Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Reducing opioid use disorder and overdose deaths in the United States: A dynamic modeling analysis

Journal Article · · Science Advances
 [1];  [2];  [3];  [4];  [5];  [4];  [6];  [7];  [8];  [4];  [8];  [9];  [9];  [9];  [10]
  1. Harvard Medical School, Boston, MA (United States); OSTI
  2. Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)
  3. Stanford Univ., CA (United States). School of Medicine
  4. Harvard Medical School, Boston, MA (United States)
  5. Harvard Univ., Boston, MA (United States)
  6. Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States); Homer Consulting, Barrytown, NY (United States)
  7. Portland State Univ., OR (United States)
  8. Massachusetts General Hospital, Boston, MA (United States)
  9. U.S. Food and Drug Administration (FDA), Silver Spring, MD (United States)
  10. Harvard Medical School, Boston, MA (United States); Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)
Opioid overdose deaths remain a major public health crisis. We used a system dynamics simulation model of the U.S. opioid-using population age 12 and older to explore the impacts of 11 strategies on the prevalence of opioid use disorder (OUD) and fatal opioid overdoses from 2022 to 2032. These strategies spanned opioid misuse and OUD prevention, buprenorphine capacity, recovery support, and overdose harm reduction. By 2032, three strategies saved the most lives: (i) reducing the risk of opioid overdose involving fentanyl use, which may be achieved through fentanyl-focused harm reduction services; (ii) increasing naloxone distribution to people who use opioids; and (iii) recovery support for people in remission, which reduced deaths by reducing OUD. Increasing buprenorphine providers’ capacity to treat more people decreased fatal overdose, but only in the short term. Our analysis provides insight into the kinds of multifaceted approaches needed to save lives.
Research Organization:
Oak Ridge Institute for Science and Education (ORISE), Oak Ridge, TN (United States)
Sponsoring Organization:
U.S. Food and Drug Administration (FDA); USDOE Office of Science (SC)
Grant/Contract Number:
SC0014664
OSTI ID:
1905016
Journal Information:
Science Advances, Journal Name: Science Advances Journal Issue: 25 Vol. 8; ISSN 2375-2548
Publisher:
AAASCopyright Statement
Country of Publication:
United States
Language:
English

References (59)

