Evidence map›Paper›PMID 39592999›Full record

ArticleBMC medical education2024

Opioid prescriptions following behavioral health training among primary care providers.

Shutong Huo, Tim A Bruckner, Abhery Das, Glen L Xiong, David Marcovitz, Ariel B Neikrug, Robert McCarron

Abstract read
In one paragraph

Article in BMC medical education, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. 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

7 authors.

Shutong HuoDepartment of Health, Society, and Behavior, UC Irvine Joe C. Wen School of Population & Public Health, UCI Health Sciences Complex, 856 Health Sciences Quad, Irvine, CA, 92697 - 3957, USA.
Tim A BrucknerDepartment of Health, Society, and Behavior, UC Irvine Joe C. Wen School of Population & Public Health, UCI Health Sciences Complex, 856 Health Sciences Quad, Irvine, CA, 92697 - 3957, USA. brucknet@uci.edu.
Abhery DasHeath Policy & Administration, School of Public Health, University of Illinois Chicago, Chicago, IL, USA.
Glen L XiongUniversity of California, Davis, Psychiatry and Behavioral Sciences, Sacramento, CA, USA.
David MarcovitzDepartment of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, USA.
Ariel B NeikrugDepartment of Psychiatry and Human Behavior, University of California Irvine School of Medicine, Irvine, CA, USA.
Robert McCarronDepartment of Psychiatry and Human Behavior, University of California Irvine School of Medicine, Irvine, CA, USA.

Funding

Cedars-Sinai Medical Center CSMC-211693Office of Statewide Health Planning and Development, State of California 18-90641
6 · The paper itself

Abstract

backgroundOverdose deaths due to opioids are a major concern in the United States. Physicians often report inadequate training in chronic pain and substance use disorder management. Here, we evaluate whether a specialized program, the Train New Trainers Primary Care Psychiatry (TNT PCP) Fellowship, affected opioid prescription practices among primary care physicians.

methodsWe retrieved information from a publicly insured health program in Southern California on 11,975 patients and 180 primary care providers (PCPs) engaged in care between 2017 and 2021. Of the 180 PCPs, 38 received TNT training and 142 did not. We considered a patient as exposed to the provider's TNT "treatment" if they received care from a provider after the provider completed the 1-year fellowship. We utilized the number of opioid prescriptions per patient per quarter-year as the key independent variable. Linear regression models controlled for provider characteristics and time trends. Robustness checks included clustering patients by provider identification.

resultsPost-TNT training, PCPs prescribed fewer than expected opioids. This result remains robust after controlling for several covariates (coef: - 0.209 ; standard error = 0.052, p < 0.001) as well as after clustering patient observations by provider.

conclusionIn a large Southern California healthcare system, the TNT training program preceded a reduction in primary care providers' prescription rates of opioids. If replicated in larger samples, a low-cost provider training program has the potential to promote more judicious use of opioids for pain management. We encourage more studies to understand the program's long-term impact on physician behavior and, potentially, on patient outcomes.

Indexed as

Analgesics, OpioidPractice Patterns, Physicians'AdultCaliforniaChronic PainDrug PrescriptionsFemaleHumansMaleMiddle AgedPhysicians, Primary CarePrimary Health CareAnalgesics, OpioidOpioid CrisisOpioid prescribing behaviorPrimary care providersPsychiatric TrainingSubstance Use disorders

Identifiers

PMID39592999
PMCPMC11590618

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.