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Even Though the Long Distance: Are We Still Going on? Dyadic Trust, Relationship Maintenance Behaviors, and Relationship Quality Among Emerging Adulthoods. 尽管距离遥远:我们还在继续吗?二元信任、关系维持行为与初出期成人的关系质量。
IF 2.1 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-11-14 DOI: 10.1111/sjop.70046
Ali Berke Körün, Seydi Ahmet Satıcı

Long-distance romantic relationships have become an increasingly common type of relationship. Especially among emerging adults, the preference for such relationships is increasing. This situation reveals the importance of analyzing how long-distance relationships are maintained and the quality that individuals perceive from these relationships. The study group of this research consists of emerging adults who have been in a long-distance romantic relationship for at least 6 months. The study examined the relationships between relationship maintenance behaviors, dyadic trust and relationship quality. The findings obtained using a serial mediation model show that relationship maintenance behaviors predict relationship quality both directly and indirectly through dyadic trust. In particular, openness and positivity play important roles in the formation of trust, which in turn increases overall relationship quality. The results emphasize that adaptive communication and relationship maintenance behaviors play a critical role in overcoming the difficulties encountered in long-distance relationships. The findings are discussed within the framework of family systems theory and the impact of stressors on the system and the role of effective relationship maintenance behaviors in maintaining relational balance and functioning are discussed. Finally, implications for practice and future research in the field of relationship counseling are discussed.

异地恋已经成为一种越来越普遍的关系类型。尤其是初出茅庐的成年人,对这种关系的偏好正在增加。这种情况揭示了分析异地关系如何维持以及个人从这些关系中感知到的质量的重要性。本研究的研究小组由处于异地恋爱关系至少6个月的初成人组成。本研究考察了关系维持行为、二元信任与关系质量之间的关系。采用序列中介模型的研究结果表明,关系维持行为通过二元信任直接和间接地预测关系质量。特别是,开放和积极在信任的形成中起着重要作用,信任反过来又提高了整体关系的质量。研究结果强调,适应性沟通和关系维持行为在克服异地关系中遇到的困难中起着关键作用。本文在家庭系统理论的框架内对研究结果进行了讨论,讨论了压力源对系统的影响以及有效的关系维持行为在维持关系平衡和功能中的作用。最后,对关系咨询领域的实践和未来研究的意义进行了讨论。
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引用次数: 0
Math Anxiety and Its Relations to Arithmetic Fluency and Number Processing: Evidence From Finnish, Finnish-Swedish, and Swedish Fourth-Grade Students. 数学焦虑及其与算术流畅性和数字处理的关系:来自芬兰、芬兰-瑞典和瑞典四年级学生的证据。
IF 2.1 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-11-12 DOI: 10.1111/sjop.70041
Pinja Tähti, Jonatan Finell, Anna Tapola, Ellen Sammallahti, Anna Widlund, Bert Jonsson, Riikka Mononen, Johan Korhonen

The negative relationship between math anxiety and mathematics performance is well established. However, factors such as how math anxiety is operationalized, the specific mathematical domain, gender, and cultural context may influence this relationship. Still, these factors have not been considered together and the results in primary school students have been inconsistent. Thus, this study aimed to investigate how math anxiety is related to arithmetic fluency and number processing in fourth-grade students across three cultural contexts (Finnish- and Swedish-speaking students from Finland and Swedish-speaking students from Sweden). In addition, we investigated the dimensionality of math anxiety (i.e., cognitive and affective dimensions) and gender differences in the level of and relations between math anxiety and mathematics performance. The sample included 1022 fourth-grade students (52.6% girls) from Finland and Sweden. The participants completed a survey measuring their math anxiety and a mathematics performance test (arithmetic fluency and number processing). Confirmatory factor analysis supported a two-dimensional math anxiety construct for the Finnish-speaking sample and a unidimensional math anxiety construct for the Swedish-speaking samples. The negative math anxiety-performance relationship was demonstrated in each sample, showing a slightly stronger association for arithmetic fluency than number processing. On average girls experienced higher levels of math anxiety and boys had better arithmetic fluency. The negative relationship between math anxiety and mathematics performance, especially for number processing, was stronger for boys. The results highlight the relationships between math anxiety and mathematics performance in fourth-grade students in Finland and Sweden. More research considering cultural (e.g., language) and gender differences is needed.

