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The Assessment of Body Image Based on Large Language Model. 基于大语言模型的身体形象评价。
IF 1.3 4区 心理学 Q3 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-10-01 Epub Date: 2025-08-30 DOI: 10.1002/pchj.70048
Fumeng Li, Nan Zhao

Assessing adolescent body image is crucial for mental health interventions, yet traditional methods suffer from limited dimensional coverage, poor dynamic tracking, and weak ecological validity. To address these gaps, this study proposes a multidimensional evaluation using large language models (LLMs) and compares its criterion validity against a dictionary-based method and expert ratings. We defined four dimensions-perception, positive attitude, negative attitude, behavior-by reviewing the body-image literature and built a validated dictionary through expert ratings and iterative refinement. A four-step prompt-engineering process, incorporating role-playing and other optimization techniques, produced tailored prompts for LLM-based recognition. To validate these tools, we collected self-reported texts and scale scores from 194 university students, performed semantic analyses with Llama-3.1-70B, Qwen-Max, and DeepSeek-R1 using these prompts, and confirmed ecological validity on social media posts. Results indicate that our multidimensional dictionary correlated significantly with expert ratings across all four dimensions (r = 0.515-0.625), providing a solid benchmark. LLM-based assessments then outperformed both the dictionary and human ratings, with zero-shot LLMs achieving r = 0.664 in positive attitude (vs. expert r = 0.657) and DeepSeek-R1 reaching r = 0.722 in perception. Role-playing techniques significantly improved the validity in the perception dimension (Δr = +0.117). Consistency checks revealed that the DeepSeek model reduced error dispersion in extreme score ranges by 48.4% compared to human ratings, with the 95% consistency limits covering the fluctuations of human scores. Incremental validity analysis showed that LLMs could replace human evaluations in the perception dimension (ΔR 2 = 0.220). In ecological validity checks, the Qwen model achieved a correlation of 0.651 in the social media behavior dimension-53.1% higher than the dictionary method. We found that LLMs demonstrated significant advantages in the multidimensional assessment of body image, offering a new intelligent approach to mental health measurement.

青少年身体形象评估对心理健康干预至关重要,但传统方法存在维度覆盖有限、动态跟踪差、生态效度弱等问题。为了解决这些差距,本研究提出了使用大型语言模型(llm)的多维评估,并将其标准有效性与基于字典的方法和专家评级进行比较。通过查阅身体形象文献,我们定义了感知、积极态度、消极态度和行为四个维度,并通过专家评级和迭代改进建立了一个有效的词典。采用四步快速工程流程,结合角色扮演和其他优化技术,为基于llm的识别提供量身定制的提示。为了验证这些工具,我们收集了194名大学生的自述文本和量表分数,使用Llama-3.1-70B、Qwen-Max和DeepSeek-R1进行语义分析,并使用这些提示确认社交媒体帖子的生态有效性。结果表明,我们的多维词典在所有四个维度上都与专家评级显著相关(r = 0.515-0.625),提供了一个可靠的基准。基于llm的评估结果优于字典和人类评分,零命中率llm在积极态度方面达到r = 0.664(相对于专家r = 0.657), DeepSeek-R1在感知方面达到r = 0.722。角色扮演技术显著提高了感知维度的效度(Δr = +0.117)。一致性检查显示,与人类评分相比,DeepSeek模型在极端分数范围内的误差分散减少了48.4%,95%的一致性限制涵盖了人类评分的波动。增量效度分析显示,llm在感知维度上可以取代人的评价(ΔR2 = 0.220)。在生态效度检验中,Qwen模型在社交媒体行为维度上的相关性为0.651,比字典方法高53.1%。我们发现llm在身体形象的多维评估中表现出显著的优势,为心理健康测量提供了一种新的智能方法。
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引用次数: 0
Dissociation of Stimulus Representation and Response Selection in Conflict Processing of Multiple Frames of Reference. 多参照系冲突加工中刺激表征与反应选择的分离。
IF 1.3 4区 心理学 Q3 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-10-01 Epub Date: 2025-06-28 DOI: 10.1002/pchj.70033
Weizhi Nan, Zhenghan Li, Yuwei Sun, Yanlong Sun, Hongbin Wang, Qi Li, Xun Liu

