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  • Article
  • Open Access
30 Citations
10,006 Views
13 Pages

Psychometric Network Analysis of the Hungarian WAIS

  • Christopher J. Schmank,
  • Sara Anne Goring,
  • Kristof Kovacs and
  • Andrew R. A. Conway

The positive manifold—the finding that cognitive ability measures demonstrate positive correlations with one another—has led to models of intelligence that include a general cognitive ability or general intelligence (g). This view has bee...

  • Article
  • Open Access
1 Citations
3,811 Views
17 Pages

30 April 2025

Psychometric network analysis (PNA) has been gaining great popularity over the past decade. As a promising dimensionality assessment method, existing research has shown that PNA is able to outperform traditional methods such as exploratory factor ana...

  • Article
  • Open Access
23 Citations
12,985 Views
30 Pages

Carroll’s treatise on the structure of human cognitive abilities is a milestone in psychometric intelligence research. Thirty years later, Carroll’s work continues to influence research on intelligence theories and the development and int...

  • Article
  • Open Access
36 Citations
15,288 Views
33 Pages

For over a century, the structure of intelligence has been dominated by factor analytic methods that presume tests are indicators of latent entities (e.g., general intelligence or g). Recently, psychometric network methods and theories (e.g., process...

  • Article
  • Open Access
2 Citations
1,709 Views
21 Pages

11 June 2025

In recent years, the role of flourishing in mental health has gained growing recognition, making the establishment of psychometrically and culturally validated instruments crucial for advancing theory and practice. The aim of this study is twofold: f...

  • Article
  • Open Access
1,972 Views
25 Pages

Construct-irrelevant variance (CIV), defined as excessive variance that is unrelated to the intended construct, poses a significant threat to the validity of test interpretations and applications. CIV can arise from two notable sources: construct-irr...

  • Article
  • Open Access
8 Citations
3,793 Views
16 Pages

Mentalization is a complex and multifaceted trans-theoretical and trans-diagnostic construct that has found increasing application in the clinical context. This research aimed at deepening the psychometric properties of the Multidimensional Mentalizi...

  • Article
  • Open Access
2 Citations
2,691 Views
11 Pages

A Network Analysis Study on the Structure and Gender Invariance of the Satisfaction with Life Scale among Spanish University Students

  • Diego Diaz-Milanes,
  • Vanesa Salado,
  • Carmen Santín Vilariño,
  • Montserrat Andrés-Villas and
  • Pedro Juan Pérez-Moreno

18 January 2024

Introduction: The psychometric properties of the Satisfaction With Life Scale (SWLS) have been evaluated across numerous languages and population groups, primarily from a factor analysis perspective. In some studies, inconsistencies in structural inv...

  • Article
  • Open Access
893 Views
16 Pages

Higher education institutions commonly employ student evaluation of teaching (SET) instruments (e.g., course evaluation surveys) to enhance course quality and inform instructional strategies. However, conceptualizing and measuring SET as a unidimensi...

  • Article
  • Open Access
2 Citations
2,147 Views
13 Pages

A Network Analysis of Health Care Access and Behavioral/Mental Health in Hispanic Children and Adolescents

  • Isis Garcia-Rodriguez,
  • Samuel J. West,
  • Camila Tirado,
  • Cindy Hernandez Castro,
  • Lisa Fuentes,
  • Paul B. Perrin and
  • Oswaldo A. Moreno

17 June 2025

Hispanic youth have one of the highest rates of unmet physical and mental health needs. This study aims to examine how child and adolescent healthcare access creates pathways to behavioral/mental health among a national sample of 1711 U.S. Hispanic y...

  • Article
  • Open Access
19 Citations
7,857 Views
17 Pages

Emotional Regulation, Coping, and Resilience in Informal Caregivers: A Network Analysis Approach

  • Anna Panzeri,
  • Gioia Bottesi,
  • Marta Ghisi,
  • Cecilia Scalavicci,
  • Andrea Spoto and
  • Giulio Vidotto

13 August 2024

Public health emergencies such as the COVID-19 pandemic can further strain the mental health of informal caregivers who provide unpaid assistance to family members or friends who need support due to illness, disability, or aging. However, there is a...

