Skip to main content
Log in

Motivational profiles and achievement: A prospective study testing potential mediators

  • Original Paper
  • Published:
Motivation and Emotion Aims and scope Submit manuscript

Abstract

The purpose of the study was to examine students’ motivational profile at the beginning of a College program and to test whether these profiles were associated with students’ achievement through their relations with behaviors adopted during the semester. A prospective design with two time points of data collection was conducted in first-year students enrolled in a French University. Motivations were assessed at the beginning of the semester (510 participants at Time 1), and study strategies and temporal resources devoted to academics at the end of it (301 participants at Time 2). Administrative records were used to check for persistence in the program and to assess achievement. Cluster analyses revealed five distinct profiles: additive; self-determined; moderate; low; non self-determined. Furthermore, motivational profile was linked to final grade through the partial mediation of the percentage of classes attended. As a whole, students with a self-determined profile demonstrated the best academic adjustment, whereas those with a low or non self-determined profile displayed the poorest outcomes.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

Notes

  1. No tool validated in the educational setting includes integrated regulation. On the other hand, some scales assess amotivation (Vallerand et al. 1989), whereas others only focus on intrinsic and extrinsic types of motivation (e.g., Ryan and Connell 1989).

  2. Four papers explored motivational profiles in educational settings but were not included in the current literature review because the variables entered in the analyses do not correspond strictly speaking to the motivational continuum described in SDT: Ntoumanis (2002), Liu et al. (2009) and Mouratidis and Michou (2011) included variables other that regulations in the profiles; Hayenga and Corpus (2010) used intrinsic and extrinsic scales including other constructs than behavioral regulations.

  3. In this section, the labels used to describe the various motivational profiles are sometimes different from those adopted by the authors in their original articles. However, in order to compare the results obtained in the various samples, it was deemed necessary to select a single name for similar patterns. A summary of the clusters observed in the five published articles in education is provided in the “Appendix”.

  4. Of course, there is no way of knowing whether the same profiles would have emerged if the authors had run the same analysis with standardized scores; we just want to point out here the difficulty to compare results from different studies when the profiles are not described in terms of standardized scores.

  5. Even if some classes are given in small groups, the grouping of the students varies from class to class, and a large part of them are given for the entire cohort of students of the same year. Thus, it cannot be considered that data are nested in hierarchical levels according to fix, small groups.

  6. This represents a normal range, considering that students who have no delay in their academic career can begin university during their 18th year, and that young individuals sometimes undertake such program after or in parallel with an early professional experience. Also, it is expected for females to be under-represented in a Science Department.

  7. Similar conclusions have been drawn in the athletic domain regarding bounds between motivational profiles and performance. Indeed, an additive profile has been shown to be at best associated with results equivalent than moderate profiles (Gillet et al. 2009) or to be linked with poorer match results (Gillet and Berjot 2009).

References

  • Amabile, T. M. (1985). Motivation and creativity: Effects of motivational orientation on creative writers. Journal of Personality and Social Psychology, 18, 393–397.

    Article  Google Scholar 

  • Boggiano, A. N., Main, D. S., & Katz, P. A. (1988). Children’s preference for challenge: The role of perceived competence and control. Journal of Personality and Social Psychology, 54, 134–141.

    Article  PubMed  Google Scholar 

  • Boiché, J. C. S., Sarrazin, P. G., Grouzet, F. M. E., Pelletier, L. G., & Chanal, J. (2008). Students’ motivational profiles and achievement outcomes in physical education: A self-determination perspective. Journal of Educational Psychology, 10, 688–701. doi:10.1037/0022-0663.100.3.688.

    Article  Google Scholar 

  • Burton, K. D., Lydon, J. E., D’Alessandro, D. U., & Koestner, R. (2006). The differential effects of intrinsic and identified motivation on well-being and performance: Prospective, experimental and implicit approaches to self-determination theory. Journal of Personality and Social Psychology, 91, 750–762. doi:10.1037/0022-3514.91.4.750.

    Article  PubMed  Google Scholar 

  • Cokley, K. O. (2000). Examining the validity of the Academic Motivation Scale by comparing scale construction to self-determination theory. Psychological Reports, 86, 560–564. doi:10.2466/PR0.86.2.560-564.

    Article  PubMed  Google Scholar 

  • Darnon, C., & Butera, F. (2005). Buts d’accomplissement, stratégies d’étude, et motivation intrinsèque: Présentation d’un domaine de recherche et validation française de l’échelle d’Elliot et McGregor (2001) (Achievement goals, studying strategies and intrinsic motivation: Presentation of a research model and French validation of Elliott and McGregor’s (2001) scale). L’Année Psychologique, 105, 105–131. doi:10.3406/psy.2005.3821.

    Article  Google Scholar 

  • 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, 227–268.

    Article  Google Scholar 

  • Elliot, A. J., & McGregor, H. A. (2001). A 2 X 2 achievement goal framework. Journal of Personality and Social Psychology, 80, 501–519. doi:10.1O37//OO22-3514.80.3.501.

