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Low validity of lower ability test scores can mimic the Dunning-Kruger effect 低效度的能力测试分数可以模拟邓宁-克鲁格效应
IF 2.8 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-06 DOI: 10.1016/j.intell.2025.101985
Kimmo Sorjonen , Marika Melin , Emil Lager , Gustav Nilsonne , Bo Melin
The Dunning-Kruger effect describes a phenomenon where individuals with low ability allegedly tend to overestimate their ability more than individuals with higher ability. According to a contemporary operationalization of the Dunning-Kruger effect, individuals with low measured ability are predicted to have higher self-rated ability in a LOESS (locally estimated scatterplot smoothing) model compared with a linear regression model. In simulations we show that a Dunning-Kruger effect can appear due to an impact of disturbance on measured ability, even when self-rated ability is a perfect measure of true ability. A higher self-rated than measured ability may be due to measured ability underestimating true ability rather than due to self-rated ability being an overestimation. Hence, Dunning-Kruger effects do not prove that individuals with low measured ability overestimate their true ability.
邓宁-克鲁格效应描述了一种现象,即能力低的人比能力高的人更倾向于高估自己的能力。根据Dunning-Kruger效应的当代运作,与线性回归模型相比,黄土(局部估计散点图平滑)模型预测低测量能力的个体具有更高的自评能力。在模拟中,我们证明了邓宁-克鲁格效应是由于干扰对测量能力的影响而出现的,即使自评能力是对真实能力的完美衡量。自评能力高于测量能力可能是由于测量能力低估了真实能力,而不是由于自评能力被高估。因此,邓宁-克鲁格效应并不能证明被测能力低的个体高估了自己的真实能力。
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引用次数: 0
Varieties of divergent thinking: A network analysis of Guilford, Merriefield and Cox (1961) 发散思维的多样性:吉尔福德、梅里菲尔德和考克斯(1961)的网络分析
IF 2.8 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-12-01 DOI: 10.1016/j.intell.2025.101975
Baptiste Barbot , Lea Marie Naczenski , Matthijs Baas , Claire E. Stevenson
Grounded in the historical development of Guilford's Structure of Intellect model (SOI), this study examines the structure of divergent thinking (DT) and its relationship with other cognitive abilities using psychometric network analysis. It reanalyzes data from an unpublished report by Guilford, Merriefield and Cox (1961), encompassing 27 DT tasks (i.e., different operationalizations of DT which varied according to their content and product dimensions) and six cognitive ability tasks administered to 661 adolescents: verbal comprehension, verbal reasoning, word meaning, paragraph meaning, numerical ability, and processing speed. Results showed that (a) the association in performance between different DT tasks varies greatly, albeit, small to moderate in size; (b) DT tasks were more strongly interrelated when they belonged to the same SOI facet or shared the same content domain (rather than product dimension), (c) a similar pattern emerged in the relationships between DT and other cognitive abilities, with stronger links observed when tasks shared the same content domain, and despite (d) no clear clusters of closely related tasks identified in the network; Finally (e), among all 27 DT operationalizations, the Alternate Uses Task (AUT) — a prevalent DT task used in creativity and intelligence research —emerged as the most central task. Together, this study provides a “fresh” look to the enduring issue of the dimensionality of DT, the importance of content alignment in interpreting associations across DT and other cognitive ability measures, and in turn, the usefulness of the SOI model of intelligence.
