Analysis of the factor structure of the Sociocultural Attitudes Towards Appearance Questionnaire (SATAQ-3) in Spanish secondary-school students through exploratory structural equation modeling.

The aims of the present study were: (1) to assess the factor structure of the SATAQ-3 in Spanish secondary-school students by means of exploratory factor analysis (EFA), confirmatory factor analysis (CFA) and exploratory structural equation modeling (ESEM) models; and (2) to study its invariance by sex and school grade. ESEM is a technique that has been proposed for the analysis of internal structure that overcomes some of the limitations of EFA and CFA. Participants were 1559 boys and girls in grades seventh to tenth. The results support the four-factor solution of the original version, and reveal that the best fit was obtained with ESEM, excluding Item 20 and with correlated uniqueness between reverse-keyed items. Our version shows invariance by sex and grade. The differences between scores of different groups are in the expected direction, and support the validity of the questionnaire. We recommend a version excluding Item 20 and without reverse-keyed items.

[1]  J. Thompson,et al.  Handbook of Eating Disorders and Obesity , 2004 .

[2]  E. Wertheim The prevention of eating problems and eating disorders: Theory, research and practice— Levine, M. P. and Smolak, L. Mahwah , 2006 .

[3]  Donald R. McCreary,et al.  Handbook of Gender Research in Psychology , 2010 .

[4]  Todd Jackson,et al.  Factor structure of the Sociocultural Attitudes Towards Appearance Questionnaire-3 (SATAQ-3) among adolescent boys in China. , 2010, Body image.

[5]  Gordon W. Cheung,et al.  Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance , 2002 .

[6]  Christopher L. Vowels,et al.  Meta-Analyses of the Effects of Media Images on Men's Body-image Concerns , 2008 .

[7]  S. Moreno,et al.  English and Spanish versions of the Body Shape Questionnaire: measurement equivalence across ethnicity and clinical status. , 2008, The International journal of eating disorders.

[8]  V. Swami An examination of the factor structure of the Sociocultural Attitudes Towards Appearance Questionnaire-3 in Malaysia. , 2009, Body image.

[9]  P. Lewinsohn,et al.  Epidemiology and natural course of eating disorders in young women from adolescence to young adulthood. , 2000, Journal of the American Academy of Child and Adolescent Psychiatry.

[10]  E. Stice,et al.  Eating disorder prevention programs: a meta-analytic review. , 2004, Psychological bulletin.

[11]  R. MacCallum,et al.  Model modifications in covariance structure analysis: the problem of capitalization on chance. , 1992, Psychological bulletin.

[12]  Jacques Grégoire,et al.  International test commission , 2010 .

[13]  D. Russell In Search of Underlying Dimensions: The Use (and Abuse) of Factor Analysis in Personality and Social Psychology Bulletin , 2002 .

[14]  Craig K. Enders,et al.  The Relative Performance of Full Information Maximum Likelihood Estimation for Missing Data in Structural Equation Models , 2001 .

[15]  J. Jackson Barnette,et al.  Effects of Stem and Likert Response Option Reversals on Survey Internal Consistency: If You Feel the Need, There is a Better Alternative to Using those Negatively Worded Stems , 2000 .

[16]  J. Crowther,et al.  Psychological and behavioral correlates of the SATAQ-3 with males. , 2008, Body image.

[17]  E. Stice,et al.  Thin-Ideal Internalization: Mounting Evidence for a New Risk Factor for Body-Image Disturbance and Eating Pathology , 2001 .

[18]  J. Thompson,et al.  The use of the sociocultural attitudes towards appearance questionnaire with middle school boys and girls. , 2001, The International journal of eating disorders.

[19]  Anna Blond,et al.  Impacts of exposure to images of ideal bodies on male body dissatisfaction: a review. , 2008, Body image.

[20]  Chester A. Schriesheim,et al.  The Effect of Negation and Polar Opposite Item Reversals on Questionnaire Reliability and Validity: An Experimental Investigation , 1991 .

[21]  Jacob Cohen Statistical Power Analysis for the Behavioral Sciences , 1969, The SAGE Encyclopedia of Research Design.

[22]  Marjorie Valls,et al.  Étude de validation de la version française du Sociocultural Attitudes Towards Appearance Questionnaire (SATAQ-3) chez les adolescents garçons , 2010 .

[23]  H. Marsh Application of Confirmatory Factor Analysis and Structural Equation Modeling in Sport and Exercise Psychology , 2012 .

[24]  R. Vandenberg,et al.  A Review and Synthesis of the Measurement Invariance Literature: Suggestions, Practices, and Recommendations for Organizational Research , 2000 .

[25]  Sarah K. Murnen,et al.  “Everybody Knows That Mass Media Are/Are Not [pick one] a Cause of Eating Disorders”: A Critical Review of Evidence for a Causal Link Between Media, Negative Body Image, and Disordered Eating in Females , 2009 .

[26]  Duane T. Wegener,et al.  Evaluating the use of exploratory factor analysis in psychological research. , 1999 .

[27]  Cortney S Warren The influence of awareness and internalization of Western appearance ideals on body dissatisfaction in Euro-American and Hispanic males. , 2008 .

[28]  F. Alsaker,et al.  Validation of the German version of the Sociocultural Attitudes Towards Appearance Questionnaire (SATAQ-G). , 2009, Body image.

