Evidence map›Paper›PMID 34601275›Full record

ArticleDrug and alcohol dependence2021

Literal text analysis of poly-class and polydrug overdose deaths in North Carolina, 2015-2019.

Kristin Y Shiue, Anna E Austin, Scott Proescholdbell, Mary E Cox, Michelle Aurelius, Rebecca B Naumann

Open access · greenAbstract read
In one paragraph

Article in Drug and alcohol dependence, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
2.0field-weighted citation impact, top 14% 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

9 citing papers in PubMed, 14 citations in OpenAlex.

  1. Article
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  8. Polydrug Definition and Assessment: The State of the Art.International journal of environmental research and public health · 2022
    Review
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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

6 authors at 2 institutions in 1 country.

Kristin Y ShiueDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 2101 McGavran-Greenberg Hall, CB #7435, Chapel Hill, NC 27599-7435, United States; Injury Prevention Research Center, University of North Carolina at Chapel Hill, 725 Martin Luther King Jr. Blvd, Chapel Hill, NC 27514, United States. Electronic address: kshiue@unc.edu.
Anna E AustinInjury Prevention Research Center, University of North Carolina at Chapel Hill, 725 Martin Luther King Jr. Blvd, Chapel Hill, NC 27514, United States; Department of Maternal and Child Health, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 401 Rosenau Hall, CB #7445, Chapel Hill, NC 27599-7445, United States.
Scott ProescholdbellInjury and Violence Prevention Branch, Division of Public Health, North Carolina Department of Health and Human Services, 1915 Mail Service Center, Raleigh, NC 27699-1915, United States.
Mary E CoxInjury and Violence Prevention Branch, Division of Public Health, North Carolina Department of Health and Human Services, 1915 Mail Service Center, Raleigh, NC 27699-1915, United States.
Michelle AureliusOffice of the Chief Medical Examiner, Division of Public Health, North Carolina Department of Health and Human Services, 4312 District Drive, Raleigh, NC 27607, United States.
Rebecca B NaumannDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, 2101 McGavran-Greenberg Hall, CB #7435, Chapel Hill, NC 27599-7435, United States; Injury Prevention Research Center, University of North Carolina at Chapel Hill, 725 Martin Luther King Jr. Blvd, Chapel Hill, NC 27514, United States.
NC Department of Health and Human Services · USUniversity of North Carolina at Chapel Hill · US

Funding

NCIPC CDC HHS U17 CE002728
6 · The paper itself

Abstract

backgroundThe literal text on death certificates was leveraged to enhance the examination of trends in the specific drugs and drug combinations involved in North Carolina (NC) overdose deaths from 2015 to 2019.

methodsUsing NC death certificate data, overdose deaths included those with a drug poisoning as the underlying ICD-10 cause-of-death code (n = 10,117). The literal text from three death certificate fields were searched for drug mentions by integrating a tool developed by the Council of State and Territorial Epidemiologists Overdose Subcommittee with search terms originating from a National Center for Health Statistics/Food and Drug Administration collaboration. Descriptive statistics were calculated to evaluate substance classes, specific drugs, and drug combinations most frequently involved in these deaths over time.

resultsFrom 2015-2019, polydrug involvement in NC overdose deaths increased (71% in 2015 to 75% in 2019). During the study period, opioid involvement shifted from heroin and/or oxycodone in 2015 to predominantly fentanyl in 2019, with fentanyl involvement increasing from 15% to 58%. Psychostimulant involvement increased for both cocaine (2015: 21%, 2019: 35%) and methamphetamine (2015: 3%, 2019: 13%). Benzodiazepine involvement, including alprazolam and clonazepam, declined during the study period, while the involvement of alcohol and antiepileptics/sedative-hypnotics, specifically gabapentin, remained stable. The top polydrug combinations in 2019 were fentanyl + cocaine (15% of all overdose deaths), fentanyl + heroin (10%), fentanyl + cocaine + heroin (6%), and fentanyl + methamphetamine (4%).

conclusionsIncorporation of literal text methodology into ongoing overdose surveillance can facilitate the identification of specific, emerging drugs and combinations and inform targeted overdose prevention approaches.

Indexed as

Drug OverdoseAnalgesics, OpioidFentanylHeroinHumansNorth CarolinaAnalgesics, OpioidFentanylHeroinBenzodiazepinesOpioidsOverdosePolydrugPolysubstanceStimulants

Identifiers

PMID34601275
PMCPMC12925364
OpenAlexW3200381910

What OpenQuestion holds

Textmetadata
LicenceTDM
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.