本研究以吉尔福德智力结构模型(SOI)的历史发展为基础,运用心理测量网络分析方法探讨了发散思维的结构及其与其他认知能力的关系。它重新分析了Guilford, Merriefield和Cox(1961)未发表的报告中的数据,包括27个DT任务(即根据其内容和产品维度而变化的DT的不同操作方式)和对661名青少年实施的六项认知能力任务:口头理解,口头推理,单词含义,段落含义,数字能力和处理速度。结果表明:(a)不同的DT任务之间的绩效关联差异很大,尽管在大小上是小到中等的;(b)当DT任务属于相同的SOI方面或共享相同的内容域(而不是产品维度)时,它们之间的相关性更强;(c) DT任务与其他认知能力之间的关系出现了类似的模式,当任务共享相同的内容域时,观察到更强的联系,尽管(d)在网络中没有明确的密切相关任务集群;最后(e),在所有27种DT操作中,替代用途任务(AUT)——一种在创造力和智力研究中普遍使用的DT任务——成为最核心的任务。总之,本研究提供了一个“新鲜”的视角,以解决持续存在的DT维度问题,内容对齐在解释跨DT和其他认知能力测量的关联中的重要性,以及反过来,SOI智力模型的有用性。
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引用次数: 0
Cognitive profile of individuals with borderline intellectual functioning: A systematic review 边缘智力功能个体的认知概况:系统回顾
IF 2.8 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-11-25 DOI: 10.1016/j.intell.2025.101974
Cristina Orío-Aparicio, Carmen López-Escribano, Cristina Bel-Fenellós
Borderline intellectual functioning (BIF) is defined as a neurodevelopmental condition characterised by an intelligence quotient between 71 and 85, along with difficulties in adaptive functioning. Although individuals with this condition experience various challenges and require support in different areas of life, research on this topic remains limited. Therefore, this article presents a systematic review aimed at describing the cognitive profile of individuals with BIF. The review included studies addressing the intellectual functioning of the BIF population published between 2012 and 2024. The literature search was conducted in the ProQuest, WoS, SCOPUS, and EBSCOhost databases. Finally, a total of 33 articles were included, and their quality was assessed using the SSAHS tool. The results were organised into three categories: general cognitive abilities, executive functions, language cognition, and neurophysiology. The analysis indicates that individuals with BIF exhibit a cognitive profile characterised by deficits in various domains, including executive functions (such as working memory, cognitive flexibility, processing speed, and planning), general cognitive abilities (such as memory, attention, abstract thinking, problem-solving, arithmetic, and concentration), and language-related cognitive skills, both oral and written. Additionally, neuroimaging techniques suggest that BIF is also associated with structural and functional alterations in the brain. The implications and limitations of the study are discussed, as well as the need for future research with larger samples and more comprehensive assessments. Additionally, the necessity of promoting policies and services that include this population is emphasised.
边缘性智力功能(BIF)被定义为一种神经发育状况,其特征是智商在71到85之间,并伴有适应功能困难。尽管患有这种疾病的人在生活的不同领域经历各种挑战并需要支持,但对这一主题的研究仍然有限。因此,本文提出了一项系统的综述,旨在描述BIF患者的认知概况。该综述包括了2012年至2024年间发表的关于BIF人群智力功能的研究。在ProQuest、WoS、SCOPUS和EBSCOhost数据库中进行文献检索。最后,共纳入33篇文献,使用SSAHS工具对其质量进行评估。测试结果分为三类:一般认知能力、执行功能、语言认知和神经生理学。分析表明,患有BIF的个体表现出不同领域的认知缺陷,包括执行功能(如工作记忆、认知灵活性、处理速度和计划)、一般认知能力(如记忆、注意力、抽象思维、解决问题、算术和注意力)以及与语言相关的口头和书面认知技能。此外,神经影像学技术提示BIF也与大脑结构和功能改变有关。讨论了本研究的意义和局限性,以及未来研究更大样本和更全面评估的必要性。此外,还强调了促进包括这一人口在内的政策和服务的必要性。
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引用次数: 0
Factor structure of the Japanese WAIS-IV: Evidence for the CHC theory using Bayesian analysis 日本WAIS-IV的因子结构:基于贝叶斯分析的CHC理论证据
IF 2.8 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-11-25 DOI: 10.1016/j.intell.2025.101973
Kazuo Shigemasu , Masanori Kono , Naru Shimazu , Katsuo Yamanaka , Osamu Matsuda , Kazuhiko Ueno
This study investigated the factor structure of the Japanese Wechsler Adult Intelligence Scale-Fourth Edition (WAIS-IV) using exploratory and Bayesian factor analysis. We compared six competing models: traditional four-factor models (basic, hierarchical, bi-factor) and Cattell-Horn-Carroll (CHC) theory-based five-factor models (basic, hierarchical, bi-factor). The analysis used standardization data from 1120 Japanese adults aged 16–90 years. Model-based reliability assessment was conducted to evaluate practical utility of derived scores. Prior distributions for factor loadings were specified through hyperparameter matrices based on theoretical expectations. Sensitivity analysis demonstrated robust results across different prior specifications. Model comparisons used the Widely Applicable Information Criterion (WAIC) and Leave-One-Out Cross-Validation (LOO-CV). Results showed that while exploratory factor analysis supported the traditional four-factor structure, Bayesian analysis revealed superior fit of the CHC theory-based hierarchical model (WAIC = 1138.43). The hierarchical g-factor model demonstrated better fit than the bi-factor model, contrasting with previous findings in Western samples, suggesting potential cultural differences in cognitive ability manifestation. However, model-based reliability indices revealed important limitations: while general factor scores showed excellent reliability (ωt ≥ 0.92), most group factors demonstrated poor reliability (ωHS < 0.50), limiting clinical utility for individual assessment. These findings suggest that while CHC theory provides a statistically superior framework, Full Scale IQ should remain the primary interpretive focus, with index scores providing supplementary ancillary. Arithmetic showed complex loading patterns requiring careful interpretation. These findings contribute to understanding universal and culture-specific aspects of cognitive ability measurement, emphasizing general intelligence primacy in the Japanese population.