  • Article
  • Open Access
4 Citations
2,577 Views
21 Pages

Since the seminal work of Spearman, exploratory and confirmatory factor analysis represents the standard method of examining the dimensionality of psychological instruments. Recently, within the network psychometrics approach, a new procedure was pro...

  • Article
  • Open Access
2,074 Views
20 Pages

A Network Psychometric Analysis of Math Anxiety Factors in Italian Psychology Students

  • Emma Franchino,
  • Luciana Ciringione,
  • Luisa Canal,
  • Ottavia Marina Epifania,
  • Luigi Lombardi,
  • Gianluca Lattanzi and
  • Massimo Stella

Dealing with mathematics can induce significant anxiety, affecting academic performance: this phenomenon is known as Math Anxiety (MA). While math anxiety scales were mostly developed in English, some have been translated and validated for Italian po...

  • Article
  • Open Access
1 Citations
1,580 Views
24 Pages

10 September 2025

The incorporation of educational robotics (ER) into classroom learning has emerged as a significant goal in contemporary education, with instructors assuming a pivotal role. Recent research has shown the influence of teachers’ perceptions of ER...

  • Article
  • Open Access
9 Citations
4,220 Views
18 Pages

8 December 2023

A long-standing debate among cognitive scientists has focused on describing the underlying nature of executive functions, which has important implications for both theoretical and applied research. Miyake et al.’s three-factor model has often b...

  • Commentary
  • Open Access
69 Citations
14,378 Views
10 Pages

How to Compare Psychometric Factor and Network Models

  • Kees-Jan Kan,
  • Hannelies de Jonge,
  • Han L. J. van der Maas,
  • Stephen Z. Levine and
  • Sacha Epskamp

In memory of Dr. Dennis John McFarland, who passed away recently, our objective is to continue his efforts to compare psychometric networks and latent variable models statistically. We do so by providing a commentary on his latest work, which he enco...

  • Article
  • Open Access
4 Citations
3,176 Views
26 Pages

Network and Exploratory Factorial Analysis of the Depression Clinical Evaluation Test

  • María Guillot-Valdés,
  • Alejandro Guillén-Riquelme,
  • Juan Carlos Sierra and
  • Gualberto Buela-Casal

Depression is a highly prevalent disorder with a wide range of symptomatology. Existing instruments for its assessment have only a few items for each factor. The Depression Clinical Evaluation Test (DCET) has been created to cover all depression symp...

  • Commentary
  • Open Access
13 Citations
4,529 Views
13 Pages

In a recent publication in the Journal of Intelligence, Dennis McFarland mischaracterized previous research using latent variable and psychometric network modeling to investigate the structure of intelligence. Misconceptions presented by McFarland ar...

  • Article
  • Open Access
9 Citations
7,070 Views
16 Pages

In this study, we investigated the relationship between the four humor styles (Affiliative, Self-enhancing, Aggressive, and Self-defeating) assessed via the Humor Styles Questionnaire (HSQ) and the ten facets of the Big Five Questionnaire (BFQ) throu...

  • Brief Report
  • Open Access
15 Citations
5,001 Views
6 Pages

Network models of the WAIS-IV based on regularized partial correlation matrices have been reported to outperform latent variable models based on uncorrected correlation matrices. The present study sought to compare network and latent variable models...

  • Article
  • Open Access
504 Views
17 Pages

23 December 2025

Celebrity worship has become a pervasive phenomenon among Chinese undergraduates, yet its psychological mechanisms remain unclear. This cross-sectional study recruited 1103 Chinese undergraduate students via convenience sampling. Data on celebrity wo...

  • Article
  • Open Access
234 Views
24 Pages

This study aimed to translate, culturally adapt, and validate the Arabic version of the 6-Item Lubben Social Network Scale (LSNS-6). The LSNS-6 was translated, culturally adapted, and administered, alongside the Medical Outcomes Study Social Support...

  • Article
  • Open Access
8 Citations
3,703 Views
17 Pages

One of the best-established findings in intelligence research is the pattern of positive correlations among various intelligence tests. Although this so-called positive manifold became the conceptual foundation of many theoretical accounts of intelli...

