S. Agarwal, P. Bhalla, S. Kaur, and R. Babbar, Effect of body mass index on physical self concept, cognition & academic performance of first year medical students, Indian Journal of Medical Research, vol.138, pp.515-522, 2013.

A. Bowker, The relationship between sports participation and self-esteem during early adolescence., Canadian Journal of Behavioural Science / Revue canadienne des sciences du comportement, vol.38, issue.3, pp.214-229, 2006.
DOI : 10.1037/cjbs2006009

A. L. Castonguay, C. M. Sabiston, P. R. Crocker, and D. E. Mack, Development and validation of the Body and Appearance Self-Conscious Emotions Scale (BASES), Body Image, vol.11, issue.2, pp.126-136, 2014.
DOI : 10.1016/j.bodyim.2013.12.006

F. F. Chen, Sensitivity of Goodness of Fit Indexes to Lack of Measurement Invariance, Structural Equation Modeling: A Multidisciplinary Journal, vol.4, issue.3, pp.464-504, 2007.
DOI : 10.1037/10222-009

G. W. Cheung and R. B. Rensvold, Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance, Structural Equation Modeling: A Multidisciplinary Journal, vol.23, issue.2, pp.233-255, 2002.
DOI : 10.1007/BF02291170

C. Distefano and R. W. Motl, Further Investigating Method Effects Associated With Negatively Worded Items on Self-Report Surveys, Structural Equation Modeling: A Multidisciplinary Journal, vol.16, issue.3, pp.440-464, 2006.
DOI : 10.1016/0149-2063(94)90007-8

J. L. Duda, E. Quested, E. Haug, O. Samdal, B. Wold et al., Promoting Adolescent health through an intervention aimed at improving the quality of their participation in Physical Activity (PAPA): Background to the project and main trial protocol, International Journal of Sport and Exercise Psychology, vol.28, issue.1, pp.319-327, 2013.
DOI : 10.1037/0022-3514.70.1.115

URL : https://hal.archives-ouvertes.fr/hal-00947420

C. K. Enders, Applied missing data analysis, 2010.

X. Fan and S. A. Sivo, Sensitivity of Fit Indexes to Misspecified Structural or Measurement Model Components: Rationale of Two-Index Strategy Revisited, Structural Equation Modeling: A Multidisciplinary Journal, vol.8, issue.3, pp.343-367, 2005.
DOI : 10.1207/s15328007sem1203_1

X. Fan and S. A. Sivo, Sensitivity of Fit Indices to Model Misspecification and Model Types, Multivariate Behavioral Research, vol.58, issue.3, pp.509-529, 2007.
DOI : 10.1207/s15327906mbr4001_5

X. Fan and S. A. Sivo, Using ??Goodness-of-Fit Indexes in Assessing Mean Structure Invariance, Structural Equation Modeling: A Multidisciplinary Journal, vol.64, issue.11, pp.54-69, 2009.
DOI : 10.1177/0013164404264853

L. C. Findlay and A. Bowker, The Link between Competitive Sport Participation and Self-concept in Early Adolescence: A Consideration of Gender and Sport Orientation, Journal of Youth and Adolescence, vol.10, issue.1, pp.29-40, 2007.
DOI : 10.1123/jsep.10.4.471

K. R. Fox and C. B. Corbin, The physical self-perception profile: Development and preliminary validation, Journal of Sport and Exercise Psychology, vol.11, pp.408-430, 1989.
DOI : 10.1037/t05399-000

P. A. Freund, M. Tietjens, and B. Strauss, Using Rating Scales for the Assessment of Physical Self-Concept: Why the Number of Response Categories Matters, Measurement in Physical Education and Exercise Science, vol.1, issue.4, pp.249-263, 2013.
DOI : 10.1080/02701367.2001.10608940

F. Guérin, H. W. Marsh, and J. Famose, Generalizability of the PSDQ and Its Relationship to Physical Fitness: The European French Connection, Journal of Sport and Exercise Psychology, vol.26, issue.1, pp.19-38, 2004.
DOI : 10.1123/jsep.26.1.19

L. Hu and P. M. Bentler, Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives, Structural Equation Modeling: A Multidisciplinary Journal, vol.42, issue.1, pp.1-55, 1999.
DOI : 10.1007/BF02291170

S. M. Jones and T. Stumbrys, Mental health, physical self and lucid dreaming: A correlational study in sport students, International Journal of Dream Research, vol.7, pp.54-60, 2014.

