Evidence map›Paper›PMID 41849336›Full record

ArticlePloS one2026

Polydrug use with opioid involvement: Results from a national sample of U.S. civilians aged 12 years or older.

Kele Ding, Saroj Bista, Trisha Welter, Krista K Wheeler, Gary A Smith, Jingzhen Yang

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Kele DingHealth Education and Promotion Program, School of Health Sciences, Kent State University, Kent, Ohio, United States of America.ORCID https://orcid.org/0000-0002-8632-2937
Saroj BistaCenter for Injury Research and Policy, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio, United States of America.ORCID https://orcid.org/0000-0002-4439-1723
Trisha WelterStudent Wellness, University of Iowa, Iowa City, Iowa, United States of America.
Krista K WheelerCenter for Injury Research and Policy, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio, United States of America.
Gary A SmithCenter for Injury Research and Policy, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio, United States of America.
Jingzhen YangCenter for Injury Research and Policy, Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examined the prevalence and patterns of polydrug use among a national sample of civilians aged 12 years or older, with a focus on polydrug use involving opioids, assessing the influence of the first drug used on these behaviors. Using 2020 National Survey on Drug Use and Health (NSDUH) data, five mutually exclusive drug groups were identified in a hierarchical order: opioid use, stimulant or psychoactive drug use, non-opioid prescription drug misuse, marijuana use, and legal substance use. Polydrug use was defined as the use of drugs from two or more groups. Among 32,893 participants, the prevalence of past-month polydrug use (but not within the past year) was 11.4%, while past-year use (but not past month) was 2.8%. Among participants who used opioids in the past month, 89.2% engaged in polydrug use; among those with past-year opioid use, 48.0% engaged in polydrug use. Of those engaging in past-month and past-year polydrug use, 7.0% and 32.5% used opioids, respectively. Participants who identified as female and Hispanic had lower odds of polydrug use than their respective counterparts. Respondents who initiated drug use with opioids had over five times higher odds of past-month (odds ratio [OR] = 5.45, 95% confidence interval (CI): 2.61-11.37) and past-year (OR = 5.58, 95% CI: 2.76-11.29) polydrug use than those whose first use involved legal substance use. Their odds of opioid-involved polydrug use were 15.56 times higher for past-month use (95% CI: 4.92-49.18) and 54.66 times higher for past-year use (95% CI: 23.80-125.55). While opioid use in the general population is low, it is highly prevalent among those engaging in polydrug use with opioids as their first drug. Efforts to prevent polydrug use should prioritize those who identify as male or whose first drug was opioids, using targeted education, harm reduction, and other prevention strategies.

Indexed as

Analgesics, OpioidOpioid-Related DisordersSubstance-Related DisordersAgedChildFemaleHumansMaleMiddle AgedPrescription Drug MisusePrevalenceUnited StatesAnalgesics, Opioid

Identifiers

PMID41849336
PMCPMC12998857

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.