本研究采用探索性因子分析和贝叶斯因子分析对日本韦氏成人智力量表(WAIS-IV)的因子结构进行了研究。我们比较了六种相互竞争的模型:传统的四因素模型(基本、层次、双因素)和基于Cattell-Horn-Carroll (CHC)理论的五因素模型(基本、层次、双因素)。该分析使用了1120名年龄在16-90岁之间的日本成年人的标准化数据。进行了基于模型的可靠性评估,以评估所得分数的实际效用。因子负荷的先验分布通过基于理论期望的超参数矩阵来指定。敏感性分析显示了不同先前规格的稳健结果。模型比较采用广泛适用信息标准(WAIC)和留一交叉验证(LOO-CV)。结果表明,探索性因子分析支持传统的四因素结构,而贝叶斯分析显示基于CHC理论的层次模型拟合更优(WAIC = 1138.43)。分层g因子模型比双因子模型拟合更好,与西方样本的研究结果形成对比,提示认知能力表现存在潜在的文化差异。然而,基于模型的信度指标显示出重要的局限性:虽然一般因素得分具有优异的信度(ωt≥0.92),但大多数群体因素表现出较差的信度(ωHS < 0.50),限制了个体评估的临床实用性。这些发现表明,虽然CHC理论提供了一个统计上更优越的框架,但完整量表智商仍应是主要的解释焦点,指标得分提供辅助。算术显示了复杂的加载模式,需要仔细解释。这些发现有助于理解认知能力测量的普遍和特定文化方面,强调一般智力在日本人口中的首要地位。
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引用次数: 0
Can wisdom guide intelligence and creativity toward prosocial ends? Evidence from humanistic, domain-aligned assessments 智慧能引导智力和创造力走向亲社会的目标吗?来自人文主义、领域一致评估的证据
IF 2.8 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-11-19 DOI: 10.1016/j.intell.2025.101971
Jingmin Zhang , Yuling Wang , Liuqing Tian
Wisdom is theorized to regulate the ethical use of cognitive strengths, but empirical evidence for its moderating role remains limited and inconsistent. This research investigates whether wisdom guides the application of intelligence and creativity toward prosocial ends, using domain-consistent, humanistic assessments across two studies (N = 933). Study 1 employed performance-based measures to examine how state-level wisdom influences the prosocial deployment of social intelligence and real-life creativity in morally complex scenarios. Study 2 used self-report measures to explore trait-level associations among integrative wisdom, social intelligence, creativity, and social mindfulness. Across both studies, wisdom consistently moderated the link between creativity and prosociality: higher wisdom predicted either stronger positive associations (Study 2) or buffered against ethically problematic use (Study 1). In contrast, no consistent evidence was found that wisdom similarly guided the use of intelligence. These findings suggest that wisdom functions as a selective moral regulator, more effectively shaping the ethical expression of open-ended, generative capacities such as creativity than of structured, instrumental capacities such as intelligence. The results underscore the importance of aligning constructs within shared evaluative domains and provide preliminary empirical support for wisdom as a meta-capacity that channels value-sensitive strengths toward socially constructive ends.
