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  • Review
  • Open Access
580 Citations
111,889 Views
32 Pages

Creativity, Critical Thinking, Communication, and Collaboration: Assessment, Certification, and Promotion of 21st Century Skills for the Future of Work and Education

  • Branden Thornhill-Miller,
  • Anaëlle Camarda,
  • Maxence Mercier,
  • Jean-Marie Burkhardt,
  • Tiffany Morisseau,
  • Samira Bourgeois-Bougrine,
  • Florent Vinchon,
  • Stephanie El Hayek,
  • Myriam Augereau-Landais and
  • Todd Lubart
  • + 3 authors

This article addresses educational challenges posed by the future of work, examining “21st century skills”, their conception, assessment, and valorization. It focuses in particular on key soft skill competencies known as the “4Cs&rd...

(This article belongs to the Special Issue Creativity, Intelligence, and Collaboration in 21st Century Education: An Interdisciplinary Challenge)
  • Review
  • Open Access
138 Citations
86,685 Views
36 Pages

Emotional awareness is the ability to conceptualize and describe one’s own emotions and those of others. Over thirty years ago, a cognitive-developmental theory of emotional awareness patterned after Piaget’s theory of cognitive development was creat...

(This article belongs to the Special Issue Advances in Socio-Emotional Ability Research)
  • Article
  • Open Access
178 Citations
55,955 Views
11 Pages

Creativity and Artificial Intelligence—A Student Perspective

  • Rebecca Marrone,
  • Victoria Taddeo and
  • Gillian Hill

Creativity is a core 21st-century skill taught globally in education systems. As Artificial Intelligence (AI) is being implemented in classrooms worldwide, a key question is proposed: how do students perceive AI and creativity? Twelve focus groups an...

(This article belongs to the Special Issue Creativity, Intelligence, and Collaboration in 21st Century Education: An Interdisciplinary Challenge)
  • Article
  • Open Access
36 Citations
49,086 Views
16 Pages

In education research and education policy, much attention is paid to schools, curricula, and teachers, but little attention is paid to the characteristics of students. Differences in general cognitive ability (g) are often overlooked as a source of...

(This article belongs to the Special Issue Intelligence in Education)
  • Review
  • Open Access
100 Citations
48,682 Views
19 Pages

The distinction between hard and soft skills has long been a topic of debate in the field of psychology, with hard skills referring to technical or practical abilities, and soft skills relating to interpersonal capabilities. This paper explores the g...

(This article belongs to the Special Issue Creativity, Intelligence, and Collaboration in 21st Century Education: An Interdisciplinary Challenge)
  • Article
  • Open Access
12 Citations
46,330 Views
12 Pages

The Sternberg Triarchic Abilities Test (Level-H) is a Measure of g

  • Weng-Tink Chooi,
  • Holly E. Long and
  • Lee A. Thompson

Although the consensus in the field of human intelligence holds that a unitary factor (g) accounts for the majority of the variance among individuals, there are still some who argue that intelligence is composed of separate abilities and individual d...

  • Article
  • Open Access
84 Citations
44,060 Views
18 Pages

Successful students are more than just those who have more effective and efficient learning techniques for acquiring and applying information. They can also motivate, evaluate, and adjust their behavior if they are not learning properly. Thus, the ob...

(This article belongs to the Special Issue Building a Knowledgeable Student: Emerging Trends in Research on Self-Regulated Learning and Implications for Education)
  • Review
  • Open Access
30 Citations
37,920 Views
25 Pages

A Misuse of IQ Scores: Using the Dual Discrepancy/Consistency Model for Identifying Specific Learning Disabilities

  • A. Alexander Beaujean,
  • Nicholas F. Benson,
  • Ryan J. McGill and
  • Stefan C. Dombrowski

The purpose of this article is to describe the origins of patterns of strengths and weaknesses (PSW) methods for identifying specific learning disabilities (SLD) and to provide a comprehensive review of the assumptions and evidence supporting the mos...

