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Personality adjectives in the digital world: A natural language processing study of Big Five adjectives and their usage on Reddit 数字世界中的人格形容词:对五大形容词及其在Reddit上使用的自然语言处理研究
IF 2.6 2区 心理学 Q2 PSYCHOLOGY, SOCIAL Pub Date : 2025-07-12 DOI: 10.1016/j.jrp.2025.104634
Iva Vukojević , Irina Masnikosa , Matej Gjurković , Nina Drobac , Ana Butković , Martina Lozić , Denis Bratko , Jan Šnajder
Psycholexical studies explore the intricate interplay between language and personality traits, focusing on trait representation in language. One aspect of such representation is the frequency of personality adjective usage. This study examines how linguistic and trait-label properties of personality adjectives relate to their usage frequency. Utilizing a corpus from the social media platform Reddit, we employ natural language processing to analyze Big Five adjectives in person-descriptions. Our results show that trait-label properties exhibit different patterns when considered together rather than separately from linguistic properties—for instance, prefixal composition nullifies the expected effect of polarity on frequency. These findings highlight the importance of considering both linguistic and trait-label properties when assessing the usage of personality adjectives.
心理研究主要探讨语言和人格特质之间错综复杂的相互作用,重点研究语言中的特质表征。这种表征的一个方面是人格形容词的使用频率。本研究探讨了人格形容词的语言特征和特征标签特征与其使用频率的关系。利用社交媒体平台Reddit的语料库,我们使用自然语言处理来分析人物描述中的五大形容词。我们的研究结果表明,当将特征标签属性放在一起而不是与语言属性分开考虑时,特征标签属性表现出不同的模式——例如,前缀组成抵消了极性对频率的预期影响。这些发现强调了在评估人格形容词的使用时同时考虑语言和特征标签属性的重要性。
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引用次数: 0
Personality functioning across clinical and nonclinical models: further evidence for conceptual convergence between different traditions and the status of personality functioning as a competence construct 跨临床和非临床模型的人格功能:不同传统和人格功能作为能力结构之间概念趋同的进一步证据
IF 2.6 2区 心理学 Q2 PSYCHOLOGY, SOCIAL Pub Date : 2025-07-07 DOI: 10.1016/j.jrp.2025.104633
Emanuel Jauk , Sarah Sieber-Frank , Clara Carvalho Hilje , Philipp Kanske , Ricarda Steinmayr , Johannes C. Ehrenthal
Personality functioning (PF) is the central criterion for personality pathology in clinical models. Nonclinical personality models assume emotional intelligence or the general factor of personality as general indicators of adaptiveness. Both are conceptualized as more competence-like than solely trait-like. It has rarely been investigated (1) whether these constructs might assess the same latent dimension, and (2) if they indeed reflect competencies beyond traits. In three samples (N = 592), we observed (1) high convergence between all constructs. (2) PF was related to a full-scale emotional competence performance measure (Mayer-Salovey-Caruso Emotional Intelligence Test), supporting its status as a competence construct. (3) Further, all constructs are strongly saturated with PF variance, and PF can be reliably estimated from common personality scales.
人格功能(PF)是临床模型中人格病理学的中心标准。非临床人格模型假设情绪智力或人格的一般因素作为适应性的一般指标。两者都被概念化为更像能力,而不仅仅是像特质。很少有人研究(1)这些构式是否可能评估相同的潜在维度,以及(2)它们是否确实反映了特质之外的能力。在三个样本(N = 592)中,我们观察到(1)所有结构之间的高度收敛。(2)人格特质与全量表情绪能力绩效测量(Mayer-Salovey-Caruso情绪智力测验)相关,支持其作为能力建构的地位。(3)此外,所有构念都具有强烈饱和的PF方差,并且可以可靠地从通用人格量表中估计PF。
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引用次数: 0
Beyond the text: Voice as a stable marker of self-esteem 文字之外:声音是自尊的稳定标志
IF 2.6 2区 心理学 Q2 PSYCHOLOGY, SOCIAL Pub Date : 2025-07-06 DOI: 10.1016/j.jrp.2025.104636
Xinlei Zang , Shuai Wang , Juan Yang
Self-esteem is a core personality trait, yet its assessment often relies on self-reports vulnerable to contexts. Integrating Trait Activation Theory, Whole Trait Theory, and the Self-Organizing Self-Esteem model, this study explores voice as a context-independent marker of self-esteem. Across three tasks (N = 211) varying in self-relevance and social evaluative threat, voice features outperformed text in recognizing self-esteem and generalized across situations. Specifically, greater loudness, higher and more stable warmth, and shorter and less variable silence durations indicated higher self-esteem. Based on these findings, we propose the Modality-Based Whole Trait Theory, extending existing theories by emphasizing modality as a boundary condition for personality expression. These findings advance objective personality assessment and highlight the potential of voice for capturing trait-level information.
