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The Role of Emotional Intelligence and Frustration Intolerance in the Academic Performance of University Students: A Structural Equation Model. 情绪智力和挫折容忍对大学生学业成绩的影响:一个结构方程模型。
IF 3.4 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-08-10 DOI: 10.3390/jintelligence13080101
Ana María Ruiz-Ortega, María Pilar Berrios-Martos

This study examines how emotional intelligence and frustration intolerance influence academic performance in university students, drawing on the Job Demands-Resources model-which frames academic success as a balance between psychological demands (such as frustration intolerance) and personal resources (like emotional intelligence)-and Self-Determination Theory, which explains how motivation and self-regulation contribute to adaptation and persistence in challenging contexts. A sample of 630 undergraduates across various disciplines completed validated measures of emotional intelligence, frustration intolerance, academic burnout, academic engagement, and grade point average. Structural equation modeling analyzed relationships among these variables. The results showed that emotional intelligence positively predicted academic performance both directly and indirectly by increasing engagement and reducing burnout. Conversely, frustration intolerance negatively affected academic performance through increased burnout and decreased engagement. The model explained 24 percent of the variance in academic performance. These findings indicate that academic achievement depends on managing the balance between psychological demands and personal resources. Frustration intolerance acts as a psychological demand increasing vulnerability to exhaustion and disengagement, while emotional intelligence serves as a personal resource supporting self-regulation, motivation, and persistence. This highlights the importance of fostering emotional skills and frustration tolerance in higher education to help students cope better with academic challenges and improve performance.

本研究利用工作需求-资源模型(将学业成功构建为心理需求(如挫折不容忍)和个人资源(如情商)之间的平衡)和自我决定理论(解释动机和自我调节如何有助于在具有挑战性的环境中适应和坚持),考察了情商和挫折不容忍如何影响大学生的学业表现。630名来自不同学科的本科生完成了情商、挫折容忍度、学业倦怠、学业投入和平均绩点的有效测量。结构方程模型分析了这些变量之间的关系。结果表明,情绪智力通过增加投入和减少倦怠,直接和间接地积极预测学习成绩。相反,挫折不容忍通过增加倦怠和降低投入对学习成绩产生负面影响。该模型解释了24%的学业成绩差异。这些发现表明,学业成就取决于管理心理需求和个人资源之间的平衡。沮丧、不容忍是一种心理需求,增加了对疲惫和脱离的脆弱性,而情商是一种支持自我调节、动力和坚持的个人资源。这凸显了在高等教育中培养情感技能和挫折容忍能力的重要性,以帮助学生更好地应对学术挑战并提高表现。
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引用次数: 0
WAIS-IV Cognitive Profiles in Italian University Students with Dyslexia. 意大利大学生阅读障碍的认知特征。
IF 3.4 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-08-07 DOI: 10.3390/jintelligence13080100
Marika Iaia, Francesca Vizzi, Maria Diletta Carlino, Chiara Valeria Marinelli, Paola Angelelli, Marco Turi

This study investigated the cognitive profiles of Italian university students with dyslexia using the WAIS-IV, comparing them to peers without specific learning disorders. Seventy-one participants took part: 36 with a diagnosis of dyslexia and 35 matched controls. While dyslexic adults showed lower Full Scale IQ (FSIQ) scores compared to controls, their scores remained within the average range. They showed deficits in Working Memory Index (WMI) and Processing Speed Index (PSI) but performed similarly to controls in Verbal Comprehension Index (VCI) and Perceptual Reasoning Index (PRI). Significant group differences also emerged in Arithmetic Reasoning, Symbol Search, and Coding subtests. Logistic regression identified WMI and PSI as the most reliable predictors of dyslexia, showing a good predictive value in discriminating between adults with and without dyslexia. Additionally, dyslexic adults displayed lower Cognitive Proficiency Index (CPI) scores relative to their General Ability Index (GAI), and lower FSIQ scores compared to controls. Overall, dyslexic adults exhibit a distinctive cognitive profile with strengths and weaknesses. This pattern can aid in dyslexia diagnosis, particularly in individuals who have compensated through extensive reading experience in a highly regular orthography.