C. Maïano, A. J. Morin, G. Ninot, J. Monthuy-blanc, Y. Stephan et al., A short and very short form of the physical self-inventory for adolescents: Development and factor validity, Psychology of Sport and Exercise, vol.9, issue.6, pp.830-847, 2008.
DOI : 10.1016/j.psychsport.2007.10.003

H. W. Marsh, Physical Self Description Questionnaire: Stability and Discriminant Validity, Research Quarterly for Exercise and Sport, vol.9, issue.3, pp.249-264, 1996.
DOI : 10.1177/014662168500900101

H. W. Marsh, Construct Validity of Physical Self-Description Questionnaire Responses: Relations to External Criteria, Journal of Sport and Exercise Psychology, vol.18, issue.2, pp.111-131, 1996.
DOI : 10.1123/jsep.18.2.111

H. W. Marsh, Age and gender effects in physical self-concepts for adolescent elite athletes and nonathletes: A multicohort?multioccasion design, Journal of Sport and Exercise Psychology, vol.20, pp.237-259, 1998.

H. W. Marsh and J. H. Cheng, Physical self-concept, Handbook of measurement in sport and exercise psychology, pp.215-226, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00388999

H. W. Marsh, L. Ellis, L. Parada, G. Richards, and B. G. Heubeck, A Short Version of the Self Description Questionnaire II: Operationalizing Criteria for Short-Form Evaluation With New Applications of Confirmatory Factor Analyses., Psychological Assessment, vol.17, issue.1, pp.81-102, 2005.
DOI : 10.1037/1040-3590.17.1.81

H. W. Marsh, K. Hau, and D. Grayson, Goodness of fit evaluation in structural equation modeling, Contemporary psychometrics, pp.275-340, 2005.

H. W. Marsh, K. T. Hau, R. Y. Sung, and C. W. Yu, 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, vol.43, issue.3, pp.647-662, 2007.
DOI : 10.1037/0012-1649.43.3.647

H. W. Marsh, J. Hey, L. A. Roche, and C. Perry, Structure of physical self-concept: Elite athletes and physical education students., Journal of Educational Psychology, vol.89, issue.2, pp.369-380, 1997.
DOI : 10.1037/0022-0663.89.2.369

H. W. Marsh, A. J. Martin, and S. Jackson, Introducing a Short Version of the Physical Self Description Questionnaire: New Strategies, Short-Form Evaluative Criteria, and Applications of Factor Analyses, Journal of Sport and Exercise Psychology, vol.32, issue.4, pp.438-482, 2010.
DOI : 10.1123/jsep.32.4.438

H. W. Marsh, B. Nagengast, and A. J. Morin, Measurement invariance of big-five factors over the life span: ESEM tests of gender, age, plasticity, maturity, and la dolce vita effects Multidimensional physical self-concept and its relations to multiple components of physical fitness, Developmental Psychology Journal of Sport and Exercise Psychology, vol.49, issue.16, pp.1194-1218, 1994.

H. W. Marsh, G. E. Richards, S. Johnson, L. Roche, and P. Tremayne, Physical self-description questionnaire: Psychometric properties and a multitrait?multimethod analysis of relations to existing instruments, Journal of Sport and Exercise Psychology, vol.16, pp.270-305, 1994.
DOI : 10.1037/t05302-000

H. W. Marsh, L. F. Scalas, and B. Nagengast, Longitudinal tests of competing factor structures for the Rosenberg Self-Esteem Scale: Traits, ephemeral artifacts, and stable response styles., Psychological Assessment, vol.22, issue.2, pp.366-381, 2006.
DOI : 10.1037/a0019225

J. J. Martin and L. Whalen, Self-concept and physical activity in athletes with physical disabilities, Disability and Health Journal, vol.5, issue.3, pp.197-200, 2012.
DOI : 10.1016/j.dhjo.2012.03.006

R. P. Mcdonald, Theoretical foundations of principal factor analysis , canonical factor analysis, and alpha factor analysis Measurement invariance, factor analysis and factorial invariance, British Journal of Mathematical and Statistical Psychology Psychometrika, vol.23, issue.58, pp.1-21, 1970.