自尊是一种核心的人格特质,但它的评估往往依赖于易受环境影响的自我报告。本研究结合特质激活理论、整体特质理论和自组织自尊模型,探讨声音作为情境无关的自尊标记。在三个任务(N = 211)中,在自我关联和社会评估威胁方面,语音特征在识别自尊和跨情境推广方面优于文本。具体来说,更大的声音,更高更稳定的温暖,更短更少变化的沉默持续时间表明更高的自尊。在此基础上,我们提出了基于情态的整体特质理论,通过强调情态作为人格表达的边界条件来扩展现有理论。这些发现促进了客观人格评估,并强调了声音在捕捉特质层面信息方面的潜力。
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引用次数: 0
Distracted by the mirror? Associations between narcissism, self-esteem and gaze behavior during self-face viewing 被镜子分散了注意力?自恋、自尊和凝视行为之间的关系
IF 2.6 2区 心理学 Q2 PSYCHOLOGY, SOCIAL Pub Date : 2025-07-05 DOI: 10.1016/j.jrp.2025.104632
Jonas Potthoff, Gabriela Hofer, Anne Schienle
Self-viewing varies significantly among individuals. The present eye-tracking study investigated whether specific facets of grandiose narcissism and self-esteem are associated with gaze behavior during self-face viewing.
In a novel visual probe task, participants pressed a button when a visual target appeared next to a mirror reflecting their face. The task required participants to shift their attention away from their reflection that acted as a distractor. Task performance and gaze behavior were analyzed in relation to general grandiose narcissism, domain-specific narcissism, self-esteem, and self-worth contingencies.
Participants with higher grandiose narcissism and self-esteem spent more time fixating their face, suggesting that people with higher self-esteem or narcissism are more easily distracted by their face than people with lower levels of these traits.
自我观察在个体之间差异很大。本研究调查了浮夸型自恋和自尊的特定方面是否与自我面部观察时的凝视行为有关。在一项新颖的视觉探测任务中,当一个视觉目标出现在镜子旁时,参与者按下一个按钮。这项任务要求参与者将注意力从作为干扰物的自己的倒影上移开。研究了任务表现和凝视行为与一般浮夸型自恋、特定领域自恋、自尊和自我价值随变的关系。自大自恋和自尊程度较高的参与者会花更多的时间盯着自己的脸,这表明自尊或自恋程度较高的人比这些特征程度较低的人更容易被自己的脸分散注意力。
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引用次数: 0
The general factor of personality (GFP) in natural language: A deep learning approach 自然语言中的一般人格因素(GFP):一种深度学习方法
IF 2.6 2区 心理学 Q2 PSYCHOLOGY, SOCIAL Pub Date : 2025-07-05 DOI: 10.1016/j.jrp.2025.104635
Dimitri van der Linden , Andrew Cutler , Putri A. van der Linden , Curtis S. Dunkel
Using Large Language Models (LLMs), we tested the presence of a general factor of personality (GFP) in trait words in natural language (e.g., thousands of books and posts on internet). We included three set of trait words, extracted from well-known classical lexical studies on personality. The general factor we found represented a continuum of social desirable traits, similar to a typical GFP. Moreover, this LLM-based general factor correlated r = 0.86 with the general factor in the original Saucier and Goldberg (1997) data. The findings were robust regarding type of machine learning prompts and statistical methods used. The findings indicate that in natural language, a GFP exists that is similar to previous lexical studies using human raters.