从理论上讲,智慧是为了规范认知优势的道德使用,但其调节作用的经验证据仍然有限且不一致。本研究通过对两项研究(N = 933)进行领域一致的人文评估,调查了智慧是否会引导智力和创造力向亲社会目标的应用。研究1采用基于绩效的措施来检验在道德复杂的情境下,国家层面的智慧如何影响社会智力和现实生活中的创造力的亲社会部署。研究2采用自我报告方法探讨综合智慧、社会智力、创造力和社会正念之间的特质水平关联。在这两项研究中,智慧一直在调节创造力和亲社会之间的联系:更高的智慧要么预示着更强的积极联系(研究2),要么预示着对有道德问题的使用的缓冲(研究1)。相比之下,没有一致的证据表明智慧同样指导着智力的使用。这些发现表明,智慧作为一种选择性的道德调节器,比结构化的、工具性的能力(如智力)更有效地塑造开放式的、创造性的能力(如创造力)的伦理表达。研究结果强调了在共享评估领域内调整结构的重要性,并为智慧作为一种元能力提供了初步的实证支持,这种能力将价值敏感的优势引导到社会建设性的目的。
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引用次数: 0
Analysis of the intelligence quotient and its contribution to reactive violence: A systematic review and meta-analysis 智商分析及其对反应性暴力的贡献:系统回顾和荟萃分析
IF 2.8 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-11-11 DOI: 10.1016/j.intell.2025.101969
Ángel Romero-Martínez, Carolina Sarrate-Costa, Luis Moya-Albiol

Introduction

It has been highlighted how low intellectual abilities, measured in terms of the intelligence quotient (IQ), play a facilitator role in antisocial behaviors. Despite this, less attention has been paid to the role of IQ in the perpetration of violence against others.

Aim

We conducted a systematic review and meta-analysis that analyzed whether there are differences in IQ between violent and non-violent individuals (or controls), as well as examining the association between IQ and different forms of violence against others.

Methods

The systematic review followed the PRISMA framework using PubMed, Scopus and Web of Knowledge complemented with the snowball technique. Additionally, a meta-analysis was conducted using random effects, including mean comparisons and correlational outcomes.

Results

The initial identification of 5.118 studies and after removing 2.372 duplicates led the inclusion of 131 papers. It appears that violent individuals (n = 1.860), particularly those characterized by reactive violence, present a lower IQ (full [(standardized mean difference or SMD): -1.86, 95 % CI [−2.51, −1.21] compared to controls (n = 3.888), particularly when violent individuals suffered mental or personality disorder (effect sizes ranging from moderate to large). Regarding the association between variables, the three measurements of IQ were negative (correlation coefficient for full IQ r = −0.10, 95 % CIs [−0.17, −0.04] in 33.118 participants) and significantly associated with reactive forms of violence, these conclusions being heterogeneous. These results reinforce the need to delve deeper into screening assessments of perpetrators of violence against others to adequately adjust the therapeutic modules to the needs of the violent population.
以智商(IQ)衡量的低智力是如何在反社会行为中起促进作用的,这一点已经得到强调。尽管如此,智商在对他人实施暴力中的作用却很少受到关注。AimWe进行了一项系统回顾和荟萃分析,分析了暴力个体和非暴力个体(或对照组)之间是否存在智商差异,以及智商与不同形式的暴力行为之间的联系。方法系统评价采用PRISMA框架,采用PubMed、Scopus和Web of Knowledge,辅以滚雪球技术。此外,使用随机效应进行了荟萃分析,包括平均值比较和相关结果。结果初步鉴定5.118篇文献,剔除重复文献2.372篇,最终纳入131篇。暴力个体(n = 1.860),特别是那些以反应性暴力为特征的个体,与对照组(n = 3.888)相比,表现出较低的智商(全[(标准化平均差或SMD): -1.86, 95% CI[- 2.51, - 1.21]),特别是当暴力个体患有精神或人格障碍时(效应量从中等到较大)。关于变量之间的关联,智商的三个测量值呈负相关(全智商相关系数r = - 0.10, 95% ci[- 0.17, - 0.04],在33.118名参与者中),并且与反应性暴力形式显著相关,这些结论具有异质性。这些结果强调有必要更深入地研究对他人施暴者的筛查评估,以充分调整治疗模式以适应暴力人群的需求。
{"title":"Analysis of the intelligence quotient and its contribution to reactive violence: A systematic review and meta-analysis","authors":"Ángel Romero-Martínez,&nbsp;Carolina Sarrate-Costa,&nbsp;Luis Moya-Albiol","doi":"10.1016/j.intell.2025.101969","DOIUrl":"10.1016/j.intell.2025.101969","url":null,"abstract":"<div><h3>Introduction</h3><div>It has been highlighted how low intellectual abilities, measured in terms of the intelligence quotient (IQ), play a facilitator role in antisocial behaviors. Despite this, less attention has been paid to the role of IQ in the perpetration of violence against others.</div></div><div><h3>Aim</h3><div>We conducted a systematic review and meta-analysis that analyzed whether there are differences in IQ between violent and non-violent individuals (or controls), as well as examining the association between IQ and different forms of violence against others.</div></div><div><h3>Methods</h3><div>The systematic review followed the PRISMA framework using PubMed, Scopus and Web of Knowledge complemented with the snowball technique. Additionally, a meta-analysis was conducted using random effects, including mean comparisons and correlational outcomes.