  • Article
  • Open Access
5 Citations
3,342 Views
12 Pages

The Revised Mood Rhythm Instrument: A Large Multicultural Psychometric Study

  • Melissa Alves Braga de Oliveira,
  • Euclides José de Mendonça Filho,
  • Alicia Carissimi,
  • Luciene Lima dos Santos Garay,
  • Marina Scop,
  • Denise Ruschel Bandeira,
  • Felipe Gutiérrez Carvalho,
  • Salina Mathur,
  • Kristina Epifano and
  • Maria Paz Hidalgo
  • + 2 authors

20 January 2021

Background: Recent studies with the mood rhythm instrument (MRhI) have shown that the presence of recurrent daily peaks in specific mood symptoms are significantly associated with increased risk of psychiatric disorders. Using a large sample collecte...

  • Article
  • Open Access
7 Citations
2,065 Views
13 Pages

Scale of feelings and emotions in social networks and the internet (SERSI): reliability and validity

  • Montserrat Peris Hernández,
  • Carmen Maganto Mateo and
  • Lorea Kortabarria Kortazar

The emotions shared in social networks and the Internet (RSI) have great resonance in those who publish and receive them, producing a response called Social Sharing Emotional. There is any evaluation instrument for the positive-negative emotional con...

  • Article
  • Open Access
4 Citations
2,477 Views
23 Pages

25 June 2024

Latent variables analysis is an important part of psychometric research. In this context, factor analysis and other related techniques have been widely applied for the investigation of the internal structure of psychometric tests. However, these meth...

  • Article
  • Open Access
2 Citations
1,060 Views
23 Pages

Predicting Major Depressive Disorder Using Neural Networks from Spectral Measures of EEG Data

  • Igor Kozulin,
  • Ekaterina Merkulova,
  • Vasiliy Savostyanov,
  • Haonan Shi,
  • Xinyi Wang,
  • Andrey Bocharov and
  • Alexander Savostyanov

Processing electroencephalogram (EEG) data using neural networks is becoming increasingly important in modern medicine. This study introduces the development of a neural network method using a combination of psychological questionnaire data and spect...

  • Article
  • Open Access
19 Citations
6,533 Views
15 Pages

The Bergen Facebook Addiction Scale (BFAS) is widely used, but psychometric evidence by applying Item Response Theory (IRT) is lacking. Considering the advantages of this psychometric approach, the aim of study was to investigate the psychometric pro...

  • Article
  • Open Access
211 Citations
14,241 Views
22 Pages

27 August 2021

Exploratory Graph Analysis (EGA) has emerged as a popular approach for estimating the dimensionality of multivariate data using psychometric networks. Sampling variability, however, has made reproducibility and generalizability a key issue in network...

  • Article
  • Open Access
4 Citations
3,445 Views
21 Pages

Reliability of a Scale for the Evaluation of Generativity Relative to Health (GeReH) in the Mexican Population in the Aging Process

  • Otilia Aurora Ramírez-Arellano,
  • Mirna García-Méndez,
  • Juan Garduño-Espinosa,
  • Luis Alberto Vargas-Guadarrama and
  • Víctor Manuel Mendoza-Núñez

3 October 2021

Generativity is a quality that allows the person to do something for others. In teaching, caring for grandchildren, or volunteering, the generative person contributes to the people around him and at the same time must maintain self-care for good heal...

  • Article
  • Open Access
23 Citations
5,408 Views
9 Pages

Digital health literacy is crucial in accessing and applying health information in the COVID-19 pandemic period. Young college students are exposed daily to digital technologies, and they have further increased the use of digital information during t...

  • Article
  • Open Access
2 Citations
1,943 Views
21 Pages

28 February 2025

Latent variables play a crucial role in psychometric research, yet traditional models often struggle to address context-dependent effects, ambivalent states, and non-commutative measurement processes. This study proposes a quantum-inspired framework...