(This article belongs to the Special Issue Intelligence in Education)
  • Comment
  • Open Access
82 Citations
36,471 Views
4 Pages

Intelligence Is What the Intelligence Test Measures. Seriously

  • Han L. J. Van der Maas,
  • Kees-Jan Kan and
  • Denny Borsboom

28 February 2014

The mutualism model, an alternative for the g-factor model of intelligence, implies a formative measurement model in which “g” is an index variable without a causal role. If this model is accurate, the search for a genetic of brain instantiation of “...

(This article belongs to the Special Issue Intelligence, Where to Look, Where to Go?)
  • Review
  • Open Access
4 Citations
32,603 Views
14 Pages

Examining Working Memory Training for Healthy Adults—A Second-Order Meta-Analysis

  • Maria Syed,
  • Jarrad A. G. Lum,
  • Linda K. Byrne and
  • David Skvarc

12 November 2024

Background: Enhancing working memory performance in cognitively and physically healthy individuals is a popular area of research. The results from a large number of studies have now been summarized in multiple meta-analyses. In these reviews, various...

  • Article
  • Open Access
53 Citations
32,220 Views
14 Pages

Creativity is a part of most theories of intelligence—sometimes a small part and sometimes a large part. Yet even IQ tests that assess aspects of intelligence that supposedly reflect creative abilities do not actually measure creativity. Recent work...

(This article belongs to the Special Issue Challenges in Intelligence Testing)
  • Opinion
  • Open Access
39 Citations
31,075 Views
8 Pages

This brief paper summarizes a mixed method review of over 500 neuroscientific reports investigating the proposition that general intelligence (g or IQ) and multiple intelligences (MI) can be integrated based on common and unique neural systems. Extra...

(This article belongs to the Special Issue Intelligence in Education)
  • Article
  • Open Access
56 Citations
29,889 Views
20 Pages

The Creativity Diamond—A Framework to Aid Creativity

  • Peter Childs,
  • Ji Han,
  • Liuqing Chen,
  • Pingfei Jiang,
  • Pan Wang,
  • Dongmyung Park,
  • Yuan Yin,
  • Elena Dieckmann and
  • Ignacio Vilanova

There are many facets to creativity, and the topic has a profound impact on society. Substantial and sustained study on creativity has been undertaken, and much is now known about the fundamentals and how creativity can be augmented. To draw these el...

(This article belongs to the Special Issue Creativity, Intelligence, and Collaboration in 21st Century Education: An Interdisciplinary Challenge)
  • Article
  • Open Access
45 Citations
29,723 Views
16 Pages

Contrasting Profiles of Low-Performing Mathematics Students in Public and Private Schools in the Philippines: Insights from Machine Learning

  • Allan B. I. Bernardo,
  • Macario O. Cordel,
  • Minie Rose C. Lapinid,
  • Jude Michael M. Teves,
  • Sashmir A. Yap and
  • Unisse C. Chua

Filipino students performed poorly in the 2018 Programme for International Student Assessment (PISA) mathematics assessment, with more than 50% obtaining scores below the lowest proficiency level. Students from public schools also performed worse com...

  • Article
  • Open Access
44 Citations
29,434 Views
20 Pages

Emotional intelligence is a second-stratum factor of general intelligence (MacCann et al. 2014) that: (a) has been popularly touted as an essential individual difference for effective leadership (Goleman 1998), but also (b) exhibits large gender grou...

  • Review
  • Open Access
44 Citations
28,008 Views
12 Pages

Our ability to think critically and our disposition to do so can have major implications for our everyday lives. Research across the globe has shown the impact of critical thinking on decisions about our health, politics, relationships, finances, con...

(This article belongs to the Special Issue Critical Thinking in Everyday Life)
  • Review
  • Open Access
131 Citations
27,209 Views
29 Pages

The purpose of this paper is to review some of the key literature on response time as it has played a role in cognitive ability measurement, providing a historical perspective as well as covering current research. We discuss the speed-level distincti...

(This article belongs to the Special Issue Mental Speed and Response Times in Cognitive Tests)
  • Article
  • Open Access
31 Citations
26,749 Views
11 Pages

The current study investigated a longitudinal data set of 4790 adults examining a set of socio-demographic and psychological factors that influence adult financial well-being. Parental social status (at birth), childhood intelligence and self-esteem...

