Evidence map›Paper›PMID 41410844›Full record

ArticleJournal of racial and ethnic health disparities2025

Social Determinants of Health and Patient-Level Characteristics Associated with Opioid Use for Chronic Pain.

John C Licciardone, Arnav Mohanty, Madeline Neff, Purvee Patel, Nikhil Godiyal, Subhash Aryal

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Article in Journal of racial and ethnic health disparities, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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5 · Who and what money

Authors and funding

6 authors.

John C LicciardoneUniversity of North Texas Health Science Center, Fort Worth, TX, USA. john.licciardone@unthsc.edu.
Arnav MohantyUniversity of North Texas Health Science Center, Fort Worth, TX, USA.
Madeline NeffUniversity of North Texas Health Science Center, Fort Worth, TX, USA.
Purvee PatelUniversity of North Texas Health Science Center, Fort Worth, TX, USA.
Nikhil GodiyalUniversity of North Texas Health Science Center, Fort Worth, TX, USA.
Subhash AryalJohns Hopkins University, Baltimore, MD, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionSocial determinants of health are gaining prominence in pain research. This study measured the association between residing in disadvantaged neighborhoods in the United States and using opioids for chronic low back pain.

methodsThis retrospective cohort study included patients from a national pain research registry from April 2016 through August 2024. Patients were classified using quintile rankings for disadvantaged neighborhoods based on the Area Deprivation Index (ADI). Frequency of opioid use was measured at quarterly intervals for 12 months. Multivariable analysis adjusted for patient-level demographic, behavioral, psychological, and clinical characteristics.

resultsThe mean (SD) age of 1757 patients was 53.1 (13.1) years, and 1298 (73.9%) were female. The 7738 patient encounters initially demonstrated a dose-response with higher ADI quintiles associated with more frequent opioid use. In multivariable analysis, ADI quintiles were no longer associated with frequency of opioid use. Non-White patients used opioids more often than White patients (OR, 1.38; 95% CI, 1.09-1.75), whereas Hispanic patients used opioids less often than non-Hispanic patients (OR, 0.66; 95% CI, 0.47-0.93). Similarly, when compared with non-Hispanic White referents, Black patients used opioids more often (OR, 1.53; 95% CI, 1.18-1.97) and Hispanic patients used opioids less often (OR, 0.68; 95% CI, 0.47-0.97).

conclusionsThe association of ADI quintile with frequency of opioid use was obviated after controlling for patient-level characteristics. Black and Hispanic patients reported divergent frequencies of opioid use. Policymakers, administrators, researchers, and clinicians should exercise caution when extrapolating results based on aggregate measures of social determinants of health to individual patients.

Indexed as

Area Deprivation IndexChronic painHealth disparitiesOpioid therapySocial determinants of health

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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.