:29Investigating Drivers of Antireward in Addiction Behavior with Anatomically Specific Single-Cell Gene Expression Methods
Published on: August 4, 2022
10:17High-throughput and Comprehensive Drug Surveillance Using Multisegment Injection-Capillary Electrophoresis-Mass Spectrometry
Published on: April 23, 2019
Related Concept Videos
Substance Use Disorders Affecting Sleep
Understanding the concepts of physical dependence,...
Healthcare Agencies II
Parish nursing is a growing specialty nursing profession that focuses on holistic healthcare, health promotion, and illness prevention. It blends professional nursing practice with a health ministry, focusing on health and healing within the context of a Christian community. Parish nurses serve as health educators, referral sources, and lay...
Dosage Regimen: Individualization
Drug Abuse and Addiction: Pharmacological Phenomena
Drug Classes and Categories
Prescription, Nonprescription and Orphan Drugs
The misuse and addiction to prescription drugs is a growing problem that can affect people of all age groups, specifically teenagers. This can happen when prescription medications are used in ways not intended by the prescriber, such as taking someone else's prescription or using medication for...