  • Article
  • Open Access
8 Citations
26,441 Views
15 Pages

The cognitive reflection test (CRT) is a short measure of a person’s ability to resist intuitive response tendencies, and to produce normatively correct responses that are assumed to be based on effortful, analytic thinking. A remarkable charac...

(This article belongs to the Special Issue Metareasoning: Theoretical and Methodological Developments)
  • Review
  • Open Access
44 Citations
26,103 Views
19 Pages

Preschool Children’s Loose Parts Play and the Relationship to Cognitive Development: A Review of the Literature

  • Ozlem Cankaya,
  • Natalia Rohatyn-Martin,
  • Jamie Leach,
  • Keirsten Taylor and
  • Okan Bulut

Play is an integrative process, and the skills acquired in it—overcoming impulses, behavior control, exploration and discovery, problem-solving, reasoning, drawing conclusions, and attention to processes and outcomes are foundational cognitive...

  • Brief Report
  • Open Access
8 Citations
25,746 Views
5 Pages

Confirmatory Factor Analysis of WAIS-IV in a Clinical Sample: Examining a Bi-Factor Model

  • Rachel Collinson,
  • Stephen Evans,
  • Miranda Wheeler,
  • Don Brechin,
  • Jenna Moffitt,
  • Geoff Hill and
  • Steven Muncer

There have been a number of studies that have examined the factor structure of the Wechsler Adult Intelligence Scale IV (WAIS-IV) using the standardization sample. In this study, we investigate its factor structure on a clinical neuropsychology sampl...

  • Article
  • Open Access
28 Citations
25,660 Views
21 Pages

Generative AI tools are increasingly being integrated into game design and development workflows, offering new possibilities for creativity, efficiency, and innovation. This paper explores the evolving role of these tools from the perspective of game...

(This article belongs to the Special Issue Generative AI: Reflections on Intelligence and Creativity)
  • Review
  • Open Access
28 Citations
25,361 Views
21 Pages

25 November 2015

This paper examines the value of intelligence testing for the purpose of informing us how best to intervene with children with reading disability. While the original function of IQ testing was to ascertain whether a child was capable of profiting fro...

(This article belongs to the Special Issue Challenges in Intelligence Testing)
  • Article
  • Open Access
76 Citations
24,779 Views
22 Pages

Actively Open-Minded Thinking and Its Measurement

  • Keith E. Stanovich and
  • Maggie E. Toplak

Actively open-minded thinking (AOT) is measured by items that tap the willingness to consider alternative opinions, sensitivity to evidence contradictory to current beliefs, the willingness to postpone closure, and reflective thought. AOT scales are...

(This article belongs to the Special Issue Metareasoning: Theoretical and Methodological Developments)
  • Article
  • Open Access
5 Citations
24,606 Views
22 Pages

In The Mismeasure of Man, Stephen Jay Gould argued that the preconceived beliefs and biases of scientists influence their methods and conclusions. To show the potential consequences of this, Gould used examples from the early days of psychometrics an...

  • Article
  • Open Access
3 Citations
24,592 Views
17 Pages

Several studies have examined performance on the Wechsler batteries in typically developing children and adolescents. In particular, some studies suggest that cognitive functioning may differ between males and females. In this framework, the present...

(This article belongs to the Section Changes in Intelligence Across the Lifespan)
  • Article
  • Open Access
59 Citations
24,521 Views
28 Pages

Students Can (Mostly) Recognize Effective Learning, So Why Do They Not Do It?

  • Stephany Duany Rea,
  • Lisi Wang,
  • Katherine Muenks and
  • Veronica X. Yan

Cognitive psychology research has emphasized that the strategies that are effective and efficient for fostering long-term retention (e.g., interleaved study, retrieval practice) are often not recognized as effective by students and are infrequently u...

(This article belongs to the Special Issue Building a Knowledgeable Student: Emerging Trends in Research on Self-Regulated Learning and Implications for Education)
  • Review
  • Open Access
20 Citations
24,181 Views
7 Pages

Fifteen years ago, Frey and Detterman established that the SAT (and later, with Koenig, the ACT) was substantially correlated with measures of general cognitive ability and could be used as a proxy measure for intelligence (Frey and Detterman, 2004;...

