The Factor Structure of Social Cognition in Schizophrenia: A Focus on Replication With Confirmatory Factor Analysis and Machine Learning

2020 ◽  
pp. 216770262095152
Author(s):  
Philipp Riedel ◽  
William P. Horan ◽  
Junghee Lee ◽  
Gerhard S. Hellemann ◽  
Michael F. Green
Keyword(s):  
Machine Learning ◽  
Social Cognition ◽  
Factor Structure ◽  
Social Cognitive ◽  
Linear Models ◽  
Factor Model ◽  
Confirmatory Factor Analyses ◽  
Attributional Bias ◽  
Confirmatory Factor ◽  
High Level

Social cognition has become a major focus in psychosis research aimed at explaining heterogeneity in functional outcome and developing interventions oriented to functional recovery. However, there is still no consensus on the structure of social cognition in psychosis, and research in this area has been plagued by lack of replication. Our first goal was to replicate the factor structure of social cognition using nearly identical tasks in independent samples. Our second goal was to externally validate the factors as they relate to nonsocial cognition and various symptoms in the prediction of functioning using machine learning. Confirmatory factor analyses validated a three-factor model for social cognition in psychosis (low-level, high-level, attributional bias factor). A least absolute shrinkage and selection operator regression and cross-validation provided evidence for external validity of data-driven linear models including the social-cognitive factors, nonsocial cognition, and symptoms. We addressed the replicability problems that have impeded research in this area, and our results will guide future psychosis studies.

scholarly journals Factor Structure and Gender Invariance Testing for the Sport Anxiety Scale-2 (SAS-2)

2018 ◽  
Vol 12 (2) ◽  
pp. 201-217
Author(s):  
Leilani A. Madrigal ◽  
Vincenzo Roma ◽  
Todd Caze ◽  
Arthur Maerlender ◽  
Debra Hope
Keyword(s):  
Factor Analysis ◽  
Factor Structure ◽  
Online Survey ◽  
Factor Model ◽  
Anxiety Scale ◽  
Negative Evaluation ◽  
Psychometric Validation ◽  
Confirmatory Factor Analyses ◽  
Analysis Group ◽  
Confirmatory Factor

This study aimed to provide further psychometric validation of the Sport Anxiety Scale-2 (SAS-2) by assessing the factor structure, invariance across gender, and convergent and divergent validity of the SAS-2 by correlating both related (i.e., anxiety sensitivity, brief fear of negative evaluation, intolerance of uncertainty, and negative affect) and unrelated constructs (i.e., positive affect, self-confidence). A total of 542 current and former competitive athletes completed a questionnaire through Amazon’s Mechanical Turk system. All data were collected via online survey. Participants were randomly assigned to an exploratory factor analysis (n = 271) and confirmatory factor analysis group (n = 271). Results indicated that both exploratory and confirmatory factor analyses supported the three-factor model of anxiety involving somatic anxiety, worry, and concentration disruption. Additionally, this study found the SAS-2 to be reliable, gender invariant, and have strong construct validity. Our findings extend the generalizability of the SAS-2 in more varied populations of athletic backgrounds.

The Factor Structure of the Aggression Questionnaire With Violent Offenders

2017 ◽  
Vol 62 (7) ◽  
pp. 1888-1905 ◽  
Author(s):  
Cathrine Pettersen ◽  
Kevin L. Nunes ◽  
Franca Cortoni
Keyword(s):  
Factor Structure ◽  
Factor Model ◽  
Short Form ◽  
Violent Offenders ◽  
Self Report ◽  
Violent Offender ◽  
Careful Examination ◽  
Confirmatory Factor Analyses ◽  
Confirmatory Factor ◽  
Aggression Questionnaire

The Buss-Perry Aggression Questionnaire (AQ) is a self-report measure of aggressiveness commonly employed in nonforensic and forensic settings and is included in violent offender pre- and posttreatment assessment batteries. The aim of the current study was to assess the fit of the four-factor model of the AQ with violent offenders ( N = 271), a population for which the factor structure of the English version of the AQ has not previously been examined. Confirmatory factor analyses did not yield support for the four-factor model of the original 29-item AQ. Acceptable fit was obtained with the 12-item short form, but careful examination of the relationships between the latent factors revealed that the four subscales of the AQ may not represent distinct aspects of aggressiveness. Our findings call into question whether the AQ optimally measures trait aggressiveness among violent offenders.

