Evidence map›Paper›PMID 34666879›Full record

ArticleJournal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine2022

Past-year use or misuse of an opioid is associated with use of a sedative-hypnotic medication: a US National Survey on Drug Use and Health (NSDUH) study.

Andrew S Tubbs, Sadia B Ghani, Michelle Naps, Michael A Grandner, Michael D Stein, Subhajit Chakravorty

Open access · bronzeAbstract read
In one paragraph

Article in Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
0.9field-weighted citation impact, top 24% 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

4 citing papers in PubMed, 9 citations in OpenAlex.

  1. Review
  2. Article
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  4. 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 4 institutions in 1 country.

Andrew S TubbsSleep and Health Research Program, Department of Psychiatry, University of Arizona College of Medicine-Tucson, Tucson, Arizona.
Sadia B GhaniSleep and Health Research Program, Department of Psychiatry, University of Arizona College of Medicine-Tucson, Tucson, Arizona.
Michelle NapsSchool of Engineering and Applied Science, University of Pennsylvania, Philadelphia, Pennsylvania.
Michael A GrandnerSleep and Health Research Program, Department of Psychiatry, University of Arizona College of Medicine-Tucson, Tucson, Arizona.
Michael D SteinDepartment of Health Law, Policy, and Management, Boston University School of Public Health, Boston, Massachusetts.
Subhajit ChakravortyDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
University of Arizona · USUniversity of Pennsylvania · USIn-Q-Tel · USProvidence College · US

Funding

Sleep and Cardiometabolic Health Disparities at the US/Mexico Border: The Nogales Cardiometabolic Health and Sleep (NoCHeS) StudyR01MD011600 · NIMHD · UNIVERSITY OF ARIZONA · PI GRANDNER, MICHAEL A · 2018 to 2022
$4.1M
Treating Chronic Pain in Buprenorphine Patients in Primary Care SettingsR01DA045695 · NIDA · BOSTON UNIVERSITY MEDICAL CAMPUS · PI STEIN, MICHAEL D, WEISBERG, RISA B · 2019 to 2023
$3.7M
Cognitive Behavioral Therapy (CBT-I) Augmentation of Topiramate in promoting abstinence in alcohol use disorder (AUD).I01CX001957 · VA · PHILADELPHIA VA MEDICAL CENTER · PI CHAKRAVORTY, SUBHAJIT · 2021 to 2024
–
CSRD VA I01 CX001957NIDA NIH HHS R01 DA045695NIMHD NIH HHS R01 MD011600
6 · The paper itself

Abstract

STUDY

objectivesPrescription use and misuse of opioids are linked to greater sleep disturbance. However, there are limited data on the prevalence of sedative-hypnotic medication use among persons who use opioids. Therefore, this study examined whether past-year sedative-hypnotic use among persons who used/misused opioids was higher than among individuals who did not use opioids.

methodsData were acquired from the US National Survey on Drug Use and Health for 2015-2018. Use of a sedative benzodiazepine (temazepam, flurazepam, triazolam) or a Z-drug (eszopiclone, zaleplon, zolpidem) was examined in relation to use/misuse of an opioid within the past year. Logistic regression models estimated the associations between opioids and sedative-hypnotics using inverse probability of treatment weighting. A secondary machine learning analysis tested 6 binary classifiers to predict sedative-hypnotic use based on opioid use/misuse and other covariates.

resultsOf 171,766 respondents, 24% used a prescription opioid whereas 3.6% misused an opioid in the past year. Among those who used a prescription opioid, 1.9% received a sedative benzodiazepine and 9% received a Z-drug during the same time frame. Use of an opioid was associated with greater odds of sedative benzodiazepine use (odds ratio, 4.4; 95% confidence interval, 3.61-5.4) and Z-drug use (odds ratio, 3.8; 95% confidence interval, 3.51-4.09), and stronger associations were noted for misuse of an opioid. Machine learning models accurately classified sedative-hypnotic medication use for > 70% of respondents based on opioid use/misuse.

conclusionsSedative-hypnotic use is common among persons who use opioids, which is of concern given the elevated mortality risk with concurrent use of these substances. CITATION: Tubbs AS, Ghani SB, Naps M, Grandner MA, Stein MD, Chakravorty S. Past-year use or misuse of an opiod is associated with use of a sedative-hypnotic medication: a US National Survey on Drug Use and Health (NSDUH) study.

Indexed as

Analgesics, OpioidOpioid-Related DisordersBenzodiazepinesHealth SurveysHumansHypnotics and SedativesAnalgesics, OpioidBenzodiazepinesHypnotics and Sedativesanalgesicschronic painhypnoticsmaintenance disordersopioid-related disordersopioidssedativessleep initiation

Identifiers

PMID34666879
PMCPMC8883103
OpenAlexW3206224974

What OpenQuestion holds

Textmetadata
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.