Abstract
The present study aimed to further expound on the research findings of Strunk et al. (Educational Psychology, 41(4), 383–400, 2021) and Elliot and Thrash (Educational Psychology Review, 13(2), 139–156, 2001) by investigating the structure of achievement goals using a sports environment, with a specific interest in the mastery-avoidance construct. According to achievement goal theorists, mastery-avoidance goals involve the aim to avoid losing skills. Using meta-analytic confirmatory factor analysis, the present study found that the 2 × 2 model that included mastery-avoidance goals did not significantly differ from the three-factor model. Mastery-avoidance goals may be more measurable among athletes than in other populations; however, the null difference suggests that the mastery-avoidance construct may need further examination. Future researchers should further investigate the sports environment for specific correlates of mastery-avoidance goals.
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Alivernini, F., Manganelli, S., & Lucidi, F. (2018). Personal and classroom achievement goals: Their structures and relationships. Journal of Psychoeducational Assessment, 36(4), 354–365. https://doi.org/10.1177/0734282916679758
Ames, C. (1992). Classroom: Goals, structures, and student motivation. Journal of Educational Psychology, 84(3), 261–271. https://doi.org/10.1037/0022-0663.84.3.261
Attenweiler, W. J., & Moore, D. (2006). Goal orientations: Two, three, or more factors? Educational and Psychological Measurement, 66(2), 342–352. https://doi.org/10.1177/0013164405282473
Baranik, L. E., Bynum, B. H., Stanley, L. J., & Lance, C. E. (2010). Examining the construct validity of mastery-avoidance achievement goals: A meta-analysis. Human Performance, 23(3), 265–282. https://doi.org/10.1080/08959285.2010.488463
Bardach, L., Oczlon, S., Pietschnig, J., & Lüftenegger, M. (2020). Has achievement goal theory been right? A meta-analysis of the relation between goal structures and personal achievement goals. Journal of Educational Psychology, 112(6), 1197–1220. https://doi.org/10.1037/edu0000419
Bonney, C. R., & Cortina, K. S. (2006, April). From perfectionists to burnouts: Qualitative profiles of mastery-avoidant swimmers and implications for quantitative research [Paper presentation]. American Educational Research Association, San Francisco, CA, United States.
Campbell, H. L., Barry, C. L., Joe, J. N., & Finney, S. J. (2008). Configural, metric, and scalar invariance of the modified Achievement Goal Questionnaire across African American and white university students. Educational and Psychological Measurement, 68(6), 988–1007. https://doi.org/10.1177/0013164408318766
Charalampous, K. (2018). The 2 × 2 achievement goal framework in preadolescents: Factorial and dimensional endorsement in the Greek elementary context. Education Research Journal, 8(1), 21–32.
Cho, E., Toste, J. R., Lee, M., & Ju, U. (2019). Motivational predictors of struggling readers’ reading comprehension: The effects of mindset, achievement goals, and engagement. Read Write, 32, 1219–1242. https://doi.org/10.1007/s11145-018-9908-8
Ciani, K. D., & Sheldon, K. M. (2010). Evaluating the mastery-avoidance goal construct: A study of elite college baseball players. Psychology of Sport and Exercise, 11(2010), 127–132. https://doi.org/10.1016/j.psychsport.2009.04.005
Conroy, D. E., Elliot, A. J., & Hofer, S. M. (2003). A 2 x 2 achievement goals questionnaire for sport: Evidence for factorial invariance, temporal stability, and external validity. Journal of Sport & Exercise Psychology, 25(4), 456–476. https://doi.org/10.1123/jsep.25.4.456
Conroy, D. E., Kaye, M. P., & Coatsworth, J. D. (2006). Coaching climates and the destructive effects of mastery-avoidance achievement goals on situational motivation. Journal of Sport & Exercise Psychology, 28(1), 69–92. https://doi.org/10.1123/jsep.28.1.69
Covington, M. V. (2000). Goal theory, motivation, and school achievement: An integrative review. Annual Review of Psychology, 51, 171–200. https://doi.org/10.1146/annurev.psych.51.1.171
Donnellan, M. B. (2008). A psychometric evaluation of two achievement goal inventories. Educational and Psychological Measurement, 68(4), 643–658. https://doi.org/10.1177/0013164407310125
Dweck, C. S. (1984). Motivation. In R. Glaser & A. Lesgold (Eds.), The handbook of psychology and education (Vol. 1, pp. 87–136). Lawrence Erlbaum.
Elliot, A. J. (1999). Approach and avoidance motivation and achievement goals. Educational Psychologist, 34(3), 169–189. https://doi.org/10.1207/s15326985ep3403_3
Elliot, A. J., & Church, M. A. (1997). A hierarchical model of approach and avoidance achievement motivation. Journal of Personality and Social Psychology, 72(1), 218–232. https://doi.org/10.1037/0022-3514.72.1.218
Elliot, A. J., & Conroy, D. E. (2005). Beyond the dichotomous model of achievement goals in sport and exercise psychology. