Cross-validation of the short form of the physical self-inventory (PSI-S) using exploratory structural equation modeling (ESEM)

Psychology of Sport and Exercise

Volumn 12, Issue 5, 2011, Pages 540-554

  Morin, Alexandre J S ^a,b   Maïano, Christophe ^c  

^a UNIVERSITÉ DE SHERBROOKE   (Canada)

^b UNIVERSITY OF WESTERN SYDNEY   (Australia)

^c AIX MARSEILLE UNIVERSITY   (France)

Author keywords

Convergent validity; ESEM; Exploratory structural equation modeling; Measurement invariance; Physical self concept; Physical self inventory; Reliability; Short form

Indexed keywords

EID: 79960959780     PISSN: 14690292     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.psychsport.2011.04.003     Document Type: Article

References (123)

1. Alsaker F.D. Timing of puberty and reactions to pubertal changes. Psychosocial disturbances in young people: Challenges for prevention 1995, 37-82. Cambridge University, New York, NY. M. Rutter (Ed.).
2. Angold A., Worthman C.M. Puberty onset of gender differences in rates of depression: a developmental, epidemiologic and neuroendocrine perspective. Journal of Affective Disorders 1993, 29:145-158.
3. Aşç1 F.H. An investigation of age and gender differences in physical self-concept among Turkish late adolescents. Adolescence 2002, 37:365-371.
4. Aşç1 F.H., Eklund R.C., Whitehead J.R., Kirazci S., Koca C. Use of the CY-PSPP in other cultures: a preliminary investigation of its factorial validity for Turkish children and youth. Psychology of Sport & Exercise 2005, 6:33-50.
5. Asparouhov T., Muthén B. Exploratory structural equation modeling. Structural Equation Modeling 2009, 16:397-438.
6. Atzienga F.L., Balaguer I., Moreno Y., Fox K.R. El perfil de autopercepción física: propiedades psicométricas de la versión española y análisis de la estructura jerárquica de las autopercepciones físicas. Psicothema 2004, 16:461-467.
7. Bagozzi R.P., Kimmel S.K. A comparison of leading theories for the prediction of goal directed behaviours. British Journal of Social Psychology 1995, 34:437-461.
8. Barendse M.T., Oort F.J., Garst G.J.A. Using restricted factor analysis with latent moderated structures to detect uniform and nonuniform measurement bias: a simulation study. AStA Advances in Statistical Analysis 2010, 94:117-127.
9. Beauducel A., Herzberg P.Y. On the performance of maximum likelihood versus means and variance adjusted weighted least squares estimation in CFA. Structural Equation Modeling 2006, 13:186-203.
10. Bernaards C.A., Jennrich R.I. Gradient projection algorithms and software for arbitrary rotation criteria in factor analysis. Educational & Psychological Measurement 2005, 65:676-696.
11. Bernardo R.P.S., Matos (de) M.G. Adaptação Portuguesa do Physical Self-Perception Profile for Children and Youth e do Perceived Importance Profile for Children and Youth. Análise Psicológica 2003, 21:127-144.
12. Biddle S., Page A., Ashford B., Jennings D., Brooke R., Fox K. Assessment of children's physical self-perceptions. International Journal of Adolescence & Youth 1993, 4:93-109.
13. Brown J.D., Dutton K.A., Cook K.E. From the top down: self-esteem and self-evaluation. Cognition & Emotion 2001, 15:615-631.
14. Browne M.W. An overview of analytic rotation in exploratory factor analysis. Multivariate Behavioral Research 2001, 36:111-150.
15. Byrne B.M. Factor analytic models: viewing the structure of an assessment instrument from three perspectives. Journal of Personality Assessment 2005, 85:17-32.
16. Chen F.F. Sensitivity of goodness of fit indexes to lack of measurement. Structural Equation Modeling 2007, 14:464-504.
17. Cheung G.W., Rensvold R.B. Evaluating goodness-of fit indexes for testing measurement invariance. Structural Equation Modeling 2002, 9:233-255.
18. Cicchetti D., Rogosch F.A. A developmental psychopathology perspective on adolescence. Journal of Consulting & Clinical Psychology 2002, 70:6-20.
19. Cole T.J. A method for assessing age-standardized weight-for-height in children seen cross-sectionally. Annals of Human Biology 1979, 6:249-268.