本研究使用WAIS-IV调查了意大利大学生阅读障碍的认知概况,并将他们与没有特殊学习障碍的同龄人进行了比较。71名参与者参与其中:36名被诊断患有阅读障碍,35名被诊断患有阅读障碍。虽然与对照组相比,有阅读障碍的成年人表现出较低的全面智商(FSIQ)得分,但他们的得分仍在平均范围内。他们在工作记忆指数(WMI)和处理速度指数(PSI)上表现出缺陷,但在言语理解指数(VCI)和知觉推理指数(PRI)上的表现与对照组相似。在算术推理、符号搜索和编码子测试中也出现了显著的组间差异。Logistic回归发现WMI和PSI是阅读障碍最可靠的预测因子,在区分成人阅读障碍和非阅读障碍方面具有良好的预测价值。此外,与一般能力指数(GAI)相比,有阅读障碍的成年人表现出较低的认知能力指数(CPI)得分,与对照组相比,FSIQ得分也较低。总的来说,有阅读障碍的成年人表现出独特的认知特征,有优势也有劣势。这种模式有助于阅读障碍的诊断,特别是对于那些通过广泛的阅读经验来弥补高度规则的正字法的人。
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引用次数: 0
Beyond the Prompt: Investigating Retrieval-Based Monitoring in Self-Regulated Learning. 超越提示:自我调节学习中基于检索的监测研究。
IF 3.4 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-08-06 DOI: 10.3390/jintelligence13080099
Mengjiao Wu, Christopher A Was

Metacognitive monitoring plays a crucial role in self-regulated learning, as accurate monitoring enables effective control, which in turn impacts learning outcomes. Most studies on metacognitive monitoring have focused on learners' monitoring abilities when they are explicitly prompted to monitor. However, in real-world educational settings, learners are more often prompted to control their learning, such as deciding whether to allocate additional time to a learning target. The primary goal of this study was to investigate whether retrieval is engaged when learners are explicitly prompted to control their learning processes by making study decisions. To address this, three experiments were conducted. In Experiment 1, participants (N = 39) studied 70 Swahili-English word pairs in a learning task. Each trial displayed a word pair for 8 s, followed by a distractor task (a two-digit mental addition) and a study decision intervention (choose "Study Again" or "Next"). After learning, participants provided a global judgment of learning (JOL), estimating their overall recall accuracy. Finally, they completed a cued recall test (Swahili cue). Responses were scored for accuracy and analyzed alongside study decisions, study decision reaction time (RT), and metacognitive judgments. Reaction times (RTs) for study decisions correlated positively with test accuracy, global judgments of learning (JOLs), and judgments of confidence (JOCs), suggesting retrieval likely underlies these decisions. Experiment 2 (N = 74, between-subjects) compared memory performance and intervention response time between single-study, restudy, retrieval (explicit recall prompt), and study decision (study decision prompt) groups to have better control over study time and cognitive processes. Although no significant group differences in test accuracy emerged, the retrieval group took longer to respond than the study decision group. Within-subject analyses revealed similar recall accuracy patterns: participants recalled successfully retrieved or "no restudy" items better than failed-retrieval or "restudy" items, implying shared cognitive processes underlying retrieval and study decision interventions. Experiment 3 (N = 74, within-subject, three learning conditions: single-study, retrieval, and study decision) replicated these findings, with no condition effects on test accuracy but longer RT for retrieval than study decisions. The similar recall accuracy patterns between retrieval and study decision interventions further supported shared cognitive processes underlying both tasks. Self-reports across experiments confirmed retrieval engagement in both retrieval and study decision interventions. Collectively, the results suggest that retrieval likely supports study decisions but may occur less frequently or less deeply than under explicit monitoring prompts. Additionally, this study explored objective, online measures to detect retrieval-based metacognitive monitoring.