使用大型语言模型(llm),我们测试了自然语言(例如,成千上万的书籍和互联网上的帖子)特征性词汇中人格的一般因素(GFP)的存在。我们收录了三组特征词,摘自著名的经典人格词汇研究。我们发现的一般因素代表了社会理想特征的连续体,类似于典型的GFP。此外,基于llm的一般因子与Saucier and Goldberg(1997)原始数据中的一般因子相关r = 0.86。关于机器学习提示类型和使用的统计方法,研究结果是稳健的。研究结果表明,在自然语言中,存在一种与先前使用人类评分器进行的词汇研究相似的GFP。
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引用次数: 0
What’s in a name? Exploring overlap among self-belief constructs 名字里有什么?探索自我信念构念之间的重叠
IF 2.6 2区 心理学 Q2 PSYCHOLOGY, SOCIAL Pub Date : 2025-06-26 DOI: 10.1016/j.jrp.2025.104631
Lindsay S. Ackerman, Richard E. Lucas
Jingle-jangle fallacies, which are pervasive in psychology, complicate measurement, propagate confusion among scholars, and weaken the conclusions researchers can draw from their studies. In the present study (N = 1,258), we investigated these issues in the domain of self-belief constructs (self-efficacy, self-competence, self-confidence, self-esteem, self-worth, self-value, self-regard, self-liking, and self-respect). Exploratory factor analyses at the scale- and item-levels provided evidence of significant overlap among constructs. A two-factor solution may be best supported by the data, where self-efficacy constitutes one factor and all other constructs the second (though where self-competence falls is less clear). Ultimately, these findings draw attention to the need for clear and concise construct definitions, precise and well-validated measurement instruments, and careful consideration when researchers propose new constructs.
叮当声谬误在心理学中普遍存在,它使测量复杂化,使学者之间产生混乱,削弱了研究者从研究中得出的结论。在本研究中(N = 1,258),我们在自我信念构念(自我效能、自我能力、自信、自尊、自我价值、自我价值、自我关注、自我喜欢和自尊)领域调查了这些问题。在量表和项目水平上的探索性因素分析提供了结构之间显著重叠的证据。数据可能最能支持双因素解决方案,其中自我效能感构成一个因素,所有其他因素构成第二个因素(尽管自我能力落在哪里不太清楚)。最终,这些发现引起了人们对清晰和简洁的结构定义、精确和有效的测量工具以及研究人员提出新结构时仔细考虑的关注。
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引用次数: 0
Family experiences while growing up, personality traits, and well-being: A mediation analysis 成长过程中的家庭经历、人格特质和幸福感:一个中介分析
IF 2.6 2区 心理学 Q2 PSYCHOLOGY, SOCIAL Pub Date : 2025-06-20 DOI: 10.1016/j.jrp.2025.104630
Anna M. Zalewska , Dorota Weziak-Bialowolska , Olga Grabowska-Chenczke , Anna Werner-Maliszewska , Agnieszka Zawadzka-Jabłonowska
This study examines how early-life family experiences are associated with adult well-being (subjective, eudaimonic social, and eudaimonic personal well-being) and the role of personality traits in this process. Using data from 202,898 respondents across 22 countries in the Global Flourishing Study (representative samples, cross-sectional data), we find that positive family experiences predict higher well-being and foster traits such as extraversion, agreeableness, conscientiousness, and emotional stability, but not openness. These four traits positively predict all well-being types, while openness is linked only to personal well-being and shows no association with subjective well-being and a weak negative link to social well-being. Our results show that personality traits (excluding openness) partially explain how early-life family experiences are associated with adult well-being. Additionally, growing up with married parents is linked to higher social well-being, a relationship fully mediated by personality traits except for extraversion. These findings underscore the possibly lasting impact of early-life family environments on well-being in adulthood, with personality traits acting as key mechanisms. While supportive family backgrounds contribute to well-being through personality development, fostering these traits in individuals from less favorable backgrounds may promote well-being and personal growth. Understanding these associations can inform policies and interventions that help individuals flourish.
