Evidence map›Paper›PMID 40623022›Full record

ArticlePloS one2025

From traits to puffs: The interplay of personality, pandemic stress, and smoking behaviors.

Ying Tian, Weiyi Xiang, Silvia Dzhugaryan, Dayoung Bae, Jessica Barrington-Trimis, Terry Church

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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.

Ying TianUniversity of Southern California Keck School of Medicine, Institution of Addiction Science, Los Angeles, California, United States of America.ORCID https://orcid.org/0009-0009-3112-8625
Weiyi XiangUniversity of Southern California Keck School of Medicine, Institution of Addiction Science, Los Angeles, California, United States of America.
Silvia DzhugaryanUniversity of Southern California Keck School of Medicine, Institution of Addiction Science, Los Angeles, California, United States of America.
Dayoung BaeUniversity of Southern California Keck School of Medicine, Institution of Addiction Science, Los Angeles, California, United States of America.
Jessica Barrington-TrimisUniversity of Southern California Keck School of Medicine, Institution of Addiction Science, Los Angeles, California, United States of America.
Terry ChurchUniversity of Southern California Keck School of Medicine, Institution of Addiction Science, Los Angeles, California, United States of America.ORCID https://orcid.org/0000-0002-8215-8906

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Smoking, a leading cause of chronic diseases, is often used to cope with stress, which has been heightened by the pandemic due to health and economic concerns. Studies have shown that the Big Five personality traits are linked to smoking behavior, suggesting that different personality traits influence nicotine use in varying ways. However, there remains a significant gap in understanding how individuals with different personalities respond to nicotine use under stress. This study aims to investigate how nicotine dependence changes for different Big Five personalities under the pandemic stress and whether other stress-related factors influence nicotine dependence during COVID-19. This cross-sectional study collect data from randomly selected adults aged 18-30 in the US. The Big Five Personality Model assessed personality traits, and nicotine dependence was measured with the Hooked-on Nicotine Checklist. Stress was evaluated using the Perceived Stress Scale, while demographics and other pandemic-related stressors were gathered through structured questions. Correlation and multiple logistic regression models were used for data analysis. The main findings showed that both before (r = -.25, p < .001) and during (r = -.19, p < .001) the pandemic, agreeableness was significantly negatively associated with nicotine dependence, indicating that higher agreeableness was linked to lower nicotine dependence. Similarly, conscientiousness was negatively correlated with nicotine dependence both before (r = -.123, p < .001) and during COVID-19 (r = -.19, p < .001). Although no direct association was found between perceived stress, personality traits, and smoking behavior, the analysis identified that external stressors played a moderating role. These findings emphasize the importance of understanding how different personality traits influence young people's dependence on nicotine under stress. The outcome can guide the design of targeted nicotine withdrawal interventions and inform effective public health strategies.

Indexed as

COVID-19PersonalitySmokingStress, PsychologicalTobacco Use DisorderAdolescentAdultCross-Sectional StudiesFemaleHumansMalePandemicsSARS-CoV-2Young Adult

Identifiers

PMID40623022
PMCPMC12233294

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.