Abstract
Achievement goals play an important role in activating and sustaining students’ ongoing motivation, emotional well-being, and achievement attainment over time. However, little is known empirically about the sustained effects of achievement goal profiles on students’ subsequent school achievement, especially for early adolescents during the educational transition. Based on 1764 German students (Mage = 10.47, SD = 0.56; 50.6% female) who participated in a 3-year longitudinal study from Grade 4 to Grade 6, the present research aimed to examine the role of students’ achievement goal profiles in the final year of elementary school in predicting their school achievement one year and two years after the transition to secondary school. Results of regression models showed that endorsing a mastery-oriented profile (vs. a high multiple profile or a low mastery profile) at the end of elementary school predicted higher German grades one year and two years after the transition to secondary school even after controlling for their prior achievement and basic cognitive abilities. Moreover, the sustained beneficial effects of a mastery-oriented profile (vs. a low mastery profile) on students’ achievement gains can be explained by their higher joy of learning. These results indicate that a mastery-oriented profile in elementary school can be considered an important personal factor that facilitates students’ smooth sailing after the transition to secondary school.
Similar content being viewed by others
Notes
In order to highlight the most dominant characteristic of this latent class profile, the class was labeled as “low mastery profile”. However, this profile is substantially the same as profiles in other studies with the label such as low motivation (Wilson et al., 2016), low multiple goals (Valle et al., 2015), low all goals (Wormington & Linnenbrink-Gracia, 2017), and amotivated (Poulin et al., 2010).
References
Ames, C. (1992). Classrooms: Goals, structures, and student motivation. Journal of Educational Psychology, 84, 261–271. https://doi.org/10.1037/0022-0663.84.3.261.
Bae, C. L., & DeBusk-Lane, M. (2018). Motivation belief profiles in science: Links to classroom goal structures and achievement. Learning and Individual Differences, 67, 91–104. https://doi.org/10.1016/j.lindif.2018.08.003.
Bakadorova, O., & Raufelder, D. (2020). The relationship of school self-concept, goal orientations and achievement during adolescence. Self and Identity, 19(2), 235–249. https://doi.org/10.1080/15298868.2019.1581082.
Baranik, L. E., Barron, K. E., & Finney, S. J. (2010). Examining specific versus general measures of achievement goals. Human Performance, 23, 155–172. https://doi.org/10.1080/08959281003622180.
Barron, K. E., & Harackiewicz, J. M. (2001). Achievement goals and optimal motivation: Testing multiple goal models. Journal of Personality and Social Psychology, 80(5), 706–722. https://doi.org/10.1037/0022-3514.80.5.706.
Bergman, L. R, Magnusson, D. & El Khouri, B. M. 2003). Studying individual development in an interindividual context: A person-oriented approach. Chicago, IL: Psychology Press.
Berlyne, D. E. (1978). Curiosity and learning. Motivation and Emotion, 2, 97–175. https://doi.org/10.1080/0895928100362218.
Blackwell, L. S., Trzesniewski, K. H., & Dweck, C. S. (2007). Implicit theories of intelligence predict achievement across an adolescent transition: A longitudinal study and an intervention. Child Development, 78(1), 246–263. https://doi.org/10.1111/j.1467-8624.2007.00995.x.
Bong, M. (2009). Age-related differences in achievement goal differentiation. Journal of Educational Psychology, 101(4), 879–896. https://doi.org/10.1037/a0015945.
Bonsen, M., Lintorf, K. A., Bos, W., & Frey, K. (2008). TIMSS 2007 Grundschule - Eine Einführung in die Studie [TIMSS 2007 Elementary school - An Introduction to the Study]. In W. Bos, M. Bonsen, J. Baumert, M. Prenzel, C. Selter & G. Walther (Hrsg.) (Eds.), TIMSS 2007: Mathematische und naturwissenschaftliche Kompetenzen von Grundschulkindern in Deutschland im internationalen Vergleich [TIMSS 2007: Competencies of German primary school children in mathematics and science in international comparision] (lpp. 19−48). Münster: Waxmann.
