Marc Corbière (1), Franco Fraccaroli (2), Valentin Mbekou (3), Jacques Perron (4)
(1) University of British Columbia, Canada
(2) University of Trento, Italy
(3) McGill University, Canada
(4) Université de Montréal, Canada
Received: May 2004 Revision received: March 2005
Abstract, Academic self-concept and academic interest are crucial concepts for understanding students’ academic achievement.
Yet, few questionnaires currently exist that have been used and validated in more than one country. This study aimed at assessing
these concepts using an academic self-concept questionnaire (Marsh, 1990) and an academic interest questionnaire (Corbière & Mbekou,
1997) with French and Italian student samples. Confirmatory Factor Analyses enabled us to assess the structure of the two questionnaires
with regard to two academic subjects – Math and First Language (French or Italian) – and to determine the theoretical directions
between the concepts. Results from Confirmatory Factor Analyses of both French and Italian samples supported a theoretical model in
which academic self-concept and academic interest were intercorrelated, yet maintaining their unique characteristics. On the other hand,
results from Multi-Sample Confirmatory Factor Analyses (French and Italian samples) endorsed a correlational model between the two
concepts. Finally, the results indicated a significant and positive correlation between academic self-concept, academic interest, and
academic achievement in both academic subjects.
Le concept de soi scolaire et les intérêts scolaires sont des concepts importants pour comprendre le rendement scolaire des écoliers.
Cependant, il y a peu de questionnaires disponibles qui ont été utilisés et validés dans plus d’un pays. La présente étude visait l’évaluation
de ces concepts par l’utilisation du questionnaire du concept de soi scolaire (Marsh, 1990) et le questionnaire des intérêts scolaires
(Corbière & Mbekou, 1997) et ce, en considérant des échantillons français et italiens. Des analyses factorielles confirmatoires nous ont
permis d’évaluer la structure factorielle des deux questionnaires concernant les matières scolaires – Mathématiques et Première langue
(français ou italien) – et de déterminer quelles sont les directions théoriques entre les concepts. Les résultats des analyses factorielles
confirmatoires sur les échantillons français et italien ont soutenu le modèle théorique en vertu duquel concept de soi scolaire et les intérêts
scolaires sont corrélés et ce, tout en conservant leurs propres caractéristiques. Par ailleurs, les résultats d’analyses factorielles
confirmatoires à échantillons multiples (échantillons français et italien) étayaient un modèle corrélationnel entre les deux concepts. Enfin,
les résultats indiquaient une corrélation positive et significative entre le concept de soi scolaire, les intérêts scolaires et le rendement
scolaire pour les deux matières scolaires (Mathématiques et Première langue).
Key words: Academic achievement, Academic interest, Academic self-concept, Multi-sample confirmatory factor analysis.
References
Bentler, P.M. (1995). EQS, Structural Equations Program Manual. Encino, CA: Multivariate Software Inc.
Byrne, B.M. (1989). A primer of LISREL: Basic applications and programming for confirmatory factor analytic models. New York: Springer-Verlag.
Calsyn, R.J., & Kenny, D.A. (1977). Self-concept of ability and perceived evaluation of others: Cause or effect of academic achievement? Journal
of Educational Psychology, 69(2), 136-145.
Cokley, K., Komarraju, M., King, A., Cunningham, D., & Muhammad, G. (2003). Ethnic differences in the measurement of academic self-concept in a sample of
African American and European American college students. Educational & Psychological Measurement, 63(4), 707-722.
Corbière, M. (1998). Aspects éducationnels, personnels et vocationnels de la réussite scolaire d’élèves français et québécois: perspective synchronique et
diachronique (Educational, personal and vocational aspects of the academic success of French and French Canadian students: Synchronic and Diachronic
perspectives). University of Montreal, Quebec, Canada: Unpublished Doctoral Thesis.
Corbière, M., & Mbekou, V. (1997). Academic interest questionnaire. Unpublished document. Vancouver (BC), Canada: University of British Columbia.
Eccles, J. (1983). Expectancies, values, and academic behaviors. In J.T. Spence (Ed.), Achievement and achievement motives (pp. 75-146). San Francisco:
Freeman.
Eccles, J., Wigfield, A., Harold, R., & Blumenfeld, P. (1993). Age and gender differences in children’s self- and taskperceptions during elementary school.
Child Development, 21, 830-847.
Guay, F., Marsh, H.W., & Boivin, M. (2003). Academic self-concept and academic achievement: Developmental perspectives on their causal ordering. Journal of
Educational Psychology, 95, 124-136.
Guérin, F., Marsh, H.W., & Famose, J.-P. (2003). Construct validation of the Self-Description Questionnaire II with a French sample. European Journal of
Psychological Assessment, 19, 142-150.
Jöreskog, K.G., & Sörbom, D. (1993). LISREL 8: Structural equation modeling with the Simplis command language. Hillsdale, NJ: Lawrence Erlbaum.
