Back

Integrating Census Data with Electronic Health Records to Assess the Impact of Social Determinants of Health on Opioid Use Disorder

Luo, Z.; Fan, R.; Song, W.; Wilcox, A.; Zhang, L.

2025-06-24 health informatics
10.1101/2025.06.23.25330147 medRxiv
Show abstract

ObjectiveThis 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 MethodsWe 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. ResultsDuring 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. ConclusionsIntegrating neighborhood-level SDoH with EHRs can uncover care-setting-specific disparities in treatment initiation and identify neighborhoods with unmet treatment needs.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
International Journal of Drug Policy
11 papers in training set
Top 0.1%
34.7%
2
Drug and Alcohol Dependence
37 papers in training set
Top 0.1%
7.3%
3
JAMIA Open
37 papers in training set
Top 0.4%
3.7%
4
Preventive Medicine Reports
14 papers in training set
Top 0.1%
3.6%
5
PLOS ONE
4510 papers in training set
Top 38%
3.6%
50% of probability mass above
6
JMIR Public Health and Surveillance
45 papers in training set
Top 0.6%
3.6%
7
International Journal of Medical Informatics
25 papers in training set
Top 0.5%
3.1%
8
eClinicalMedicine
55 papers in training set
Top 0.1%
3.1%
9
BMJ Open
554 papers in training set
Top 7%
2.6%
10
Journal of the American Medical Informatics Association
61 papers in training set
Top 0.9%
2.6%
11
npj Digital Medicine
97 papers in training set
Top 2%
1.9%
12
BMC Health Services Research
42 papers in training set
Top 1%
1.7%
13
Scientific Reports
3102 papers in training set
Top 57%
1.7%
14
JAMA Network Open
127 papers in training set
Top 2%
1.7%
15
Nature Communications
4913 papers in training set
Top 53%
1.5%
16
The Lancet Digital Health
25 papers in training set
Top 0.6%
1.2%
17
Journal of General Internal Medicine
20 papers in training set
Top 0.7%
1.1%
18
Biological Psychiatry
119 papers in training set
Top 2%
1.0%
19
BMC Medicine
163 papers in training set
Top 5%
1.0%
20
Journal of Medical Internet Research
85 papers in training set
Top 4%
0.9%
21
JMIR Medical Informatics
17 papers in training set
Top 1%
0.8%
22
Journal of Affective Disorders
81 papers in training set
Top 2%
0.8%
23
Journal of Biomedical Informatics
45 papers in training set
Top 1%
0.8%
24
Frontiers in Public Health
140 papers in training set
Top 8%
0.7%
25
Frontiers in Digital Health
20 papers in training set
Top 1%
0.7%
26
BJPsych Open
25 papers in training set
Top 0.8%
0.7%
27
Pharmacology Research & Perspectives
11 papers in training set
Top 0.4%
0.5%
28
BMC Public Health
147 papers in training set
Top 7%
0.5%
29
Acta Neuropsychiatrica
12 papers in training set
Top 1%
0.5%
30
International Journal of Environmental Research and Public Health
124 papers in training set
Top 8%
0.5%