Brophy, J. (2005). Goal theorists should move on from performance goals. Educational Psychologist, 40, 167–176. https://doi.org/10.1207/s15326985ep4003_3.
Chatzisarantis, N. L., Ada, E. N., Bing, Q., Papaioannou, A., Prpa, N., & Hagger, M. S. (2016). Clarifying the link between mastery goals and social comparisons in classroom settings. Contemporary Educational Psychology, 46, 61–72. https://doi.org/10.1016/j.cedpsych.2016.04.009.
Daniels, L. M., Stupnisky, R. H., Pekrun, R., Haynes, T. L., Perry, R. P., & Newall, N. E. (2009). A longitudinal analysis of achievement goals: From affective antecedents to emotional effects and achievement outcomes. Journal of Educational Psychology, 101(4), 948–963.
Dweck, C. S., & Leggett, E. L. (1988). A social-cognitive approach to motivation and personality. Psychological Review, 95, 256–273. https://doi.org/10.1037/0033-295X.95.2.256.
Elliot, A. J. (1999). Approach and avoidance motivation and achievement goals. Educational Psychologist, 34, 169–189. https://doi.org/10.1207/s15326985ep3403_3.
Elliot, A. J., & Harackiewicz, J. M. (1996). Approach and avoidance achievement goals and intrinsic motivation: A mediational analysis. Journal of Personality and Social Psychology, 70, 461–475. https://doi.org/10.1037/0022-3514.70.3.461.
Elliot, A. J., McGregor, H. A., & Gable, S. (1999). Achievement goals, study strategies, and exam performance: A mediational analysis. Journal of Educational Psychology, 91(3), 549. https://doi.org/10.1037/0022-0663.91.3.549.
Elliot, E., & Dweck, C. (1988). Goals: An approach to motivation and achievement. Journal of Personality and Social Psychology, 54, 5–12. https://doi.org/10.1037/0022-3514.54.1.5.
Enders, C. K. (2010). Applied missing data analysis. Nwe York, London: The Guilford Press.
Epstein, J. L. (1989). Family structures and student motivation: A developmental perspective. In C Ames, & R Ames (Eds.), Research on motivation in education. Vol. 3. (pp. 259–295). New York: Academic.
Goetz, T., Frenzel, A. C., Pekrun, R., Hall, N. C., & Lüdtke, O. (2007). Between-and within-domain relations of students’ academic emotions. Journal of Educational Psychology, 99(4), 715. https://doi.org/10.1037/0022-0663.99.4.715.
Granzer, D., Köller, O., & Bremerich-Vos, A., et al. (Eds.), (2009). Bildungsstandards Deutsch und Mathematik. Leistungsmessung in der Grundschule [Educational standards for German and mathematics: Assessment in elementary school]. Weinheim: Beltz.
Harackiewicz, J. M., Barron, K. E., Pintrich, P. R., Elliot, A. J., & Thrash, T. M. (2002). Revision of achievement goal theory: Necessary and illuminating. Journal of Educational Psychology, 94, 638–645. https://doi.org/10.1037/0022-0663.94.3.638.
Heller, K. A., & Perleth, C. (2000). Kognitiver Fähigkeitstest für 4. bis 12. Klassen, Revision [Cognitive abilities test for grades 4 to 12, revision]. Göttingen: Hogrefe.
Helmke, A. (1992). Selbstvertrauen und schulische Leistungen [Self-confidence and school achievement]. Göttingen: Hogrefe.
Hodapp, V., Laux, L., & Spielberger, C. D. (1982). Theorie und Messung der emotionalen und kognitiven Komponente der Prüfungsangst [Theory and measurement of emotional and cognitive components of test anxiety]. Zeitschrift für Differentielle und Diagnostische Psychologie, 3, 169–184.
Holden, S. M., Mueller, C. E., Harrell-Williams, L. M., Ford, J. M. & & Jones, M. H. (2021). Comparison of motivational latent profiles using the PALS and AGQ-R. Contemporary Educational Psychology, 67, 101999. https://doi.org/10.1016/j.cedpsych.2021.101999.
