Evidence map›Paper›PMID 36749586›Full record

ArticleJAMA network open2023

Association Between Opioid Tapering and Subsequent Health Care Use, Medication Adherence, and Chronic Condition Control.

Elizabeth M Magnan, Daniel J Tancredi, Guibo Xing, Alicia Agnoli, Anthony Jerant, Joshua J Fenton

Open access · goldAbstract read
In one paragraph

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 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
7.0field-weighted citation impact, top 3% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed, 24 citations in OpenAlex.

  1. Review
  2. Review
  3. Observational
  4. Article
  5. Development of the barriers to opioid access scale among individuals with chronic pain.Exploratory research in clinical and social pharmacy · 2025
    Article
  6. Article
  7. Article
  8. The burden of acute pain in the U.S. in the wake of the opioid crisis.Frontiers in pain research (Lausanne, Switzerland) · 2025
    Review
  9. Article
  10. Article
  11. Review
  12. Observational
  13. Article
  14. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 2 institutions in 1 country.

Elizabeth M MagnanDepartment of Family and Community Medicine, University of California, Davis, Sacramento.
Daniel J TancrediCenter for Healthcare Policy and Research, University of California, Davis, Sacramento.
Guibo XingCenter for Healthcare Policy and Research, University of California, Davis, Sacramento.
Alicia AgnoliDepartment of Family and Community Medicine, University of California, Davis, Sacramento.
Anthony JerantDepartment of Family and Community Medicine, University of California, Davis, Sacramento.
Joshua J FentonDepartment of Family and Community Medicine, University of California, Davis, Sacramento.
Center For Policy Research · USUniversity of California, Davis · US

Funding

Building Interdisciplinary Research Careers in Womens Health at UC Davis - Administrative SupplementK12HD051958 · NICHD · UNIVERSITY OF CALIFORNIA DAVIS · PI LANE, NANCY E · 2005 to 2023
$9.6M
Building Interdisciplinary Research Careers in Women's Health at UC DavisK12AR084220 · NIAMS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI Nancy E Lane · 2023 to 2026
$3.0M
NIAMS NIH HHS K12 AR084220NICHD NIH HHS K12 HD051958
6 · The paper itself

Abstract

Importance: Opioid tapering has been associated with negative consequences, such as increased overdoses and mental health needs. Tapering could also alter use of health care services and worsen care of comorbid conditions through disruption in primary care. Objective: To evaluate tapering of stable long-term opioid therapy (LTOT) and subsequent health care service use and chronic condition care. Design, Setting, and Participants: A retrospective cohort study was conducted from January 1, 2008, to December 31, 2019. Data analysis was performed from July 9, 2020, to December 9, 2022. Data from the Optum Labs Data Warehouse, which contains deidentified retrospective administrative claims data and linked electronic health record data for commercial and Medicare Advantage enrollees, were used. Adults aged 18 years or older prescribed stable doses of LTOT at 50 morphine milligram equivalents or more per day during a 12-month baseline period were included, including subcohorts with hypertension or diabetes. Exposures: Opioid tapering, with 15% or more relative reduction in mean daily dose in 6 overlapping periods during 6 months. Main Outcomes and Measures: Emergency department visits, hospitalizations, primary care and specialist visits, antihypertensive or antiglycemic medication adherence, and blood pressure and hemoglobin A1c levels during up to 12 months' follow-up. Covariates included sociodemographic characteristics, comorbidities, health care use, and chronic condition control. Results: Among 113 604 patients (60 764 [53.5%] women; mean [SD] age, 58.1 [11.8] years) prescribed LTOT, 41 207 had hypertension and 23 335 had diabetes; in all cohorts, approximately half were women, and half were aged 50 to 65 years. In the overall cohort, tapering was associated with more emergency department visits (adjusted incidence rate ratio [aIRR], 1.19; 95% CI, 1.16-1.21) and hospitalizations (aIRR, 1.16; 95% CI, 1.12-1.20), with similar magnitude associations in the hypertension and diabetes subcohorts. Tapering was associated with fewer primary care visits in the overall cohort (aIRR, 0.95; 95% CI, 0.94-0.96) and hypertension subcohort (aIRR, 0.98; 95% CI, 0.97-0.99). For the hypertension or diabetes subcohorts, tapering was associated with reduced medication adherence (hypertension: aIRR, 0.60; 95% CI, 0.59-0.62; diabetes: aIRR, 0.69; 95% CI, 0.67-0.71) and small increases in diastolic blood pressure and hemoglobin A1c level. Conclusions and Relevance: In this cohort study of patients prescribed LTOT, opioid tapering was associated with more emergency department visits and hospitalizations, fewer primary care visits, and reduced antihypertensive and antidiabetic medication adherence. These outcomes may represent unintended negative consequences of opioid tapering for policy makers and clinicians to consider.

Indexed as

Analgesics, OpioidChronic DiseaseDrug TaperingMedication AdherenceAdultAgedAntihypertensive AgentsCohort StudiesDiabetes MellitusFemaleGlycated HemoglobinHumansHypertensionMaleMedicare Part CMiddle AgedAnalgesics, OpioidAntihypertensive AgentsGlycated Hemoglobin

Identifiers

PMID36749586
PMCPMC10408267
OpenAlexW4319332805

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.