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Personality Constructs Predictions Beyond FFM/Big5: A Digital Phenotyping-Based Exploration. 超越FFM/Big5的人格建构预测:基于数字表型的探索。
IF 5 1区 心理学 Q1 Psychology Pub Date : 2025-08-04 DOI: 10.1111/jopy.70006
Maya Hocherman,Yonathan Mizrachi,Hila Chalutz-BenGal
OBJECTIVEThe application of digital phenotyping in personality research leverages smartphone-generated data to quantify individual differences in personality constructs. It can be conceptualized as an extension of Experience Sampling Methods (ESMs), as it allows for the continuous, in situ collection of behavioral and contextual data. This study expands beyond the FFM/Big5 model to include 59 traits/types from 16 personality constructs, including temperament and personal value theories.METHODDigital footprints were collected from 104 participants' smartphones over 7-10 days. Both hypothesis-testing (deductive) and machine learning (inductive) methods were applied to analyze the data.RESULTSFour personality constructs of 16 (25%) were successfully predicted (r 0.034-0.53): Adult Attachment, FFM/Big5, Distress Tolerance, and Creativity, given an adopted r ≥ 0.34 threshold for successful predictions. Overall, a total of 22 out of 59 individual traits and types of the 16 constructs were successfully predicted (37.29%). Gradient Boosted Trees emerged as the most effective machine learning predictive model (compared with Decision Tree, Random Forest, and Support Vector Machine), particularly when analyzing communication-related information features.CONCLUSIONSThis study demonstrates the capacity of Digital Phenotyping of smartphone data to broaden the possibilities of remote personality psychology research and highlights its potential applicability in People Analytics research and additional cross-disciplinaryscholarly fields.
目的利用智能手机生成的数据量化人格建构的个体差异,将数字表现型应用于人格研究。它可以被概念化为经验采样方法(esm)的扩展,因为它允许连续的,现场收集行为和上下文数据。本研究在FFM/Big5模型的基础上扩展到包括气质和个人价值理论在内的16种人格结构的59种特征/类型。方法在7-10天内从104名参与者的智能手机上收集数字足迹。采用假设检验(演绎)和机器学习(归纳)方法对数据进行分析。结果在r≥0.34的预测阈值下,成功预测成人依恋、FFM/Big5、痛苦容忍和创造力4个人格结构16个(25%)(r 0.034-0.53)。总体而言,在16个构念的59个个体特征和类型中,成功预测22个(37.29%)。梯度增强树是最有效的机器学习预测模型(与决策树、随机森林和支持向量机相比),特别是在分析与通信相关的信息特征时。结论:本研究证明了智能手机数据的数字表型(Digital Phenotyping)能够拓宽远程人格心理学研究的可能性,并突出了其在People Analytics研究和其他跨学科学术领域的潜在适用性。
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引用次数: 0
Behavioral Tendencies of Happiness: A Person-In-Context Approach to Construct Measurement. 幸福的行为倾向:一个人在情境中的建构测量方法。
IF 2.7 1区 心理学 Q1 Psychology Pub Date : 2025-08-01 DOI: 10.1111/jopy.70011
Michael D Robinson, Roberta L Irvin, Muhammad R Asad, Hamidreza Fereidouni, Lauren L Rahier, Grace A Lawrence

Introduction: Situations figure prominently in people's lives, but extant approaches to assessment rarely model situational specificity.

Methods: Using a situational judgment base, the present studies (N = 356) created a behavioral tendency of life test that sought to simulate person-specific responses to a wide variety of life situations. Behavioral tendencies thought to be conducive to happiness were quantified by linking each participant's 160 self-likelihood ratings to a prototype of the happy person, with the idea that participants who matched the prototype to a greater extent would act in ways that promote happiness in their daily lives.

Results: This person-in-context approach to assessment worked in that higher behavioral tendencies of happiness (BT-H) scores were strongly predictive of happiness and well-being, with additional results providing insights into how the relevant tendencies operate.

Conclusions: The research demonstrates the value of understanding broad constructs, such as happiness, on the basis of more particular person-situation-behavior units.

