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Using large language models to facilitate academic work in the psychological sciences. 使用大型语言模型促进心理科学的学术工作。
IF 2.5 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-01-01 Epub Date: 2025-01-28 DOI: 10.1007/s12144-025-07438-2
Aamir Sohail, Lei Zhang

Large Language Models (LLMs) have significantly shaped working practices across a variety of fields including academia. Demonstrating a remarkable versatility, these models can generate responses to prompts with information in the form of text, documents, and images, show ability to summarize documents, perform literature searches, and even more, understand human behavior. However, despite providing many clear benefits, barriers remain toward their integration into academic work. Ethical and practical concerns regarding their suitability for various tasks further complicate their appropriate use. Here, we summarize recent advances assessing the capacity of LLMs for different components of academic research and teaching, focusing on three key areas in the psychological sciences: education and assessment, academic writing, and simulating human behavior. We discuss how LLMs can be used to aid each area, describe current challenges and good practices, and propose future directions. In doing so, we aim to increase the awareness and proper use of LLMs in various components of academic work, which will only feature more heavily over time.

大型语言模型(llm)已经在包括学术界在内的各个领域显著地塑造了工作实践。这些模型展示了显著的多功能性,可以生成对文本、文档和图像形式的信息提示的响应,显示总结文档、执行文献搜索的能力,甚至可以理解人类行为。然而,尽管提供了许多明显的好处,但在将它们整合到学术工作中仍然存在障碍。关于它们是否适合各种任务的伦理和实际问题进一步使它们的适当使用复杂化。在这里,我们总结了评估法学硕士在学术研究和教学的不同组成部分的能力的最新进展,重点关注心理科学的三个关键领域:教育和评估、学术写作和模拟人类行为。我们将讨论如何使用法学硕士来帮助每个领域,描述当前的挑战和良好实践,并提出未来的方向。在这样做的过程中,我们的目标是提高法学硕士在学术工作的各个组成部分的认识和正确使用,这只会随着时间的推移而更加重要。
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引用次数: 0
Validating the satisfaction with life scale among early adolescents: psychometric assessment using item response theory. 青少年早期生活满意度量表的验证:基于项目反应理论的心理测量学评估。
IF 2.5 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-01-01 Epub Date: 2025-03-01 DOI: 10.1007/s12144-025-07518-3
Scott I Donaldson, Trista A Beard, Daniel Soto, Ryan Lee, Adam M Leventhal, Jennifer B Unger

The Satisfaction with Life Scale (SWLS) has been extensively validated using Classical Test Theory, mostly relying on factor analytic methods among adult samples. The current study used Item Response Theory to validate SWLS among a sample of early adolescents in California and examine associations between SWLS and tobacco and cannabis use. Data were collected from ninth-grade students (N = 2552) attending 10 public high schools in Los Angeles, California in 2013. Nonparametric and parametric item response modeling were used to validate the SWLS. Binary logistic regression was used to examine the associations between SWLS and tobacco and cannabis use. Item discrimination indices were above 1.80, indicating all items functioned appropriately in terms of measuring the construct and separating participants of different levels of life satisfaction. The test information curve indicated that the SWLS was best for discriminating between respondents with low to average life satisfaction. Participants who reported high scores on the SWLS, compared with those who reported low scores, were significantly less likely to report lifetime e-cigarette, cigarette, and cannabis use. The SWLS possessed excellent psychometric properties among a sample of early adolescents in California. Findings may be useful for scholars and practitioners to screen for subjective well-being in early adolescence, and target interventions focused on improving adolescent health & well-being, which may help prevent substance use initiation or sustained use.