  • Article
  • Open Access
7 Citations
7,586 Views
13 Pages

A Method for Identifying the Mood States of Social Network Users Based on Cyber Psychometrics

  • Weijun Wang,
  • Ying Li,
  • Yinghui Huang,
  • Hui Liu and
  • Tingting Zhang

Analyzing people’s opinions, attitudes, sentiments, and emotions based on user-generated content (UGC) is feasible for identifying the psychological characteristics of social network users. However, most studies focus on identifying the sentiments ca...

  • Article
  • Open Access
316 Views
24 Pages

20 January 2026

This study aimed to adapt and validate the Polish version of the Perceived Future Employability Scale (PFES) and verify its factor structure among university students. Drawing on Social Cognitive Career Theory and the concept of possible selves, this...

  • Article
  • Open Access
18 Citations
3,394 Views
13 Pages

25 September 2020

The sustainable computer-based evaluation system (SCE) is a scenario-based formative evaluation system, in which students are assigned a task during a course. The tasks include the diversity conditions in real-world scenarios. The goals of this syste...

  • Article
  • Open Access
1 Citations
3,293 Views
22 Pages

Psychological Network of Stress, Coping and Social Support in an Aboriginal Population

  • Pedro Henrique Ribeiro Santiago,
  • Gustavo Hermes Soares,
  • Lisa Gaye Smithers,
  • Rachel Roberts and
  • Lisa Jamieson

Over the past decades, increasing research interest has been directed towards the psychosocial factors that impact Aboriginal health, including stress, coping and social support. However, there has been no study that examined whether the behaviours,...

  • Article
  • Open Access
19 Citations
4,875 Views
25 Pages

Analyzing the Role of Resource Factors in Citizens’ Intention to Pay for and Participate in Disaster Management

  • Seoyong Kim,
  • Seol A. Kwon,
  • Jae Eun Lee,
  • Byeong-Cheol Ahn,
  • Ju Ho Lee,
  • Chen An,
  • Keiko Kitagawa,
  • Dohyeong Kim and
  • Jaesun Wang

21 April 2020

This study aimed to analyze how resource variables (health status, economic affordability, social network, social capital, and neighborhood environment) influence citizens’ intention to pay for and participate in disaster management and safety...

  • Article
  • Open Access
2 Citations
2,951 Views
11 Pages

Network Analysis of Neurobehavioral Symptom Patterns in an International Sample of Spanish-Speakers with a History of COVID-19 and Controls

  • Paul B. Perrin,
  • Daniela Ramos-Usuga,
  • Samuel J. West,
  • Kritzia Merced,
  • Daniel W. Klyce,
  • Anthony H. Lequerica,
  • Laiene Olabarrieta-Landa,
  • Elisabet Alzueta,
  • Fiona C. Baker and
  • Juan Carlos Arango-Lasprilla
  • + 2 authors

(1) Background: Psychometric network analysis provides a novel statistical approach allowing researchers to model clusters of related symptoms as a dynamic system. This study applied network analysis to investigate the patterns of somatic, cognitive,...

  • Article
  • Open Access
7 Citations
3,583 Views
16 Pages

Understanding Students’ Perception of Sustainability: Educational NLP in the Analysis of Free Answers

  • Hiroko Yamano,
  • John Jongho Park,
  • Nathan Hyungsok Choe and
  • Ichiro Sakata

27 October 2022

This study explored undergraduate students’ conceptions of sustainable development by asking about their definition of a sustainable world, current issues of sustainable development, and the necessary mindset and skillsets to build a sustainabl...

  • Review
  • Open Access
1 Citations
1,979 Views
15 Pages

21 March 2024

Background: Clinimetrics and network analysis are two methodological approaches that, despite different origins, share the goal of improving mental health clinical assessment beyond the limitations of classical psychometrics. Despite their common goa...

  • Article
  • Open Access
2,258 Views
24 Pages

Differential Psychometric Validation of the Brief Scale of Social Desirability (BSSD-4) in Ecuadorian Youth

  • Andrés Ramírez,
  • Luis Burgos-Benavides,
  • Hugo Sinchi-Sinchi,
  • Francisco Javier Herrero Díez and
  • Francisco Javier Rodríguez-Díaz

Social desirability is a widely studied phenomenon due to its impact on the validity of self-reported data. It refers to the tendency of individuals to respond to questions in a manner that they believe is socially acceptable or favorable rather than...