数学焦虑与数学成绩呈负相关关系。然而,数学焦虑的运作方式、特定的数学领域、性别和文化背景等因素可能会影响这种关系。然而,这些因素并没有被综合考虑,小学生的结果也不一致。因此,本研究旨在调查三种文化背景下(芬兰语和瑞典语学生和瑞典语学生)四年级学生的数学焦虑与算术流畅性和数字处理的关系。此外,我们还调查了数学焦虑的维度(即认知和情感维度)以及性别差异在数学焦虑水平和数学成绩之间的关系。样本包括来自芬兰和瑞典的1022名四年级学生(52.6%为女生)。参与者完成了一项测量他们数学焦虑的调查和一项数学表现测试(算术流畅性和数字处理)。验证性因子分析支持芬兰语样本的二维数学焦虑结构和瑞典语样本的一维数学焦虑结构。在每个样本中都证明了负数学焦虑与表现的关系,表明算术流畅性比数字处理的关联略强。平均而言,女孩的数学焦虑程度更高,男孩的数学流畅性更好。数学焦虑与数学成绩之间的负相关关系,尤其是在数字处理方面,在男孩身上更为明显。研究结果强调了芬兰和瑞典四年级学生数学焦虑与数学成绩之间的关系。需要更多考虑文化(如语言)和性别差异的研究。
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引用次数: 0
Intentional Recreational Activities of Daily Living and Well-Being in the General Population and in Psychosomatic Patients, Before and After Treatment. 在治疗前后,普通人群和心身病人的日常生活和健康的有意娱乐活动。
IF 2.1 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-11-10 DOI: 10.1111/sjop.70043
Michael Linden, Christopher Arnold, Barbara Lieberei, Matthias Rose, Beate Muschalla

Mental illness can affect activities of daily living, instrumental activities of daily living, and recreational activities of daily living (RADL, e.g., sports, hobbies). RADL can have positive effects on psychological well-being, and can therefore also intentionally be used to improve one's well-being (IRADL, intentional recreational activities of daily living). In a German representative and a convenience sample, 2522 participants and 213 patients were asked about their use of IRADL. The psychosomatic patients were asked pre and post a 5-week stay in a psychosomatic hospital. More than half of the participants in the representative study, 2/3 of the pretreatment, and over 91% of the posttreatment psychosomatic sample indicated at least one recreational activity that they use to deliberately improve psychological well-being. Most people in the general public use recreational activities in a well-being-promoting manner. Psychosomatic patients use this option more frequently. Psychosomatic treatment helps to increase the motivation to use recreational activities.

精神疾病可以影响日常生活活动、日常生活中的工具性活动和日常生活中的娱乐性活动(RADL,如运动、爱好)。RADL可以对心理健康产生积极影响,因此也可以有意地用于改善一个人的幸福感(IRADL,日常生活中的有意娱乐活动)。在德国代表和方便样本中,2522名参与者和213名患者被问及他们使用IRADL的情况。这些心身病人在心身医院住院5周前后被询问。在代表性研究中,超过一半的参与者,三分之二的预处理,以及超过91%的治疗后心身样本表明,他们至少有一种娱乐活动,他们故意用它来改善心理健康。一般公众中的大多数人以促进健康的方式利用娱乐活动。心身病人更常使用这种方法。身心治疗有助于增加娱乐活动的动机。
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引用次数: 0
Unraveling Symptom Heterogeneity and Core Features of Adolescent Social Anxiety: Insights From Latent Profile and Network Analyses. 揭示青少年社交焦虑的症状异质性和核心特征:来自潜在剖面和网络分析的见解。
IF 2.1 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-11-09 DOI: 10.1111/sjop.70042
Meng Yu, Tong Xie, Runting Chen, Junhao Pan, Dingguo Gao

To further investigate the heterogeneity of adolescents' social anxiety, a cross-sectional survey was conducted among 6540 Chinese adolescents aged 11 to 19 years (3294 boys). Latent profile analysis and network analysis were adopted to identify subgroups based on social anxiety symptoms and further reveal core features of each group. Results showed that four subgroups were identified: "Profile 1 (n = 1,768, 26.8%): the low group with diffuse social anxiety"; "Profile 2 (n = 1,202, 18.7%): the moderate group with cognitive disturbance"; "Profile 3 (n = 1995, 30.6%): the moderate group with difficulties in new situations"; and "Profile 4: high group with diffuse social anxiety". Multiple logistic regression analyses showed significant age and gender differences across the four profiles. Network analyses revealed that, with regard to standardized strength indices of SAS-A symptoms, generally, symptoms F4 "worry that others don't like me", and F6 "feel that others make fun of me" emerged as central symptoms across the four networks. Network 4 showed a higher average predictability of all nodes, indicating a greater resistance to intervention. Network comparison tests indicated that there were significant differences regarding network structures in all pairs of networks except for Network 1 versus 2. All pairs of networks differed significantly in network strengths except for Network 2 versus 3, particularly revealing the "essence" and "manifestation" of adolescents' social anxiety. The findings help understand adolescents' social anxiety symptoms and the interactions of symptoms, potentially providing novel perspectives and approaches for the prevention and treatment of adolescents' social anxiety.

