Differential associations between social determinants of health and the initiation of medications for opioid use disorder across care settings

Abstract Objective This study investigated associations between social determinants of health (SDoH) and time to MOUD initiation across care settings, providing insights for targeted interventions to promote equitable care for OUD patients. Material and Methods We linked patient-level electronic health records (EHRs) from a regional integrated health system with census-tract–level SDoH from the Population Level Analysis and Community Estimates (PLACES) database. The study cohort included patients newly diagnosed with OUD (including overdose) between 2000 and 2024. We assessed temporal trends in newly diagnosed OUD cases and MOUD prescriptions, mapped the spatial correlation between OUD cases and the Area Deprivation Index, and used multivariable regression models to quantify associations between SDoH and MOUD initiation, adjusting for demographics, insurance type, and comorbidities. Analyses were stratified by care setting (emergency department, inpatient, and outpatient) to examine setting-specific associations. Results During 2000-2024, 51,521 patients with OUD or opioid overdose, among whom 14,858 (28.8%) received MOUD. OUD diagnoses peaked at 3,787 cases in 2017, then declined by 42.1% to 2,191 cases in 2024. MOUD initiation, especially buprenorphine, steadily increased throughout the study period. Geospatial analyses revealed more OUD cases in high-ADI neighborhoods. In multivariate analyses, older age and Black or African American race were associated with slower MOUD initiation. In the stratified analyses by care setting, significant associations between SDoH and MOUD initiation were primarily observed in the outpatient setting, though effect sizes were modest. Conclusions Integrating neighborhood-level SDoH with EHRs can uncover care-setting-specific disparities in treatment initiation and identify neighborhoods with unmet treatment needs.

Authors

Institutions

Publication Details

Journal
npj Health Systems
Published
2026-08-20
DOI
https://doi.org/10.1038/s44401-026-00147-3
Primary Topic
Food Security and Health in Diverse Populations
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Differential associations between social determinants of health and the initiation of medications for opioid use disorder across care settings

Adam Wilcox, Linying Zhang, Zhen Luo
1 links
npj Health Systems
Food Security and Health in Diverse Populations
article

Differential associations between social determinants of health and the initiation of medications for opioid use disorder across care settings

Adam Wilcox, Linying Zhang, Zhen Luo
article en

Abstract

Abstract Objective This study investigated associations between social determinants of health (SDoH) and time to MOUD initiation across care settings, providing insights for targeted interventions to promote equitable care for OUD patients. Material and Methods We linked patient-level electronic health records (EHRs) from a regional integrated health system with census-tract–level SDoH from the Population Level Analysis and Community Estimates (PLACES) database. The study cohort included patients newly diagnosed with OUD (including overdose) between 2000 and 2024. We assessed temporal trends in newly diagnosed OUD cases and MOUD prescriptions, mapped the spatial correlation between OUD cases and the Area Deprivation Index, and used multivariable regression models to quantify associations between SDoH and MOUD initiation, adjusting for demographics, insurance type, and comorbidities. Analyses were stratified by care setting (emergency department, inpatient, and outpatient) to examine setting-specific associations. Results During 2000-2024, 51,521 patients with OUD or opioid overdose, among whom 14,858 (28.8%) received MOUD. OUD diagnoses peaked at 3,787 cases in 2017, then declined by 42.1% to 2,191 cases in 2024. MOUD initiation, especially buprenorphine, steadily increased throughout the study period. Geospatial analyses revealed more OUD cases in high-ADI neighborhoods. In multivariate analyses, older age and Black or African American race were associated with slower MOUD initiation. In the stratified analyses by care setting, significant associations between SDoH and MOUD initiation were primarily observed in the outpatient setting, though effect sizes were modest. Conclusions Integrating neighborhood-level SDoH with EHRs can uncover care-setting-specific disparities in treatment initiation and identify neighborhoods with unmet treatment needs.

npj Health SystemsVol. 3(1)
Brigham and Women's Hospital (US), Harvard University (US), Washington University in St. Louis (US)
National Institute on Drug Abuse
Openalex Percentile: Top 100%
Food Security and Health in Diverse Populations
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.