scholarly journals Factor structure of Raven's Coloured Progressive Matrices

Psico-USF ◽  
2016 ◽  
Vol 21 (2) ◽  
pp. 259-272 ◽  
Author(s):  
Monalisa Muniz ◽  
Cristiano Mauro Assis Gomes ◽  
Sonia Regina Pasian
Keyword(s):  
Standard Deviation ◽  
Factor Structure ◽  
Factor Model ◽  
Specific Factor ◽  
General Factor ◽  
Factor Analyses ◽  
Confirmatory Factor Analyses ◽  
Confirmatory Factor ◽  
Specific Factors ◽  
Three Factor

Abstract This study's objective was to verify the factor structure of Raven's Coloured Progressive Matrices (CPM). The database used included the responses of 1,279 children, 50.2% of which were males with an average age of 8.48 years old and a standard deviation of 1.49 yrs. Confirmatory factor analyses were run to test seven models based on CPM theory and on a Brazilian study addressing the test's structure. The results did not confirm the CPM theoretical proposition concerning the scales but indicated that the test can be interpreted by one general factor and one specific factor or one general factor and three specific factors; both are bi-dimensional models. The three-factor model is, however, more interpretable, suggesting that the factors can be used as a means of screening children's cognitive developmental stage.

Self-Blame in Adolescents Who Have Been Sexually Abused: Factor Structure and Differential Correlates of Abuse-Specific and Global Measures

Assessment ◽  
2021 ◽  
pp. 107319112110276
Author(s):  
Caitlin Rancher ◽  
Renee McDonald ◽  
Akihito Kamata ◽  
Mindy Jackson ◽  
Ernest N. Jouriles
Keyword(s):  
Sexual Abuse ◽  
Factor Structure ◽  
Sexually Abused ◽  
Factor Model ◽  
Model Fit ◽  
Confirmatory Factor Analyses ◽  
Self Blame ◽  
Confirmatory Factor ◽  
Two Factors ◽  
Highly Correlated

Self-blame appraisals are frequently studied among adolescents following sexual abuse. However, the conceptualization and operationalization of self-blame varies across studies, with some examining self-blame specific to the abuse and others examining global self-blame. The present study examined the factor structure and theorized correlates of measures of self-blame appraisals among a sample of adolescents who had been sexually abused ( N = 493, 91% female). Results of confirmatory factor analyses indicated that a two-factor model, in which abuse-specific and global self-blame appraisals load onto separate factors, produced a superior model fit compared with a single-factor model, though the two factors were highly correlated. Abuse-specific and global self-blame appraisals are differentially associated with theorized correlates, such as experiencing coercion during the abuse. Taken together, the findings suggest that adolescents’ abuse-specific and global self-blame appraisals following sexual abuse are measuring distinct constructs.

Development and preliminary evaluation of a brief five-factor personality instrument

2021 ◽  
Vol 49 (7) ◽  
pp. 1-8
Author(s):  
Weiliang Lim ◽  
Elaine Chapman
Keyword(s):  
Internal Structure ◽  
Factor Structure ◽  
Factor Model ◽  
Five Factor Model ◽  
Personality Factor ◽  
Preliminary Evaluation ◽  
Response Format ◽  
Factor Analyses ◽  
Confirmatory Factor Analyses ◽  
Confirmatory Factor

Instruments to measure personality traits in the five-factor model of personality are typically lengthy, which can hamper their use in studies with multiple measures. In this study we developed a brief five-factor instrument based on a bipolar statement response format and validated the instrument for use in the Singapore education context. The 20-item Brief Five-Factor Instrument (BFFI) comprises four items to measure each personality factor in the five-factor model. To evaluate the internal structure of the BFFI, students at two polytechnics in Singapore responded to the scale (Polytechnic A, n = 421; Polytechnic B, n = 271). Exploratory and confirmatory factor analyses were conducted to evaluate the factor structure of the measure. Results suggest that the BFFI has promise for use in the Singapore education context.