生活满意度量表(SWLS)在成人样本中采用经典测试理论进行了广泛的验证,主要依赖于因子分析方法。目前的研究使用项目反应理论在加利福尼亚的早期青少年样本中验证了SWLS,并检查了SWLS与烟草和大麻使用之间的关系。数据收集自2013年加州洛杉矶10所公立高中的九年级学生(N = 2552)。采用非参数和参数项目反应模型对SWLS进行验证。使用二元逻辑回归来检查SWLS与烟草和大麻使用之间的关系。项目区分指数均在1.80以上,表明所有项目在衡量结构和区分不同生活满意度水平的参与者方面功能良好。测试信息曲线表明,SWLS对生活满意度低至平均水平的被调查者的区分效果最好。在SWLS上报告得分高的参与者,与报告得分低的参与者相比,报告终身使用电子烟、香烟和大麻的可能性要低得多。在加州早期青少年样本中,SWLS具有良好的心理测量特性。研究结果可能有助于学者和从业人员筛选青少年早期的主观幸福感,并有针对性地干预以改善青少年的健康和福祉,这可能有助于防止物质使用的开始或持续使用。
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引用次数: 0
A healthy start: examining the contribution of caregiving quality to child physical health from birth to 14 years. 一个健康的开端:审查从出生到14岁的照料质量对儿童身体健康的贡献。
IF 2.6 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-01-01 Epub Date: 2025-09-06 DOI: 10.1007/s12144-025-08350-5
Stefania V Vacaru, Henrik Eckermann, Georgia Graat, Carolina de Weerth

The attachment theory emphasizes the role of caregiver sensitivity in shaping children's behavioral development. However, it remains unclear whether variations in early caregiving quality in low-risk populations influence children's physical health across development. This study investigates whether maternal sensitivity and infant-mother attachment security are associated with children's physical health from 0 to 14 years. We employed Bayesian generalized linear mixed models to analyze data from a low-risk Dutch sample from birth to age 14 (N = 193). Maternal sensitivity was assessed five times from 5 weeks to 14 years, while attachment security was assessed at 12 months using the Strange Situation Procedure. Child health complaints were recorded monthly in the first year and with intervals of 1-2 years until 14 years (N = 150) and categorized according to the International Classification of Primary Care: respiratory, skin, general, digestive symptoms. Higher maternal sensitivity scores in the first year of life and throughout 14 years were related to fewer total health complaints, particularly respiratory. Securely attached children showed fewer symptoms when early maternal sensitivity was higher. Insecurely attached children showed fewer health complaints, irrespective of sensitivity throughout childhood. Our findings indicate that maternal sensitivity and attachment may influence physical health. Future research should explore underlying psychobiological mechanisms.

Supplementary information: The online version contains supplementary material available at 10.1007/s12144-025-08350-5.

依恋理论强调照顾者敏感性在塑造儿童行为发展中的作用。然而,目前尚不清楚低风险人群早期照料质量的差异是否会影响儿童在整个发育过程中的身体健康。本研究旨在探讨母亲敏感性和母婴依恋安全是否与0 ~ 14岁儿童的身体健康相关。我们采用贝叶斯广义线性混合模型来分析从出生到14岁的低风险荷兰样本(N = 193)的数据。从5周到14岁,对母亲的敏感性进行了5次评估,而在12个月时使用奇怪情况程序评估依恋安全性。儿童健康投诉在第一年每月记录一次,每隔1-2年记录一次,直到14岁(N = 150),并根据国际初级保健分类进行分类:呼吸、皮肤、一般、消化症状。在生命第一年和整个14年里,较高的母亲敏感性得分与较少的总健康投诉有关,特别是呼吸系统。当母亲早期敏感性较高时,安全依恋儿童表现出较少的症状。不安全依恋的儿童表现出较少的健康抱怨,与整个童年的敏感性无关。我们的研究结果表明,母亲的敏感和依恋可能会影响身体健康。未来的研究应探索潜在的心理生物学机制。补充信息:在线版本包含补充资料,可在10.1007/s12144-025-0835 -5获得。
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引用次数: 0
An investigation into the interplay of substance use and prosocial tendencies on college students' psychological adjustment. 物质使用与亲社会倾向对大学生心理调适的影响研究。
IF 2.6 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-11-01 Epub Date: 2024-09-30 DOI: 10.1007/s12144-024-06713-y
Julia M Cover, Casie H Morgan, Carolyn McNamara Barry, Beth A Kotchick, Rachel L Grover