情境在人们的生活中占有重要地位,但现有的评估方法很少模拟情境特异性。方法:利用情境判断基础,本研究(N = 356)创建了一个生活行为倾向测试,旨在模拟个人对各种生活情境的具体反应。通过将每个参与者的160个自我可能性评分与快乐的人的原型联系起来,被认为有助于幸福的行为倾向被量化,并认为在更大程度上符合原型的参与者会在日常生活中以促进幸福的方式行事。结果:这种情境中人的评估方法在更高的幸福行为倾向(BT-H)分数中发挥了作用,它强烈地预测了幸福和幸福,额外的结果提供了对相关倾向如何运作的见解。结论:该研究证明了在更具体的人-情境-行为单元的基础上理解广义结构(如幸福)的价值。
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引用次数: 0
Psychobiography: In Search of the Inner Life. By James W. Anderson, New York, USA: Oxford University Press, 2024 心理传记:寻找内心生活。詹姆斯·w·安德森著,美国纽约:牛津大学出版社,2024年
IF 2.7 1区 心理学 Q1 Psychology Pub Date : 2025-07-15 DOI: 10.1111/jopy.70007
Alisa C. Wiles, Ruthellen Josselson

James Anderson's Psychobiography: In Search of the Inner Life provides a comprehensive path to creating a compelling psychological study of the inner lives of historical figures within the context of history and culture. Anderson introduces the methodology by explaining the foundational importance of psychobiographical research, emphasizing that it extends beyond traditional research into the analysis of other materials such as the subject's fictional writings, humor, and dreams in order to reach a deeper understanding of personality. He details how the researcher may identify psychologically salient material and provides relevant examples of well-written psychobiographies. Not only does Anderson handily explain and then demonstrate the key considerations for writing a solid psychobiography in a way that is easily digestible for the researcher, but his scaffolding may be considered relevant to all biographical works and the study of lives more generally.