R. E. Millsap, Statistical approaches to measurement invariance, 2011.

A. J. Morin and C. Maïano, Cross-validation of the short form of the physical self-inventory (PSI-S) using exploratory structural equation modeling (ESEM), Psychology of Sport and Exercise, vol.12, issue.5, pp.540-554, 2011.
DOI : 10.1016/j.psychsport.2011.04.003

A. J. Morin and C. Maïano, Cross-validation of the very short form of the Physical Self-Inventory (PSI-VS): Invariance across genders, age groups, ethnicities and weight statuses, Body Image, vol.8, issue.4, pp.404-410, 2011.
DOI : 10.1016/j.bodyim.2011.06.005

A. J. Morin, H. W. Marsh, and B. Nagengast, Exploratory structural equation modeling Structural equation modeling: A second course, pp.395-438, 2013.

A. J. Morin, A. K. Arens, and H. W. Marsh, A bifactorexploratory structural equation modeling framework for the identification ofdistinct sources of construct-relevant psychometric multidimensionality. Manuscript accepted for publication in Structural Equation Modeling

L. K. Muthén and B. O. Muthén, Mplus user's guide, 2013.

A. G. Papaioannou, P. R. Appleton, M. Torregrosa, G. E. Jowett, G. Bosselut et al., Moderate-to-vigorous physical activity and personal well-being in European youth soccer players: Invariance of physical activity, global self-esteem and vitality across five countries, International Journal of Sport and Exercise Psychology, vol.11, issue.4, pp.351-364, 2013.
DOI : 10.1080/1612197X.2013.830433

A. Satorra, Scaled and adjusted restricted tests in multi-sample analysis of moment structures, Innovations in multivariate statistics. A Festschrift for Heinz Neudecker, pp.233-247, 2000.

A. Satorra and P. Bentler, A scaled difference chi-square test statistic for moment structure analysis, Psychometrika, vol.51, issue.4, pp.507-514, 2001.
DOI : 10.1111/j.2044-8317.1998.tb00682.x

URL : http://www.stat.ucla.edu/papers/preprints/260/260.pdf

D. Schipke and P. A. Freund, A meta-analytic reliability generalization of the Physical Self-Description Questionnaire (PSDQ), Psychology of Sport and Exercise, vol.13, issue.6, pp.789-797, 2012.
DOI : 10.1016/j.psychsport.2012.04.012

D. L. Schmalz and K. K. Davison, Differences in physical self-concept among pre-adolescents participating in gender-typed and cross-gendered sports, Journal of Sport Behavior, vol.29, pp.335-352, 2006.

R. J. Shavelson, J. J. Hubner, and G. C. Stanton, Self-Concept: Validation of Construct Interpretations, Review of Educational Research, vol.46, issue.3, pp.407-411, 1976.
DOI : 10.3102/00346543046003407

K. Sijtsma, On the Use, the Misuse, and the Very Limited Usefulness of??Cronbach???s Alpha, Psychometrika, vol.70, issue.1, pp.107-120, 2009.
DOI : 10.1017/CBO9780511490026

J. Stiller and D. Alfermann, Die deutsche übersetzung des Physical Self-Description Questionnaire (PSDQ) [German translation of the Physical Self- Description Questionnaire (PSDQ)]. Zeitschrift für Sportpsychologie, pp.149-161, 2007.

C. Sypsa and J. Simons, Questionnaires measuring the physical self children: A review, European Psychomotricity Journal, vol.1, pp.61-72, 2008.

M. Tietjens, P. A. Freund, D. Büsch, and B. Strauss, Using mixture distribution models to test the construct validity of the Physical Self-Description Questionnaire, Psychology of Sport and Exercise, vol.13, issue.5, pp.598-605, 2012.
DOI : 10.1016/j.psychsport.2012.02.009

I. Tomás, H. W. Marsh, V. González-romá, V. Valls, and B. Nagengast, Testing Measurement Invariance across Spanish and English Versions of the Physical Self-Description Questionnaire: An Application of Exploratory Structural Equation Modeling, Journal of Sport and Exercise Psychology, vol.36, issue.2, pp.179-188, 2014.
DOI : 10.1123/jsep.2013-0070