RESEARCH PAPER
Construction and validation of the physical science learning motivation scale among Moroccan middle school students
 
More details
Hide details
1
Laboratory of Electronic Systems, Information Processing, Mechanics and Energetics, Faculty of Sciences, Ibn Tofail University, Kenitra, MOROCCO
 
2
Laboratory of Education, Environment & Health, CRMEF Rabat/Salé/Kenitra, MOROCCO
 
3
Laboratory of Biology and Health, Faculty of Sciences, University Ibn Tofail, Kenitra, MOROCCO
 
4
Laboratory of Natural Resources and Sustainable Development, Faculty of Sciences, Ibn Tofail University, Kenitra, MOROCCO
 
5
Laboratory of Analysis, Geometry and Applications, Department of Mathematics, Faculty of Sciences, Ibn Tofail University, Kenitra, MOROCCO
 
6
Scientific Institute, Mohammed V University of Rabat, Rabat, MOROCCO
 
 
Online publication date: 2024-04-08
 
 
Publication date: 2024-05-01
 
 
EURASIA J. Math., Sci Tech. Ed 2024;20(5):em2439
 
KEYWORDS
ABSTRACT
This paper presents two studies concerning developing and validating an Arabic version of a scale that measures motivation toward learning physical science in Moroccan middle school students. The scale is based on the self-determination theory (Deci & Ryan, 1985). It comprises five dimensions: intrinsic motivation, three forms of extrinsic motivation (identified regulation, introjected regulation, and external regulation), and amotivation. The exploratory factor analysis (study 1) was conducted on a sample of 144 students, and the confirmatory factor analysis (study 2) was performed on another sample of 404 students. The results of the exploratory and confirmatory factor analyses support a five-factor structure. The results also reveal that the scale and five factors have satisfactory internal consistency indices. Moreover, the construct validity is supported by correlations between the five factors that comprise the scale. All the results thus support the psychometric qualities of the physical science learning motivation scale.
REFERENCES (73)
1.
Barkoukis, V., Tsorbatzoudis, H., Grouios, G., & Sideridis, G. (2008). The assessment of intrinsic and extrinsic motivation and amotivation: Validity and reliability of the Greek version of the academic motivation scale. Assessment in Education: Principles, Policy & Practice, 15(1), 39-55. https://doi.org/10.1080/096959....
 
2.
Bentler, P. M. (1985). Theory and implementation of EQS: A structural equations program. BMDP Statistical Software.
 
3.
Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238-246. https://doi.org/10.1037/0033-2....
 
4.
Bentler, P. M. (1995). EQS structural equations program manual. Multivariate Software.
 
5.
Bentler, P. M., & Bonett, D. G. (1980). Significance tests and goodness of fit in the analysis of covariance structures. Psychological Bulletin, 88(3), 588-606. https://doi.org/10.1037/0033-2....
 
6.
Bentler, P. M., & Newcomb, M. D. (1986). Personality, sexual behavior, and drug use revealed through latent variable methods. Clinical Psychology Review, 6(5), 363-385. https://doi.org/10.1016/0272-7....
 
7.
Berger, J.-L., & Rinaldi Davinroy, D. (2015). Motivation à apprendre et volition à l’adolescence: Développement et étude de la validité d’un nouvel inventaire [Motivation to learn and volition in adolescence: Development and study of the validity of a new inventory]. Mesure et Evaluation en Education [Measurement and Evaluation in Education], 38(3), 77-122. https://doi.org/10.7202/103670....
 
8.
Blais, M. R., Brière, N. M., Lachance, L., Riddle, A. S., & Vallerand, R. J. (1993). L’inventaire des motivations au travail de Blais: Problèmes psychologiques reliés au travail [The Blais work motivation inventory: Psychological problems related to work]. Revue Québécoise de Psychologie [Quebec Journal of Psychology], 14(3), 185-215.
 
9.
Bollen, K. A. (1989). Structural equations with latent variables. Wiley. https://doi.org/10.1002/978111....
 
10.
Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K. A. Bollen, & J. S. Long (Eds.), Testing structural equation models (pp. 136-162). SAGE.
 
11.
Bryan, R. R., Glynn, S. M., & Kittleson, J. M. (2011). Motivation, achievement, and advanced placement intent of high school students learning science. Science Education, 95(6), 1049-1065. https://doi.org/10.1002/sce.20....
 
12.
Carbonneau, N., Vallerand, R. J., & Lafrenière, M.-A. K. (2012). Toward a tripartite model of intrinsic motivation. Journal of Personality, 80(5), 1147-1178. https://doi.org/10.1111/j.1467....
 