Humans use multiple frames of reference (FORs) to represent spatial information, for example, one egocentric FOR (anchored on the observer) and various intrinsic FORs (anchored on the objects in the environment). Previous studies have shown that the cognitive resource competition of FORs will lead to FOR-based conflicts (e.g., egocentric-intrinsic, intrinsic-intrinsic) and their interactions. However, it remains unclear whether these conflicts and their interactions occur during the cognitive process stage of stimulus-representation, response-selection, or both. In our study, on the basis of a modified two-cannon task, the spatial congruency and response congruency of two cannons (intrinsic FORs anchored) were manipulated to localize the two process stages of intrinsic-intrinsic conflict. The results revealed that intrinsic-intrinsic conflict was affected by both factors, indicating that response time (RT) in the spatially incongruent condition was longer than that in the spatially congruent condition and that RT in the response incongruent condition was longer than that in the response congruent condition. Furthermore, an interaction between egocentric-intrinsic and intrinsic-intrinsic conflicts was observed, showing that the egocentric-intrinsic conflict did not change between the spatially congruent and incongruent conditions but increased from the response congruent condition to the response incongruent condition. These findings suggest that intrinsic-intrinsic conflict occurs in both the stimulus-representation and response-selection stages, whereas egocentric-intrinsic conflict occurs only in the response-selection stage. The two conflicts share a common conflict processing mechanism in the response-selection stage.

人类使用多个参考框架(FORs)来表示空间信息,例如,一个以自我为中心的FORs(锚定在观察者身上)和各种内在的FORs(锚定在环境中的物体上)。已有研究表明,FORs的认知资源竞争会导致基于FORs的冲突(如自我中心-内在冲突、内在-内在冲突)及其相互作用。然而,这些冲突及其相互作用是否发生在刺激-表征、反应-选择或两者兼而有之的认知过程阶段尚不清楚。本研究以改进的双炮任务为基础,利用空间一致性和反应一致性(固有FORs锚定)来定位内在冲突的两个过程阶段。结果表明,内在冲突受空间不一致条件下的反应时间比空间一致条件下的反应时间长,且反应不一致条件下的反应时间比反应一致条件下的反应时间长。此外,自我中心-内在冲突和内在-内在冲突之间存在交互作用,即自我中心-内在冲突在空间一致和空间不一致条件下没有变化,但在反应一致条件下向反应不一致条件下有所增加。这些结果表明,内在冲突在刺激-表征和反应-选择两个阶段都有发生,而自我中心-内在冲突只在反应-选择阶段发生。这两个冲突在响应选择阶段共享一个公共的冲突处理机制。
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引用次数: 0
Validation of the Scale of Perceived Overqualification (SPOQ) in the Chinese Context. 汉语语境下“资格过高感知量表”的验证。
IF 1.3 4区 心理学 Q3 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-10-01 Epub Date: 2025-07-02 DOI: 10.1002/pchj.70031
Yue Han, Xiongliang Peng, Yan Bai

The present research aimed to validate the Chinese version of the Scale of Perceived Overqualification (SPOQ), which assesses employees' perceptions of possessing more knowledge, skills, and abilities than their job requires. A preliminary meta-analytic review highlighted the need to evaluate the SPOQ's psychometric properties in different cultural contexts. In Study 1, exploratory factor analysis supported a single-factor structure of the SPOQ-Chinese version, and test-retest analysis confirmed its stability over a 2-week interval. In Study 2, confirmatory factor analysis demonstrated a good model fit, further verifying the scale's structural validity. Criterion-related validity was also supported, with significant correlations between perceived overqualification and relevant job-related and career-related variables. Overall, our findings suggest the SPOQ-Chinese version is an appropriate measure of perceived overqualification among Chinese employees.