为了进一步探讨青少年社交焦虑的异质性,本研究对6540名11 ~ 19岁的中国青少年(其中男生3294名)进行了横断面调查。采用潜伏剖面分析和网络分析对社交焦虑症状进行亚群划分,进一步揭示各组核心特征。结果显示,共分为4个亚组:“剖面1 (n = 1768, 26.8%):弥漫性社交焦虑低组”;“资料2 (n = 1202, 18.7%):中度认知障碍组”;“概况3 (n = 1995, 30.6%):在新情况下有困难的中等群体”;“特征4:弥漫性社交焦虑高人群”。多元逻辑回归分析显示,四个剖面的年龄和性别差异显著。网络分析显示,在SAS-A症状的标准化强度指标中,F4症状“担心别人不喜欢我”和F6“感觉别人取笑我”是四个网络的中心症状。网络4各节点的平均可预测性较高,表明对干预的抵抗力更强。网络对比测试表明,除网络1和网络2外,所有对网络的网络结构都存在显著差异。除网络2和网络3外,所有网络对的网络强度均存在显著差异,尤其揭示了青少年社交焦虑的“本质”和“表现”。研究结果有助于理解青少年社交焦虑症状及其相互作用,为青少年社交焦虑的预防和治疗提供新的视角和方法。
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引用次数: 0
Mediational Roles of Not Just Right Experiences and Disgust Proneness Between Deontological Guilt and Obsessive-Compulsive Symptoms. 不正当经验和厌恶倾向在义务内疚和强迫症状之间的中介作用。
IF 2.1 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-11-09 DOI: 10.1111/sjop.70044
Guyonne Rogier, Vittoria Zaccari, Francesca D'Olimpio, Francesco Mancini

Contributions suggest that deontological guilt, as opposed to altruistic guilt, is involved in obsessive-compulsive (OC) symptoms. However, the variables explaining this link have been insufficiently explored despite studies suggesting the role of not-just-right experiences (NJREs) and disgust sensitivity (DS). This study provides data testing the mediational role of these variables in the pathways linking deontological guilt to OC symptoms. We administered self-report questionnaires to a sample of 189 adults (25 males; Mage = 29.72, SDage = 4.93) measuring OC symptoms, two dimensions of deontological guilt, as well as NJREs and DS. Path analyses were performed to test the hypotheses. We found that both deontological and altruistic dimensions of guilt were linked to OC-related variables. Also, NJREs and DS were differently associated with OC symptoms and mediated specific pathways between deontological guilt and different OC symptoms. Deontological guilt accounts for OC symptoms, supporting the theoretical model. NJREs and DS are associated with OC symptoms and deontological guilt but play different roles according to the type of OC symptoms. Results partially support previous studies and extend the knowledge of the complex interplay between variables underlying OC symptoms in the general population.

有研究表明,义务内疚与利他内疚相反,与强迫症(OC)症状有关。然而,尽管有研究表明不正确体验(NJREs)和厌恶敏感性(DS)的作用,但解释这种联系的变量尚未得到充分探讨。本研究提供数据测试这些变量在义务内疚与OC症状联系的途径中的中介作用。我们对189名成年人(25名男性;Mage = 29.72, SDage = 4.93)进行了自我报告问卷调查,测量了OC症状、义务内疚感的两个维度以及NJREs和DS。进行通径分析以检验假设。我们发现内疚的义务论和利他主义维度都与强迫症相关变量有关。此外,NJREs和DS与OC症状有不同的相关性,并介导义务内疚与不同OC症状之间的特定途径。义务论内疚解释了OC症状,支持了理论模型。NJREs和DS与OC症状和义务内疚感相关,但根据OC症状的类型发挥不同的作用。结果部分支持先前的研究,并扩展了对普通人群中潜在OC症状的变量之间复杂相互作用的认识。
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引用次数: 0
Regional Personality Variation in Sweden: Trait Clusters, Links to Health and Well-Being, and Historical Context. 瑞典的区域人格变异:特征集群,与健康和幸福的联系,以及历史背景。
IF 2.1 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-11-07 DOI: 10.1111/sjop.70038
Martin Obschonka, Markus Grillitsch, Nicklas Guldåker, Daniel Rauhut, Peter Jason Rentfrow, Jeff Potter, Samuel D Gosling

