What is common may be as important as what is different: Examining the general factor shared by dispositional shame and guilt using bi-factor models

Previous research on shame-proneness and guilt-proneness has tended to focus on their unique associations with other variables, eliminating the substantial shared variance with shame-proneness when examining guilt-proneness, and eliminating the shared variance with guilt-proneness when examining shame-proneness. However, this approach does not examine the variance shared by shame- and guilt-proneness. To address this issue, we conducted three studies employing bi-factor models to examine the general factor shared by the proneness to experience shame and guilt, and their relationship to various personality traits and psychopathology (i.e., externalizing and internalizing psychopathology). Our results showed that the general factor was strongly and positively associated with personality traits related to moral emotions (empathy, agreeableness, and conscientiousness), and strongly but inversely associated with both self-reported and informant-reported externalizing psychopathology. The general factor was also associated with self-consciousness, but not with self-criticism, vulnerable narcissism or neuroticism. These findings have important implications for the conceptualization of shame-proneness and guilt-proneness.

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Publication Details

Journal
European Journal of Personality
Published
2025-06-24
DOI
https://doi.org/10.1177/08902070251347815
Primary Topic
Emotions and Moral Behavior
Type
article
Field-Weighted Citation Impact
0.00

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article

What is common may be as important as what is different: Examining the general factor shared by dispositional shame and guilt using bi-factor models

Wenting Mu, Howard Berenbaum, Bo Zhang, Tomoko Kishimoto et al.
European Journal of Personality
Emotions and Moral Behavior
article

What is common may be as important as what is different: Examining the general factor shared by dispositional shame and guilt using bi-factor models

Wenting Mu, Howard Berenbaum, Bo Zhang, Tomoko Kishimoto, Ziyi He, Kuo-Chih Fan
article en

Abstract

Previous research on shame-proneness and guilt-proneness has tended to focus on their unique associations with other variables, eliminating the substantial shared variance with shame-proneness when examining guilt-proneness, and eliminating the shared variance with guilt-proneness when examining shame-proneness. However, this approach does not examine the variance shared by shame- and guilt-proneness. To address this issue, we conducted three studies employing bi-factor models to examine the general factor shared by the proneness to experience shame and guilt, and their relationship to various personality traits and psychopathology (i.e., externalizing and internalizing psychopathology). Our results showed that the general factor was strongly and positively associated with personality traits related to moral emotions (empathy, agreeableness, and conscientiousness), and strongly but inversely associated with both self-reported and informant-reported externalizing psychopathology. The general factor was also associated with self-consciousness, but not with self-criticism, vulnerable narcissism or neuroticism. These findings have important implications for the conceptualization of shame-proneness and guilt-proneness.

European Journal of PersonalityVol. 40(2)
University of Illinois Urbana-Champaign (US), Beijing Normal University (CN), Tsinghua University (CN)
National Natural Science Foundation of China
Reduced inequalities
Openalex Percentile: Top 100%
Emotions and Moral Behavior
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What is common may be as important as what is different: Examining the general factor shared by dispositional shame and guilt using bi-factor models — Wenting Mu, Howard Berenbaum, et al. · European Journal of Personality (2025) | TGRS Research Map | TGRS