詹姆斯·安德森的《心理传记:寻找内心生活》提供了一个全面的途径,在历史和文化的背景下,对历史人物的内心生活进行了引人注目的心理学研究。安德森通过解释心理传记研究的基础重要性来介绍这种方法,强调它超越了传统的研究,进入了对其他材料的分析,如主题的虚构作品、幽默和梦想,以达到对个性的更深层次的理解。他详细介绍了研究人员如何识别心理上突出的材料,并提供了写得好的心理传记的相关例子。安德森不仅以一种研究人员容易理解的方式轻松地解释并论证了撰写一部可靠的心理传记的关键因素,而且他的框架可能被认为与所有传记作品和更普遍的生活研究相关。
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引用次数: 0
Are Wednesday's Children Full of Woe? Children's Differences in Personality Are Independent of Day of Birth 周三的孩子充满悲伤吗?儿童的性格差异与出生日期无关
IF 5 1区 心理学 Q1 Psychology Pub Date : 2025-07-12 DOI: 10.1111/jopy.70005
Emily Wood, Anna Brown, Kirsty Wilding, Florence A. R. Oxley, Helen L. Fisher, Louise Arseneault, Avshalom Caspi, Terrie E. Moffitt, Sophie von Stumm
IntroductionNursery rhymes, which are rich in literary devices, benefit children's language learning. Less is known about the influence that nursery rhymes' messages may have on children's development. We focused on “Monday's Child,” a popular nursery rhyme that alleges children's day of the week of birth forecasts their differences in personality and physical traits.MethodsData came from E‐Risk, a UK population representative, longitudinal cohort study of 2232 same‐sex twin children (with 93% retention). We used linear regression models to test whether the day of the week of birth predicted personality and physical traits at ages 5–18 years.ResultsBeing born on Monday through Saturday did not predict children's personality and physical traits as implied by the “Monday's Child” rhyme. Being born on Sunday was also not associated with children's traits across measures. These results were unchanged after covariate adjustment (i.e., children's sex, birthweight, and socioeconomic status).ConclusionWe showed that children's differences in personality and physical traits are independent of their day of the week of birth. These findings suggest that nursery rhymes' messages are unlikely to influence children's development, at least those conveyed by “Monday's Child”.
童谣具有丰富的文学手法,有利于儿童的语言学习。人们对童谣信息对儿童发展的影响知之甚少。我们关注的是“周一的孩子”,这是一首流行的童谣,它声称孩子出生的那一天预示着他们性格和身体特征的差异。方法数据来自E - Risk,这是一项具有英国人口代表性的纵向队列研究,研究对象为2232名同性双胞胎儿童(保留率为93%)。我们使用线性回归模型来检验出生日期是否能预测5-18岁儿童的性格和身体特征。结果:出生在星期一到星期六的人并不能像“星期一的孩子”这首押韵诗所暗示的那样预测孩子的性格和身体特征。出生在周日也与孩子的性格特征无关。这些结果在协变量调整后(即,儿童的性别、出生体重和社会经济地位)没有变化。结论儿童的性格和身体特征的差异与出生日期无关。这些发现表明童谣的信息不太可能影响儿童的发展,至少“星期一的孩子”所传达的信息是这样。
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引用次数: 0
How Do People Conceptualize Narcissism and Narcissistic Individuals? 人们如何概念化自恋和自恋个体?
IF 5 1区 心理学 Q1 Psychology Pub Date : 2025-07-12 DOI: 10.1111/jopy.70008
Sarah Smith, Travis Proulx, Geoffrey Haddock
IntroductionAlthough past decades have seen notable advances in the conceptualization and assessment of narcissism, scholarship examining lay conceptualizations of the construct remains limited.MethodWe report two studies utilizing bottom‐up, participant‐driven methodologies to examine public understandings of narcissism and narcissistic individuals. In Study 1 (n = 202), we thematically analyzed layperson definitions of narcissism and compared their central contents with widely used narcissism measures. In Study 2 (n = 640), participants freely listed terms they associated with narcissistic or selfless acquaintances and rated them on a series of interpersonal dimensions (e.g., attributes, personal values).ResultsStudy 1 found that narcissism is most commonly conceptualized in relation to selfishness and vanity, and that divergences exist between public conceptualizations of narcissism and how it is operationalized in research. Study 2 found that although narcissistic acquaintances are ascribed greater grandiose relative to vulnerable traits (e.g., high extraversion, low agreeableness), they are also judged less favorably and perceived as placing greater (lesser) emphasis on self‐enhancement (self‐transcendence) values, relative to non‐narcissistic acquaintances.ConclusionThese findings broaden our knowledge of lay perspectives of narcissism and offer important theoretical (e.g., conceptualizations of narcissism) and practical implications (e.g., improving public communications regarding narcissism).
虽然在过去的几十年里,自恋的概念化和评估取得了显著的进步,但研究该结构的外行概念化的学术研究仍然有限。方法我们报告了两项研究,采用自下而上、参与者驱动的方法来调查公众对自恋和自恋个体的理解。在研究1 (n = 202)中,我们从主题上分析了外行人对自恋的定义,并将其核心内容与广泛使用的自恋测量方法进行了比较。在研究2中(n = 640),参与者自由地列出他们与自恋或无私的熟人相关的术语,并根据一系列人际关系维度(例如,属性,个人价值观)对它们进行评分。研究1发现,自恋最常见的概念是与自私和虚荣有关,公众对自恋的概念和研究中对自恋的操作方式存在分歧。研究2发现,尽管自恋的熟人相对于脆弱的特征(例如,高外向性,低亲和性)被认为更浮夸,但相对于非自恋的熟人,他们也不太受欢迎,被认为更(更少)强调自我提升(自我超越)的价值观。这些发现拓宽了我们对自恋的外行视角的认识,并提供了重要的理论(例如,自恋的概念化)和实践意义(例如,改善有关自恋的公共沟通)。
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引用次数: 0
The Jeffrey S. Tanaka Occasional Papers in Quantitative Methods for Personality Jeffrey S. Tanaka《个性定量方法》论文集
IF 2.7 1区 心理学 Q1 Psychology Pub Date : 2025-07-02 DOI: 10.1111/jopy.70003