13.
Chédru, M. (2019). Élaboration d’une échelle de motivation aux études d’ingénieurs en contexte Francophone [Development of a motivation scale for engineering studies in a French-speaking context]. Mesure et Evaluation en Education [Measurement and Evaluation in Education], 42(1), 1-34. https://doi.org/10.7202/106659....
 
14.
Chou, C.-P., & Bentler, P. M. (1990). Model modification in covariance structure modeling: A comparison among likelihood ratio, Lagrange multiplier, and Wald tests. Multivariate Behavioral Research, 25(1), 115-136. https://doi.org/10.1207/s15327....
 
15.
Cohen, L., Manion, L., & Morrison, K. (2011). Research methods in education. Routledge. https://doi.org/10.4324/978020....
 
16.
Cokley, K. O., Bernard, N., Cunningham, D., & Motoike, J. (2001). A psychometric investigation of the academic motivation scale using a United States sample. Measurement and Evaluation in Counseling and Development, 34(2), 109-119. https://doi.org/10.1080/074817....
 
17.
Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297-334. https://doi.org/10.1007/BF0231....
 
18.
Cuq, J.-P. (2003). Dictionnaire de didactique du Français langue étrangère et seconde [Didactic dictionary of French as a foreign and second language]. CLE International.
 
19.
De Landsheere, G. (1979). Dictionnaire de l’évaluation et de la recherche en éducation: Avec lexique Français-Anglais [Dictionary of educational evaluation and research: With French-English lexicon]. Presses Universitaires de France.
 
20.
Deci, E. L. (1975). Intrinsic motivation. Plenum. https://doi.org/10.1007/978-1-....
 
21.
Deci, E. L. (1992). On the nature and functions of motivation theories. Psychological Science, 3(3), 167-171. https://doi.org/10.1111/j.1467....
 
22.
Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. Plenum. https://doi.org/10.1007/978-1-....
 
23.
Deci, E. L., & Ryan, R. M. (2000). The “what” and “why” of goal pursuits: Human needs and the self-determination of behavior. Psychological Inquiry, 11(4), 227-268. https://doi.org/10.1207/S15327....
 
24.
Deci, E. L., & Ryan, R. M. (2002). Handbook of self-determination research. University of Rochester Press.
 
25.
Fenouillet, F. (2016). Les théories de la motivation [Theories of motivation]. Dunod. https://doi.org/10.3917/dunod.....
 
26.
Forget, J. (1993). Les motivations incitatives [Incentive motivations]. In R. J. Vallerand, & E. E. Thill (Eds.), Introduction à la psychologie de la motivation [Introduction to the psychology of motivation] (pp. 315-358). Éditions Études Vivantes.
 
27.
Gorsuch, R. L. (1983). Factor analysis. Erlbaum.
 
28.
Grouzet, F. M., Otis, N., & Pelletier, L. G. (2006). Longitudinal cross-gender factorial invariance of the academic motivation scale. Structural Equation Modeling: A Multidisciplinary Journal, 13(1), 73-98. https://doi.org/10.1207/s15328....
 
29.
Guay, F., Ratelle, C. F., & Chanal, J. (2008). Optimal learning in optimal contexts: The role of self-determination in education. Canadian Psychology/Psychologie Canadienne, 49(3), 233-240. https://doi.org/10.1037/a00127....
 
30.
Guttman, L. (1954). A new approach to factor analysis: The radex. In P. F. Lazarsfeld (Ed.), Mathematical thinking in the social sciences (pp. 258-348). Free Press.
 
31.
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis. Pearson.
 
32.
Hayduk, L. A. (1987). Structural equation modeling with LISREL: Essentials and advances. Johns Hopkins University Press. https://doi.org/10.56021/97808....
 
33.
Hidayat, R., Idris, W. I. W., Qudratuddarsi, H., & Rahman, M. N. A. (2021). Validation of the Mathematical modeling attitude scale for Malaysian mathematics teachers. EURASIA Journal of Mathematics, Science and Technology Education, 17(12), em2047. https://doi.org/10.29333/ejmst....
 
34.
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1-55. https://doi.org/10.1080/107055....
 
35.
Jöreskog, K. G., & Sörbom, D. (1984). LISREL-VI user’s guide. Scientific Software International.
 
36.
Jöreskog, K. G., & Sörbom, D. (1993). LISREL 8: Structural equation modeling with the SIMPLIS command language. Scientific Software International.
 