  • Article
  • Open Access
130 Citations
23,940 Views
17 Pages

Network Models for Cognitive Development and Intelligence

  • Han L. J. Van Der Maas,
  • Kees-Jan Kan,
  • Maarten Marsman and
  • Claire E. Stevenson

Cronbach’s (1957) famous division of scientific psychology into two disciplines is still apparent for the fields of cognition (general mechanisms) and intelligence (dimensionality of individual differences). The welcome integration of the two fields...

(This article belongs to the Special Issue Cognitive Development and Intelligence)
  • Systematic Review
  • Open Access
47 Citations
23,788 Views
16 Pages

Types of Intelligence and Academic Performance: A Systematic Review and Meta-Analysis

  • Raquel Lozano-Blasco,
  • Alberto Quílez-Robres,
  • Pablo Usán,
  • Carlos Salavera and
  • Raquel Casanovas-López

The concept of intelligence has been extensively studied, undergoing an evolution from a unitary concept to a more elaborate and complex multidimensional one. In addition, several research studies have focused their efforts for decades on the study o...

  • Review
  • Open Access
73 Citations
23,636 Views
25 Pages

Old and New Approaches to Animal Cognition: There Is Not “One Cognition”

  • Juliane Bräuer,
  • Daniel Hanus,
  • Simone Pika,
  • Russell Gray and
  • Natalie Uomini

Using the comparative approach, researchers draw inferences about the evolution of cognition. Psychologists have postulated several hypotheses to explain why certain species are cognitively more flexible than others, and these hypotheses assume that...

  • Essay
  • Open Access
32 Citations
23,529 Views
20 Pages

Modern Assessments of Intelligence Must Be Fair and Equitable

  • LaTasha R. Holden and
  • Gabriel J. Tanenbaum

Historically, assessments of human intelligence have been virtually synonymous with practices that contributed to forms of inequality and injustice. As such, modern considerations for assessing human intelligence must focus on equity and fairness. Fi...

(This article belongs to the Special Issue Assessment of Human Intelligence—State of the Art in the 2020s)
  • Hypothesis
  • Open Access
34 Citations
23,213 Views
26 Pages

The concept of intelligence encompasses the mental abilities necessary to survival and advancement in any environmental context. Attempts to grasp this multifaceted concept through a relatively simple operationalization have fostered the notion that...

(This article belongs to the Special Issue Cognitive Development and Intelligence)
  • Comment
  • Open Access
7 Citations
22,525 Views
3 Pages

22 September 2014

Hunt and Jaeggi [1] nicely summarize the point that within the academic field of intelligence, we do not have a commonly understandable definition of what intelligence is. Still the term is used extensively and with consensus to the effect that human...

(This article belongs to the Special Issue Intelligence, Where to Look, Where to Go?)
  • Article
  • Open Access
8 Citations
22,509 Views
13 Pages

Academic Performance and Resilience in Secondary Education Students

  • Ana María Carroza-Pacheco,
  • Benito León-del-Barco and
  • Carolina Bringas Molleda

Academic performance is a factor of concern and interest in the educational context for the improvement of the educational and economic system of any country. Determining the factors influencing it has been the subject of multiple investigations. Thi...

(This article belongs to the Special Issue Cognitive, Emotional, and Social Skills in Students)
  • Article
  • Open Access
13 Citations
22,191 Views
10 Pages

Personality and intelligence have a long history in applied psychology, with research dating back more than 100 years. In line, early developments in industrial-organizational psychology were largely founded on the predictive power of personality and...

(This article belongs to the Special Issue The Ability-Personality Integration)
  • Article
  • Open Access
13 Citations
22,144 Views
33 Pages

Intelligence tests are often performed under time constraints for practical reasons, but the effects of time pressure on reasoning performance are poorly understood. The first part of this work provides a brief review of major expected effects of tim...

(This article belongs to the Special Issue Differential Psychology and Individual Differences in Intelligence)
  • Article
  • Open Access
215 Citations
21,934 Views
15 Pages

Due to COVID-19, numerous new technologies are being implemented in education, with a growing interest in the metaverse. The term “metaverse” refers to an immersive digital environment where one can interact with virtual avatars. This stu...

