ArticleJAMA network open2023
State-to-State Variation in Opioid Dispensing Changes Following the Release of the 2016 CDC Guideline for Prescribing Opioids for Chronic Pain.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
18 citing papers in PubMed, 23 citations in OpenAlex.
- ACT for postsurgical pain and dysfunction in at-risk veterans: Multisite, double-blind, cluster RCT.Journal of psychosomatic research · 2025Trial
- Clinical Instruments Assessing Harms and Benefits of Long-Term Opioid Therapy for Chronic Pain: A Scoping Review.Journal of general internal medicine · 2026Article
- Short-Term and Long-Term Opioid Prescribing by Specialty, 2010 to 2024.JAMA network open · 2026Article
- Impact of Prescription Drug Monitoring Programs on Postpartum Opioid Prescribing Practices.Health services research · 2026Article
- Opioid Prescribing Patterns of Board-Certified Emergency Physicians Compared With Other Physicians Practicing Emergency Medicine Among Medicare Part-D Beneficiaries Between 2018 and 2020 in the United States.Journal of the American College of Emergency Physicians open · 2026Article
- Deflecting Before Prescribing: Negotiating About Opioids and Chronic Pain in Primary Care.Health communication · 2026Article
- Preexisting Psychiatric Risk Factors and Any and Long-Term Opioid Use in Head and Neck Cancer.JAMA otolaryngology-- head & neck surgery · 2025Article
- Usual Care for Low Back Pain at United States Emergency Departments, 2016-2022.Annals of emergency medicine · 2025Article
- Regional and Temporal Variation in Receipt of Gabapentinoid and SSRI/SNRI Therapy Among Older Cancer Survivors in the United States.Current oncology (Toronto, Ont.) · 2025Article
- Prescription Opioid Use in Older Adults: Trends and Changes in New and Long-Term Use in the United States, 2013-2020.Drugs & aging · 2025Article
- Impact of Nonhepatectomy Opioid Reduction Efforts on Posthepatectomy Opioid Prescription: Analysis of 2,005 Patients.Journal of the American College of Surgeons · 2025Article
- Distribution of opioid analgesics by community racial/ethnic and socioeconomic profiles, 2011-2021.Pain · 2025Article
- Emergency department use for nontraumatic dental conditions for children with special health care needs enrolled in Oregon Medicaid.Journal of the American Dental Association (1939) · 2024Article
- Substance Use Epidemiology as a Foundation for Prevention.Focus (American Psychiatric Publishing) · 2024Review
- A theoretical explanation of naloxone provision among primary care physicians and community pharmacists in Tennessee.Research in social & administrative pharmacy : RSAP · 2024Article
- Epidemiology of Opioid Prescribing After Discharge From Surgical Procedures Among Adults.JAMA network open · 2024Article
- Access to care for patients with chronic pain receiving prescription opioids, cannabis, or other treatments.Health affairs scholar · 2024Article
- Opioid utilization after orthopaedic trauma hospitalization among Medicaid-insured adults.Frontiers in public health · 2024Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Evidence suggests that opioid prescribing was reduced nationally following the 2016 release of the Guideline for Prescribing Opioids for Chronic Pain by the US Centers for Diseases Control and Prevention (CDC). State-to-state variability in postguideline changes has not been quantified and could point to further avenues for reducing opioid-related harms. Objective: To estimate state-level changes in opioid dispensing following the 2016 CDC Guideline release and explore state-to-state heterogeneity in those changes. Design, Setting, and Participants: This cross-sectional study included information on opioid prescriptions for US individuals between 2012 and 2018 from an administrative database. Serial cross-sections of monthly opioid dispensing trajectories in each US state and the District of Columbia were analyzed using segmented regression to characterize preguideline dispensing trajectories and to estimate how those trajectories changed following the 2016 guideline release. Data were analyzed January to March 2023. Exposure: The March 2016 CDC Guideline for Prescribing Opioids for Chronic Pain. Main Outcomes and Measures: Four measures of opioid dispensing: opioid dispensing rate per 100 000 persons, long-acting opioid dispensing rate per 100 000 persons, high-dose (90 or more morphine milligram equivalents [MME] per day) dispensing rate per 100 000 persons, and average per capita MME. All measures were calculated monthly, from January 2012 through December 2018. Results: Data from approximately 58 900 retail pharmacies were included in analysis, representing approximately 92% of US retail prescriptions. The overall monthly dispensing rate in the US in early 2012 was approximately 7000 per 100 000 population. Following the 2016 guideline release, the already-decreasing slope accelerated nationally for the overall dispensing rate (preguideline slope, -23.19; postguideline slope, -48.97; change in slope, 25.97 [95% CI, 18.67-32.95]), long-acting dispensing rate (preguideline slope, -1.03; postguideline slope, -5.94; change in slope, 4.90 [95% CI, 4.26-5.55]), high-dose dispensing (preguideline slope, -3.52; postguideline slope, -7.63; change in slope, 4.11 [95% CI, 3.49-4.73]), and per-capita MME (preguideline slope, -0.22; postguideline slope, -0.58; change in slope, 0.36 [95% CI, 0.30-0.42]). For all outcomes, nearly all states showed analogous acceleration of an already-decreasing slope, but there was substantial state-to-state heterogeneity. Slope changes (preguideline - postguideline slope) ranged from 9.15 (Massachusetts) to 74.75 (Mississippi) for overall dispensing, 1.88 (Rhode Island) to 13.41 (Maine) for long-acting dispensing, 0.71 (District of Columbia) to 13.68 (Maine) for high-dose dispensing, and 0.06 (Hawaii) to 0.91 (Arkansas) for per capita MME. Conclusions and Relevance: The 2016 CDC Guideline release was associated with broad reductions in prescription opioid dispensing, and those changes showed substantial geographic variability. Determining the factors associated with these state-level differences may inform further improvements to ensure safe prescribing practices.
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