Cited by 423Smoking Behavior and CessationPersonality Traits and PsychologySubstance Abuse Treatment and Outcomes

The DOI matches its Crossref record; 78 of the 84 references it cites were found in a registry or an index; none of the 43 sources its claims cite is checked for support yet.

Smoking and the Five‐Factor Model of personality

Open access

Abstract

Aims Investigating the association between personality traits and smoking status using a comprehensive model of personality, the Five‐Factor Model (FFM). Design Cross‐sectional survey. Setting Baltimore, MD, USA. Participants Adult elderly Americans (n = 1638). Measurements A self‐administered survey on cigarette smoking and the Revised NEO Personality Inventory (NEO‐PI‐R). Findings Current smokers scored higher than never smokers on neuroticism and lower on agreeableness and conscientiousness; former smokers scored intermediate on these higher‐order dimensions. Neuroticism was related to smoking particularly among individuals with low conscientiousness, as indicated by an interaction effect between the two factors. There were no differences on extraversion and openness to experience. At the lower‐order facet level, smokers were characterized by inability to resist cravings (high impulsiveness), search for stimulation (high excitement‐seeking), lack of perseverance (low self‐discipline) and lack of careful consideration of the consequences of their actions (low deliberation). Conclusions At the higher‐order factor level, this study replicates and extends previous studies using a comprehensive model of personality (FFM). The greater specificity provided by the facet‐level analysis appears to explain some of the conflicting results in the literature, and the use of an older sample provides insight especially into the former smokers group. Personality research may lead to a deeper understanding of cigarette smoking and can potentially contribute to policies and programs of smoking prevention and cessation.

Overview

AI snapshot

Written from the paper’s full text.

TL;DR

In a cross-sectional survey of 1,638 adult-elderly Americans, current smokers scored higher on Neuroticism and lower on Agreeableness and Conscientiousness than never-smokers, with former-smokers intermediate on these factors. Facet-level and interaction analyses showed that smoking was especially associated with high Impulsiveness, high Excitement-seeking, low Self-Discipline, low Deliberation, and a Neuroticism × Conscientiousness interaction.

Key findings

  • Current-smokers differed significantly from never-smokers on Neuroticism, Agreeableness, and Conscientiousness, but not on Extraversion or Openness; former-smokers were intermediate, with significant differences from both groups on Neuroticism and Conscientiousness.
  • The largest higher-order effect was for Conscientiousness (η² = .035), followed by Neuroticism (η² = .021) and Agreeableness (η² = .011); the Conscientiousness difference between current- and never-smokers was larger than 0.5 SD, d = .6.
  • At the facet level, current-smokers scored higher on Neuroticism facets, especially Impulsiveness, and higher on Excitement-seeking; they scored lower on Conscientiousness facets, especially Self-Discipline and Deliberation, and lower on Agreeableness facets including Straightforwardness, Altruism, and Compliance.
  • A Neuroticism × Conscientiousness interaction contributed significantly to discrimination among smoking groups (Λ = .946, F(8, 3264) = 11.59, p < .001, η² = .054); the low-Conscientiousness/high-Neuroticism “under-controlled” group was about two times more likely to be current smokers than the low-Conscientiousness/low-Neuroticism “relaxed” group and three times more likely than high-Conscientiousness groups.

Methods

  • Cross-sectional survey of Baltimore Longitudinal Study on Aging participants (N = 1,638; age 20–96, M = 60.3, SD = 18), divided into never-smokers (n = 828), former-smokers (n = 694), and current-smokers (n = 116).
  • Smoking was assessed by self-administered survey; personality was assessed with the Revised NEO Personality Inventory (NEO-PI-R), a 240-item self-report measure yielding five factors and 30 facets, standardized as T-scores (M = 50, SD = 10).
  • Main analyses used ANOVA with Bonferroni correction for 35 comparisons, ANCOVA controlling for age and education, sex-standardized T-scores, a sex- and age-matched design control, and hierarchical discriminant analysis entering the five factors followed by their two-way interactions.

Limitations

  • The paper states that the BLSA is not a probability sample, participation is voluntary, and participants are mostly highly educated, high socioeconomic status, and relatively healthy; it also notes that historical and cross-cultural differences may shape smoking–personality associations and that continuous monitoring is needed.
  • The cross-sectional design cannot establish whether personality differences precede or follow smoking; the paper itself discusses that high Neuroticism could be a cause as well as an effect of smoking.
  • The current-smoker group was small (n = 116, 7.1% of the sample), and the sample was adult-elderly, which the authors note is less frequently studied and includes a large proportion of former smokers.