37.
Kaiser, H. F. (1960). Varimax solution for primary mental abilities. Psychometrika, 25(2), 153-158. https://doi.org/10.1007/BF0228....
 
38.
Kline, P. (1993). The handbook of psychological testing. Taylor & Frances/Routledge.
 
39.
Kline, R. B. (1998). Structural equation modeling. Guilford.
 
40.
Lee, O., & Brophy, J. (1996). Motivational patterns observed in sixth-grade science classrooms. Journal of Research in Science Teaching: The Official Journal of the National Association for Research in Science Teaching, 33(3), 303-318. https://doi.org/10.1002/(SICI)...<303::AID-TEA4>3.0.CO;2-X.
 
41.
Legault, L., Green-Demers, I., & Pelletier, L. (2006). Why do high school students lack motivation in the classroom? Toward an understanding of academic amotivation and the role of social support. Journal of Educational Psychology, 98(3), 567. https://doi.org/10.1037/0022-0....
 
42.
Legendre, R. (1988). Dictionnaire actuel de l’éducation [Current dictionary of education]. Larousse.
 
43.
Leroy, N. (2009). Impact du contexte scolaire sur la motivation et ses conséquences au plan des apprentissages [Impact of the school context on motivation and its consequences in terms of learning] [PhD thesis, Université Pierre Mendès-France-Grenoble II].
 
44.
Leroy, N., Bressoux, P., Sarrazin, P., & Trouilloud, D. (2013). Un modèle sociocognitif des apprentissages scolaires: Style motivationnel de l’enseignant, soutien perçu des élèves et processus motivationnels [A socio-cognitive model of school learning: Teacher’s motivational style, perceived student support and motivational processes]. Revue Française de Pédagogie [French Journal of Pedagogy], 182, 71-92. https://doi.org/10.4000/rfp.40....
 
45.
Lieury, A., & Fenouillet, F. (2010). Motivation et découragement [Motivation and discouragement]. In A. Lieury (Ed.), Psychologie pour l’enseignant [Psychology for the teacher] (p. 157-176). Dunod. https://doi.org/10.3917/dunod.....
 
46.
Loewenthal, K, M. (1996). An introduction to psychological tests and scales. UCL Press Limited.
 
47.
Marsh, H. W., Balla, J. R., & Hau, K.-T. (1996). An evaluation of incremental fit indices: A clarification of mathematical and empirical properties. In G. A. Marcoulides, & R. E. Schumacker (Eds.), Advanced structural equation modeling: Issues and techniques (pp. 315-353). Lawrence Erlbaum Associates, Inc.
 
48.
Nasser, N., El Khouzai, M., & Taoufik, M. (2017). Difficultés d’apprentissage des sciences physiques chez les élèves du secondaire qualifiant au Maroc [Difficulties in learning physical sciences among qualifying secondary school students in Morocco]. American Journal of Innovative Research and Applied Sciences, 5(2), 119-125.
 
49.
Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory. McGraw-Hill.
 
50.
OCDE. (2000). Motiver les élèves: L’enjeu de l’apprentissage à vie [Motivating students: The challenge of lifelong learning]. OECD Publishing. https://doi.org/10.1787/978926....
 
51.
Ouasri, A., & Bouatlaoui, T. (2019). Motivation et intérêt des élèves de collège Marocain pour l’apprentissage des sciences physiques [Motivation and interest of Moroccan middle school students in learning physical sciences]. European Journal of Education Studies, 6(7), 236-256. https://doi.org/10.5281/zenodo....
 
52.
Pelletier, L. G., & Vallerand, R. J. (1993). Une perspective humaniste de la motivation: Les théories de la compétence et de l’autodétermination [A humanistic perspective on motivation: Theories of competence and self-determination]. In R. J. Vallerand, & E. E. Thill (Eds.), Introduction à la psychologie de la motivation [Introduction to the psychology of motivation] (pp. 233-281). Éditions Études Vivantes.
 
53.
Pelletier, L. G., Tuson, K. M., Fortier, M. S., Vallerand, R. J., Briere, N. M., & Blais, M. R. (1995). Toward a new measure of intrinsic motivation, extrinsic motivation, and amotivation in sports: The sport motivation scale (SMS). Journal of sport and Exercise Psychology, 17(1), 35-53. https://doi.org/10.1123/jsep.1....
 
54.
PNEA. (2016). Programme national d’evaluation des acquis des élèves [National student assessment program]. Conseil Supérieur de l’Éducation, de la Formation et de la Recherche Scientifique [Higher Council of Education, Training and Scientific Research]. https://www.csefrs.ma/publicat....
 