Hornstra, L., van der Veen, I., & Peetsma, T. (2016). Domain-specificity of motivation: A longitudinal study in upper primary school. Learning and Individual Differences, 51, 167–178. https://doi.org/10.1016/j.lindif.2016.08.012.
Hornstra, L., Majoor, M., & Peetsma, T. (2017). Achievement goal profiles and developments in effort and achievement in upper elementary school. British Journal of Educational Psychology, 87(4), 606–629. https://doi.org/10.1111/bjep.12167.
Huang, C. (2012). Discriminant and criterion-related validity of achievement goals in predicting academic achievement: A meta-analysis. Journal of Educational Psychology, 104(1), 48. https://doi.org/10.1037/a0026223.
Hulleman, C. S., Schrager, S. M., Bodmann, S. M., & Harackiewicz, J. M. (2010). A meta-analytic review of achievement goal measures: Different labels for the same constructs or different constructs with similar labels. Psychological Bulletin, 136, 422–449. https://doi.org/10.1037/a0018947.
Kaplan, A., & Middleton, M. (2002). Should childhood be a journey or a race? A reply to Harackiewicz et al. Journal of Educational Psychology, 94, 646–648. https://doi.org/10.1037/0022-0663.94.3.646.
Keys, T. D., Conley, A. M., Duncan, G. J., & Domina, T. (2012). The role of goal orientations for adolescent mathematics achievement. Contemporary Educational Psychology, 37(1), 47–54. https://doi.org/10.1016/j.cedpsych.2011.09.002.
Köller, O., & Baumert, J. (1998). Ein deutsches Instrument zur Erfassung von Zielorientierungen bei Schülerinnen und Schülern [A German questionnaire for assessing students’ goal orientations]. Diagnostica, 44, 173–18.
Lavrijsen, J., Vansteenkiste, M., Boncquet, M., & Verschueren, K. (2022). Does motivation predict changes in academic achievement beyond intelligence and personality? A multitheoretical perspective. Journal of Educational Psychology, 114(4), 772. https://doi.org/10.1037/edu0000666.
Lee, M., Bong, M., & Kim, S. I. (2021). Effects of achievement goals on self-control. Contemporary Educational Psychology, 67, 102000. https://doi.org/10.5353/th_b4558921.
Linnenbrink, E. A., & Pintrich, P.R. (2000). Multiple pathways to learning and achievement: The role of goal orientation in fostering adaptive motivation, affect, and cognition. Intrinsic and extrinsic motivation: The search for optimal motivation and performance, 195−227. https://doi.org/10.1016/b978-012619070-0/50030-1.
Linnenbrink-Garcia, L., Patall, E. A., & Pekrun, R. (2016). Adaptive motivation and emotion in education: Research and principles for instructional design. Policy Insights from the Behavioral and Brain Sciences, 3(2), 228–236. https://doi.org/10.1177/2372732216644450.
Linnenbrink-Garcia, L., & Barger, M. M. (2014). Achievement goals and emotions. In R. Pekrun and L. Linenbrink-Garcia (Eds.), International handbook of emotions in education (pp. 142−161). Routledge. https://doi.org/10.4324/9780203148211.ch8.
Litman, J. A., & Spielberger, C. D. (2003). Measuring epistemic curiosity and its diversive and specific components. Journal of Personality Assessment, 80(1), 75–86. https://doi.org/10.1207/s15327752jpa8001_16.
Liu, H., Yao, M., & Li, J. (2020). Chinese adolescents’ achievement goal profiles and their relation to academic burnout, learning engagement, and test anxiety. Learning and Individual Differences, 83, 101945. https://doi.org/10.1016/j.lindif.2020.101945.
Lüftenegger, M., Van De Schoot, R., Schober, B., Finsterwald, M., & Spiel, C. (2014). Promotion of students’ mastery goal orientations: Does TARGET work? Educational Psychology, 34(4), 451–469. https://doi.org/10.1080/01443410.2013.814189.
Lüftenegger, M., Klug, J., Harrer, K., Langer, M., Spiel, C., & Schober, B. (2016a). Students’ achievement goals, learning-related emotions and academic achievement. Frontiers in Psychology, 7, 1–10.