Personality traits (e.g., the Big Five) shape human behavior, decision-making, and life outcomes. Evidence from various countries suggests that these traits are not randomly distributed but follow systematic regional patterns, fueling interest in their geographical variation. We analyze N = 22,225 geo-coded personality assessments, aggregated at regional levels. Using Hot Spot analysis (Getis-Ord Gi), we identify spatial clusters of personality traits and test their associations with health and well-being indicators at the regional level. Even though Sweden has a reputation for equality, our analysis reveals notable spatial differences in personality composition. The data reveal overlapping geographical clustering in Extraversion, Conscientiousness, and Emotional Stability (i.e., low Neuroticism), traits that are established predictors of better psychological functioning. These traits co-occur at relatively higher levels in southern Sweden, particularly in the Scania region, whereas they co-occur at relatively lower levels in parts of central Sweden. These patterns are descriptively supported by municipal-level correlations with health and well-being variables, although the associations are not uniform across all measures. In view of these results, we reflect on how these clusters may connect to long-standing regional histories, including industrial legacies. Such interpretations remain speculative, and we outline a future research agenda to further investigate the causes and consequences of regional personality variation, as well as its possible societal implications.

人格特征(如五大人格)塑造了人类的行为、决策和生活结果。来自不同国家的证据表明,这些特征不是随机分布的,而是遵循系统的区域模式,这激发了人们对其地理变化的兴趣。我们分析了N = 22225个地理编码的人格评估,在地区层面上汇总。利用热点分析(Getis-Ord Gi),我们确定了人格特质的空间集群,并在区域层面上测试了它们与健康和福祉指标的关联。尽管瑞典以平等著称,但我们的分析揭示了人格构成的显著空间差异。数据显示,外向性、责任心和情绪稳定性(即低神经质)的地理聚类重叠,这些特征已被确定为更好的心理功能的预测因素。在瑞典南部,特别是在斯堪尼亚地区,这些特征在相对较高的水平上同时出现,而在瑞典中部的部分地区,这些特征在相对较低的水平上同时出现。这些模式在描述性上得到了市级与健康和福祉变量的相关性的支持,尽管在所有测量中这种关联并不统一。鉴于这些结果,我们反思这些集群如何与长期的区域历史联系起来,包括工业遗产。这样的解释仍然是推测性的,我们概述了未来的研究议程,以进一步调查区域人格差异的原因和后果,以及它可能的社会影响。
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引用次数: 0
A Taxonomy for Quantification of Norwegian Probability Phrases. 挪威概率短语的量化分类。
IF 2.1 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-11-04 DOI: 10.1111/sjop.70040
Bjørn Sætrevik, Sebastian B Bjørkheim

To communicate effectively about risk and uncertainty we need to understand how phrases that describe the probability of an event are understood. Phrases may refer to higher or lower probabilities; they may communicate a precise or a rough estimate, and there may be more or less agreement on the interpretation of the phrase. Previous research has provided taxonomies for how phrases refer to different ranges of quantified probabilities. Our online survey (N = 537) showed that 22 Norwegian probability phrases were interpreted to refer to roughly the same probabilities as their English counterparts. In accordance with preregistered hypotheses, the phrases that were expected to express higher probabilities were assigned higher point estimates of interpretation (H1). The phrases that were expected to be less precise were assigned wider ranges of possible interpretation (H2). In addition to presenting the phrases alone, our study also presented the phrases as part of positive or negative clinical framing. This manipulation led to medium-sized effects that phrases were assigned lower probabilities both when they were used in positive (H3a) and in negative frames (H3b). The current study suggests a taxonomy for how the probability of an event is expressed in Norwegian. This may be relevant for high-stakes settings where it is important to communicate effectively and accurately about risk.