    Article  PubMed  Google Scholar 

  • Entwistle, N. J., & Waterson, S. (1988). Approaches to studying and levels of processing in university students. British Journal of Educational Psychology, 58, 258–265.

    Article  Google Scholar 

  • Fairchild, A. J., Horst, S. J., Finney, S. J., & Barron, K. E. (2005). Evaluating existing and new validity evidence for the Academic Motivation Scale. Contemporary Educational Psychology, 30, 331–358. doi:10.1016/j.cedpsych.2004.11.001.

    Article  Google Scholar 

  • Gillet, N., & Berjot, S. (2009). Profil motivationnel et performance sportive. Psychologie Française (Motivational profile and sport performance. French Psychology). 54, 173–190.

    Google Scholar 

  • Gillet, N., Berjot, S., & Paty, B. (2010). Profils motivationnels et ajustement au travail: Vers une approche intra-individuelle de la motivation (Motivational profiles and work adjustment: Toward an intra-individual approach of motivation). Le Travail Humain, 73, 141–162. doi:10.3917/th.732.0141.

    Article  Google Scholar 

  • Gillet, N., Vallerand, R. J., & Rosnet, I. (2009). Motivational clusters and performance in a real-life context. Motivation and Emotion, 33, 49–62. doi:10.1007/s11031-008-9115-z.

    Article  Google Scholar 

  • Grolnick, W. S., & Ryan, R. M. (1987). Autonomy in children’s learning: An experimental and individual difference investigation. Journal of Personality and Social Psychology, 52, 890–898.

    Article  PubMed  Google Scholar 

  • Guay, F., Ratelle, C. F., & Chanal, J. (2008). Optimal learning in optimal contexts: The role of self-determination in education. Canadian Psychology, 49, 233–240. doi:10.1037/a0012758.

    Article  Google Scholar 

  • Guay, F., & Vallerand, R. J. (1997). Social context, students’ motivation, and academic achievement: Toward a process model. Social Psychology of Education, 1, 211–233.

    Article  Google Scholar 

  • Haerens, L., Kirk, D., De Cardon, G., Bourdeauduij, I., & Vansteenkiste, M. (2010). Motivational profiles for secondary school physical education and its relationship to the adoption of a physically active lifestyle among university students. European Physical Education Review, 16, 117–139. doi:10.1177/1356336X10381304.

    Article  Google Scholar 

  • Hair, J. F., Anderson, R. E., Tatham, R. L., & Black, W. C. (1998). Multivariate data analysis (5th ed.). Upper Sadlle River: Prentice Hall.

    Google Scholar 

  • Hayenga, A. O., & Corpus, J. H. (2010). Profiles of intrinsic and extrinsic motivations: A person-centered approach to motivation and achievement in middle school. Motivation and Emotion, 34, 371–383. doi:10.1007/s11031-010-9181-x.

    Article  Google Scholar 

  • Kline, R. B. (2005). Principles of structural equation modeling (2nd ed.). New York: The Guilford Press.

    Google Scholar 

  • Liu, W. C., Wang, J., Tan, O. S., Koh, C., & Ee, J. (2009). A self-determination approach to understanding students’ motivation in project work. Learning and Individual Differences, 19, 139–145. doi:10.1016/j.lindif.2008.07.002.

    Article  Google Scholar 

  • Mouratidis, A., & Michou, A. (2011). Self-determined motivation and social achievement goals in children’s emotions. Educational Psychology, 31, 67–86. doi:10.1080/01443410.2010.518595.

    Article  Google Scholar 

  • Ntoumanis, N. (2001). A self-determination approach to the understanding of motivation in physical education. Bristish Journal of Educational Psychology, 71, 225–242. doi:10.1348/000709901158497.

    Article  Google Scholar 

  • Ntoumanis, N. (2002). Motivational clusters in a sample of British physical education classes. Psychology of Sport and Exercise, 3, 177–194. doi:10.1016/S1469-0292(01)00020-6.

    Article  Google Scholar 

  • Pintrich, P. R. (2003). A motivational science perspective on the role of student motivation in learning and teaching contexts. Journal of Educational Psychology, 95, 667–686. doi:10.1037/0022-0663.95.4.667.

    Article  Google Scholar 

  • Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods, 40, 879–891. doi:10.3758/BRM.40.3.879.

    Article  PubMed  Google Scholar 

  • Ratelle, C. F., Guay, F., Vallerand, R. J., Larose, S., & Senécal, C. (2007). Autonomous, controlled, and amotivated types of academic motivation: A person-oriented analysis. Journal of Educational Psychology, 99, 734–746. doi:10.1037/0022-0663.99.4.734.

    Article  Google Scholar 

  • Reeve, J., & Jang, Y. (2006). What teachers say and do to support students’ autonomy during a learning activity. Journal of Educational Psychology, 98, 209–218. doi:10.1037/0022-0663.98.1.209.