Luo, Z., & Luo, W. (2022). Discrete achievement emotions as mediators between achievement goals and academic engagement of Singapore students. Educational Psychology, 42(6), 749–766. https://doi.org/10.1080/01443410.2022.2048795.
Maaz, K., Baumert, J., Gresch, C., McElvany, N., Anders, Y., Jonkmann, K., Neumann, M. & Watermann, R. (2010). Der Übergang von der Grundschule in die weiterführende Schule. Leistungsgerechtigkeit und regionale, soziale und ethnischkulturelle Disparitäten [The transition from primary to secondary school: Achievement-based equity and regional, social, and ethnic disparities]. Bonn and Berlin: BMBF.
Madjar, N., Ratelle, C. F., & Duchesne, S. (2021). A longitudinal analysis of the relationships between students’ internalized symptoms and achievement goals. Motivation Science, 7(2), 207. https://doi.org/10.1037/mot0000195.
Martin, M. O., Mullis, I. V. S., & Foy, P. (2008). TIMSS 2007: International science report: Findings from IEA’s Trends in International Mathematics and Science Study at the fourth and eighth grades. Chestnut Hill, MA: TIMSS & PIRLS International Study Center, Lynch School of Education, Boston College.
McCutcheon, A. L. (1987). Latent class analysis (Series: Quantitative Applications in the Social Sciences, Vol. 64). Newbury Park, London, New Delhi: Sage. https://doi.org/10.4135/9781412984713.
Midgley, C., Kaplan, A., & Middleton, M. (2001). Performance-approach goals: Good for what, for whom, under what circumstances, and at what cost. Journal of Educational Psychology, 93, 77–86. https://doi.org/10.1037/0022-0663.93.1.77.
Midgley, C., Maehr, M. L., Hruda, L. Z., Anderman, E., Anderman, L., Freeman, K. E., & Gheen, M., et al. (2000). Manual for the patterns of adaptive learning scales. Michigan: University of Michigan.
Mullis, I. V. S., Martin, M. O., Ruddock, G. J., O´Sullivan, C. Y., Arora, A., & Erberber, E. (2005). TIMSS 2007 assessment frameworks. Boston, MA: Boston College, Lynch School of Education International Study.
Mullis, I. V. S., Martin, M. O., & Foy, P. (2008). TIMSS 2007: International mathematics report: Findings from IEA’s Trends in International Mathematics and Science Study at the fourth and eighth grades. Chestnut Hill, MA: TIMSS & PIRLS International Study Center, Lynch School of Education, Boston College.
Muthén, L. K., & Muthén, B. O. (2014). Mplus User’s guide, version 7.3. Los Angeles, CA: Muthén & Muthén.
Niemivirta, M., Pulkka, A-T., Tapola, A., & Tuominen, H. (2019). Achievement goal orientations: A person-oriented approach. In K. A. Renninger, & S. E. Hidi (Eds.). The Cambridge handbook of motivation and learning (pp. 566–616). Cambridge, UK: Cambridge University Press. https://doi.org/10.1017/9781316823279.025.
Paulick, I., Watermann, R., & Nückles, M. (2013). Achievement goals and school achievement: The transition to different school tracks in secondary school. Contemporary Educational Psychology, 38(1), 75–86. https://doi.org/10.1016/j.cedpsych.2012.10.003.
Pintrich, P. R. (2000a). Multiple goals, multiple pathways: The role of goal orientation in learning and achievement. Journal of Educational Psychology, 92, 544–555. https://doi.org/10.1037/0022-0663.92.3.544.
Pintrich, P. R. (2000b). An achievement goal theory perspective on issues in motivation terminology, theory, and research. Contemporary Educational Psychology, 25, 92–104. https://doi.org/10.1006/ceps.1999.1017.
Pekrun, R., Elliot, A. J., & Maier, M. A. (2006). Achievement goals and discrete achievement emotions: A theoretical model and prospective test. Journal of Educational Psychology, 98(3), 583. https://doi.org/10.1037/0022-0663.98.3.583.
Pekrun, R., Elliot, A. J., & Maier, M. A. (2009). Achievement goals and achievement emotions: Testing a model of their joint relations with academic performance. Journal of Educational Psychology, 101(1), 115–135. https://doi.org/10.1037/a0013383.