为了有效地沟通风险和不确定性,我们需要了解如何理解描述事件概率的短语。短语可以指更高或更低的概率;他们可能传达一个精确或粗略的估计,并且可能对短语的解释或多或少达成一致。先前的研究已经为短语如何指代量化概率的不同范围提供了分类。我们的在线调查(N = 537)显示,22个挪威语概率短语被解释为与英语短语大致相同的概率。根据预先注册的假设,预期表达更高概率的短语被分配更高的解释点估计(H1)。那些被认为不太精确的短语被赋予了更大的可能解释范围(H2)。除了单独呈现短语外,我们的研究还将短语作为积极或消极临床框架的一部分呈现。这种操作导致了中等效果,即短语在积极(H3a)和消极框架(H3b)中使用时都被分配了较低的概率。目前的研究提出了一种用挪威语表达事件概率的分类法。这可能与高风险环境有关,其中有效和准确地沟通风险是很重要的。
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引用次数: 0
Burnout in Esports: An Item Response Theory Examination of the Athlete Burnout Scale. 电子竞技职业倦怠:运动员职业倦怠量表的项目反应理论检验。
IF 2.1 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-10-30 DOI: 10.1111/sjop.70033
Dylan R Poulus, Sandrine Isoard-Gautheur, Daniel Zarate, Jack Sargeant, Benjamin T Sharpe, Vasileios Stavropoulos

Athlete burnout is increasingly reported as impacting esports players' wellbeing and performance. This study examined the psychometric properties of the Athlete Burnout Scale (ABO-S) in esports. The ABO-S assesses three burnout dimensions: physical exhaustion, reduced sense of accomplishment, and negative feelings toward sport. The study focused on item discrimination and difficulty parameters to establish optimal raw cut-off scores indicating levels of burnout risk. Participants were 453 adult esports players proficient in English, ranked in the top 40% of one of seven major esports. The sample included 372 males, 74 females, and seven nonbinary participants from 66 countries. Item Response Theory was used to assess the ABO-S's psychometric properties. The GRM provided a superior fit, with all but one item showing sufficient discrimination and difficulty levels. Items reflecting weariness, lacking energy, and physical exhaustion demonstrated high levels of information and reliability across a range of burnout levels. A provisional diagnostic cut-off score of ≥ 63 (+2 SD) was established, identifying 2% of participants at high burnout risk. Additional raw score thresholds of ≥ 47 (+0.5 SD) and 52 (+1 SD) were also identified. The ABO-S is a robust instrument for assessing burnout in esports players, with specific items effectively identifying varying levels of burnout. The establishment of cut-off scores aids in identifying players at high risk of burnout, contributing to better support and intervention strategies in the esports community. These findings further the understanding of burnout in esports, highlighting the scale's utility in monitoring and addressing player wellbeing.

越来越多的报道称,运动员的职业倦怠会影响电子竞技选手的健康和表现。本研究考察了电子竞技运动员职业倦怠量表(ABO-S)的心理测量特征。ABO-S评估倦怠的三个维度:身体疲惫、成就感降低和对运动的负面情绪。本研究主要通过项目区分和难度参数来建立最佳的原始分值来表示倦怠风险水平。参与者是453名精通英语的成年电子竞技选手,在七大电子竞技项目中排名前40%。样本包括来自66个国家的372名男性、74名女性和7名非二元参与者。采用项目反应理论评估ABO-S的心理测量特性。GRM提供了更好的匹配,除了一个项目外,所有项目都显示出足够的辨别能力和难度水平。反映疲倦、缺乏能量和身体疲惫的项目在一系列倦怠水平中显示出高水平的信息和可靠性。建立了≥63 (+2 SD)的临时诊断截止评分,确定2%的参与者有高倦怠风险。另外还确定了≥47 (+0.5 SD)和52 (+1 SD)的原始评分阈值。ABO-S是一种评估电子竞技选手职业倦怠的强大工具,通过特定的项目有效地识别不同程度的职业倦怠。分界点的建立有助于识别高倦怠风险的选手,有助于为电子竞技社区提供更好的支持和干预策略。这些发现进一步加深了对电子竞技中职业倦怠的理解,强调了该量表在监测和解决玩家健康问题方面的效用。
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引用次数: 0
Big Five Personality Factors Differentially Related to Positive and Negative Affect Intensity of Autobiographical Memories. 大五人格因素与自传式记忆正面和负面影响强度的差异相关。
IF 2.1 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-10-30 DOI: 10.1111/sjop.70039
Sophie Hoehne

