• Who we are
    • About us
    • Our values
    • Environmental, social & governance
    • Therapeutic areas
  • What we do
    • Consulting (Acsel Health)
    • HEOR & market access
    • Scientific communications
    • Creative communications
    • Patient engagement
  • Insights
  • News & Events
  • Join us
    • Careers
    • Reasons to join
  • Contact us
  • Menu Menu

Publication Library / Publications

Impact of medical marijuana legalization on opioid use, chronic opioid use, and high-risk opioid use

Objective

To determine the association of medical marijuana legalization with prescription opioid utilization.

Methods

A 10% sample of a nationally representative database of commercially insured population was used to gather information on opioid use, chronic opioid use, and high-risk opioid use for the years 2006-2014. Adults with pharmacy and medical benefits for the entire calendar year were included in the population for that year. Multilevel logistic regression analysis, controlling for patient, person-year, and state-level factors, were used to determine the impact of medical marijuana legalization on the three opioid use measures. Sub-group analysis among cancer-free adults and cancer-free adults with at least one chronic non-cancer pain condition in the particular year were conducted. Alternate regression models were used to test the robustness of our results including a fixed effects model, an alternate definition for start date for medical marijuana legalization, a person-level analysis, and a falsification test.

Results

The final sample included a total of 4,840,562 persons translating into 15,705,562 person years. Medical marijuana legalization was found to be associated with a lower odds of any opioid use: OR?=?0.95 (0.94-0.96), chronic opioid use: OR?=?0.93 (0.91-0.95), and high-risk opioid use: OR?=?0.96 (0.94-0.98). The findings were similar in both the sub-group analyses and all the sensitivity analyses. The falsification tests showed no association between medical marijuana legalization and prescriptions for antihyperlipidemics (OR?=?1.00; CI 0.99-1.01) or antihypertensives (OR?=?1.00; CI 0.99-1.01).

Conclusions

In states where marijuana is available through medical channels, a modestly lower rate of opioid and high-risk opioid prescribing was observed. Policy makers could consider medical marijuana legalization as a tool that may modestly reduce chronic and high-risk opioid use. However, further research assessing risk versus benefits of medical marijuana legalization and head to head comparisons of marijuana versus opioids for pain management is required.

Authors A Shah, C J Hayes, M Lakkad, B C Martin
Journal Journal of General Internal Medicine
Therapeutic Area Neurology
Center of Excellence Real-world Evidence & Data Analytics
Year 2019
Read full article

Services

  • Consulting
  • HEOR & market access
  • Scientific communications
  • Creative communications
  • Patient engagement

Company

  • About Us
  • Our values
  • Environmental, social & governance
  • Our commitment to rare disease
  • Careers
  • Reasons to join
  • News & insights
  • Events
  • Locations & contact

Legal and Governance

  • Terms of use
  • Privacy notice
  • Cookie policy
  • IT security measures
  • Modern slavery statement
  • Disclosure UK – ABPI
  • Looking for OpenHealth Company?
  • Legal statements & documents
  • Global ethical business conduct code
  • Suppliers
footer-logo-mark
  • Twitter
  • Linkedin
  • Instagram
  • Facebook

© Copyright OPEN Health 2025. All rights reserved. OPEN Health is a registered trademark.

backtotop-arrow
Scroll to top