元认知监测在自我调节学习中起着至关重要的作用,因为准确的监测可以实现有效的控制,从而影响学习结果。元认知监测的研究大多集中在学习者被明确提示监测时的监测能力。然而,在现实世界的教育环境中,学习者更经常被提示控制他们的学习,例如决定是否为学习目标分配额外的时间。本研究的主要目的是调查当学习者被明确提示通过做出学习决策来控制他们的学习过程时,检索是否被参与。为了解决这个问题,我们进行了三个实验。在实验1中,参与者(N = 39)在学习任务中学习了70对斯瓦希里语-英语单词。每次试验都显示一个单词对,持续8秒,然后是分心任务(两位数的脑力加法)和研究决策干预(选择“再次学习”或“下一步”)。学习后,参与者提供了一个学习的全局判断(JOL),估计他们的整体记忆准确性。最后,他们完成了一个线索回忆测试(斯瓦希里语线索)。对回答的准确性进行评分,并与研究决策、研究决策反应时间(RT)和元认知判断一起分析。研究决策的反应时间(RTs)与测试准确性、整体学习判断(JOLs)和信心判断(JOCs)呈正相关,表明检索可能是这些决策的基础。实验2 (N = 74,受试者间)比较了单次学习、再学习、检索(外显回忆提示)和学习决策(学习决策提示)组的记忆表现和干预反应时间,以更好地控制学习时间和认知过程。虽然在测试准确性方面没有显著的组间差异,但检索组的反应时间比研究决策组要长。受试者内部分析揭示了相似的回忆准确性模式:参与者回忆成功检索或“没有重新学习”的项目比检索失败或“重新学习”的项目更好,这意味着在检索和学习决策干预下共享认知过程。实验3 (N = 74,受试者内,三种学习条件:单一研究、检索和研究决策)重复了这些发现,条件对测试准确性没有影响,但检索的RT比研究决策的RT更长。检索和学习决策干预之间相似的回忆准确性模式进一步支持了这两个任务背后的共同认知过程。跨实验的自我报告证实了检索参与在检索和学习决策干预中的作用。总的来说,结果表明,检索可能支持研究决策,但可能比在明确的监测提示下发生的频率或深度要低。此外,本研究还探索了客观的在线测量方法来检测基于检索的元认知监测。
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引用次数: 0
Information Technology-Based Intervention on the Socio-Emotional Competence of Individuals with Autism Spectrum Disorders: A Systematic Review and Meta-Analysis. 信息技术对自闭症谱系障碍个体社会情绪能力的干预:系统回顾与meta分析。
IF 3.4 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-08-04 DOI: 10.3390/jintelligence13080098
Yunshan Liu, Sirao Li, Yaping Huang, Dan Li

Individuals with autism spectrum disorder (ASD) have deficits in social-emotional competence. Most people with ASD have difficulties in emotion recognition, emotion understanding, emotion expression, and emotion regulation, which seriously affects their normal social communication and interaction. The information technology (IT) era has given more possibilities for intervention training for people with ASD, and research has proven that technological interventions have a significant effect on the socio-emotional competence of people with ASD. This study employed a meta-analytic approach using 32 independent effect sizes from 25 studies to investigate the effects of IT interventions on socio-emotional competence in individuals with ASD, using emotion recognition, understanding, expression, and regulation as dependent variables and examining key moderating factors. The results found that information technology has an excellent effect on social-emotional competence in ASD (Hedges' g = 0.897, CI = 0.676, 1.117, z = 7.967, p < 0.001) and is significantly moderated by the intervention technique (Q = 7.392, p = 0.025) and the intervener (Q = 4.933, p = 0.026). The findings provide insights into further deepening information technology intervention research as well as practical applications.