(This article belongs to the Special Issue Learning and Instruction)
  • Review
  • Open Access
22 Citations
21,889 Views
26 Pages

Although personality and cognitive ability are separate (sets of) constructs, we argue and demonstrate in this article that their effects are difficult to tease apart, because personality affects the performance on cognitive tests and cognitive abili...

(This article belongs to the Special Issue The Ability-Personality Integration)
  • Article
  • Open Access
18 Citations
21,751 Views
13 Pages

Examining the Use of Game-Based Assessments for Hiring Autistic Job Seekers

  • Colin Willis,
  • Tracy Powell-Rudy,
  • Kelsie Colley and
  • Joshua Prasad

Although people with autism are protected under the Americans with Disabilities Act of 1990, there is little theoretical or practical effort to determine whether traditional pre-employment assessments unfairly impact autistic job seekers. Due to the...

  • Article
  • Open Access
14 Citations
21,602 Views
15 Pages

The manifestation of performance at the top of a given talent distribution constitutes giftedness. While identifying talented youths based on IQ has been the focus of previous research, examining their cognitive profile is a new endeavor. The present...

(This article belongs to the Special Issue A Century beyond Terman, 50 Years after Marland: Knowns and Unknowns about Cognitive Excellence)
  • Article
  • Open Access
78 Citations
21,345 Views
16 Pages

14 October 2015

The development of factor models is inextricably tied to the history of intelligence research. One of the most commonly-cited scholars in the field is John Carroll, whose three-stratum theory of cognitive ability has been one of the most influential...

  • Review
  • Open Access
30 Citations
21,157 Views
22 Pages

In this literature review, we address the use of cognitive tests, including intelligence tests, in the assessment and diagnosis of dyslexia, from both historic and present-day perspectives. We discuss the role of cognitive tests in the operationaliza...

(This article belongs to the Special Issue Assessment of Human Intelligence—State of the Art in the 2020s)
  • Review
  • Open Access
14 Citations
21,098 Views
17 Pages

Language: Its Origin and Ongoing Evolution

  • Ilia Markov,
  • Kseniia Kharitonova and
  • Elena L. Grigorenko

With the present paper, we sought to use research findings to illustrate the following thesis: the evolution of language follows the principles of human evolution. We argued that language does not exist for its own sake, it is one of a multitude of s...

(This article belongs to the Special Issue Understanding Higher-Order Cognitive Abilities and Their Development in the Anthropocene)
  • Article
  • Open Access
109 Citations
21,090 Views
28 Pages

The Relationship between Intelligence and Divergent Thinking—A Meta-Analytic Update

  • Anne Gerwig,
  • Kirill Miroshnik,
  • Boris Forthmann,
  • Mathias Benedek,
  • Maciej Karwowski and
  • Heinz Holling

This paper provides a meta-analytic update on the relationship between intelligence and divergent thinking (DT), as research on this topic has increased, and methods have diversified since Kim’s meta-analysis in 2005. A three-level meta-analysis was...

(This article belongs to the Special Issue Intelligence and Creativity)
  • Review
  • Open Access
42 Citations
21,025 Views
22 Pages

Determining Factors for the Development of Critical Thinking in Higher Education

  • Dora Lucia Jaramillo Gómez,
  • Annie Julieth Álvarez Maestre,
  • Abad Ernesto Parada Trujillo,
  • Carlos Alfredo Pérez Fuentes,
  • Dago Hernando Bedoya Ortiz and
  • Ruth Katherine Sanabria Alarcón

This study arises from the growing need to train professionals capable of confronting and analyzing the overabundance of information in an increasingly complex world, where critical thinking is seen as an indispensable skill for informed decision mak...

(This article belongs to the Special Issue The Formation and Evaluation of Critical and Creative Thinking for Good Personal, Academic and Professional Performance in These New Times)
  • Feature Paper
  • Article
  • Open Access
90 Citations
20,804 Views
18 Pages

Personality predicts academic achievement above and beyond intelligence. However, studies investigating the possible interaction effects between personality and intelligence when predicting academic achievement are scarce, as is the separate investig...

(This article belongs to the Special Issue The Ability-Personality Integration)
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J. Intell. - ISSN 2079-3200