Effect of Age on Opioid Prescribing, Overdose, and Mortality in Massachusetts, 2011 to 2015

UMMS Affiliation

Department of Medicine, Division of Preventive and Behavioral Medicine; UMass Worcester Prevention Research Center

Publication Date


Document Type



Anesthesia and Analgesia | Behavioral Medicine | Community Health | Community Health and Preventive Medicine | Geriatrics | Health Services Administration | Pharmaceutical Preparations | Preventive Medicine | Public Health | Substance Abuse and Addiction | Therapeutics


OBJECTIVES: To examine the effect of age on the likelihood of PIP of opioids and the effect of PIP on adverse outcomes.

DESIGN: Retrospective cohort study.

SETTING: Data from multiple state agencies in Massachusetts from 2011 to 2015.

PARTICIPANTS: Adult Massachusetts residents (N=3,078,163) who received at least one prescription opioid during the study period; approximately half (1,589,365) aged 50 and older.

MEASUREMENTS: We measured exposure to 5 types of PIP: high-dose opioids, coprescription with benzodiazepines, multiple opioid prescribers, multiple opioid pharmacies, and continuous opioid therapy without a pain diagnosis. We examined 3 adverse outcomes: nonfatal opioid overdose, fatal opioid overdose, and all-cause mortality.

RESULTS: The rate of any PIP increased with age, from 2% of individuals age 18 to 29 to 14% of those aged 50 and older. Older adults also had higher rates of exposure to 2 or more different types of PIP (40-49, 2.5%; 50-69, 5%; > /=70, 4%). Of covariates assessed, older age was the greatest predictor of PIP. In analyses stratified according to age, any PIP and specific types of PIP were associated with nonfatal overdose, fatal overdose, and all-cause mortality in younger and older adults.

CONCLUSION: Older adults are more likely to be exposed to PIP, which increases their risk of adverse events. Strategies to reduce exposure to PIP and to improve outcomes in those already exposed will be instrumental to addressing the opioid crisis in older adults.


aged, mortality, opioid overdose, potentially inappropriate prescribing

DOI of Published Version



J Am Geriatr Soc. 2018 Nov 24. doi: 10.1111/jgs.15659. [Epub ahead of print] Link to article on publisher's site

Journal/Book/Conference Title

Journal of the American Geriatrics Society

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Link to Article in PubMed

PubMed ID