20. Cole T.J., Bellizzi M., Flegal K., Dietz W. Overweight and obesity worldwide: international establishing a standard definition for child survey. British Medical Journal 2000, 320:1240-1243.
21. Cole T.J., Flegal K., Nicholls D., Jackson A. Body mass index cut offs to define thinness in children and adolescents: international survey. British Medical Journal 2007, 335:194-197.
22. Coopersmith S. The antecedents of self-esteem 1967, WH Freeman, San Francisco.
23. Coopersmith S. Inventaire d'estime de soi 1984, Centre de Psychologie Appliquée, Paris, France.
24. Crocker P., Kowalski N., Kowalski K., Chad K., Humbert L., Forrester S. Smoking behaviour and dietary restraint in young adolescent women: the role of physical self-perceptions. Canadian Journal of Public Health 2001, 92:428-432.
25. Crocker P., Sabiston C., Forrestor S., Kowalski N., Kowalski K., McDonough M. Predicting change in physical activity, dietary restraint, and physique anxiety in adolescent girls. Examining covariance in physical self-perceptions. Canadian Journal of Public Health 2003, 94:322-337.
26. Dolan C.V. Factor analysis of variables with 2, 3, 5 and 7 response categories: a comparison of categorical variable estimators using simulated data. British Journal of Mathematical & Statistical Psychology 1994, 47:309-326.
27. Dolan C.V., Oort F.J., Stoel R.D., Wicherts J.M. Testing measurement invariance in the target rotated multigroup exploratory factor model. Structural Equation Modeling 2009, 16:295-314.
28. Eccles J.S., Midgley C., Buchanan C.M., Wigfield A., Reuman D., Mac Iver D. Development during adolescence: the impact of stage/environment fit. American Psychologist 1993, 48:90-101.
29. Eiser C., Eiser J.R., Havermans T. The measurement of self-esteem: practical and theoretical considerations. Personality & Individual Differences 1995, 18:429-432.
30. Eklund R.C., Whitehead J.R., Welk G.J. Validity of the children and youth physical self-perception profile: a confirmatory factor analysis. Research Quarterly for Exercise & Sport 1997, 68:249-256.
31. Enders C.K. Applied missing data analysis 2010, Guilford, New York, NY.
32. Fonseca A.M., Fox K.R. Como avaliar o modo como as pessoas se percebem fisicamente? Um olhar sobre a versão portuguesa do Physical Self-Perception Profile (PSPP). Revista Portuguesa de Ciências do Desporto 2002, 2:11-23.
33. Fox K.R. Advances in the measurement of the physical self. Advances in sport and exercise psychology measurement 1998, 295-310. Fitness Information Technology, Morgantown, WV. J.L. Duda (Ed.).
34. Fox K.R. Self-esteem, self-perception and exercise. International Journal of Sport Psychology 2000, 31:228-240.
35. Fox K.R., Corbin C.B. The physical self-perception profile: development and preliminary validation. Journal of Sport & Exercise Psychology 1989, 11:408-430.
36. French S.A., Story M., Perry C.L. Self-esteem and obesity in children and adolescents: literature review. Obesity Research 1995, 3:479-490.
37. Garner D.M., Olmstead M.P., Bohr Y., Garfinkel P.E. The eating attitude test: psychometric features and clinical correlates. Psychological Medicine 1982, 12:871-878.
38. Graham J.W. Missing data analysis: making it work in the real world. Annual Review of Psychology 2009, 60:549-576.
39. Griffiths L.J., Parsons T.J., Hill A.J. Self-esteem and quality of life in obese children and adolescents: a systematic review. International Journal of Pediatric Obesity 2010, 5:282-304.
40. Hagger M., Ashford B., Stambulova N. Physical self-perceptions: a cross-cultural assessment in Russian children. European Journal of Physical Education 1997, 2:228-245.
41. Hagger M.S., Asç1 F.H., Lindwall M. A cross-cultural evaluation of a multidimensional and hierarchical model of physical self-perceptions in three national samples. Journal of Applied Social Psychology 2004, 34:1075-1107.
42. Hagger M.S., Biddle S.J.H., Wang C.K.J. Physical self-concept in adolescence: generalizability of a multidimensional, hierarchical model across gender and grade. Educational & Psychological Measurement 2005, 65:297-322.
