Evidence map›Paper›PMID 42731275›Full record

ArticleDrug and alcohol dependence2026

Greater perceived stress and lower self-regulation associated with substance use behaviors in a national sample of United States emergency medical service clinicians.

Enzo G Plaitano, Jonathan R Powell, Christopher B Gage, Ashish R Panchal, Madelyn R Frumkin, Lisa A Marsch, Christine M Gunn

Abstract read
In one paragraph

Article in Drug and alcohol dependence, 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

7 authors.

Enzo G PlaitanoCenter for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, USA; The Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine, Dartmouth College, Hanover, NH, USA. Electronic address: enzo.g.plaitano.gr@dartmouth.edu.
Jonathan R PowellClinical and Research Services, ImageTrend Inc., Eagan, MN, USA. Electronic address: jpowell@imagetrend.com.
Christopher B GageResearch Team, National Registry of Emergency Medical Technicians, Columbus, OH, USA. Electronic address: cgage@nremt.org.
Ashish R PanchalResearch Team, National Registry of Emergency Medical Technicians, Columbus, OH, USA; Department of Emergency Medicine, Wexner Medical Center, The Ohio State University, Columbus, OH, USA. Electronic address: ashish.panchal@osumc.edu.
Madelyn R FrumkinCenter for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, USA. Electronic address: madelyn.r.frumkin@dartmouth.edu.
Lisa A MarschCenter for Technology and Behavioral Health, Geisel School of Medicine, Dartmouth College, Lebanon, NH, USA. Electronic address: lisa.a.marsch@dartmouth.edu.
Christine M GunnThe Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine, Dartmouth College, Hanover, NH, USA. Electronic address: christine.m.gunn@dartmouth.edu.

Funding

Treatment Development & Evaluation CoreP30DA029926 · NIDA · DARTMOUTH COLLEGE · PI Lisa A. Marsch · 2011 to 2026
$21.5M
Training in the Science of Co-Occurring DisordersT32DA037202 · NIDA · DARTMOUTH COLLEGE · PI Lisa A. Marsch · 2014 to 2026
$4.7M
Identifying Modifiable Momentary Predictors of Substance Use in High Risk Emergency Medical Services CliniciansF31DA062393 · NIDA · DARTMOUTH COLLEGE · PI Enzo Gianni Plaitano · 2025 to 2026
$100k
NIDA NIH HHS F31 DA062393NIDA NIH HHS P30 DA029926NIDA NIH HHS T32 DA037202
6 · The paper itself

Abstract

backgroundEmergency medical service (EMS) clinicians are first responders who can experience work-related stressors. Substances can be used as a coping strategy to manage stress. The ability to self-regulate motivation, cognition, and emotions may protect against substance use. Our objective was to examine the associations among stress, self-regulation, and substance use in EMS clinicians to identify potential psychological targets for substance use prevention.

methodsWe invited a random sample of 19,000 full-time United States EMS clinicians from the largest national EMS database, of whom 1510 completed the survey. The online survey distributed by email included validated scales for perceived stress and self-regulation, as well as items assessing the number of days with binge drinking, cannabis use, and nicotine use in the prior month. We examined substance use outcomes using multivariable zero-inflated negative binomial models weighted to reflect population sociodemographic distributions.

resultsEach 1-point increase in perceived stress was associated with 21% more binge drinking days (aIRR=1.21 [1.05, 1.39]), 79% more cannabis use days (aIRR=1.79 [1.22, 2.61]), and 5% more nicotine use days (aIRR=1.05 [1.01, 1.10]). In contrast, each 1-point increase in self-regulation was associated with 97% lower odds of using cannabis at all (aOR=0.03 [0.01, 0.57]) and 33% fewer binge drinking days (aIRR=0.67 [0.51, 0.88]).

conclusionsIn this national cross-sectional study of full-time United States EMS clinicians, we identified stress and self-regulation as factors significantly associated with substance use. Future studies should determine whether workplace and individualized interventions targeting perceived stress and self-regulation help reduce substance use among EMS clinicians.

Indexed as

Alcohol binge drinkingCannabisEmergency medical serviceNicotinePerceived stressSelf‑regulation

Identifiers

PMID42731275
PMCPMC13632658

What OpenQuestion holds

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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.