Pekrun, R., Goetz, T., Frenzel, A. C., Barchfeld, P., & Perry, R. P. (2011). Measuring emotions in students’ learning and performance: The Achievement Emotions Questionnaire (AEQ). Contemporary Educational Psychology, 36(1), 36-48. https://doi.org/10.1016/j.cedpsych.2010.10.002.
Pekrun, R., Goetz, T., Titz, W., & Perry, R. P. (2002). Academic emotions in students’ self-regulated learning and achievement: A program of qualitative and quantitative research. Educational Psychologist, 37(2), 91–105. https://doi.org/10.4324/9781410608628-4.
Poulin, R., Duchesne, S., & Ratelle, C. (2010). Profils de buts d’apprentissage et caractéristiques personnelles des élèves au début du secondaire [Profiles of learning goals and personal characteristics of students at the beginning of the middle school]. Canadian Journal of Behavioral Science, 42, 44–54. https://doi.org/10.1037/a0016544.
Putwain, D. W., Sander, P., & Larkin, D. (2013). Using the 2× 2 framework of achievement goals to predict achievement emotions and academic performance. Learning and Individual Differences, 25, 80–84. https://doi.org/10.1016/j.lindif.2013.01.006.
Rubin, D. B. (1987) Multiple Imputation for Nonresponse in Surveys. Hoboken: NJ: Wiley. https://doi.org/10.1002/9780470316696.
Scherrer, V., Preckel, F., Schmidt, I., & Elliot, A. J. (2020). Development of achievement goals and their relation to academic interest and achievement in adolescence: A review of the literature and two longitudinal studies. Developmental Psychology, 56(4), 795. https://doi.org/10.1037/dev0000898.
Schwinger, M., & Wild, E. (2006). Die Entwicklung von Zielorientierungen im Fach Mathematik von der 3. bis 5 [The development of goal orientations in mathematics from 3rd to 5th grade]. Jahrgangsstufe. Zeitschrift für Pädagogische Psychologie, 20, 269–278. https://doi.org/10.1024/1010-0652.20.4.269.
Schwinger, M., & Stiensmeier-Pelster, J. (2011). Prevention of self-handicapping—The protective function of mastery goals. Learning and Individual Differences, 21(6), 699–709. https://doi.org/10.1016/j.lindif.2011.09.004.
Schwinger, M., & Wild, E. (2012). Prevalence, stability, and functionality of achievement goal profiles in mathematics from third to seventh grade. Contemporary Educational Psychology, 37, 1–13. https://doi.org/10.1016/j.cedpsych.2011.08.001.
Schwinger, M., Steinmayr, R., & Spinath, B. (2016). Achievement goal profiles in elementary school: Antecedents, consequences, and longitudinal trajectories. Contemporary Educational Psychology, 46, 164–179. https://doi.org/10.1016/j.cedpsych.2016.05.006.
Senko, C., Hulleman, C. S., & Harackiewicz, J. M. (2011). Achievement goal theory at the crossroads: Old controversies, current challenges, and new directions. Educational Psychologist, 46(1), 26–47. https://doi.org/10.1080/00461520.2011.538646.
Sideridis, G. D., & Kaplan, A. (2011). Achievement goals and persistence across tasks: The roles of failure and success. The Journal of Experimental Education, 79(4), 429–451. https://doi.org/10.1080/00220973.2010.539634.
Sparfeldt, J. R., Buch, S. R., Wirthwein, L., & Rost, D. H. (2007). Zielorientierungen: Zur Relevanz der Schulfäher [Goal orientations: The relevance of specific goal orientations as well as specific school subjects]. Zeitschrift für Entwicklungspsychologie und Pädagogische Psychologie, 39, 165–176. https://doi.org/10.1026/0049-8637.39.4.165.
Steinmayr, R., Bipp, T., & Spinath, B. (2011). Goal orientations predict academic performance beyond intelligence and personality. Learning and Individual Differences, 21(2), 196–200. https://doi.org/10.1016/j.lindif.2010.11.026.
