Cannabis Use Rose 900% Among Rheumatology Patients With Major Racial Disparities

NLP analysis of 2.6 million medical records found cannabis use documentation rose 900% among autoimmune patients, with Black and Hispanic patients using cannabis more often for pain and having higher ER utilization.

Falasinnu, Titilola et al.·The journal of pain·2026·Moderate EvidenceRetrospective Cohort
RTHC-08260Retrospective CohortModerate Evidence2026RETHINKTHC RESEARCH DATABASErethinkthc.com/research

Quick Facts

Study Type
Retrospective Cohort
Evidence
Moderate Evidence
Sample
N=5,051

What This Study Found

Cannabis use documentation rose from 0.1% to 1.1% (900% increase) over 2004-2024. 24.5% of patients had at least one note of current use. Pain was the leading motive (37.9%), higher among Black (54.5%) and Hispanic (43.2%) patients. Cannabis users had higher comorbidity, more ER visits (2.1 vs. 1.3/year), more hospitalizations (1.4 vs. 0.9), and more opioid prescriptions (65% vs. 32.7%).

Key Numbers

5,051 patients, 2.6 million notes. 24.5% with current use documented. 900% increase 2004-2024. Black patients: 36.2% use rate, 54.5% for pain. Hispanic: 30.1%, 43.2% for pain. White: 26.5%. Cannabis users: 2.1 ER visits/year vs. 1.3. Opioid scripts: 65% vs. 32.7%.

How They Did This

NLP applied to 2.6 million EHR notes from 5,051 adults with autoimmune rheumatic diseases at a tertiary center (2004-2024). Classifiers achieved F1=0.85 for use status and F1=0.83 for reasons. Analyzed use patterns, reasons, sociodemographic disparities, and healthcare utilization.

Why This Research Matters

Autoimmune patients often use cannabis for pain that persists despite controlled inflammation. The significant racial disparities — with Black and Hispanic patients more likely to use for pain — suggest unequal access to other pain management options.

The Bigger Picture

The fact that cannabis users also have more opioid prescriptions suggests these patients have more severe or refractory pain, not that cannabis is replacing opioids. The racial disparities in pain-motivated use may reflect unequal access to pain management rather than differing preferences.

What This Study Doesn't Tell Us

Single tertiary center. NLP may miss undocumented use. Association between cannabis use and higher healthcare utilization may reflect sicker patients, not cannabis effects. Documentation ≠ actual use rates. Cannabis users may be more willing to discuss use at this center.

Questions This Raises

  • ?Would better pain management reduce cannabis use in these patients?
  • ?Are racial disparities in cannabis-for-pain driven by undertreated pain?
  • ?Could medical cannabis be formally integrated into rheumatology care?

Trust & Context

Key Stat:
Evidence Grade:
Novel NLP methodology with large dataset and validated classifiers, though single-center and observational.
Study Age:
Published in 2026, spanning two decades of EHR data capturing the evolution of cannabis use in rheumatology.
Original Title:
Pharmacoepidemiologic characterization of cannabis use and symptomatology in rheumatology using natural language processing of electronic health record clinic notes.
Published In:
The journal of pain, 39, 105633 (2026)
Database ID:
RTHC-08260

Evidence Hierarchy

Meta-Analysis / Systematic Review
Randomized Controlled Trial
Cohort / Case-ControlFollows or compares groups over time
This study
Cross-Sectional / Observational
Case Report / Animal Study

Looks back at existing records to find patterns.

What do these levels mean? →

Frequently Asked Questions

Are rheumatology patients using cannabis for pain?

Yes — pain was the top reason (37.9% of users), and this was even higher among Black (54.5%) and Hispanic (43.2%) patients. Cannabis users also had more opioid prescriptions, suggesting particularly challenging pain conditions.

Why are there racial differences in cannabis use for pain?

The study can't determine the cause, but possibilities include unequal access to other pain treatments, differences in pain severity or management, and cultural factors. The disparity highlights a potential health equity concern.

Read More on RethinkTHC

Cite This Study

RTHC-08260·https://rethinkthc.com/research/RTHC-08260

APA

Falasinnu, Titilola; Le, Nathan; Wang, Yiyu; Alagappan, Aishwarya; Walker, Andrew; Park, Tricia; Leung, Jerik; Chaichian, Yashaar; Weisman, Michael; Kenney, Martha; Irani, Anushka; Bozkurt, Selen. (2026). Pharmacoepidemiologic characterization of cannabis use and symptomatology in rheumatology using natural language processing of electronic health record clinic notes.. The journal of pain, 39, 105633. https://doi.org/10.1016/j.jpain.2025.105633

MLA

Falasinnu, Titilola, et al. "Pharmacoepidemiologic characterization of cannabis use and symptomatology in rheumatology using natural language processing of electronic health record clinic notes.." The journal of pain, 2026. https://doi.org/10.1016/j.jpain.2025.105633

RethinkTHC

RethinkTHC Research Database. "Pharmacoepidemiologic characterization of cannabis use and s..." RTHC-08260. Retrieved from https://rethinkthc.com/research/falasinnu-2026-pharmacoepidemiologic-characterization-of-cannabis

Access the Original Study

Study data sourced from PubMed, a service of the U.S. National Library of Medicine, National Institutes of Health.

This study breakdown was produced by the RethinkTHC research team. We analyze and report published research findings without making health recommendations. All interpretations are based solely on the published abstract and study data.