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Integrity signals

Registry

Crossref · 10.1111/j.1360-0443.2004.00687.x

Cites

78 of 78 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

34 Own result · 28 Not checked yet · 16 Own interpretation · 9 Own method · 2 No basis given

Verify all 43 references — free account

Show all 56 claims

  • It may state two separate claims as one. 21
  • The quote only partly states this claim. 1
  • Probably not a substantial claim. 17
33 of 33
  • The paper relies on this without support.

    Personality traits increase the risk for cigarette smoking.

    “it is important to identify individual difference variables particularly personality traits that increase the risk for cigarette smoking.”
  • The paper relies on this without support.

    The four impulsivity-related facets play a role in smoking initiation, maintenance, or cessation.

    “These facets likely play a role in smoking initiation, maintenance, or cessation, and only analyses at the facet level offer the opportunity to assess their importance.”
  • The paper relies on this without support.

    The Five-Factor Model is a reasonably comprehensive taxonomy of personality traits.

    “There has been great progress in trait psychology in the past 20 years, with a general consensus on the FFM as a reasonably comprehensive taxonomy of personality traits.”
  • The paper relies on this without support.

    Conscientiousness has rarely been considered in previous studies.

    “the personality dimension of Conscientiousness, which showed the largest association to smoking behavior in this study, has rarely been considered in previous studies.”
  • The paper relies on this without support.

    Smokers are not a homogeneous group.

    “However, evidence that smokers are not a homogeneous group suggests that a diversity of treatment modalities is necessary.”
5 of 5

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Statistics recomputed

Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.

  • Consistentχ²(2) = 31reported p < .001 · recomputed p < .001

    “χ2(2) = 31, p < .001”

  • ConsistentF(2, 1634) = 36.7reported p < .001 · recomputed p < .001

    “F(2, 1634) = 36.7, p < .001”

  • ConsistentF(2, 1582) = 6.9reported p = .001 · recomputed p = .001

    “F(2, 1582) = 6.9, p = .001”

  • ConsistentF(2, 1635) = 25.62reported p < .001 · recomputed p < .001

    “F(2, 1635) = 25.62, p < .001”

  • ConsistentF(4, 3268) = 17.67reported p < .001 · recomputed p < .001

    “F(4, 3268) = 17.67, p < .001”

  • ConsistentF(6, 3266) = 14.02reported p < .001 · recomputed p < .001

    “F(6, 3266) = 14.02, p < .001”

  • ConsistentF(8, 3264) = 11.59reported p < .001 · recomputed p < .001

    “F(8, 3264) = 11.59, p < .001”

7 of 7

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

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Citations

Cites

Show all 84 references

Research works printed but not linked: 3

  1. Costa P. T., 1992, Revised NEO Personality Inventory (NEO‐PI‐R) and NEO Five‐Factor Inventory (NEO‐FFI) Professional Manual.
  2. Costa P. T., 2000, NEO PI‐R Interpretive Report: NEO Software System.
  3. Eysenck H. J., 1964, Manual of the Eysenck Personality Inventory

Cited by

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Items 301–400 of 423

Metadata

Authors
Terracciano, A., & Costa, P. T.
Affiliations
National Institutes of Health (US)
Corresponding author
Terracciano, Antonio
Venue
Addiction
Publisher
Wiley
Published
2004-03-25
Volume
99
Issue
4
Pages
472-481
ISSN
  • 0965-2140 (ISSN-L)
  • 1360-0443
OpenAlex
W2097167091
Cited by
422
References
84
Citations by year
2026: 5 · 2025: 12 · 2024: 13 · 2023: 15 · 2022: 28 · 2021: 17 · 2020: 27 · 2019: 25 · 2018: 22 · 2017: 27 · 2016: 23 · 2015: 22 · 2014: 31 · 2013: 27 · 2012: 22
FWCI
6.80
Type
journal article
Language
en
Open access
Locations
  • Addiction (publishedVersion)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • National Institutes of Health (Z99 AG999999)
  • National Institute on Aging (ZIAAG000197, ZIAAG000183)
Topics
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Smoking Behavior and Cessation
  • Social Sciences › Psychology › Clinical Psychology › Personality Traits and Psychology
  • Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
Keywords
cigarette smoking, Big Five personality traits, personality traits, neuroticism, conscientiousness, agreeableness, former smokers, personality facets, impulsivity, excitement seeking, self-control, deliberation, smoking cessation, smoking prevention, older adults
MeSH terms
Adult, Aged, Aged, 80 and over, Analysis of Variance, Attitude to Health, Cross-Sectional Studies, Female, Humans, Male, Middle Aged, Models, Psychological, Neurotic Disorders, Personality Assessment, Personality Disorders, Risk-Taking, Smoking

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