患有自闭症谱系障碍(ASD)的个体在社交情感能力方面存在缺陷。大多数ASD患者在情绪识别、情绪理解、情绪表达、情绪调节等方面存在困难,严重影响其正常的社会交往和互动。信息技术(IT)时代为ASD患者的干预培训提供了更多的可能性,研究证明,技术干预对ASD患者的社会情感能力有显著的影响。本研究采用元分析方法,利用来自25项研究的32个独立效应量,以情绪识别、理解、表达和调节为因变量,研究信息技术干预对ASD个体社会情绪能力的影响,并检查了关键的调节因素。结果发现,信息技术对自闭症儿童社交情绪能力有显著的影响(Hedges’g = 0.897, CI = 0.676, 1.117, z = 7.967, p < 0.001),并受干预技术(Q = 7.392, p = 0.025)和干预者(Q = 4.933, p = 0.026)的显著调节。研究结果为进一步深化信息技术干预研究和实际应用提供了启示。
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引用次数: 0
Introduction to Special Issue "Neurocognitive Processes: Measurement, Connections to Academic Achievement and Clinical Applications". 特刊“神经认知过程:测量,与学术成就和临床应用的联系”导论。
IF 3.4 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-08-04 DOI: 10.3390/jintelligence13080097
George K Georgiou

Several studies have shown that intelligence is a significant correlate of academic achievement [...].

几项研究表明,智力与学业成绩有显著的相关性[…]。
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引用次数: 0
A Multilevel Analysis of Associations Between Children's Coloured Progressive Matrices Performances and Self-Rated Personality: Class-Average and Class-Homogeneity Differences in Nonverbal Intelligence Matter. 儿童彩色递进矩阵测验与自评人格关系的多水平分析:非语言智力问题的班级平均和班级同质性差异。
IF 3.4 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-07-30 DOI: 10.3390/jintelligence13080095
Lisa Di Blas, Giacomo De Osti

The relationship between self-rated personality and nonverbal intelligence has been studied in young students, but these studies have generally not considered nested data, despite their allowing us to analyse between-classroom variability. The present cross-sectional study involved third- to sixth-grade students (n = 447) who were nested into their classrooms (n = 32). The participants completed the Raven's Coloured Progressive Matrices (CPM) as a measure of nonverbal intelligence and a personality questionnaire based on the Five Factor Model. At the class level, the study data included class size, class-average CPM scores, and class-homogeneity in CPM performances. Multilevel modelling with class-mean centring of personality predictors was applied to examine class-average differences in CPM scores and interaction effects between personality and class-homogeneity on CPM scores. The results showed significant differences in average CPM performances across classrooms, significant fixed and random slope effects linking nonverbal intelligence and Imagination, and a cross-level effect revealing that Imagination is a stronger predictor of CPM scores when class-homogeneity in intelligence is lower. Beyond confirming the intelligence-Imagination association generally observed in the literature, the present findings emphasise the importance of using nested structures when collecting personality and intelligence data in classrooms. More attention needs to be paid to how the classroom environment affects children's self-reported personality and intelligence test performances.

自评人格和非语言智力之间的关系已经在年轻学生中进行了研究,但这些研究通常没有考虑嵌套数据,尽管它们允许我们分析教室之间的差异。目前的横断面研究涉及三年级到六年级的学生(n = 447),他们被安置在教室里(n = 32)。参与者完成了测量非语言智力的瑞文彩色递进矩阵(CPM)和基于五因素模型的人格问卷。在班级水平上,研究数据包括班级规模、班级平均CPM分数和CPM表现的班级同质性。采用以类平均为中心的人格预测因子的多水平模型来检验CPM得分的类平均差异以及人格和类同质性对CPM得分的交互效应。结果显示,不同班级学生的CPM平均表现存在显著差异,非语言智力和想象力之间存在显著的固定和随机斜率效应,跨水平效应表明,当智力的班级同质性较低时,想象力是CPM得分的更强预测因子。除了证实文献中普遍观察到的智力与想象力之间的联系之外,目前的研究结果强调了在课堂上收集个性和智力数据时使用嵌套结构的重要性。课堂环境如何影响儿童自我报告的人格和智力测试成绩,需要更多的关注。
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引用次数: 0
The Role of Emotional Understanding in Academic Achievement: Exploring Developmental Paths in Secondary School. 情绪理解在学业成就中的作用:探索中学学生的发展路径。
IF 3.4 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-07-30 DOI: 10.3390/jintelligence13080096
Luísa Faria, Ana Costa, Vladimir Taksic