scholarly journals The 21-item Barratt Impulsiveness Scale Revised (BIS-R-21): An alternative three-factor model

2020 ◽  
Vol 9 (2) ◽  
pp. 225-246
Author(s):  
Máté Kapitány-Fövény ◽  
Róbert Urbán ◽  
Gábor Varga ◽  
Marc N. Potenza ◽  
Mark D. Griffiths ◽  
...  
Keyword(s):  
Factor Structure ◽  
Factor Model ◽  
Measurement Model ◽  
Self Report ◽  
Factor Analyses ◽  
Confirmatory Factor Analyses ◽  
Barratt Impulsiveness Scale ◽  
Confirmatory Factor ◽  
Cognitive Impulsivity ◽  
Three Factor

AbstractBackground and aimsDue to its important role in both healthy groups and those with physical, mental and behavioral disorders, impulsivity is a widely researched construct. Among various self-report questionnaires of impulsivity, the Barratt Impulsiveness Scale is arguably the most frequently used measure. Despite its international use, inconsistencies in the suggested factor structure of its latest version, the BIS-11, have been observed repeatedly in different samples. The goal of the present study was therefore to test the factor structure of the BIS-11 in several samples.MethodsExploratory and confirmatory factor analyses were conducted on two representative samples of Hungarian adults (N = 2,457; N = 2,040) and a college sample (N = 765).ResultsAnalyses did not confirm the original model of the measure in any of the samples. Based on explorative factor analyses, an alternative three-factor model (cognitive impulsivity; behavioral impulsivity; and impatience/restlessness) of the Barratt Impulsiveness Scale is suggested. The pattern of the associations between the three factors and aggression, exercise, smoking, alcohol use, and psychological distress supports the construct validity of this new model.DiscussionThe new measurement model of impulsivity was confirmed in two independent samples. However, it requires further cross-cultural validation to clarify the content of self-reported impulsivity in both clinical and nonclinical samples.

scholarly journals The Well-being Questionnaire: evidence for a three-factor structure with 12 items (W-BQ12)

2000 ◽  
Vol 30 (2) ◽  
pp. 455-462 ◽  
Author(s):  
F. POUWER ◽  
F. J. SNOEK ◽  
H. M. VAN DER PLOEG ◽  
H. J. ADÈR ◽  
R. J. HEINE
Keyword(s):  
Factor Structure ◽  
Factor Model ◽  
Well Being ◽  
Factor Analyses ◽  
Confirmatory Factor Analyses ◽  
Confirmatory Factor ◽  
Exploratory Factor Analyses ◽  
Group A ◽  
Group B ◽  
Three Factor

Background. The Well-being Questionnaire (W-BQ) has been designed to measure psychological well-being in people with a chronic somatic illness and is recommended by the World Health Organization for widespread use. However, studies into the factor structure of this instrument are still limited and their findings are inconsistent. This study aimed to investigate the factor structure of the Dutch version of the W-BQ.Methods. A cross-validation design was used. A total of 1472 people with diabetes completed the W-BQ and were randomly assigned to group A or B. In group A (N = 736), exploratory factor analyses were conducted. Group B (N = 736) was split up into four subgroups of male or female patients with type 1 or type 2 diabetes. In these subgroups, confirmatory factor analyses were employed to test the model(s) developed in group A and the two models described in the literature (four-factor model with 22 items and a three-factor model with 12 items).Results. Exploratory factor analyses yielded a three-factor model with 21 items (negative well-being, energy and positive well-being). In the subgroups of group B confirmatory factor analyses only accepted the three-factor model with 12 items. This factor solution was stable across gender, type of diabetes and level of education.Conclusions. The best description of the factor structure of the Dutch translation of the W-BQ was given by a three-factor solution with 12 items (W-BQ12), measuring positive well-being (four items), negative well-being (four items) and energy (four items).

scholarly journals Examining the validity of the personal-social responsibility questionnaire among athletes