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引用次数: 0
Humility Throughout the Lifespan and a Global Pandemic: Evidence From a Large‐Scale Cross‐Sectional Study 贯穿一生的谦逊和全球流行病:来自大规模横断面研究的证据
IF 5 1区 心理学 Q1 Psychology Pub Date : 2025-06-28 DOI: 10.1111/jopy.70002
Wendy W. L. Cheung, Sakshi S. Sahakari, Friedrich M. Götz
ObjectiveWe provide a fine‐grained portrait of age‐graded differences in Humility across the lifespan. Specifically, we shed light on year‐by‐year differences and explore differences‐in‐differences in the wake of the COVID pandemic.MethodsWe used large‐scale cross‐sectional data (n = 2,025,004) and employed multigroup confirmatory factor analysis, ANOVAs, and multilevel modeling to examine mean‐score differences in Humility from age 10 to 70 across the entire sample, and for temporal (pre‐COVID, COVID) and geographical (9 countries, 6 US states) subsamples.ResultsAcross cultures and geographies, Humility mean scores were lowest in late childhood and rose steadily thereafter. They reached their highest levels in late adulthood and exhibited more erratic patterns around retirement age. In the overall and pre‐COVID samples, mean‐score differences were most pronounced during the transition from early to middle adulthood. In the COVID sample, similar patterns emerged, though we observed generally higher Humility scores, pronounced adolescent disruption, and the biggest differences between early and middle adulthood.ConclusionsAge‐graded trends in Humility aligned fully with some established patterns of personality trait development (i.e., psychological maturation, maturation reversal) and partially with others (i.e., disruption hypothesis). Moreover, the COVID analyses provide preliminary insights into the potential effects of the pandemic on personality development trajectories.
目的:我们提供了谦逊在整个生命周期中年龄分级差异的细粒度肖像。具体而言,我们揭示了年复一年的差异,并探讨了COVID大流行后的差异。方法:我们使用大规模横断面数据(n = 2,025,004),并采用多组验证性因素分析、方差分析和多水平模型来检验整个样本中10至70岁人群谦逊的平均得分差异,以及时间(前冠状病毒、新冠病毒)和地理(9个国家、6个美国州)子样本的差异。结果在不同的文化和地域中,谦逊意味着在童年后期得分最低,此后稳步上升。它们在成年后期达到最高水平,在退休年龄前后表现出更不稳定的模式。在总体和前COVID样本中,平均得分差异在从成年早期到中年的过渡期间最为明显。在COVID样本中,出现了类似的模式,尽管我们观察到普遍较高的谦逊得分,明显的青春期中断,以及成年早期和中年之间的最大差异。结论:谦逊的sage分级趋势与人格特质发展的一些既定模式(即心理成熟、成熟逆转)完全一致,部分与其他模式(即中断假设)一致。此外,COVID分析提供了关于大流行对人格发展轨迹的潜在影响的初步见解。
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引用次数: 0
The Relationship Between Personality and Flow: A Meta‐Analysis 个性与心流之间的关系:一项元分析
IF 5 1区 心理学 Q1 Psychology Pub Date : 2025-06-28 DOI: 10.1111/jopy.70004
Siem Buseyne, Sameh Said‐Metwaly, Wim Van den Noortgate, Fien Depaepe, Annelies Raes
ObjectiveThis meta‐analysis explores the relationship between Big Five personality traits and flow. It also examines the moderating roles of demographic factors (i.e., gender and age), cultural differences, contextual variations, flow dimensions, and the instruments used to assess personality and flow.MethodA systematic search was conducted across ProQuest, Scopus, and Web of Science, identifying 24 eligible studies reporting associations between Big Five traits and flow. A total of 352 effect sizes were analyzed using a three‐level random‐effects model. Moderator analyses examined the influence of demographic, cultural, contextual, and methodological factors.ResultsResults reveal a medium‐sized positive association between Conscientiousness and flow (r = 0.33), while Extraversion (r = 0.25), Openness (r = 0.18), and Agreeableness (r = 0.16) show smaller positive relationships. Neuroticism has a small negative relationship with flow (r = −0.16). Significant moderating effects were identified for culture, with stronger correlations in Eastern cultures for Extraversion, Openness, and Agreeableness.ConclusionsThese findings emphasize the importance of considering personality traits when studying flow. Future research should expand cross‐cultural studies, explore flow across a broader range of contexts, incorporate multimodal measurement techniques, and develop interventions that enhance flow experiences by aligning them with individuals' personality profiles and contextual characteristics.
目的本荟萃分析探讨五大人格特质与心流的关系。它还考察了人口因素(即性别和年龄)、文化差异、背景变化、流动维度以及用于评估个性和流动的工具的调节作用。方法通过ProQuest、Scopus和Web of Science进行系统检索,确定了24项符合条件的研究,报告了五大特征与心流之间的关联。采用三水平随机效应模型对352个效应量进行分析。调节分析考察了人口、文化、背景和方法因素的影响。结果尽责性与心流之间存在中等正相关(r = 0.33),而外向性(r = 0.25)、开放性(r = 0.18)和亲和性(r = 0.16)之间存在较小的正相关。神经质与心流呈负相关(r = - 0.16)。文化有显著的调节作用,东方文化中外向性、开放性和宜人性的相关性更强。这些发现强调了在研究心流时考虑人格特质的重要性。未来的研究应扩大跨文化研究,在更广泛的背景下探索心流,结合多模态测量技术,并通过将其与个体的个性特征和背景特征相结合,开发出增强心流体验的干预措施。
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引用次数: 0
Age Patterns in Dual-Cycle Identity Processes and Their Associations With Life Satisfaction. 双循环认同过程中的年龄模式及其与生活满意度的关系。
IF 5 1区 心理学 Q1 Psychology Pub Date : 2025-06-26 DOI: 10.1111/jopy.70001
Joshua A Weller, Elisabeth L de Moor, Theo A Klimstra