本研究旨在验证中国版的认知能力过高量表(SPOQ),该量表评估员工对拥有比工作所需更多的知识、技能和能力的感知。一项初步的元分析综述强调了在不同文化背景下评估SPOQ心理测量特性的必要性。在研究1中,探索性因子分析支持spoq -中文版的单因素结构,重测分析证实了其在2周内的稳定性。在研究2中,验证性因子分析显示模型拟合良好,进一步验证了量表的结构效度。标准相关效度也得到支持,感知到的资历过高与相关的工作和职业相关变量之间存在显著相关。总体而言,我们的研究结果表明,SPOQ-Chinese版本是衡量中国员工感知到的资历过高的适当指标。
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引用次数: 0
A Brief Writing Intervention Assists Athletes to Cope With Performance Failures. 一个简短的写作干预帮助运动员应对表现失败。
IF 1.3 4区 心理学 Q3 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-10-01 Epub Date: 2025-06-27 DOI: 10.1002/pchj.70026
David L Neumann, Mikayla McInnes

Significant performance failures by athletes can have detrimental psychological effects, potentially leading to maladaptive coping mechanisms, performance anxiety, and psychological distress. The current study investigated if a brief writing intervention could combat the negative impact of recalled performance failures in a sample of competitive athletes. Initially, the athletes recalled an instance of a significant performance failure. Next, an Intervention group completed an expressive writing task based on the principles of cognitive restructuring and reframing, and a Control group completed a neutral writing task. The results indicated that both groups showed improvements in the outcome measures from pre-test to post-test. However, the magnitude of the reduced self-critical rumination behaviors, increased positive affect, and reduced negative affect was greater in the Intervention group than in the Control group. The current study highlights how an expressive writing task can combat negative rumination thoughts and affective reactions. Such brief interventions could be used by athletes during a break in a game or immediately following a game to address performance failures as they happen.

运动员的重大表现失败会产生有害的心理影响,可能导致适应不良的应对机制、表现焦虑和心理困扰。目前的研究调查了一个简短的写作干预是否可以对抗竞技运动员回忆的表现失败的负面影响。起初,运动员们回忆起一个重大的表现失败的例子。接下来,干预组完成基于认知重构和重构原则的表达性写作任务,对照组完成中性写作任务。结果表明,从测试前到测试后,两组的结果测量都有所改善。干预组的自我批评反刍行为减少、积极情绪增加、消极情绪减少的幅度均大于对照组。目前的研究强调了表达性写作任务如何对抗消极的反刍思想和情感反应。这种简短的干预可以被运动员在比赛休息时使用,或者在比赛结束后立即使用,以解决比赛中出现的失误。
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引用次数: 0
The Relationship Between Physical Activity and Subjective Well-Being in College Students Over the Course of a Semester: A Short-Term Longitudinal Study. 大学生学期体育活动与主观幸福感的关系:一项短期纵向研究。
IF 1.3 4区 心理学 Q3 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-10-01 Epub Date: 2025-08-14 DOI: 10.1002/pchj.70049
Zhanjia Zhang, Kaijun Wang, Zhonghui He, Xin Qi

Subjective well-being is an essential construct in positive psychology and is linked with various physical and mental health outcomes in college students. This study examined the associations between different intensities of physical activity (PA) and multiple dimensions of subjective well-being at the beginning and end of a semester. A short-term longitudinal design was employed with a cohort of 743 undergraduate students (mean age = 19.63 years). Data on PA and subjective well-being indicators, including life satisfaction, positive affect, and negative affect, were collected during the third week of the semester and the week before final exams. The results revealed a significant decline in PA and life satisfaction, and a significant increase in negative affect from the beginning to the end of the semester. Vigorous-intensity PA at the semester's end showed a positive relationship with life satisfaction and positive affect, and a negative relationship with negative affect, while PA levels at the beginning of the semester did not predict subjective well-being at the semester's end. This study highlights the importance of vigorous-intensity PA in supporting subjective well-being during periods of academic stress. Universities should implement targeted programs to encourage vigorous-intensity PA to support student well-being.

主观幸福感是积极心理学的一个重要概念,它与大学生的各种身心健康状况密切相关。本研究考察了学期开始和结束时不同强度的体育活动(PA)与主观幸福感的多个维度之间的关系。采用短期纵向设计对743名本科生(平均年龄19.63岁)进行队列研究。在学期的第三周和期末考试前一周收集PA和主观幸福感指标的数据,包括生活满意度,积极影响和消极影响。结果显示,从学期开始到学期结束,学生的个人感受和生活满意度显著下降,负面情绪显著增加。学期末高强度的PA与生活满意度、积极情绪呈正相关,与消极情绪呈负相关,而学期初的PA水平与学期末的主观幸福感不相关。本研究强调了高强度PA在学业压力期间支持主观幸福感的重要性。大学应该实施有针对性的计划,鼓励高强度的体育锻炼,以支持学生的健康。
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引用次数: 0
Cross-Informant Comparison of Depressive Symptoms in Youth: A Network Approach. 青少年抑郁症状的交叉信息比较:一种网络方法
IF 1.3 4区 心理学 Q3 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-10-01 Epub Date: 2025-09-02 DOI: 10.1002/pchj.70050
Feifei Chen, Xinlu Sun, Ting Yuan, Xiangjuan Tian, Xinying Li, Nengzhi Jiang

