ArticleCureus2020
Inpatient Opioid Use Disorder and Social Determinants of Health: A Nationwide Analysis of the National Inpatient Sample (2012-2014 and 2016-2017).
Article in Cureus, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
What it found
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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.
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Who cites it
19 citing papers in PubMed, 24 citations in OpenAlex.
- Local level of social inequity moderates implementation of evidence-based practices tailored to minoritized populations to reduce opioid overdose deaths.Journal of substance use and addiction treatment · 2026Trial
- Treatment Initiation, Substance Use Trajectories, and the Social Determinants of Health in Persons Living With HIV Seeking Medication for Opioid Use Disorder.Substance abuse · 2023Trial
- Opioid use disorder and dementia risk: evidence from observational and genetic analyses in diverse ancestry cohorts.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Observational trial of the preventive impact of a social risk factor focused program for co-occurring opioid and methamphetamine use disorders and suicide risk in parents: study protocol.Addiction science & clinical practice · 2026Article
- Navigating Substance Use Care in the Emergency Department: A Scoping Review.Journal of the American College of Emergency Physicians open · 2026Review
- Demographic, Social, Behavioral, and Clinical Characteristics Associated with Long-Term Opioid Therapy and Any Opioid Prescription in High-Risk VA Patients.Journal of general internal medicine · 2025Article
- Healthcare utilization trends among patients with opioid use disorder in U.S. Hospitals: an analysis of length of stay, total charges, and costs, 2005-2020.BMC health services research · 2025Article
- Community-level factors influencing the duration of buprenorphine treatment in individuals with opioid use disorder: a cohort study using US longitudinal claims data.BMJ public health · 2025Article
- Addressing Children and Families within the National Drug Control Strategy.Parenting, science and practice · 2024Article
- Emergency Department-Based Medication for Opioid Use Disorder Program: Addressing Gaps in Linkages to Care.Cureus · 2024Article
- Development and validation of a community-level social determinants of health index for drug overdose deaths in the HEALing Communities Study.Journal of substance use and addiction treatment · 2024Article
- Community-level determinants of stakeholder perceptions of community stigma toward people with opioid use disorders, harm reduction services and treatment in the HEALing Communities Study.The International journal on drug policy · 2023Article
- Social determinants of health derived from people with opioid use disorder: Improving data collection, integration and use with cross-domain collaboration and reproducible, data-centric, notebook-style workflows.Frontiers in medicine · 2023Article
- Sex-Differences in Pain and Opioid Use Disorder Management: A Cross-Sectional Real-World Study.Biomedicines · 2022Article
- County social isolation and opioid use disorder among older adults: A longitudinal analysis of Medicare data, 2013-2018.Social science & medicine (1982) · 2022Article
- Article
- Buprenorphine Use and the Risk of Dental Adverse Events in Patients With Opioid Use Disorder.Substance use : research and treatmentArticle
- Housing instability and economic insecurity across the continuum of active substance use, treatment, and recovery among women involved in the criminal legal system.Women's health (London, England)Article
- Z-Coding for Social Contributors to Health in Colorado Federally Qualified Health Centers.Nursing researchArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective To evaluate the trends and relationship of inpatient presentations of Social Determinant of Health (SDOH) with superimposed Opioid Use Disorder (OUD), comparing 2012-2014 (ICD-9) and 2016-2017(ICD-10). Methods We used the Nationwide Inpatient Sample (NIS) from the Healthcare Cost and Utilization Project (HCUP). We identified OUD among patients with any record of SDOH as the primary or secondary diagnosis using the International Classification of Diseases (ICD)-9/10 codes. A weighted SDOH sample size of 3,002,558 (2.8%) and 1,254,899(1.8%) was included for 2012-2014 and 2016-2017, respectively. The main predictors include census division, race, gender, and covariates, including age, income, disposition, payer, rural-urban classification, and combined SDOH indicator, which was used as a control variable in the regression analysis. The study provides a descriptive analysis of the social determinant of health in relation to OUD. We also evaluated the rate of the presentation by age group and race. Results A sample of 367,960 (12%) and 153,535 (12%) OUD presentations with SDOH indicators were identified for 2012-2014 and 2016-2017, respectively. An increase in housing difficulties between 2016-2017 (45%) as compared to 2012-2014 (20%) was observed. A statistically significant higher odds of presentation among black and other races were observed. There was significant variance in the presentation by region with Middle Atlantic with OR-2.04, 95 C. I (1.98, 2.10) and East North Central with OR-1.94, 95 C. I (1.89, 1.99). Higher admissions were observed for both 2012-2014 and 2016-2017 among patients without any payment method classified as no charge. Statistically significant relationships (p<0.05) were also observed among low income <$54,000 OR-1.01, 95 C. I (0.99, 1.04), Housing OR-1.49, 95 C. I (1.47, 1.52), Primary Support OR-0.93, 95 C. I (0.90, 0.95), Employment OR-1.37, 95 C. I (1.35, 1.39), Psychosocial OR-1.63, 95 C. I (1.59, 1.67), Age group 25-34 OR-15.64, 95 C. I (14.20, 17.22), 35-44 OR-29.07, 95 C. I (26.45, 31.95) in both 2012-2014 and 2016-2017. Conclusion SDOH has a direct impact on inpatient OUD presentations. Socio-economic disparities exist in all census regions, race, sex, and rural-urban demographics. Interventions aimed at reducing the incidence and risk of OUD should focus on specific local dynamics using a multidisciplinary, data-driven quality improvement (QI) approach to address the root cause of presentations effectively. A community-based approach to addressing SDOH through collaboration with care providers could play a substantial role in decreasing length of stay (LOS), cost, and potential readmission among these populations.
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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.