Hofmann, R. (1995). Establishing factor validity using variable reduction in confirmatory factor analysis. Educational and Psychological Measurement, 55,
572-582.
Huang, C., & Michael, W.B. (2000). A confirmatory factor analysis of scores on a chinese version of an academic selfconcept scale and its variance across groups.
Educational and Psychological Measurement, 60, 772-786.
Keith, T.Z., Quirk, K.J., Schartzer, C., & Elliott, C.D. (1999). Construct bias in the Differential Ability Scales? Confirmatory and hierarchical factor structure
across three ethnic groups. Journal of Psychoeducational Assessment, 17, 249-268.
Keith, T.Z., Fugate, M.H., Degraff, M., Diamond, C.M., Shadrach, E.A., & Stevens, M.L. (1995). Using multi-sample confirmatory factor analysis to test for
construct bias: An example using the K-ABC. Journal of Psychoeducational Assessment, 13, 347-364.
Kenny, D.A. (2000). Multiple group models. Retrieved March 20, 2000 from the World Wide Web: http://nw3.nai.net/~dakenny/mgroups.htm.
Liu, X., & Kaplan, H.B. (1992). Decomposing the reciprocal relationships between academic achievement and general self-esteem. Youth and Society, 24, 123-148.
Marsh, H.W. (1990). The structure of academic self-concept: The Marsh/Shavelson Model. Journal of Educational Psychology, 82, 623-636.
Marsh, H.W. (1992). Content specificity of relations between academic achievement and academic self-concept. Journal of Educational Psychology, 82, 623-636.
Marsh, H.W. (1993). The multidimensional structure of academic self-concept: Invariance over gender and age. American Educational Research Journal, 30, 841-860.
Marsh, H.W., & Köller, O. (2004). Unification of theoretical models of academic self-concept/achievement relation: Reunification of East and West German school systems
after the fall of the Berlin Wall. Contemporary Educational Psychology, 29(3), 264-282.
Marsh, H.W., & Shavelson, R.J. (1985). Self-concept: Its multifaced, hierarchical structure. Educational Psychologist, 20, 107-125.
Marsh, H.W., & Yeung, A.S. (1997). Causal effects of academic self-concept on academic achievement: Structural equation models of longitudinal data. Journal of
Educational Psychology, 89, 41-54.
Marsh, H.W., Byrne, B.M., & Shavelson, R. (1988). A multifaced academic self-concept: Its hierarchical structure and its relation to academic achievement. Journal of
Educational Psychology, 80, 366-380.
Marsh, H.W., Smith, I.D., & Barnes, J. (1985). Multidimensional self-concepts: Relations with sex and academic achievement. Journal of Educational Psychology, 77,
581-596.
Menjares, P.C., Michael, W.B., & Rueda, R. (2000). The development and construct validation of a Spanish version of an academic self-concept scale for middle school
Hispanic students from families of low socio-economic levels. Spanish Journal of Psychology, 60, 53-62.
Michael, W.B., & Smith, R.A. (1976). The development and preliminary validation of three forms of a self-concept measure emphasizing school-related factors. Educational
and Psychological Measurement, 38, 527-535.
Mueller, R.O. (1996). Basic principles of structural equation modeling: An introduction to LISREL and EQS. New York: Springer-Verlag.
Paik, C.H., & Michael, W.B. (2000). The reliability and construct validity of scores on the six-factor DOSC (Dimensions of Self-Concept) scale for College students.
Educational and Psychological Measurement, 60, 617-627.
Paik, C.M., & Michael, W.B. (2002). Further psychometric evaluation of the Japanese version of an academic selfconcept scale. Journal of Psychology, 136, 298-306.
Schiefele, U. (1991). Interest, Learning, and Motivation. Educational Psychologist, 26, 299-323.
Schiefele, U., & Csikszentmihalyi, M. (1994). Interest and the quality of experience in classrooms. European Journal of Psychology of Education, 9, 251-270.
Shavelson, R.J., & Bolus, R. (1982). Self-concept: The interplay of theory and methods. Journal of Educational Psychology, 74, 3-17.
Shavelson, R.J., & Hubner, J.J., Stanton, G.C. (1976). Self-concept: Validation of construct interpretations. Review of Educational Research, 46, 407-441.
Vallerand, R.J. (1989). Toward a methodology for the transcultural validation of psychological questionnaires: Implications for research in the French language.
Canadian Psychology, 30, 662-680.
Viau, R. (1994). La motivation en contexte scolaire. Montréal, Québec, Canada: Éditions du Renouveau Pédagogique.
Villar, I.A., Michael, W.B., & Gribbons, B. (1995). The development and construct validation of a Portuguese version of an academic self-concept scale. Educational
and Psychological Measurement, 55, 115-123.
Wigfield, A., & Eccles, J.S. (1994). Children’s competence beliefs, achievement values, and general self-esteem. Change across elementary and middle school. Journal
of Early Adolescence, 14, 107-138.
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