The role of emotional intelligence (EI) in the academic context has been steadily established, together with its impact on students' academic achievement, well-being, and professional success. Therefore, this study examined the development of a key EI ability-emotional understanding-throughout secondary school and explored its impact on students' academic achievement (maternal language and mathematics) at the end of this cycle, using the Vocabulary of Emotions Test. A total of 222 students were followed over the entire 3-year secondary cycle, using a three-wave longitudinal design spanning from 10th to 12th grade. At the first wave, participants were aged between 14 and 18 years (M = 15.4; SD = 0.63), with 58.6% being female. Overall, the results of Latent Growth Curve modeling indicated that students' emotional understanding increased over the secondary school cycle. While student's gender predicted the emotional understanding change patterns throughout secondary school, student's GPA in 10th grade did not. Moreover, the initial levels of ability-based emotional understanding predicted students' achievement in maternal language at the end of the cycle. Our findings offer valuable insights into how EI skills can contribute to academic endeavors in late adolescence and will explore their impact on educational settings.

情商(EI)在学术环境中的作用已经稳步确立,它对学生的学术成就、幸福感和职业成功都有影响。因此,本研究通过情绪词汇测试考察了一项关键的情商能力——情感理解——在整个中学阶段的发展,并探讨了其对学生学业成绩(母语和数学)的影响。共有222名学生在整个3年的中学周期中被跟踪,使用三波纵向设计,从10年级到12年级。第一波受试者的年龄在14 - 18岁之间(M = 15.4; SD = 0.63),其中58.6%为女性。总体而言,潜在增长曲线模型的结果表明,学生的情绪理解在中学阶段有所增加。学生的性别对整个中学阶段的情绪理解变化模式有预测作用,而学生的十年级GPA对整个中学阶段的情绪理解变化模式没有预测作用。此外,基于能力的情感理解的初始水平预测了学生在周期结束时的母语成绩。我们的研究结果提供了有价值的见解,说明情商技能如何有助于青春期后期的学业努力,并将探索它们对教育环境的影响。
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引用次数: 0
The Role of Need for Cognition and Its Interaction with Fluid Intelligence in the Prediction of School Grades in Primary School Children. 认知需要在小学生学业成绩预测中的作用及其与流体智力的相互作用
IF 3.4 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-07-28 DOI: 10.3390/jintelligence13080094
Anke Hufer-Thamm, Sebastian Bergold, Ricarda Steinmayr

Fluid intelligence and need for cognition are relevant predictors of school grades and might also interact in the prediction of grades. We examined the independent predictive values of fluid intelligence and need for cognition as well as their interaction for math and German grades and changes therein in a sample of 565 German primary school children (298 girls, 261 boys, 6 with no gender specified; Mage = 8.40, SD = 0.59). Parental education was considered a control variable. Cross-sectional analyses showed that both intelligence and need for cognition were uniquely related to grades. However, in the latent change score analyses, fluid intelligence, but not need for cognition, was related to change in math grades, but not in German grades, and only when parental education was not considered as a control variable. We found no interaction effects between fluid intelligence and need for cognition. The findings imply that the need for cognition might not play a comparably relevant role for school grades in primary school as it has been shown in previous studies focusing on secondary or tertiary education.