Association of Dose Tapering With Overdose or Mental Health Crisis Among Patients Prescribed Long-term Opioids journal August 2021
Concentration of Patient Care Among Buprenorphine-Prescribing Clinicians in the US journal June 2021
Prevention of Prescription Opioid Misuse and Projected Overdose Deaths in the United States journal February 2019
Comparative Effectiveness of Different Treatment Pathways for Opioid Use Disorder journal February 2020
Monthly Patient Volumes of Buprenorphine-Waivered Clinicians in the US journal August 2020
Modeling Mitigation Strategies to Reduce Opioid-Related Morbidity and Mortality in the US journal November 2020
Projected Estimates of Opioid Mortality After Community-Level Interventions journal February 2021
Formal aspects of model validity and validation in system dynamics journal October 1996
Reflections on the foundations of system dynamics journal July 2011
Perceived Harmfulness Predicts Nonmedical Use of Prescription Drugs Among College Students: Interactions with Sensation-Seeking journal July 2008
Correlates of Long-Term Opioid Abstinence After Randomization to Methadone Versus Buprenorphine/Naloxone in a Multi-Site Trial journal August 2018
A Dose-Dependent Relationship between Exposure to a Street-Based Drug Scene and Health-Related Harms among People Who Use Injection Drugs journal May 2011
Willingness to Use Safe Consumption Spaces among Opioid Users at High Risk of Fentanyl Overdose in Baltimore, Providence, and Boston journal June 2019
Barriers and Facilitators to the Use of Medications for Opioid Use Disorder: a Rapid Review journal November 2020
Non-Opioid Perioperative Pain Strategies for the Clinician: A Narrative Review journal January 2020
Type and Frequency of Opioid Pain Medications Returned for Disposal journal March 2015
Responding to the opioid crisis in North America and beyond: recommendations of the Stanford–Lancet Commission journal February 2022
Why present-oriented societies undergo cycles of drug epidemics journal June 2002
Estimating naloxone need in the USA across fentanyl, heroin, and prescription opioid epidemics: a modelling study journal March 2022
Young adults' opioid use trajectories: From nonmedical prescription opioid use to heroin, drug injection, drug treatment and overdose journal November 2018
Data Needs in Opioid Systems Modeling: Challenges and Future Directions journal February 2021
Developmentally inspired drug prevention: middle school outcomes in a school-based randomized prevention trial journal February 2004
Risk factors for incident nonmedical prescription opioid use and abuse and dependence: Results from a longitudinal nationally representative sample journal September 2013
Factors predicting development of opioid use disorders among individuals who receive an initial opioid prescription: Mathematical modeling using a database of commercially-insured individuals journal May 2014
Recovery capital pathways: Modelling the components of recovery wellbeing journal December 2017
How economic recessions and unemployment affect illegal drug use: A systematic realist literature review journal June 2017
Heroin uncertainties: Exploring users’ perceptions of fentanyl-adulterated and -substituted ‘heroin’ journal August 2017
Fentanyl test strips as an opioid overdose prevention strategy: Findings from a syringe services program in the Southeastern United States journal January 2019
Acceptability of implementing community-based drug checking services for people who use drugs in three United States cities: Baltimore, Boston and Providence journal June 2019
Cost-effectiveness analysis of alternative naloxone distribution strategies: First responder and lay distribution in the United States journal January 2020
An assessment of the limits of detection, sensitivity and specificity of three devices for public health-based drug checking of fentanyl in street-acquired samples journal March 2020
Targeting community-based naloxone distribution using opioid overdose death rates: A descriptive analysis of naloxone rescue kits and opioid overdose deaths in Massachusetts and Rhode Island journal December 2021
Promoting recovery in an evolving policy context: What do we know and what do we need to know about recovery support services? journal July 2013
Peer-Delivered Recovery Support Services for Addictions in the United States: A Systematic Review journal April 2016
Comparison between buprenorphine provider availability and opioid deaths among US counties journal October 2018
OxyContin® as currency: OxyContin® use and increased social capital among rural Appalachian drug users journal May 2012
Can we build an efficient response to the prescription drug abuse epidemic? Assessing the cost effectiveness of universal prevention in the PROSPER trial journal May 2014
Modeling the evolution of the US opioid crisis for national policy development journal May 2022
A dynamic model of the opioid drug epidemic with implications for policy journal June 2020
Evolution and Reproducibility of Simulation Modeling in Epidemiology and Health Policy Over Half a Century journal September 2021
A Systematic Review of Simulation Models to Track and Address the Opioid Crisis journal November 2021
Disparities Between US Opioid Overdose Deaths and Treatment Capacity: A Geospatial and Descriptive Analysis journal November 2019
The rise of illicit fentanyls, stimulants and the fourth wave of the opioid overdose crisis journal May 2021
Beyond Abstinence: Changes in Indices of Quality of Life with Time in Recovery in a Nationally Representative Sample of U.S. Adults journal February 2018
Opioid analgesic use and its sequelae: Opioid and other substance use disorders journal September 2020
Mortality risk during and after opioid substitution treatment: systematic review and meta-analysis of cohort studies journal April 2017
Toots, tastes and tester shots: user accounts of drug sampling methods for gauging heroin potency journal May 2018
Harm reduction measures employed by people using opioids with suspected fentanyl exposure in Boston, Baltimore, and Providence journal June 2019
Barriers to and recommendations for take-home naloxone distribution: perspectives from opioid treatment programs in New Mexico journal May 2020
The opioid crisis: a contextual, social-ecological framework journal August 2020
The opioid crisis: need for systems science research journal August 2020
Policy Responses to the Addiction Crisis journal August 2021
Discussing Opioid Risks With Patients to Reduce Misuse and Abuse: Evidence From 2 Surveys journal November 2016
Trends In Opioid Prescribing And Self-Reported Pain Among US Adults journal January 2020
Longitudinal Effects of Universal Preventive Intervention on Prescription Drug Misuse: Three Randomized Controlled Trials With Late Adolescents and Young Adults journal April 2013
Modeling Health Benefits and Harms of Public Policy Responses to the US Opioid Epidemic journal October 2018
Emergency care with lay responders in underserved populations: a systematic review journal July 2021
An institutional intervention to modify opioid prescribing practices after lumbar spine surgery journal April 2019
Access to Office-Based Buprenorphine Treatment in Areas With High Rates of Opioid-Related Mortality journal June 2019

Similar Records

Countermeasures for Preventing and Treating Opioid Overdose
Journal Article · Tue Oct 27 20:00:00 EDT 2020 · Clinical Pharmacology and Therapeutics · OSTI ID:2281798

Development of a Translational Model to Assess the Impact of Opioid Overdose and Naloxone Dosing on Respiratory Depression and Cardiac Arrest
Journal Article · Fri Jul 22 00:00:00 EDT 2022 · Clinical Pharmacology and Therapeutics · OSTI ID:2425637

Multiomic Network Analysis Identifies Dysregulated Neurobiological Pathways in Opioid Addiction
Journal Article · Thu Nov 28 19:00:00 EST 2024 · Biological Psychiatry · OSTI ID:2538461

Related Subjects