</div></div><div><h3>Results</h3><div>The initial identification of 5.118 studies and after removing 2.372 duplicates led the inclusion of 131 papers. It appears that violent individuals (<em>n</em> = 1.860), particularly those characterized by reactive violence, present a lower IQ (full [(standardized mean difference or SMD): -1.86, 95 % CI [−2.51, −1.21] compared to controls (<em>n</em> = 3.888), particularly when violent individuals suffered mental or personality disorder (effect sizes ranging from moderate to large). Regarding the association between variables, the three measurements of IQ were negative (correlation coefficient for full IQ <em>r</em> = −0.10, 95 % CIs [−0.17, −0.04] in 33.118 participants) and significantly associated with reactive forms of violence, these conclusions being heterogeneous. These results reinforce the need to delve deeper into screening assessments of perpetrators of violence against others to adequately adjust the therapeutic modules to the needs of the violent population.</div></div>","PeriodicalId":13862,"journal":{"name":"Intelligence","volume":"114 ","pages":"Article 101969"},"PeriodicalIF":2.8,"publicationDate":"2025-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145486034","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
How socioeconomic status affects a child's education – Investigating objective and subjective factors involved in shaping educational success in Germany 社会经济地位如何影响孩子的教育——调查影响德国教育成功的客观和主观因素
IF 2.8 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-11-01 DOI: 10.1016/j.intell.2025.101970
Lena Paulus , Frank M. Spinath , Elisabeth Hahn
Differences in educational trajectories between social backgrounds can only be partially explained by differences in cognitive abilities and are therefore considered educational inequalities. In this study, multiple constructs involved in the prediction of educational success were investigated in a joint approach to specify their unique contributions and to identify mechanisms associated with how socioeconomic status (SES) influences education. Multiple regression analyses were conducted on N = 2273 children (aged 10 to 12). The effect of SES on educational success was found to function via two mechanisms: First, the effect of school grades and home environment on the assignment to secondary school was moderated by SES showing stronger influence at higher SES levels. In contrast, being conscientious exerted a stronger influence for low SES children. Second, high SES children were more likely to display characteristics that positively affected their academic performance (e.g., higher self-perceived ability, educational aspiration, cognitive abilities). Overall, the disadvantage of children with low SES can be explained by the central findings that (1) school grades played a lesser role for low SES children in their recommendation for further educational paths after primary school, and (2) high SES children showed higher self-perceived abilities and higher educational aspirations unrelated to their cognitive abilities which was associated with higher educational success. Why these mechanisms occur and where they originate should be further investigated considering additional factors.
社会背景之间教育轨迹的差异只能部分地用认知能力的差异来解释,因此被认为是教育不平等。在本研究中,我们以一种联合的方式调查了与教育成功预测相关的多个构念,以明确它们的独特贡献,并确定与社会经济地位(SES)如何影响教育相关的机制。对N = 2273名10 ~ 12岁儿童进行多元回归分析。研究发现,社会经济地位对学业成功的影响通过两种机制发挥作用:第一,学校成绩和家庭环境对中学任务的影响被社会经济地位所调节,社会经济地位越高,其影响越强。相反,责任心对低社会经济地位儿童的影响更大。第二,高社会经济地位儿童更有可能表现出对学业成绩有积极影响的特征(如更高的自我感知能力、教育抱负、认知能力)。总体而言,低社会经济地位儿童的劣势可以用中心研究结果来解释:(1)低社会经济地位儿童在小学毕业后继续教育路径的推荐中,学校成绩的作用较小;(2)高社会经济地位儿童表现出与认知能力无关的更高的自我感知能力和更高的教育愿望,而认知能力与更高的教育成功相关。这些机制发生的原因和起源应考虑到其他因素进一步调查。
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引用次数: 0
Racial hereditarian research remains unjustified and harmful: A reply to Woodley et al. (2025a, b) 种族遗传主义研究仍然是不合理和有害的:对Woodley等人(2025a, b)的答复。
IF 2.8 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-11-01 DOI: 10.1016/j.intell.2025.101967
Kevin A. Bird , John P. Jackson Jr. , Andrew S. Winston
In two simultaneously published articles in Intelligence, Woodley et al. (2025a, b) claimed that the RHR literature is very small, lacks impact and influence, and poses no special risks. The articles critiqued Bird, et al. (2024) which presented evidence of ongoing “racial hereditarian research” (RHR) in Psychology, its use by racial extremists, and the assistance of RHR psychologists to racial extremist groups. Woodley et al. (2025 a, b) ignored the evidence in Bird et al. (2024) and the past and present harm caused by long-discredited claims that African genes are associated with lower intelligence and morality. We correct false statements in Woodley et al. (2025a,b) and refute their claims that the application of rigorous standards would “undermine science” and constitutes “censorship.”