College students tend to engage in a variety of prosocial behaviors as well as substance use. Simultaneously, they are self-focused and capable of increased self-regulation. In the current study, we investigated the intersection of these behaviors on college students' self-development. Specifically, we hypothesized that substance use would relate curvilinearly to self-regulation and self-esteem, prosocial tendencies would relate positively to self-regulation and self-esteem, and prosocial tendencies would moderate the relations between substance use and the two self-variables. A total of 572 undergraduate students (72.2% women; M age=19.37 years, SD = 1.29) completed online surveys. As expected, a curvilinear relation between substance use and self-esteem was detected. In addition, results suggest that substance use negatively predicted self-regulation, whereas prosocial tendencies toward strangers and family positively predicted self-regulation. Prosocial tendencies as a moderator between substance use and the two self variables yielded mixed results. Therefore, the relation between substance use, prosocial tendencies, self-esteem, and self-regulation among college students remains nuanced and complex.

大学生倾向于从事各种亲社会行为和物质使用。同时,他们以自我为中心,能够增强自我调节能力。在本研究中,我们调查了这些行为对大学生自我发展的影响。具体而言,我们假设物质使用与自我调节和自尊呈曲线相关,亲社会倾向与自我调节和自尊呈正相关,亲社会倾向会调节物质使用与两个自我变量之间的关系。共有572名大学生完成了在线调查,其中72.2%为女性,M年龄=19.37岁,SD = 1.29。正如预期的那样,物质使用与自尊之间存在曲线关系。此外,物质使用对自我调节有负向影响,而对陌生人和家庭的亲社会倾向对自我调节有正向影响。亲社会倾向在物质使用和两个自我变量之间起调节作用,结果好坏参半。因此,大学生物质使用、亲社会倾向、自尊和自我调节之间的关系是微妙而复杂的。
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引用次数: 0
Response times in Ecological Momentary Assessment (EMA): shedding light on the response process with a drift diffusion model. 生态瞬时评价(EMA)中的响应时间:用漂移扩散模型揭示响应过程。
IF 2.6 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-02-01 Epub Date: 2023-05-27 DOI: 10.1007/s12144-023-04773-0
Stefan Schneider, Raymond Hernandez, Doerte U Junghaenel, Bart Orriens, Pey-Jiuan Lee, Arthur A Stone

Mental processes underlying people's responses to Ecological Momentary Assessments (EMA) have rarely been studied. In cognitive psychology, one of the most popular and successful mental process models is the drift diffusion model. It decomposes response time (RT) data to distinguish how fast information is accessed and processed ("drift rate"), and how much information is accessed and processed ("boundary separation"). We examined whether the drift diffusion model could be successfully applied to people's RTs for EMA questions and could shed light on between- and within-person variation in the mental process components underlying momentary reports. We analyzed EMA data (up to 6 momentary surveys/day for one week) from 954 participants in the Understanding America Study (29,067 completed measurement occasions). An item-response-theory diffusion model was applied to RTs associated with 5 momentary negative affect ratings. As hypothesized, both diffusion model parameters showed moderate stability across EMA measurement occasions. Drift rate and boundary separation together explained a majority of the variance in the observed RTs and demonstrated correspondence across different sets of EMA items, both within and between individuals. The parameters related in theoretically expected ways to within-person changes in activities (momentary work and recreation) and person-level characteristics (neuroticism and depression). Drift rate increased and boundary separation decreased over the study, suggesting that practice effects in EMA consist of multiple distinctive cognitive processes. The results support the reliability and validity of the diffusion model parameters derived from EMA and provide initial evidence that the model may enhance understanding of process underlying EMA affect ratings.