43. Hagger M.S., Stevenson A. Social physique anxiety and physical self-esteem: gender and age effects. Psychology & Health 2010, 25:89-110.
44. Hagger M.S., Stevenson A., Chatzisarantis N.L.D., Pereira Gaspar P.M., Leitão Ferreira P.M., González Ravé J.M. Physical self-concept and social physique anxiety: invariance across culture, gender and age. Stress & Health 2010, 26:304-329.
45. Halpern C.T., Udry J.R., Campbell B., Suchindran C. Effects of body fat on weight concerns, dating, and sexual activity: a longitudinal analysis of black and white adolescent girls. Developmental Psychology 1999, 35:721-736.
46. Hart E.H., Leary M.R., Rejeski W.J. The measurement of social physique anxiety. Journal of Sport & Exercise Psychology 1989, 11:94-104.
47. Harter S. The construction of the self: A developmental perspective 1999, Guilford, New York, NY.
48. Hau K.T., Sung R.Y.T., Yu C.W., Marsh H.W., Lau P.W.C. Factorial structure and comparison between obese and nonobese: Chinese children's physical self-concept. The new frontiers of self research 2005, 259-272. Information Age Publishing, Charlotte, NC. H.W. Marsh, R.G. Craven, D.M. McInerney (Eds.).
49. Hildebrandt A., Wilhelm O., Robitzsch A. Complementary and competing factor analytic approaches for the investigation of measurement invariance. Review of Psychology 2009, 16:87-102.
50. Hu L.-T., Bentler P.M. Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Structural Equation Modeling 1999, 6:1-55.
51. Jennrich R.I. Rotation methods, algorithms, and standard errors. Factor analysis at 100: Historical developments and future directions 2007, 315-335. Erlbaum, Mahwah, NJ. R. Cudeck, R.C. MacCallum (Eds.).
52. Lau P.W.C., Cheung M.W.L., Ransdell L.B. A structural equation model of the relationship between body perception and self-esteem: global physical self-concept as the mediator. Psychology of Sport & Exercise 2008, 9:493-509.
53. Lei P.-W. Evaluating estimation methods for ordinal data in structural equation modeling. Quality & Quantity 2009, 43:495-507.
54. Leichner P., Steiger H., Puentes-Neuman G., Perreault M., Gottheil N. Validation d'une échelle d'attitudes alimentaires auprès d'une population québécoise francophone. Revue Canadienne de Psychiatrie 1994, 39:49-54.
55. Lissau I., Overpeck M.D., Ruan W.J., Due P., Holstein B.E., Hediger M.L. Body mass index and overweight in adolescents in 13 European countries, Israël, and the United States. Archives of Pediatrics & Adolescent Medicine 2004, 158:27-33.
56. Lubke G.H., Muthén B.O. Applying multigroup confirmatory factor models for continuous outcomes to Likert scale data complicates meaningful group comparisons. Structural Equation Modeling 2004, 11:514-534.
57. Lundgren J.D., Anderson D.A., Thompson J.K. Fear of negative appearance evaluation: development and evaluation of a new construct for risk factor work in the field of eating disorders. Eating Behaviors 2004, 5:75-84.
58. MacCallum R.C., Browne M.W., Sugawara H.M. Power analysis and determination of sample size for covariance structure modeling. Psychological Methods 1996, 1:130-149.
59. MacCallum R.C., Zhang S., Preacher K.J., Rucker D.D. On the practice of dichotomization of quantitative variables. Psychological Methods 2002, 7:19-40.
60. Maïano C., Bégarie J., Morin A.J.S., Ninot G. Assessment of physical self-concept in adolescents with intellectual disability: content and factor validity of the very short form of the physical self-inventory. Journal of Autism & Developmental Disorders 2009, 39:775-787.
61. Maïano C., Morin A.J.S., Eklund R.C., Monthuy-Blanc J., Garbarino J.-M., Stephan Y. Construct validity of the social physique anxiety scale in a French adolescent sample. Journal of Personality Assessment 2010, 92:1-10.
62. Maïano C., Morin A.J.S., Monthuy-Blanc J., Garbarino J.-M. The body image avoidance questionnaire: assessment of its construct validity in community sample of French adolescents. International Journal of Behavioral Medicine 2009, 16:125-135.