[29]  Ulrich Trautwein,et al.  Please Scroll down for Article Structural Equation Modeling: a Multidisciplinary Journal Exploratory Structural Equation Modeling, Integrating Cfa and Efa: Application to Students' Evaluations of University Teaching , 2022 .

[30]  E. Stice,et al.  A meta-analytic review of eating disorder prevention programs: encouraging findings. , 2007, Annual review of clinical psychology.

[31]  N. Haug,et al.  Validation and predictive utility of the Sociocultural Attitudes Toward Appearance Questionnaire for Eating Disorders (SATAQ-ED): internalization of sociocultural ideals predicts weight gain. , 2008, Body image.

[32]  E. Stice,et al.  Age of onset for binge eating and purging during late adolescence: a 4-year survival analysis. , 1998, Journal of abnormal psychology.

[33]  T. Brown,et al.  Confirmatory Factor Analysis for Applied Research , 2006 .

[34]  D. Boomsma,et al.  Sex Differences in Sum Scores May Be Hard to Interpret , 2009, Assessment.

[35]  M. Levine,et al.  The Prevention of Eating Problems and Eating Disorders: Theory, Research, and Practice , 2005 .

[36]  Michael P. Levine,et al.  Influence of Mass Media on Body Image and Eating Disordered Attitudes and Behaviors in Females: A Review of Effects and Processes , 2010 .

[37]  J. Thompson,et al.  The sociocultural attitudes towards appearance scale-3 (SATAQ-3): development and validation. , 2004, The International journal of eating disorders.

[38]  J. Thompson,et al.  Body image and body shape ideals in magazines: exposure, awareness, and internalization , 1997 .

[39]  A. Rousseau,et al.  The Sociocultural Attitudes Towards Appearance Scale-3 (SATAQ-3) : étude de validation de la version française , 2010 .

[40]  M. Brannick,et al.  The Influence of Sociocultural Factors on Body Image: A Meta‐Analysis , 2006 .

[41]  E. Fonseca-Pedrero,et al.  Factorial structure and measurement invariance of the Bulimic Investigatory Test, Edinburgh across gender and age , 2011 .

[42]  D. Markland,et al.  The Sociocultural Attitudes Towards Appearance Questionnaire-3: a confirmatory factor analysis. , 2008, Body image.

[43]  W. Meredith Measurement invariance, factor analysis and factorial invariance , 1993 .

[44]  H. Madanat,et al.  Validation of the Sociocultural Attitudes Towards Appearance Questionnaire-3 among a random sample of Jordanian women. , 2006, Body image.

[45]  R. Eklund,et al.  Handbook of sport psychology, 3rd ed. , 2007 .

[46]  Sarah K. Murnen,et al.  The effect of experimental presentation of thin media images on body satisfaction: a meta-analytic review. , 2002, The International journal of eating disorders.

[47]  H. Hausenblas,et al.  Handbook of Sport Psychology , 2020 .

[48]  S. Durkin,et al.  An integrative model of the impact of exposure to idealized female images on adolescent girls' body satisfaction. , 2007 .

[49]  L. M. Ward,et al.  The role of the media in body image concerns among women: a meta-analysis of experimental and correlational studies. , 2008, Psychological bulletin.

[50]  P. Lachenbruch Statistical Power Analysis for the Behavioral Sciences (2nd ed.) , 1989 .

[51]  Timothy A Brown,et al.  The NEO Five-Factor Inventory: Latent Structure and Relationships With Dimensions of Anxiety and Depressive Disorders in a Large Clinical Sample , 2011, Assessment.

[52]  George A. Marcoulides,et al.  Introduction to Psychometric Theory , 2010 .

[53]  R. Hoyle Structural equation modeling: concepts, issues, and applications , 1997 .

[54]  M. Levine,et al.  Media's Role in the Perpetuation and Prevention of Negative Body Image and Disordered Eating. , 2004 .

[55]  Dimiter M. Dimitrov,et al.  Testing for Factorial Invariance in the Context of Construct Validation , 2010 .

[56]  J. Fauquet,et al.  Impact of a School-Based Disordered Eating Prevention Program in Adolescent Girls: General and Specific Effects Depending on Adherence to the Interactive Activities , 2011, The Spanish journal of psychology.

[57]  J. Thompson,et al.  Development and validation of the Sociocultural Attitudes Towards Appearance Questionnaire. , 1995, The International journal of eating disorders.

[58]  B. Zumbo,et al.  Measurement Invariance of the Appearance Schemas Inventory–Revised and the Body Image Quality of Life Inventory Across Age and Gender , 2008, Assessment.

[59]  Rachel M. Calogero,et al.  The Sociocultural Attitudes Toward Appearance Questionnaire (SATAQ-3): reliability and normative comparisons of eating disordered patients. , 2004, Body image.

[60]  B. Muthén,et al.  Exploratory Structural Equation Modeling , 2009 .

[61]  Ulrich Trautwein,et al.  A new look at the big five factor structure through exploratory structural equation modeling. , 2010, Psychological assessment.

[62]  Tenko Raykov,et al.  Evaluation of Scale Reliability for Unidimensional Measures Using Latent Variable Modeling , 2009 .

[63]  Rachel M. Calogero,et al.  Gender and Body Image , 2010 .

[64]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[65]  R. Hambleton,et al.  Adapting educational and psychological tests for cross-cultural assessment , 2004 .