Evidence map›Paper›PMID 35568160›Full record

ArticlePreventive medicine2022

Perceived stress and E-cigarette use during emerging adulthood: A longitudinal examination of initiation, progression, and continuation.

Dale S Mantey, Stephanie I Clendennen, Aslesha Sumbe, Anna V Wilkinson, Melissa B Harrell

Open access · greenAbstract read
In one paragraph

Article in Preventive medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
2.7field-weighted citation impact, top 9% 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

12 citing papers in PubMed, 23 citations in OpenAlex.

  1. Article
  2. Article
  3. Ex-Vapers' Perspectives on Helpful and Unhelpful Influences During Their Quit Journeys.International journal of environmental research and public health · 2025
    Article
  4. Article
  5. Article
  6. Adolescent Perspectives on Their E-Cigarette Initiation Experiences.American journal of health promotion : AJHP · 2025
    Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. 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.

Dale S ManteyUT Health Science Center at Houston, UT Health, School of Public Health in Austin, 1616 Guadalupe, Suite 6.300, Austin, TX 78701, USA. Electronic address: dale.s.mantey@uth.tmc.edu.
Stephanie I ClendennenUT Health Science Center at Houston, UT Health, School of Public Health in Austin, 1616 Guadalupe, Suite 6.300, Austin, TX 78701, USA.
Aslesha SumbeUT Health Science Center at Houston, UT Health, School of Public Health in Austin, 1616 Guadalupe, Suite 6.300, Austin, TX 78701, USA.
Anna V WilkinsonUT Health Science Center at Houston, UT Health, School of Public Health in Austin, 1616 Guadalupe, Suite 6.300, Austin, TX 78701, USA.
Melissa B HarrellUT Health Science Center at Houston, UT Health, School of Public Health in Austin, 1616 Guadalupe, Suite 6.300, Austin, TX 78701, USA.
University of Texas Health Science Center at Dallas · US

Funding

ENDS use trajectories from adolescence through young adulthood: A longitudinal study of risk factors and profilesR01CA239097 · NCI · UNIVERSITY OF TEXAS HLTH SCI CTR HOUSTON · PI HARRELL, MELISSA BLYTHE · 2019 to 2023
$3.3M
NCI NIH HHS R01 CA239097
6 · The paper itself

Abstract

E-cigarettes are the most commonly used tobacco product among youth and young adults in the US. Limited research has examined how stress impacts e-cigarette use among young people. We examine the longitudinal associations between perceived stress scale (PSS) score and e-cigarette use behaviors among a diverse cohort of emerging adults. We analyzed two waves of data collected in Fall 2019 (baseline) and Spring 2020 (6-month follow-up) of the Texas Adolescent Tobacco and Marketing Surveillance (TATAMS) system. Participants were classified into three mutually exclusive subsamples at baseline: (1) n = 1177 never e-cigarette users; (2) n = 806 ever but not current (past 30-day) e-cigarette users (i.e., ever users); and (3) n = 257 current (past 30-day) e-cigarette users. Three multivariate logistic regression models examined the relationship between PSS at baseline and: (1) initiation among never users; (2) progression to current use among ever users; and (3) continuation among current users, at 6-month follow-up. PSS scores were standardized using z-scores. Models controlled for race/ethnicity, sex, age, ever marijuana use, and ever use of other tobacco products. Mean age ranged from 18.6 to 19.4 among cohorts. Risk for e-cigarette progression among ever users (aOR: 1.30; 95%CI: 1.01-1.69) and e-cigarette continuation among current users (aOR: 1.33 (95%CI: 1.01-1.75) increased with each unit increase in PSS score at baseline. PSS at baseline was not associated with e-cigarette initiation among never users. PSS predicted greater risk of e-cigarette progression and continuation but not initiation among a diverse cohort of emerging adults. E-cigarette prevention and cessation strategies should consider perceived stress an important risk factor for e-cigarette use during emerging adulthood.

Indexed as

Adolescent BehaviorElectronic Nicotine Delivery SystemsTobacco ProductsVapingAdolescentAdultHumansStress, PsychologicalYoung AdultElectronic cigarettesNicotineStressTobaccoYouth

Identifiers

PMID35568160
PMCPMC9813969
OpenAlexW4280572282

What OpenQuestion holds

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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.