63. Maïano C., Morin A.J.S., Monthuy-Blanc J., Garbarino J.-M. Construct validity of the fear of negative appearance evaluation scale in a community sample of French adolescents. European Journal of Psychological Assessment 2010, 26:19-27.
64. Maïano C., Morin A.J.S., Ninot G., Monthuy-Blanc J., Stephan Y., Florent J.-F., et al. A short and very short form of the physical self-inventory for adolescents: development and factor validity. Psychology of Sport & Exercise 2008, 9:830-847.
65. Marsh H.W. Construct validity of physical self-description questionnaire responses: relations to external criteria. Journal of Sport & Exercise Psychology 1996, 18:111-131.
66. Marsh H.W. The measurement of physical self-concept: a construct validation approach. The physical self 1997, 27-58. Human Kinetics, Champaign, IL. K.R. Fox (Ed.).
67. Marsh H.W. Age and gender effects in physical self-concepts for adolescent elite athletes and nonathletes: a multicohort-multioccasion design. Journal of Sport & Exercise Psychology 1998, 20:237-259.
68. Marsh H.W., Asçl F.H., Marco I.T. Multitrait-multimethod analyses of two physical self-concept instruments: a cross-cultural perspective. Journal of Sport & Exercise Psychology 2002, 24:99-119.
69. Marsh H.W., Balla J.R., Hau K.T. An evaluation of incremental fit indices: a clarification of mathematical and empirical processes. Advanced structural equation modeling techniques 1996, 315-353. Erlbaum, Hillsdale, NJ. G.A. Marcoulides, R.E. Schumacker (Eds.).
70. Marsh H.W., Bar-Eli M., Zach S., Richards G.E. Construct validation of Hebrew versions of three physical self-concept measures: an extended multitrait-multimethod analysis. Journal of Sport & Exercise Psychology 2006, 28:310-343.
71. Marsh, H. W., & Cheng, J. H. S. Measuring physical self-concept. In G. Tenenbaum, R. Eklund., & A. Kamata (Eds.), Handbook of measurement in sport and exercise psychology. Champaign, IL: Human Kinetics, in press.
72. Marsh H.W., Ellis L., Parada R., Richards G.E., Heubeck B. A short version of the self-description questionnaire II: operationalizing criteria for short-form evaluation with new applications of confirmatory factor analyses. Psychological Assessment 2005, 17:81-102.
73. Marsh H.W., Grayson D. Latent variable models of multitrait-multimethod data. Structural equation modeling: Concepts, issues and application 1995, 177-198. Sage, Thousand Oaks, CA. R.H. Hoyle (Ed.).
74. Marsh H.W., Hau K.-T., Grayson D. Goodness of fit evaluation in structural equation modeling. Psychometrics. A Festschrift to Roderick P. McDonald 2005, Erlbaum, Hillsdale, NJ. A. Maydeu-Olivares, J. McArdle (Eds.).
75. Marsh H.W., Hau K.T., Sung R.Y.T., Yu C.W. Childhood obesity, gender, actual-ideal body image discrepancies, and physical self-concept in Hong Kong children: cultural differences in the value of moderation. Developmental Psychology 2007, 43:647-662.
76. Marsh H.W., Hau K.T., Wen Z. In search of golden rules: comment on hypothesis testing approaches to setting cutoff values for fit indices and dangers in overgeneralising Hu & Bentler's (1999) findings. Structural Equation Modeling 2004, 11:320-341.
77. Marsh, H. W., Liem, G. A. D., Martin, A. J., Morin, A. J. S., & Nagengast, B. Methodological-measurement fruitfulness of exploratory structural equation modeling: new approaches to key substantive issues in motivation and engagement. Journal of Psychoeducational Assessment, in press.
78. Marsh H.W., Lüdtke O., Muthén B.O., Asparouhov T., Morin A.J.S., Trautwein U., et al. A new look at the big-five factor structure through exploratory structural equation modeling. Psychological Assessment 2010, 22:471-491.
79. Marsh, H. W., Lüdtke, O., Robitzsch, A., Nagengast, B., Morin, A. J. S., & Trautwein, U. Two wrongs do not make a right: camouflaging misfit with item-parcels in CFA models. Psychological Methods, under review.