Woodley et al. (2025a, b)在Intelligence上同时发表的两篇文章中,声称RHR文献非常少,缺乏影响和影响力,不存在特殊风险。这些文章批评了Bird等人(2024),他们提出了心理学中正在进行的“种族遗传研究”(RHR)的证据,种族极端主义者使用RHR,以及RHR心理学家对种族极端主义团体的帮助。Woodley等人(2025 a, b)忽视了Bird等人(2024)的证据,以及非洲基因与低智力和低道德有关的长期不可信的说法所造成的过去和现在的危害。我们纠正了Woodley等人(2025a,b)的错误陈述,并驳斥了他们关于严格标准的应用将“破坏科学”并构成“审查”的说法。
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引用次数: 0
From principles to progress: One year of renewal at intelligence 从原则到进步:智力更新的一年
IF 2.8 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-11-01 DOI: 10.1016/j.intell.2025.101972
Dragos Iliescu , Samuel Greiff
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引用次数: 0
An investigation into differences in general intelligence and coaches' subjective assessment of players' decision-making skills across different playing positions in EPPP association football academies EPPP协会足球院校不同位置球员一般智力及教练员对球员决策能力主观评价差异的调查
IF 2.8 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2025-11-01 DOI: 10.1016/j.intell.2025.101968
Scott Davies , Rob Noonan , Colin Robertson , Sean Sankey
With developments in tactical complexity in association football (soccer) general intelligence and decision-making are becoming increasingly important attributes for players at all levels. However, an absence of evidence regarding general intelligence and decision-making across different positions within English Academy soccer indicates that it is unknown how specific intelligence in soccer needs to be for successful performance. This study aimed to 1) examine differences in general intelligence scores between different playing positions, 2) investigate differences in coach assessed decision-making ability between different playing positions and 3) assess differences between general intelligence test score ranks and decision-making ranks awarded by coaches to each player per position. One hundred and one participants, aged 16–18 years were recruited from eight clubs in the English Football League. Participants completed an established psychometric test of general intelligence and the lead development phase coach at each club ranked players' decision-making ability. There were 99 outfield players who participated: 37 defenders, 34 midfielders and 28 attackers. No difference was found in general intelligence scores between playing positions. However, a significant difference was found in decision-making ranks, with coaches determining attacker's decision-making to be lower than midfielders and defenders. Likewise, no difference was found between general intelligence and decision-making ranks for either defenders or midfielders, but a difference was observed between attackers' general intelligence and decision-making ranks. In conclusion, attacker's game intelligence appears to be underestimated by coaches. Consequently, utilisation of a psychometric test of general intelligence could enhance identification of talented players in Academy soccer.
随着足球战术复杂性的发展,综合智力和决策能力对各级球员来说越来越重要。然而,缺乏关于英格兰足球学院不同位置的一般智力和决策的证据表明,我们不知道在足球中,成功的表现需要多少特定的智力。本研究的目的是:1)研究不同球员位置之间的一般智力得分差异;2)研究不同球员位置之间教练评估决策能力的差异;3)评估每个球员的一般智力测试分数等级和教练给每个球员的决策等级的差异。101名参与者,年龄在16-18岁之间,来自英格兰足球联赛的8个俱乐部。参与者完成了一项既定的一般智力心理测试,每个俱乐部的主要发展阶段教练对球员的决策能力进行了排名。共有99名外场球员参加了比赛:37名后卫,34名中场和28名攻击手。在不同的比赛位置上,一般智力得分没有差异。然而,在决策级别上发现了显著差异,教练认为攻击手的决策低于中场和后卫。同样,后卫和中场球员的一般智力和决策级别之间没有差异,但攻击者的一般智力和决策级别之间存在差异。总而言之,教练们似乎低估了攻击手的比赛智力。因此,利用一般智力的心理测试可以提高识别天才球员在学院足球。
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引用次数: 0
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Intelligence
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