Evidence map›Paper›PMID 37917644›Full record

ArticlePloS one2023

Association between the COVID-19 outbreak and opioid prescribing by U.S. dentists.

Jason Zhang, Romesh P Nalliah, Jennifer F Waljee, Chad M Brummett, Kao-Ping Chua

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
2.0field-weighted citation impact, top 13% 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

6 citing papers in PubMed, 7 citations in OpenAlex.

  1. Article
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  4. Impact of COVID-19 on Opioid Prescribing, Consumption, Pain, and Outcomes after Surgery.Annals of surgery open : perspectives of surgical history, education, and clinical approaches · 2025
    Article
  5. Article
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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

5 authors at 1 institution in 1 country.

Jason ZhangDepartment of Pediatrics, Susan B. Meister Child Health Evaluation and Research Center, University of Michigan Medical School, Ann Arbor, MI, United States of America.
Romesh P NalliahUniversity of Michigan School of Dentistry, Ann Arbor, MI, United States of America.ORCID 0000-0002-6287-0656
Jennifer F WaljeeMichigan Opioid Prescribing Engagement Network, University of Michigan Medical School, Ann Arbor, MI, United States of America.
Chad M BrummettMichigan Opioid Prescribing Engagement Network, University of Michigan Medical School, Ann Arbor, MI, United States of America.
Kao-Ping ChuaDepartment of Pediatrics, Susan B. Meister Child Health Evaluation and Research Center, University of Michigan Medical School, Ann Arbor, MI, United States of America.ORCID 0000-0002-4081-272X
University of Michigan · US

Funding

Insurance-related barriers to medications for opioid use disorder in private and Medicaid plansR01DA056438 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI CHUA, KAO-PING, NGUYEN, THUY DIEU · 2022 to 2025
$2.5M
Evaluating Policy Interventions to Decrease Excessive and Risky Perioperative Opioid PrescribingR01DA057284 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI CHUA, KAO-PING, WALJEE, JENNIFER FILIP · 2022 to 2025
$2.5M
Using Default Opioid Prescription Settings to Limit Excessive Opioid Prescribing to Adolescents and Young AdultsK08DA048110 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI CHUA, KAO-PING · 2019 to 2023
$983k
NIDA NIH HHS K08 DA048110NIDA NIH HHS R01 DA056438NIDA NIH HHS R01 DA057284
6 · The paper itself

Abstract

backgroundU.S. data on opioid prescribing by dentists are limited to 2019. More recent data are needed to understand the effect of the COVID-19 outbreak on dental opioid prescribing, characterize current practices, and determine if dental opioid stewardship initiatives are still warranted.

objectiveTo evaluate the association between the COVID-19 outbreak and the rate of opioid prescribing by U.S. dentists.

methodsDuring February-April 2023, the authors conducted a cross-sectional analysis of the IQVIA Longitudinal Prescription Database, which reports 92% of prescriptions dispensed in U.S. retail pharmacies. The authors calculated the monthly dental opioid dispensing rate, defined as the monthly number of dispensed opioid prescriptions from dentists per 100,000 U.S. individuals, during January 2016-February 2020 and June 2020-December 2022. To prevent distortions in trends, data from March-May 2020, when dental opioid dispensing declined sharply, were excluded. Using linear segmented regression models, the authors assessed for level and slope changes in the dental opioid dispensing rate during June 2020.

resultsAnalyses included 81,189,605 dental opioid prescriptions. The annual number of prescriptions declined from 16,105,634 in 2016 to 8,910,437 in 2022 (-44.7%). During January 2016-February 2020, the dental opioid dispensing rate declined -3.9 (95% CI: -4.3, -3.6) per month. In June 2020, this rate abruptly increased by 31.4 (95% CI: 19.3, 43.5) and the monthly decline in the dental opioid dispensing rate slowed to -2.1 (95% CI: -2.6, -1.6) per month. As a result, 6.1 million more dental opioid prescriptions were dispensed during June 2020-December 2022 than would be predicted had trends during January 2016-February 2020 continued. DISCUSSION: U.S. dental opioid prescribing is declining, but the rate of this decline slowed after the COVID-19 outbreak. Findings highlight the continued importance of dental opioid stewardship initiatives.

Indexed as

Analgesics, OpioidCOVID-19Cross-Sectional StudiesDentistsDisease OutbreaksDrug PrescriptionsHumansPractice Patterns, Physicians'Analgesics, Opioid

Identifiers

PMID37917644
PMCPMC10621808
OpenAlexW4388215121

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.