本研究探讨了早期家庭经历与成人幸福感(主观幸福感、社会幸福感和个人幸福感)的关系,以及人格特质在这一过程中的作用。利用全球繁荣研究中来自22个国家的202,898名受访者的数据(代表性样本,横断面数据),我们发现积极的家庭经历预示着更高的幸福感,并培养外向性、宜人性、尽责性和情绪稳定性等特征,但不是开放性。这四个特征对所有幸福类型都有积极的预测作用,而开放性只与个人幸福有关,与主观幸福无关,与社会幸福有微弱的负相关。我们的研究结果表明,性格特征(不包括开放性)部分解释了早期家庭经历与成年幸福感的关系。此外,与已婚父母一起长大与更高的社会幸福感有关,这种关系完全由性格特征介导,除了外向性。这些发现强调了早期家庭环境对成年后幸福感可能产生的持久影响,其中人格特征是关键机制。虽然支持性的家庭背景通过个性发展有助于幸福,但培养来自不太有利背景的个体的这些特征可能会促进幸福和个人成长。了解这些联系可以为帮助个人繁荣的政策和干预提供信息。
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引用次数: 0
Delayed gratification across 22 Countries: A cross-national analysis of demographic variation and childhood predictors 22个国家的延迟满足:人口统计学差异和儿童预测因素的跨国分析
IF 2.6 2区 心理学 Q2 PSYCHOLOGY, SOCIAL Pub Date : 2025-06-16 DOI: 10.1016/j.jrp.2025.104627
Dorota Weziak-Bialowolska , Piotr Bialowolski , Richard G. Cowden , Sung Joon Jang , Matt Bradshaw , R. Noah Padgett , Byron R. Johnson , Tyler J. VanderWeele
Prior research documents associations between delayed gratification and important life outcomes such as improved health, well-being, and educational achievement. However, less is known about how levels of delayed gratification vary across cultures and across demographic groups, as well as which childhood antecedents contribute to delayed gratification in adulthood. This study examines variations in delayed gratification across demographic groups and its childhood predictors. A diverse and representative dataset of 202,898 individuals from 22 countries is used. Random-effects meta-analysis and E-values for robustness are applied to examine associations between nine key demographic factors, childhood predictors, and adult delayed gratification. The mean levels of delayed gratification (scaled 0–10) vary by country, ranging from 5.2 to 8.4, with notable but less substantial variation across demographic characteristics. Among childhood variables, positive subjective health, favorable subjective financial status, frequent childhood religious service attendance, and a positive relationship with one’s father are associated with higher delayed gratification in adulthood. These associations are fairly culturally consistent and moderately robust to unmeasured confounding, though some country specific deviations from this pattern are also observed. The findings have implications for policy and practice aimed at fostering delayed gratification, considering cultural specificity.
先前的研究记录了延迟满足与重要的生活结果(如改善健康、幸福和教育成就)之间的联系。然而,关于延迟满足的水平在不同文化和人口群体中是如何变化的,以及哪些童年前因会导致成年后的延迟满足,人们知之甚少。这项研究考察了不同人口群体延迟满足的变化及其童年预测因素。使用了来自22个国家的202,898个人的多样化和代表性数据集。随机效应荟萃分析和稳健性的e值被用于检验九个关键人口因素、儿童预测因素和成人延迟满足之间的关联。延迟满足的平均水平(0-10分)因国家而异,范围从5.2到8.4,人口特征之间存在显著但不太实质性的差异。在童年变量中,积极的主观健康、良好的主观经济状况、频繁的童年宗教服务以及与父亲的积极关系与成年后较高的延迟满足相关。这些关联在文化上是相当一致的,并且对未测量的混杂因素具有适度的稳健性,尽管也观察到与这种模式有一些特定国家的偏差。考虑到文化特殊性,研究结果对旨在促进延迟满足的政策和实践具有启示意义。
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引用次数: 0
Ink and Identity: Personality perceptions based on tattoos 墨水与身份:基于纹身的个性认知
IF 2.6 2区 心理学 Q2 PSYCHOLOGY, SOCIAL Pub Date : 2025-06-15 DOI: 10.1016/j.jrp.2025.104629
Brooke Soulliere , William J. Chopik , Alejandro Carrillo , W.Keith Campbell , Brandon Weiss , Joshua D. Miller
People with and without tattoos are often judged differently, but previous research often neglects the type and characteristics of tattoos. We examined these questions in 274 adults (Mage = 24.59, SD = 7.17; 71.2 % women; 77.2 % White) with 375 tattoos who agreed to have their tattoos photographed for the study and completed a battery of personality measures. Although there was consensus about the personalities of people who had a particular tattoo (i.e., judges agreed in their perceptions of people with tattoos), these judgments were largely inaccurate, with a few exceptions. Specifically, judgments of openness to experience (based solely on tattoos) were modestly accurate and attributable to how “wacky” the tattoo was.