Developmental researchers generally use a multi-informant approach to assess youth depressive symptoms to increase diagnostic accuracy and reliability, but informant discrepancies between youth and caregivers are common. Previous studies have predominantly used the sum score-level approach to examine informant discrepancies, which may obscure the heterogeneity of depression. This study adopted a symptom-level approach, network analysis, to examine informant discrepancies regarding depressive symptoms. The participant sample comprised 1043 community youth living in China (M age = 13.68, 48.3% male) and their caregivers. Youth and caregivers completed the Children's Depression Inventory-Youth (CDI-Y) and the Children's Depression Inventory-Parents (CDI-P) separately. We employed R 4.3.0 and the Ising model to estimate two distinct networks. We then utilized the R-package Network Comparison Test to compare these two networks. Our findings revealed that irritability emerged as a symptom with high centrality in both networks, while crying demonstrated the most significant disparity in strength centrality, being stronger in the youth-report network. Youth-reported crying showed stronger connections with suicidal ideation (edge weight = 2.78), social withdrawal (edge weight = 1.72) and schoolwork difficulty (edge weight = 1.70), whereas caregivers-reported crying was more strongly associated with self-hatred (edge weight = 1.21). This study contributes to a better understanding of the structure of depressive symptoms from the perspectives of both youth and their caregivers.

发展研究人员通常使用多信息提供者的方法来评估青少年抑郁症状,以提高诊断的准确性和可靠性,但青少年和照顾者之间的信息差异是常见的。以前的研究主要使用总和得分水平的方法来检查信息提供者的差异,这可能会模糊抑郁症的异质性。本研究采用症状水平的方法,网络分析,以检查关于抑郁症状的信息差异。参与者样本包括1043名居住在中国的社区青年(年龄13.68,男性48.3%)及其照顾者。青少年和照顾者分别填写儿童抑郁量表-青少年(CDI-Y)和儿童抑郁量表-父母(CDI-P)。我们使用r4.3.0和Ising模型来估计两个不同的网络。然后,我们使用R-package网络比较测试来比较这两个网络。我们的研究结果显示,易怒在两个网络中都是一种具有高中心性的症状,而哭泣在强度中心性上表现出最显著的差异,在青年报告网络中表现得更强。青少年报告的哭泣与自杀意念(边缘权重= 2.78)、社交退缩(边缘权重= 1.72)和学业困难(边缘权重= 1.70)有更强的联系,而照顾者报告的哭泣与自我憎恨(边缘权重= 1.21)有更强的联系。本研究有助于从青少年及其照顾者的角度更好地理解抑郁症状的结构。
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引用次数: 0
The temporal dynamics of perceived stress and depression in college students: An ecological momentary assessment. 大学生感知到的压力和抑郁的时间动态:生态瞬间评估
IF 1.3 4区 心理学 Q3 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-08-01 Epub Date: 2024-10-04 DOI: 10.1002/pchj.803
Guo Feng, Xiaxia Xu, Jie Wu, Jiawei Lei

Previous studies have implied that stress is a risk factor for depression, but relatively little is known about how healthy individuals' stress dynamically affects depression as a mood in daily life. Therefore, an ecological momentary assessment study was conducted among 141 college students to test the temporal dynamic effect of daily perceived stress on depression and the underlying mediating and moderating role of rumination. Perceived stress, state rumination, and depression were measured using self-compiled questionnaire three times a day over 12 days. Trait rumination was measured with the Nolen-Hoeksema Ruminative Response Scale. Hierarchical linear models with HLM 7.0 were adopted to examine the mediation and moderation effects. In the mediation model, the greater the daily perceived stress at time t, the higher the state rumination at time t + 1, and state rumination at t + 1 positively predicted college students' depression at t + 2. In the moderation model, trait rumination significantly facilitated perceived stress-induced depression. These results verified that daily perceived stress could affect college students' depression directly or indirectly through the critical mediating mechanism of state rumination, and this effect would be exacerbated with a higher level of trait rumination.