55.
Pronovost, M., Cormier, C., Potvin, P., & Riopel, M. (2017). Intérêt et motivation des jeunes pour les sciences [Interest and motivation of young people for science] [Paper presentation]. College Motivation Research Day.
 
56.
Roussel, P. (2000). La motivation au travail–Concept et theories [Motivation at work–Concept and theories]. Universite Toulouse I-Sciences Sociales.
 
57.
Roussel, P., Durrieu, F., Campoy, E., & El Akremi, A. (2002). Méthodes d’équations structurelles: Recherche et applications en gestion [Structural equation methods: Research and applications in management]. Économica.
 
58.
Ryan, R. M., & Connell, J. P. (1989). Perceived locus of causality and internalization: Examining reasons for acting in two domains. Journal of Personality and Social Psychology, 57(5), 749-761. https://doi.org/10.1037/0022-3....
 
59.
Ryan, R. M., & Deci, E. L. (2000). Intrinsic and extrinsic motivations: Classic definitions and new directions. Contemporary Educational Psychology, 25(1), 54-67. https://doi.org/10.1006/ceps.1....
 
60.
Sarrazin, P., & Trouilloud, D. (2006). Comment motiver les élèves à apprendre? Les apports de la théorie de l’autodétermination [How to motivate students to learn? The contributions of self-determination theory]. In P. Dessus, & E. Gentaz (Eds.), Comprendre les apprentissages, sciences cognitives et éducation [Understanding learning, cognitive sciences and education] (pp. 123-141). Dunod.
 
61.
Scallon, G. (1992). L’impact des pratiques évaluatives sur la motivation des élèves: Le pouls de la recherche [The impact of evaluative practices on student motivation: The pulse of research]. Université Laval.
 
62.
Schumacker, R., & Lomax, R. (1996). A beginner’s guide to structural equation modeling. Lawrence Erlbaum.
 
63.
Seligman, M. E. (1975). Helplessness: On depression, development and death. W. H. Freeman.
 
64.
Senécal, C., & Vallerand, R. (1999). Construction et validation de l’échelle de motivation envers les activités familiales (ÉMAF) [Construction and validation of the motivation scale for family activities (MSFA)]. European Review of Applied Psychology, 49(3), 261-272.
 
65.
Steiger, J. H. (1990). Structural model evaluation and modification: An interval estimation approach. Multivariate Behavioral Research, 25(2), 173-180. https://doi.org/10.1207/s15327....
 
66.
Tardif, J. (1992). Pour un enseignement stratégique: L’apport de la psychologie cognitive [For strategic teaching: The contribution of cognitive psychology]. Éditions Logiques.
 
67.
Tucker, L. R., & Lewis, C. (1973). A reliability coefficient for maximum likelihood factor analysis. Psychometrika, 38(1), 1-10. https://doi.org/10.1007/BF0229....
 
68.
Vallerand, R. J., & Thill, E. (1993). Introduction à la psychologie de la motivation [Introduction to the psychology of motivation]. Éditions Études Vivantes.
 
69.
Vallerand, R. J., Blais, M. R., Brière, N. M., & Pelletier, L. G. (1989). Construction et validation de l’échelle de motivation en éducation (EME) [Construction and validation of the educational motivation scale (EMS)]. Canadian Journal of Behavioral Science/Revue Canadienne des Sciences du Comportement, 21(3), 323-349. https://doi.org/10.1037/h00798....
 
70.
Vallerand, R. J., Pelletier, L. G., Blais, M. R., Briere, N. M., Senecal, C., & Vallieres, E. F. (1992). The academic motivation scale: A measure of intrinsic, extrinsic, and amotivation in education. Educational and Psychological Measurement, 52(4), 1003-1017. https://doi.org/10.1177/001316....
 
71.
Vallerand, R. J., Pelletier, L. G., Blais, M. R., Brière, N. M., Senécal, C., & Vallières, É. F. (1993). On the assessment of intrinsic, extrinsic, and amotivation in education: Evidence on the concurrent and construct validity of the academic motivation scale. Educational and Psychological Measurement, 53(1), 159-172. https://doi.org/10.1177/001316....
 
72.
Vianin, P. (2006). La motivation scolaire: Comment susciter le désir d’apprendre? [Academic motivation: How to arouse the desire to learn?] De Boeck & Larcier.
 
73.
Viau, R. (1994). La motivation en contexte scolaire [Motivation in a school context]. Éditions du Renouveau Pédagogique.
 
eISSN:1305-8223
ISSN:1305-8215
Journals System - logo
Scroll to top