人们对有纹身和没有纹身的人的评价往往不同,但以往的研究往往忽视了纹身的类型和特征。我们对274名成人(Mage = 24.59, SD = 7.17;女性占71.2%;77.2%是白人),有375名纹身者同意为研究拍摄他们的纹身,并完成了一系列性格测试。尽管人们对有特定纹身的人的性格有共识(即,法官对纹身者的看法是一致的),但除了少数例外,这些判断在很大程度上是不准确的。具体来说,对经验开放性的判断(仅仅基于纹身)是适度准确的,并且归因于纹身的“古怪”程度。
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引用次数: 0
Growth following adversity is rare: Evidence from a multi-informant longitudinal study of children and adolescents 逆境后的成长是罕见的:来自儿童和青少年多信息纵向研究的证据
IF 2.6 2区 心理学 Q2 PSYCHOLOGY, SOCIAL Pub Date : 2025-06-11 DOI: 10.1016/j.jrp.2025.104628
Cavan V. Bonner , Benjamin L. Hankin , Jami F. Young , Brent W. Roberts
The idea that adversity is necessary for psychological growth pervades cultural narratives and lay theories. We empirically tested this notion with a multi-informant, longitudinal study of children and adolescents (n = 682). Initial adversity was not associated with change in effortful control and emotional stability, while increasing adversity was negatively correlated with growth. However, a small sub-group of individuals still managed to grow despite adversity. The narrative that adversity is crucial for growth likely originated, and continues to survive, because scholars and laypeople focus on this minority who grow despite adversity, while overlooking the overall null or negative association. The accumulated evidence suggests that researchers should look elsewhere for the life experiences that reliably lead to growth and not distress.
逆境对于心理成长是必要的这一观点在文化叙事和非专业理论中普遍存在。我们通过对儿童和青少年(n = 682)的多信息提供者的纵向研究对这一观点进行了实证检验。最初的逆境与努力控制和情绪稳定性的变化无关,而逆境的增加与成长呈负相关。然而,有一小部分人仍然在逆境中成长。逆境对成长至关重要这一说法的产生和持续存在,可能是因为学者和外行人关注的是那些在逆境中成长的少数人,而忽视了总体上的零关联或负面关联。越来越多的证据表明,研究人员应该在其他地方寻找可靠地导致成长而不是痛苦的生活经历。
{"title":"Growth following adversity is rare: Evidence from a multi-informant longitudinal study of children and adolescents","authors":"Cavan V. Bonner ,&nbsp;Benjamin L. Hankin ,&nbsp;Jami F. Young ,&nbsp;Brent W. Roberts","doi":"10.1016/j.jrp.2025.104628","DOIUrl":"10.1016/j.jrp.2025.104628","url":null,"abstract":"<div><div>The idea that adversity is necessary for psychological growth pervades cultural narratives and lay theories. We empirically tested this notion with a multi-informant, longitudinal study of children and adolescents (<em>n</em> = 682). Initial adversity was not associated with change in effortful control and emotional stability, while increasing adversity was negatively correlated with growth. However, a small sub-group of individuals still managed to grow despite adversity. The narrative that adversity is crucial for growth likely originated, and continues to survive, because scholars and laypeople focus on this minority who grow despite adversity, while overlooking the overall null or negative association. The accumulated evidence suggests that researchers should look elsewhere for the life experiences that reliably lead to growth and not distress.</div></div>","PeriodicalId":48406,"journal":{"name":"Journal of Research in Personality","volume":"117 ","pages":"Article 104628"},"PeriodicalIF":2.6,"publicationDate":"2025-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144314003","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Journal of Research in Personality
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