2015 ◽  
Vol 21 (3) ◽  
pp. 321-328 ◽  
Author(s):  
Paulo Martins ◽  
António Rosado ◽  
Vítor Ferreira ◽  
Rui Biscaia
Keyword(s):  
Social Responsibility ◽  
Factor Structure ◽  
Factor Model ◽  
Validity And Reliability ◽  
Evaluation Tool ◽  
Research Directions ◽  
Confirmatory Factor Analyses ◽  
Two Samples ◽  
Confirmatory Factor ◽  
Personal And Social Responsibility

AbstractThe teaching personal-social responsibility (TPSR) model is a well-established approach for developing positive social behaviors. However, today's research community has diagnosed the need to gather greater empirical evidence regarding the consistency of the evaluation tool in measuring personal-social responsibility levels. Thus, this study was geared towards testing the validity and reliability of a two factor model of the Personal and Social Responsibility Questionnaire (PSRQ) among athletes. A questionnaire was administered to 517 athletes, distributed into two representative samples of different competitive levels, sports and regions. Exploratory and confirmatory factor analyses were used to examine the PSRQ's factor structure. The scale showed good psychometric properties and the factor structure was stable in the two samples, providing evidence of cross validity. Implications and research directions of these results are discussed.

The Emotional Contagion Scale: Factor Structure and Psychometric Properties in a Portuguese Sample

2012 ◽  
Vol 111 (3) ◽  
pp. 898-904 ◽  
Author(s):  
Rita Rueff-Lopes ◽  
António Caetano
Keyword(s):  
Psychometric Properties ◽  
Factor Structure ◽  
Internal Consistency ◽  
Discriminant Validity ◽  
Factor Model ◽  
Emotional Contagion ◽  
Confirmatory Factor Analyses ◽  
Convergent And Discriminant Validity ◽  
Confirmatory Factor ◽  
Good Internal Consistency

This manuscript examined the psychometric properties and factor structure of the Emotional Contagion Scale in a Portuguese sample. The original scale was first given to a sample of 1,445 individuals to verify its internal consistency. Both exploratory and confirmatory factor analyses were performed. Results suggested that the data from the Emotional Contagion Scale are best fit by a one-factor model. Differences between sexes were assessed and higher susceptibility to emotional contagion was observed in women than in men. Convergent and discriminant validity analyses were also conducted. The Portuguese version of the Emotional Contagion Scale also had good internal consistency and test-retest reliabilities; thus it is a psychometrically sound measure within a Portuguese population.

Evaluations of the Psychometric Properties of the Recovery-Stress Questionnaire for Athletes among a Sample of Young French Table Tennis Players

2014 ◽  
Vol 114 (2) ◽  
pp. 326-340 ◽  
Author(s):  
Guillaume Martinent ◽  
Jean-Claude Decret ◽  
Edith Filaire ◽  
Sandrine Isoard-Gautheur ◽  
Claude Ferrand
Keyword(s):  
Factor Structure ◽  
Factor Model ◽  
Reliability And Validity ◽  
Self Report ◽  
Table Tennis ◽  
Recovery Stress ◽  
Factor Analyses ◽  
Confirmatory Factor Analyses ◽  
Tennis Players ◽  
Confirmatory Factor

This study used confirmatory factor analyses (CFAs) among a sample of young French table tennis players to test: (a) original 19-factor structure, (b) 14-factor structure recently suggested in literature, and (c) hierarchical factor structure of the Recovery-Stress Questionnaire for Athletes (RESTQ–Sport). 148 table tennis players completed the RESTQ–Sport and other self-report questionnaires between one to five occasions with a delay of 1 mo. between each completion. Results of CFAs showed: (a) evidence for relative superiority of the original model in comparison to an alternative model recently proposed in literature, (b) a good fit of the data for the 67-item 17-factor model of the RESTQ–Sport, and (c) an acceptable fit of the data for the hierarchical model of the RESTQ–Sport. Correlations between RESTQ–Sport subscales and burnout and motivation subscales also provided evidence for criterion-related validity of the RESTQ–Sport. This study provided support for reliability and validity of the RESTQ–Sport.

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