Objective: Identity development research often applies the identity status approach, which distinguishes different dimensions of identity-relevant commitment levels and exploration behavior. However, age differences in these dimensions have mostly been examined in adolescence and young adulthood, leaving questions about their variation across the adult lifespan. Additionally, associations between identity and life satisfaction have been equally understudied in adult populations.

Method: We examined these questions in a large, nationally representative U.K. sample (N = 3869; age range 18-97). Identity processes were measured using an abbreviated Dimensions of Identity Development Scale. After invariance testing by age groups, we examined age differences across identity dimensions: Commitment and Exploration (depth, breadth, ruminative).

Results: Older individuals reported lower scores on all exploration dimensions until late adulthood. However, though no age differences in commitment were observed between early and middle adulthood, less commitment was reported from middle to late adulthood. Additionally, commitment and exploration in depth were consistently positively associated with life satisfaction, whereas ruminative exploration negatively predicted life satisfaction, with stronger associations appearing in later adulthood.

Conclusions: These findings demonstrate the feasibility of studying identity across adulthood from a measurement perspective and highlight how identity dimensions relate to well-being at different ages.

目的:认同发展研究通常采用认同状态方法,区分认同相关承诺水平和探索行为的不同维度。然而,这些方面的年龄差异主要是在青春期和青年期进行的研究,留下了关于它们在整个成年寿命中的变化的问题。此外,在成年人中,身份认同和生活满意度之间的关系也同样没有得到充分的研究。方法:我们在一个具有全国代表性的大型英国样本中检验了这些问题(N = 3869;年龄介乎18至97岁)。认同过程是用简化的认同发展量表来测量的。在按年龄组进行不变性检验后,我们研究了在身份维度上的年龄差异:承诺和探索(深度、广度、反思)。结果:直到成年后期,老年人在所有探索维度上的得分都较低。然而,尽管在成年早期和中期之间没有观察到承诺的年龄差异,但从成年中期到成年晚期,承诺的报告较少。此外,承诺和深度探索与生活满意度始终呈正相关,而反刍探索对生活满意度呈负相关,且在成年后期表现出更强的相关性。结论:这些发现证明了从测量角度研究成年期身份的可行性,并突出了身份维度与不同年龄幸福感的关系。
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引用次数: 0
Narrative Agency and Communion as Predictors of Trait and State Self-Esteem Dynamics. 叙事代理和共融作为特质和状态自尊动态的预测因子。
IF 5 1区 心理学 Q1 Psychology Pub Date : 2025-06-20 DOI: 10.1111/jopy.70000
Guðrún R Guðmundsdóttir,Elisabeth L de Moor,Anne K Reitz
INTRODUCTIONSelf-esteem has important implications for life outcomes, yet little is known about its antecedents at both the trait and state levels. We examined agency and communion-coded from personal narratives about a past turning-point event-as predictors of trait self-esteem levels, long-term trait changes, and short-term fluctuations (instability) in state self-esteem.METHODSWe used data from a 5-wave intensive longitudinal study of Dutch master's students (N = 281, Mage = 24.5, 75% females) over a 2-year period, tracking their university-to-work transition. Participants completed a questionnaire and 14-day experience sampling assessments at each wave. Mixed-effects location scale models were used.RESULTSAgency and communion were positively associated with self-esteem at the beginning of the transition. While communion did not predict instability in state self-esteem, we found some evidence for agency negatively predicting self-esteem instability across days but not across moments. Results neither revealed differences in trait changes as a function of agency or communion nor significant heterogeneity in change trajectories overall. Agency appeared more frequently in students' narratives compared to communion.CONCLUSIONResults suggest that agentic but not communal narratives negatively predict daily self-esteem instability during the work transition but provide limited insight into momentary self-esteem instability and trait changes.
自尊对生活结果有重要的影响,但在特质和状态层面上,对其前因知之甚少。我们从个人对过去转折点事件的叙述中考察了代理和共情作为特质自尊水平、长期特质变化和状态自尊的短期波动(不稳定)的预测因子。方法我们使用了一项为期2年的荷兰硕士生(N = 281, Mage = 24.5, 75%为女性)5波密集纵向研究的数据,跟踪他们从大学到工作的过渡。参与者完成了一份问卷,并在每一波中进行了为期14天的经验抽样评估。使用混合效果位置比例模型。结果在过渡初期,代理和交流与自尊呈正相关。虽然交流并不能预测状态自尊的不稳定性,但我们发现了一些证据,表明代理在几天内对自尊的不稳定性有负面预测,但在某些时刻却没有。结果既没有显示作为代理或共融功能的性状变化的差异,也没有显示总体变化轨迹的显著异质性。与交流相比,代理在学生的叙述中出现得更多。结论:工作转换期间,代理叙事对日常自尊不稳定有负向预测,但对瞬时自尊不稳定和特质变化的影响有限。
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引用次数: 0
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