  • Article
  • Open Access
18 Citations
4,528 Views
17 Pages

A Network Analysis of the Fear of COVID-19 Scale (FCV-19S): A Large-Scale Cross-Cultural Study in Iran, Bangladesh, and Norway

  • Oscar Lecuona,
  • Chung-Ying Lin,
  • Dmitri Rozgonjuk,
  • Tone M. Norekvål,
  • Marjolein M. Iversen,
  • Mohammed A. Mamun,
  • Mark D. Griffiths,
  • Ting-I Lin and
  • Amir H. Pakpour

The rapid spread of the coronavirus disease 2019 (COVID-19) has led to high levels of fear worldwide. Given that fear is an important factor in causing psychological distress and facilitating preventive behaviors, assessing the fear of COVID-19 is im...

  • Article
  • Open Access
3 Citations
3,582 Views
12 Pages

26 April 2024

The Flourishing Scale (FS) is one of the most well-known tools for assessing psychological flourishing. However, its psychometric properties have been little analyzed in the case of teachers. This study aimed to examine the validity of the scale in t...

  • Article
  • Open Access
9 Citations
3,680 Views
10 Pages

New Psychometric Evidence of the Life Satisfaction Scale in Older Adults: An Exploratory Graph Analysis Approach

  • Julio Dominguez-Vergara,
  • Brigitte Aguilar-Salcedo,
  • Rita Orihuela-Anaya and
  • José Villanueva-Alvarado

2 September 2024

The objective of the present study was to analyze the psychometric properties of a life satisfaction scale in older Peruvian adults using an exploratory graph analysis (EGA) approach. A total of 407 older adults aged between 60 and 95 years (M = 69.5...

  • Article
  • Open Access
1 Citations
2,213 Views
13 Pages

Psychometric Properties of the Performance Enhancement Attitude Scale (PEAS) for Brazilian Sports

  • Renan Codonhato,
  • Paulo Vitor Suto Aizava,
  • Enzo Berbery and
  • Lenamar Fiorese

21 May 2024

Interest in psychosocial predictors of doping has been increasing as a way of finding new approaches to reduce the use of performance-enhancing drugs. This investigation aimed to test the psychometric properties of an instrument to assess doping atti...

  • Article
  • Open Access
3 Citations
1,153 Views
24 Pages

Understanding a learner’s resources as a system of interacting components, the success of a learning process is determined by the effectiveness of their interactions. Theoretical assumptions and empirical findings clearly show the importance of...

  • Article
  • Open Access
1 Citations
2,321 Views
20 Pages

26 December 2023

Sensation seeking (SS) is a psychobiological personality trait characterized by an individual’s propensity to engage in various forms of risk-taking behavior. The Brief Sensation Seeking Scale (BSSS-8) is a widely used instrument for assessing...

  • Article
  • Open Access
6 Citations
5,593 Views
14 Pages

1 December 2021

While outcomes of embodied awareness practices in terms of improved posture and flexibility, movement efficiency, and well-being are often reported, systematic investigations of such training effects and of the actual nature, extent, and neurofunctio...

  • Article
  • Open Access
6 Citations
2,684 Views
13 Pages

Psychological Determinants of Turkish Farmers’ Health and Safety Behaviors: An Application of the Extended Theory of Planned Behavior

  • Hakan Baydur,
  • Erhan Eser,
  • Nesibe Efruz Sen Gundogan,
  • Emine Ayhan,
  • Sultan Eser,
  • Bahadır Dede,
  • Esin Hazneci,
  • Yeşim Benal Öztekin,
  • Galip Ekuklu and
  • Stephan Van den Broucke
  • + 1 author

Background: Structural and behavioral factors are among the causes of occupational accidents in agriculture. The SACURIMA Cost network developed a questionnaire to measure the determinants of farmers’ safety behavior based on the extended theor...

  • Article
  • Open Access
3,372 Views
14 Pages

Self-help organizations (SHOs) enable patients with chronic health conditions (PCHCs) to overcome common difficulties through the exchange of knowledge and mutual assistance, which serves as the basis for promoting the self-reliance and well-being of...

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