以往的研究表明,压力是抑郁症的一个危险因素,但人们对健康人的压力如何在日常生活中动态地影响抑郁症这一情绪却知之甚少。因此,我们在 141 名大学生中开展了一项生态瞬间评估研究,以检验日常感知压力对抑郁的时间动态影响以及反刍的潜在中介和调节作用。在 12 天内,每天三次使用自编问卷对感知压力、状态反刍和抑郁进行测量。特质反刍采用 Nolen-Hoeksema 反刍反应量表进行测量。研究采用 HLM 7.0 层次线性模型来检验中介效应和调节效应。在中介模型中,t 时的每日感知压力越大,t + 1 时的状态反刍越高,t + 1 时的状态反刍正向预测大学生 t + 2 时的抑郁。在调节模型中,特质反刍明显促进了感知压力引起的抑郁。这些结果验证了日常感知压力会通过状态反刍这一关键中介机制直接或间接地影响大学生的抑郁,而这种影响会随着特质反刍水平的提高而加剧。
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引用次数: 0
Reliability and Validity of the Affect Regulation-Based Resilience Scale (ARRS): Complementing Coping and Emotion-Regulation Approaches. 基于情绪调节的弹性量表的信度和效度:对应对和情绪调节方法的补充。
IF 1.3 4区 心理学 Q3 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-08-01 Epub Date: 2025-06-03 DOI: 10.1002/pchj.70018
Xuebing Wu, Jiabao Su, Linlin Yan, Jianhui Wu, Yiqun Gan

The Affect Regulation-based Resilience Scale (ARRS) was developed as an integrative tool to assess adults' psychological resilience. Utilizing a two-phase approach, the process consisted of item generation followed by rigorous psychometric evaluation. Initial interviews informed item selection, which subsequent analyses including confirmatory factor analysis and validity and reliability analysis using two adult samples (n = 424 and n = 425). Criterion-related validity was established by examination relationships between the ARRS, and key constructs: psychological resilience, stress-related growth, emotion regulation, coping, depression, anxiety, stress, and subjective well-being. The scale was developed through theoretical and empirical validation, identifying four dimensions (inner resources and goal orientation, positive stress mindset, self and life evaluation, and sensitivity) and comprising 34 validated items. Results indicated satisfactory item performance and good fit for the four-factor model. The ARRS demonstrated significant positive correlations with psychological resilience, stress-related growth, cognitive reappraisal, and subjective well-being, while showing negative correlation with depression, anxiety, expressive suppression and stressr. By integrating coping and emotion-regulation approaches, the ARRS represents a psychometrically robust measure for assessing adults' psychological resilience.

基于情感调节的心理弹性量表(ARRS)是一种评估成人心理弹性的综合工具。采用两阶段的方法,该过程包括项目生成,然后是严格的心理测量评估。最初的访谈决定了项目的选择,随后的分析包括验证性因素分析和效度和信度分析,使用两个成人样本(n = 424和n = 425)。通过检验ARRS与心理弹性、压力相关成长、情绪调节、应对、抑郁、焦虑、压力和主观幸福感等关键构念之间的关系,建立标准相关效度。该量表通过理论和实证验证,确定了四个维度(内在资源与目标取向、积极压力心态、自我与生活评价、敏感性),共包含34个验证项目。结果表明,四因素模型的项目性能满意,拟合良好。ARRS与心理弹性、压力相关成长、认知重评和主观幸福感呈显著正相关,与抑郁、焦虑、表达抑制和压力呈显著负相关。通过整合应对和情绪调节方法,ARRS代表了一种心理测量学上可靠的评估成人心理弹性的方法。
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引用次数: 0
Depletion Effects Reduce the Preference for Distraction (but Not Reappraisal) During Emotion Regulation. 在情绪调节过程中,耗竭效应降低了对分心的偏好(但不是重新评估)。
IF 1.3 4区 心理学 Q3 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-08-01 Epub Date: 2025-06-04 DOI: 10.1002/pchj.70021
Ruiwen Huang, Mei Le, JiaJin Yuan, Jiemin Yang