    Article  Google Scholar 

  • Reeve, J., Jang, Y., Carrell, D., Jeon, S., & Barch, J. (2004). Enhancing students’ engagement by increasing teachers’ autonomy support. Motivation and Emotion, 28, 147–169. doi:0146-7239/04/0600-0147/0.

    Article  Google Scholar 

  • 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, 749–761.

    Article  PubMed  Google Scholar 

  • Ryan, R. M., & Deci, E. L. (2000). Self-determination theory and the facilitation of intrinsic motivation, social development and well-being. American Psychologist, 55, 68–78. doi:10.1037110003-066X.55.1.68.

    Article  PubMed  Google Scholar 

  • Ryan, R. M., & Deci, E. L. (2002). On assimilating identities to the self: A self-determination perspective on integration and integrity with cultures. In M. R. Leary & J. P. Tangney (Eds.), Handbook of self and identity (pp. 253–272). New York: The Guilford Press.

    Google Scholar 

  • Soenens, B., & Vansteenkiste, M. (2005). Antecedents and outcomes of self-determination in three life domains: The role of parents’ and teachers’ autonomy support. Journal of Youth and Adolescence, 34, 589–604. doi:10.1007/s10964-005-8948-y.

    Article  Google Scholar 

  • Ullrich-French, S., & Cox, A. (2009). Using cluster analysis to examine the combinations of motivation regulations of physical education students. Journal of Sport and Exercise Psychology, 31, 358–379.

    PubMed  Google Scholar 

  • Vallerand, R. J. (1997). Toward a hierarchical model of intrinsic and extrinsic motivation. In M. P. Zanna (Ed.), Advances in experimental Social Psychology (pp. 271–360). New York: Academic Press.

    Google Scholar 

  • Vallerand, R. J., & Bissonette, R. (1992). Intrinsic, extrinsic and amotivational styles as predictors of behavior: A prospective study. Journal of Personality, 60, 599–620. doi:10.1111/1467-6494.ep9209210978.

    Article  Google Scholar 

  • 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 Academic Motivation Scale (AMS)]. Revue canadienne des sciences du comportement/Canadian Review of Behavioral Sciences, 21, 323–349. doi:10.1037/h0079855.

    Google Scholar 

  • Vallerand, R. J., Fortier, M. N., & Guay, F. (1997). Self-determination and persistence in a real-life setting: Toward a motivational model of high school dropout. Journal of Personality and Social Psychology, 72, 1161–1176.

    Article  PubMed  Google Scholar 

  • Vansteenkiste, M., Sierens, E., Soenens, B., Luyckx, K., & Lens, W. (2009). Motivational profiles from a self-determination perspective: The quality of motivation matters. Journal of Educational Psychology, 101, 671–688. doi:10.1037/a0015083.

    Article  Google Scholar 

  • Vansteenkiste, M., Simons, J., Lens, W., Sheldon, K., & Deci, E. (2004). Motivating learning, performance, and persistence: The synergistic effects of intrinsic goal contents and autonomy-supportive contexts. Journal of Personality and Social Psychology, 87, 246–260. doi:10.1037/0022-3514.87.2.246.

    Article  PubMed  Google Scholar 

  • Vansteenkiste, M., Zhou, M., Lens, W., & Soenens, B. (2005). Experiences of autonomy and control among Chinese learners: Vitalizing or immobilizing? Journal of Educational Psychology, 97, 468–483. doi:10.1037/0022-0663.97.3.468.

    Article  Google Scholar 

  • Vlachopoulos, S. P., Karageorghis, C. I., & Terry, P. C. (2000). Motivation profiles in sport: A self-determination theory perspective. Research Quarterly for Exercise and Sport, 7, 387–397.

    Article  Google Scholar 

  • Walls, T. A., & Little, T. D. (2005). Relations among personal agency, motivation, and school adjustment in early adolescence. Journal of Educational Psychology, 97, 23–31. doi:10.1037/0022-0663.97.1.23.

    Article  Google Scholar 

  • Wang, F. (2008). Motivation and English achievement: An exploratory and confirmatory factor analysis of a new measure for Chinese students of English learning. North American Journal of Psychology, 10, 633–646.

    Google Scholar 

  • Wenzel, K. R., & Wigfield, A. (2009). Handbook of motivation at school. New York, NY: Routledge/Taylor & Francis Group.

    Google Scholar 

Download references

Acknowledgments

This project was supported by the Faculty of Human and Environmental Sciences in the University of La Reunion. The authors are particularly grateful to Pierre Leroyer, Dean of the Faculty, and to administrative services of the Faculty.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Julie Boiché.

Appendix

Appendix

See Table 3.

Table 3 Motivational profiles in education

Rights and permissions

Reprints and permissions

About this article

Cite this article

Boiché, J., Stephan, Y. Motivational profiles and achievement: A prospective study testing potential mediators. Motiv Emot 38, 79–92 (2014). https://doi.org/10.1007/s11031-013-9361-6

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11031-013-9361-6

Keywords

Navigation