80. Marsh H.W., Muthén B.O., Asparouhov T., Lüdtke O., Robitzsch A., Morin A.J.S., et al. Exploratory structural equation modeling, integrating CFA and EFA: application to students' evaluations of university teaching. Structural Equation Modeling 2009, 16:439-476.
81. Marsh, H. W., Nagengast, B., Morin, A. J. S., Parada, R. H., Craven, R. G., & Hamilton, L. R. Construct validity of the multidimensional structure of bullying and victimization: an application of exploratory structural equation modeling. Journal of Educational Psychology, in press.
82. Marsh H.W., O'Neill R. Self-description questionnaire III (SDQ III): the construct validity of multidimensional self-concept ratings by late-adolescents. Journal of Educational Measurement 1984, 21:153-174.
83. Marsh H.W., Redmayne R.S. A multidimensional physical self-concept and its relations to multiple components of physical fitness. Journal of Sport & Exercise Psychology 1994, 16:43-55.
84. Marsh H.W., Richards G.E., Johnson S., Roche L., Tremayne P. Physical self-description questionnaire: psychometric properties and a multitrait-multimethod analysis of relations to existing instruments. Journal of Sport & Exercise Psychology 1994, 16:270-305.
85. Marsh H.W., Roche L.A. Predicting self-esteem from perceptions of actual and ideal ratings of body fatness: is there only one ideal supermodel?. Research Quarterly for Exercise & Sport 1996, 6:13-23.
86. Marsh H.W., Scalas L.F., Nagengast B. Longitudinal tests of competing factor structures for the Rosenberg self-esteem scale: traits, ephemeral artifacts, and stable response styles. Psychological Assessment 2010, 22:366-381.
87. McCrae R.R., Zonderman A.B., Costa P.T., Bond M.H., Paunonen S. Evaluating the replicability of factors in the revised NEO personality inventory: confirmatory factor analysis versus procrustes rotation. Journal of Personality & Social Psychology 1996, 70:552-566.
88. Meredith W. Measurement invariance, factor analysis and factorial invariance. Psychometrika 1993, 58:525-543.
89. Monsma E.V., Malina R.M. Correlates of eating disorders risk among female figure skates: a profile of adolescent competitors. Psychology of Sport & Exercise 2004, 5:447-460.
90. Monsma E.V., Malina R.M., Feltz D.L. Puberty and physical self-perceptions of competitive female figure skaters: an interdisciplinary approach. Research Quarterly for Exercise & Sport 2006, 77:158-166.
91. Moreno J.A., Cervelló E., Vear J.A., Ruiz L.M. Physical self-concept of Spanish schoolchildren: differences by gender, sport practice and levels of sport involvement. Journal of Education & Human Development 2007, 1:1-17.
92. Morin A.J.S., Maïano C., Marsh H.W., Janosz M., Nagengast B. The longitudinal interplay of adolescents' self-esteem and body image: a conditional autoregressive latent trajectory analysis. Multivariate Behavioral Research 2011, 46:157-201.
93. Motl R.W., Conroy C., Horan P.M. The social physique anxiety scale: an example of the potential consequences of negatively worded items in factorial validity studies. Journal of Applied Measurement 2001, 1:327-345.
94. Muthén L.K., Muthén B. Mplus user's guide 2010, Muthén & Muthén, Los Angeles, CA.
95. Ninot G., Delignières D., Fortes M. L'évaluation de l'estime de soi dans le domaine corporel. Sciences et Techniques des Activités Physiques et Sportives 2000, 53:35-48.
96. Page A., Ashford B., Fox K., Biddle S. Evidence of cross-cultural validity for the physical self-perception profile. Personality & Individual Differences 1993, 14:585-590.
97. Puhl R.M., Latner J.D. Stigma, obesity, and the health of the nation's children. Psychological Bulletin 2007, 133:557-580.
98. Rhemtulla M., Brosseau-Liard P., Savalei V. How many categories is enough to treat data as continuous? A comparison of robust continuous and categorical SEM estimation methods under a range of non-ideal situations http://www2.psych.ubc.ca/%7Emijke/files/HowManyCategories.pdf.
99. Robins R.W., Trzesniewski K.H., Tracy J.L., Gosling S.D., Potter J. Global self-esteem across the life span. Psychology & Aging 2002, 17:423-434.