Emotion regulation choice (ERC) requires cognitive control resources. However, it remains unknown whether and how individuals' internal resource levels may influence their ERC. To address this question, 51 participants first performed a depletion or non-depletion cognitive task. Then, they were presented with negative pictures of high and low intensity and were required to choose distraction or reappraisal, to regulate their emotion, or watch (no regulation) the negative stimulus. The results indicated that individuals showed a greater usage preference for distraction in high-intensity emotional situations. Besides, individuals' choice of reappraisal was not affected by emotional intensity. More importantly, the depletion effects led to a significant increase in the choice of watch and reduced the choice of distraction (but not reappraisal). These results suggest that cognitive depletion weakens emotion regulation willingness and has different effects on distraction and reappraisal.

情绪调节选择需要认知控制资源。然而,个人的内部资源水平是否以及如何影响他们的ERC仍然是未知的。为了回答这个问题,51名参与者首先执行了消耗或非消耗认知任务。然后,他们被出示高强度和低强度的负面图片,并被要求选择分散注意力或重新评估,调节自己的情绪,或观看(无调节)负面刺激。结果表明,个体在高强度情绪情境中表现出更大的分心使用偏好。此外,个体的重评价选择不受情绪强度的影响。更重要的是,损耗效应导致手表的选择显著增加,分心的选择减少(但没有重新评估)。研究结果表明,认知耗竭会减弱情绪调节意愿,并对注意力分散和重评价有不同的影响。
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引用次数: 0
Authentic Inner Compass and Subjective Well-Being Among Chinese Emerging Adults: A Moderated Mediation Model. 真实内罗盘与中国初出期成人主观幸福感:一个有调节的中介模型。
IF 1.3 4区 心理学 Q3 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-08-01 Epub Date: 2025-04-24 DOI: 10.1002/pchj.70000
Niting Guo, Tianyuan Li

Originating from the self-determination theory, the authentic inner compass (AIC) enlightens people about their authentic values, interests, and life aspirations, functioning as an action-guiding schema. Previous studies have examined AIC among adolescents, but its significance for emerging adults is underexplored, especially in less autonomy-oriented cultures (e.g., Chinese cultures). Informed by the self-determination theory, the present study aimed to investigate the association between AIC and subjective well-being among Chinese emerging adults and examine further the mediating role of resilience and the moderating role of anxious attachment. A total of 155 Chinese emerging adults completed measures on AIC, resilience, anxious attachment, and subjective well-being. The results showed that AIC was positively associated with subjective well-being, and resilience fully mediated the association. Moreover, anxious attachment strengthened the positive link between AIC and resilience. The findings highlight the importance of AIC and resilience in boosting subjective well-being, emphasizing the significance of AIC for anxiously attached individuals. The moderated mediation model enriches the self-determination theory and resilience literature. Future practices aiming to promote the well-being of Chinese emerging adults may focus on fostering AIC and resilience and consider individual differences in attachment styles.

本真内在指南针(AIC)起源于自我决定理论,它是一种行动指导图式,能启发人们认识自己本真的价值观、兴趣和人生愿望。以前的研究已经调查了青少年的AIC,但其对新兴成年人的意义尚未得到充分探讨,特别是在自主性较弱的文化中(如中国文化)。基于自我决定理论,本研究旨在探讨中国初出期成人主观幸福感与AIC的关系,并进一步探讨弹性的中介作用和焦虑依恋的调节作用。155名中国初出期成人完成了AIC、弹性、焦虑依恋和主观幸福感的测试。结果表明,AIC与主观幸福感呈显著正相关,心理弹性在其中起完全中介作用。此外,焦虑依恋强化了AIC与弹性之间的正相关关系。研究结果强调了AIC和弹性在提高主观幸福感方面的重要性,强调了AIC对焦虑依恋个体的重要性。有调节的中介模型丰富了自我决定理论和弹性文献。未来旨在促进中国新兴成人幸福感的实践可能侧重于培养AIC和弹性,并考虑依恋风格的个体差异。
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