Theis, D., Sauerwein, M., & Fischer, N. (2020). Perceived quality of instruction: The relationship among indicators of students’ basic needs, mastery goals, and academic achievement. British Journal of Educational Psychology, 90, 176–192. https://doi.org/10.1111/bjep.12313.
Tuominen, H., Niemivirta, M., Lonka, K., & Salmela-Aro, K. (2020). Motivation across a transition: Changes in achievement goal orientations and academic well-being from elementary to secondary school. Learning and Individual Differences, 79, 101854. https://doi.org/10.1016/j.lindif.2020.101854.
Valle, A., Pan, I., Núñez, J. C., Rodríguez, S., Rosário, P., & Regueiro, B. (2015). Multiple goals and homework involvement in elementary school students. The Spanish Journal of Psychology, 18, E81. https://doi.org/10.1017/sjp.2015.88.
Vedder-Weiss, D., & Fortus, D. (2018). Teachers’ mastery goals: Using a self-report survey to study the relations between teaching practices and students’ motivation for science learning. Research in Science Education, 48(1), 181–206. https://doi.org/10.1007/s11165-016-9565-3.
Vu, T., Magis-Weinberg, L., Jansen, B. R., van Atteveldt, N., Janssen, T. W., Lee, N. C., & Meeter, M. (2022). Motivation-achievement cycles in learning: A literature review and research agenda. Educational Psychology Review, 34(1), 39–71. https://doi.org/10.1007/s10648-021-09616-7.
Wilson, T. M., Zheng, C., Lemoine, K. A., Martin, C. P., & Tang, Y. (2016). Achievement goals during middle childhood: Individual differences in motivation and social adjustment. The Journal of Experimental Education, 84(4), 723–743. https://doi.org/10.1080/00220973.2015.1094648.
Wirthwein, L., Sparfeldt, J. R., Pinquart, M., Wegerer, J., & Steinmayr, R. (2013). Achievement goals and academic achievement: A closer look at moderating factors. Educational Research Review, 10, 66–89. https://doi.org/10.1016/j.edurev.2013.07.001.
Wormington, S. V., & Linnenbrink-Garcia, L. (2017). A new look at multiple goal pursuit: the promise of a Person-Centered Approach. Educational Psychology Review, 1−39. https://doi.org/10.1007/s10648-016-9358-2.
Zhang, Y., Watermann, R., & Daniel, A. (2016). Are multiple goals in elementary students beneficial for their school achievement? A latent class analysis. Learning and Individual Differences, 51, 100–110. https://doi.org/10.1016/j.lindif.2016.08.023.
Acknowledgements
The authors express sincere gratitude to Professor Levesque and three anonymous reviewers for their valuable and insightful comments.
Authors’ Contributions
Y.Z. conceived of the present study questions, interpreted the data, performed statistical analysis, drafted and revised the manuscript; R.W. participated in the design and data collection of the study, conceived of the present study questions, provided critical review of the manuscript; A.D. helped in conceiving of the study, critically reviewing the manuscript. All authors edited, reviewed, and approved the final manuscript.
Data Sharing and Declaration
The datasets generated and/or analyzed during the current study are not publicly available but are available from the corresponding author on reasonable request.
Funding
This work was supported by the Humanities and Social Sciences Youth Foundation of Ministry of Education of China (Grant No. 22YJC880114) and Program for Innovation Research in Central University of Finance and Economics.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of Interest
The authors declare no competing interests.
Ethical Approval
The first wave of the study (T1) was part of TIMSS 2006, which was conducted according to the standards of the International Association for the Evaluation of Educational Achievement (IEA). The implementation of the postal surveys (T2-T4) has been approved by the data protection officers of the 13 federal states in Germany, which were included.
Informed Consent
Informed consent was obtained from all participating children and their parents through the schools (TIMSS 2006) or through a written declaration of consent (postal surveys).
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Zhang, Y., Watermann, R. & Daniel, A. The Sustained Effects of Achievement Goal Profiles on School Achievement across the Transition to Secondary School. J. Youth Adolescence 52, 2078–2094 (2023). https://doi.org/10.1007/s10964-023-01813-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10964-023-01813-7