Although the relationship between personality and aspects of emotional experience have been investigated from a variety of different perspectives, little research has been conducted on personality traits and the affect intensity of autobiographical memories (AMs). To fill this gap, the present study examined the association of the Big Five personality traits with the positive and negative affect intensity of positive and negative AMs using multilevel multiple regression. Participants (N = 1275; 18-53 years) completed the short form of the Big Five Inventory (BFI-K) and reported AMs of three positive and three negative events. Next, participants rated the negative and positive affect intensity of each event separately on a 7-point Likert scale. Neuroticism was associated with less positive and more negative affect intensity of both positive and negative AMs. Extraversion showed the opposite pattern with respect to positive AMs, and agreeableness with respect to negative AMs and the negative affect intensity of positive AMs. Openness was associated with a higher positive affect intensity of positive AMs and conscientiousness with a higher positive affect intensity of negative AMs. Results are discussed in relation to previous empirical evidence and theoretical considerations of the associations. The present study extends previous research by demonstrating that all Big Five traits relate to the affect intensity of individuals' AMs.

虽然人格与情绪体验的关系已经从不同的角度进行了研究,但关于人格特质与自传体记忆的影响强度的研究却很少。为了填补这一空白,本研究利用多水平多元回归分析了大五人格特质与积极和消极情绪影响强度的关系。参与者(N = 1275, 18-53岁)完成了大五量表(BFI-K)的简短形式,并报告了三种积极和三种消极事件的AMs。接下来,参与者用7分李克特量表分别对每个事件的消极和积极影响强度进行评分。神经质与阳性和阴性情绪的积极情绪强度和消极情绪强度相关。外向性显示了相反的模式对积极的AMs,和宜人性对负面AMs和积极的AMs的负面影响强度。开放性与正性自我行为具有较高的积极影响强度,严谨性与负性自我行为具有较高的积极影响强度。结果讨论了关系到以前的经验证据和理论考虑的协会。本研究扩展了先前的研究,证明了所有的五大特征都与个体的心理行为的影响强度有关。
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引用次数: 0
Who Fears Generative Artificial Intelligence? Scale Development and Predictors of Fears Towards GenAI. 谁害怕生成式人工智能?对基因的恐惧的规模发展和预测。
IF 2.1 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-10-30 DOI: 10.1111/sjop.70037
Guido Corradi, Cecilia Theirs, Maria Luisa Martínez-Martí, Carme Isern-Mas, Sergio Villar

This study developed and validated the Fears Towards Generative Artificial Intelligence scale, a novel instrument assessing individuals' concerns about emerging generative AI technologies, which are increasingly integrated into daily life. Drawing on qualitative data from three focus groups and subsequent quantitative validation with 303 participants, we initially derived 37 items that captured diverse fears, including concerns about job displacement, social inequalities, and loss of human autonomy commonly associated with generative AI systems. Exploratory factor analyses supported a unidimensional structure of the scale, demonstrating strong reliability and content validity. Regression models revealed that negative attitudes towards AI and perceived threats to employment were key predictors of heightened fear, while greater usage and familiarity were linked to reduced fear. We also present a short 4-item version of the scale generated by a genetic algorithm and tested with 101 new participants, which presents good psychometric properties. The FTGAI scale addresses a critical measurement gap and offers a comprehensive tool for researchers and policymakers seeking to understand and mitigate fears towards generative AI's growing societal impact.

本研究开发并验证了对生成式人工智能的恐惧量表,这是一种评估个人对新兴生成式人工智能技术的担忧的新工具,这些技术越来越多地融入日常生活。根据三个焦点小组的定性数据,以及随后对303名参与者的定量验证,我们最初得出了37个项目,这些项目捕捉了各种各样的恐惧,包括对工作流离失所、社会不平等和人类自主性丧失的担忧,这些担忧通常与生成式人工智能系统相关。探索性因子分析支持量表的单向度结构,显示出较强的信度和内容效度。回归模型显示,对人工智能的负面态度和对就业的感知威胁是恐惧加剧的关键预测因素,而更多的使用和熟悉程度与恐惧减少有关。我们还提出了一个由遗传算法生成的简短的4项版本的量表,并对101名新参与者进行了测试,它显示了良好的心理测量特性。FTGAI量表解决了一个关键的测量差距,为研究人员和政策制定者提供了一个全面的工具,帮助他们理解和减轻对生成式人工智能日益增长的社会影响的恐惧。
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