人们对生态瞬间评估(EMA)的反应背后的心理过程很少被研究。在认知心理学中,最流行和最成功的心理过程模型之一是漂移扩散模型。它分解响应时间(RT)数据,以区分访问和处理信息的速度(“漂移率”),以及访问和处理信息的数量(“边界分离”)。我们研究了漂移扩散模型是否可以成功地应用于人们对EMA问题的RTs,并可以阐明瞬间报告背后的心理过程成分的人与人之间和人与人之间的差异。我们分析了了解美国研究中954名参与者(29,067次完成的测量)的EMA数据(每天多达6次瞬时调查,持续一周)。采用项目反应理论扩散模型对5个瞬间负性情绪等级的RTs进行分析。正如假设的那样,两个扩散模型参数在EMA测量场合都表现出适度的稳定性。漂移率和边界分离共同解释了观察到的RTs的大部分差异,并证明了个体内部和个体之间不同组EMA项目之间的对应关系。这些参数以理论上预期的方式与活动(短暂的工作和娱乐)和个人层面特征(神经质和抑郁)的个人变化相关。漂移率增加,边界分离减少,表明EMA的练习效应由多个不同的认知过程组成。结果支持了由EMA导出的扩散模型参数的可靠性和有效性,并提供了初步证据,表明该模型可以增强对EMA影响评级背后过程的理解。
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引用次数: 0
What drives Chinese college students' career interests? The impact of gender, major and job characteristics 是什么驱动了中国大学生的职业兴趣?性别、专业和工作特征的影响
IF 2.8 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-01-06 DOI: 10.1007/s12144-023-05561-6
Yingying Yang, Weijia Li, Joan M. Barth
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引用次数: 0
Parental marital Relationship and depressive symptoms in adolescent boys and girls: The role of self-compassion and school connectedness 父母婚姻关系与青春期男孩和女孩的抑郁症状:自我同情和学校联系的作用
IF 2.8 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-01-06 DOI: 10.1007/s12144-023-05558-1
Ling Pan, Yujia Peng, Yizhen Ren, Weiwei Jiang, Yue Zhao, Xinli Chi, Sha Xie
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引用次数: 0
Investigation report on the emotion and behavior of employees in the process of optimizing the prevention and control measures for novel coronavirus infection 关于优化新型冠状病毒感染防控措施过程中员工情绪和行为的调查报告
IF 2.8 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-01-06 DOI: 10.1007/s12144-023-05572-3
Haidan Liu, Yang Yang, Teng Wang, Rui Yan, Mingyang Zou, Xuehong Li, Bo Wang
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引用次数: 0
Predicting marital adjustment of wives through emotional intelligence, health literacy, and perceived stress of diabetic husbands: mediating role of sexual satisfaction 通过糖尿病丈夫的情商、健康素养和感知压力预测妻子的婚姻适应情况:性满意度的中介作用
IF 2.8 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-01-05 DOI: 10.1007/s12144-023-05600-2
Roya Raeisi Birkan, Saeed Bakhtiarpour
{"title":"Predicting marital adjustment of wives through emotional intelligence, health literacy, and perceived stress of diabetic husbands: mediating role of sexual satisfaction","authors":"Roya Raeisi Birkan, Saeed Bakhtiarpour","doi":"10.1007/s12144-023-05600-2","DOIUrl":"https://doi.org/10.1007/s12144-023-05600-2","url":null,"abstract":"","PeriodicalId":48075,"journal":{"name":"Current Psychology","volume":"1 3","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139383720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
The effect of information adoption via social media on sustainable consumption intentions: The moderating influence of gender 通过社交媒体获取信息对可持续消费意愿的影响:性别的调节作用
IF 2.8 3区 心理学 Q2 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-01-05 DOI: 10.1007/s12144-023-05526-9
Aws Horrich, Myriam Ertz, Insaf Bekir
{"title":"The effect of information adoption via social media on sustainable consumption intentions: The moderating influence of gender","authors":"Aws Horrich, Myriam Ertz, Insaf Bekir","doi":"10.1007/s12144-023-05526-9","DOIUrl":"https://doi.org/10.1007/s12144-023-05526-9","url":null,"abstract":"","PeriodicalId":48075,"journal":{"name":"Current Psychology","volume":"112 12","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139383443","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
期刊
Current Psychology
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