100. Rosen J., Srebnik D., Saltzberg E., Wendt S. Development of a body image avoidance questionnaire. Psychological Assessment 1991, 3:32-37.
101. Rosenberg M. Society and the adolescent self-image 1965, Princeton University, New Jersey, NJ.
102. Sass D.A., Schmitt T.A. A comparative investigation of rotation criteria within exploratory factor analysis. Multivariate Behavioral Research 2010, 45:73-103.
103. Satorra A., Bentler P. A scaled difference chi-square test statistic for moment structure analysis 1999, Technical report, University of California, Los Angeles.
104. Schmitt T.A., Sass D.A. Rotation criteria and hypothesis testing for exploratory factor analysis: implications for factor pattern loadings and inter-factor correlations. Educational & Psychological Measurement 2011, 71:95-113.
105. Shavelson R.J., Hubner J.J., Stanton G.C. Self-concept: validation of construct interpretations. Review of Educational Research 1976, 46:407-411.
106. Siegel J.M., Yancey A.K., Aneshensel C.S., Schuler R. Body image, perceived pubertal timing, and adolescent mental health. Journal of Adolescent Health 1999, 25:155-165.
107. Sonstroem R.J. The validity of self-perceptions regarding physical and athletic ability. Medicine & Science in Sports 1976, 8:126-132.
108. Sonstroem R.J. Physical estimation and attraction scales: rationale and research. Medicine & Science in Sports 1978, 10:97-102.
109. Sonstroem R.J., Morgan W.P. Exercise and self-esteem: rationale and model. Medicine & Science in Sports & Exercise 1989, 21:329-337.
110. Sonstroem R.J., Speliotis E.D., Fava J.L. Perceived physical competence in adults: an examination of the physical self-perception profile. Journal of Sport & Exercise Psychology 1992, 14:207-221.
111. Steinberg L., Morris A. Adolescent development. Annual Review of Psychology 2001, 52:83-110.
112. Stice E., Bearman S.K. Body-image and eating disturbances prospectively predict increases in depressive symptoms in adolescent girls: a growth curve analysis. Developmental Psychology 2001, 37:597-607.
113. Streiner D.L. Starting at the beginning: an introduction to coefficient alpha and internal consistency. Journal of Personality Assessment 2003, 80:99-103.
114. Stunkard A.J., Sorenson T., Schulsinger F. Use of the Danish adoption registry for the study of obesity and thinness. The genetics of neurological and psychiatric disorders 1983, 115-120. Raven, New York. S. Kety (Ed.).
115. Sung R.Y.T., Yu C.W., So R.C.H., Lam P.K.W., Hau K.T. Self-perception of physical competences in preadolescent overweight Chinese children. European Journal of Clinical Nutrition 2005, 59:101-106.
116. Tomás J., Oliver A. Rosenberg's self-esteem scale: two method factors or method effects?. Structural Equation Modeling 1999, 6:84-98.
117. Twenge J.M., Crocker J. Race and self-esteem: meta-analyses comparing Whites, Blacks, Hispanics, Asians, and American Indians and comment on Gray-Little and Hafdahl (2000). Psychological Bulletin 2002, 128:371-408.
118. Vandenberg R.J., Lance C.E. A review and synthesis of the measurement invariance literature: suggestions, practices, and recommendations for organizational research. Organizational Research Methods 2000, 3:4-70.
119. Van de Vliet P., Knapen J., Onghena P., Fox K., Van Coppenolle H., David A., et al. Assessment of physical self-perceptions in normal Flemish adults versus depressed psychiatric patients. Personality & Individual Differences 2002, 32:855-863.
120. Wardle J., Cooke L. The impact of obesity on psychological well-being. Best Practice & Research Clinical Endocrinology & Metabolism 2005, 19:421-440.
121. Whitehead J.R. A study of children's physical self-perceptions using an adapted physical self-perception profile questionnaire. Pediatric Exercise Science 1995, 7:132-151.
122. Wichstrøm L. Harter's self-perceptions profile for adolescents: reliability, validity and evaluation of the question format. Journal of Personality Assessment 1995, 65:100-116.
123. Wylie R.C. Measures of self-concept 1989, University of Nebraska Press, Lincoln.