流体智力和认知需求是学校成绩的相关预测因素,也可能在成绩预测中相互作用。我们以565名德国小学生(298名女生,261名男生,6名无性别;Mage = 8.40, SD = 0.59)为样本,研究了流体智力和认知需求的独立预测值,以及它们对数学和德语成绩的相互作用及其变化。父母教育被认为是一个控制变量。横断面分析表明,智力和认知需求都与成绩有独特的关系。然而,在潜在变化分数分析中,流体智力(而非认知需求)与数学成绩的变化有关,而与德语成绩无关,并且只有在不考虑父母教育作为控制变量时才如此。我们发现流体智力和认知需求之间没有相互作用。研究结果表明,认知需求对小学学习成绩的影响可能并不像之前针对中学或大学教育的研究所显示的那样相关。
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引用次数: 0
Critical Thinking and Epistemic Sophistication in Science Education. 科学教育中的批判性思维与认知复杂性。
IF 3.4 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-07-25 DOI: 10.3390/jintelligence13080093
Oscar Eugenio Tamayo Alzate

One of the central purposes of education at different educational levels is to contribute to the formation of critical thinking in students. There are many theoretical perspectives from which critical thinking is conceptualized, such as those centers on the development of students' capacities and those based on competences, skills, dispositions and criteria, among others. We consider that in the school context the critical thinking perspective that should come first is the domain-specific one; consequently, we present a conceptual model for the formation of critical thinking in the context of science teaching and learning in the classroom constituted by the integration of four dimensions: languages and argumentation, metacognition, emotions, and problem solving and decision making. Our focus of reflection is epistemic cognition with the processes of epistemic sophistication, metacognitive sophistication, and metaemotional sophistication, determinants of critical thinking in relation to each of the dimensions and the relationships between them. We conclude with the proposal of a conceptual model for the development of critical thinking based on students' epistemic cognition.

不同教育层次的教育的中心目的之一是促进学生批判性思维的形成。批判性思维的概念有很多理论视角,比如以学生能力发展为中心的,以及以能力、技能、性格和标准为基础的,等等。我们认为,在学校背景下,批判性思维的视角应该首先是特定领域的视角;因此,我们提出了一个批判性思维在课堂科学教学背景下形成的概念模型,该模型由四个维度的整合构成:语言和论证、元认知、情感、解决问题和决策。我们反思的重点是认识论认知与认识论复杂性、元认知复杂性和元情感复杂性的过程,批判性思维的决定因素与每个维度及其之间的关系。最后,我们提出了一个基于学生认识论认知的批判性思维发展的概念模型。
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引用次数: 0
The Impact of Cognitive Ability and Self-Control on Middle School Students' Comprehensive Academic Performance-The Moderating Role of Learning Plan. 认知能力和自我控制对中学生综合学业成绩的影响——学习计划的调节作用。
IF 3.4 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-07-24 DOI: 10.3390/jintelligence13080092
Yueqi Shi, Junyao Yang

In the educational context, understanding factors affecting secondary school students' academic performance is crucial. This study aimed to explore impacts of cognitive ability, self-control, and study plans and their interactions. Using data from 1477 students aged 15-18, the moderated mediation model was applied. Results verified a positive link between cognitive ability and performance, found self-control as a mediator, and revealed study plans' moderating effect. In conclusion, these elements play key roles, providing a theoretical basis for educators to optimize strategies and promote students' overall development.

在教育背景下,了解影响中学生学业成绩的因素是至关重要的。本研究旨在探讨认知能力、自我控制与学习计划的影响及其相互作用。采用1477名15 ~ 18岁大学生的数据,采用有调节的中介模型。研究结果证实了认知能力与表现之间的正相关,发现自我控制是中介,并揭示了学习计划的调节作用。综上所述,这些要素发挥着关键作用,为教育者优化策略、促进学生全面发展提供了理论依据。
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引用次数: 0
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Journal of Intelligence
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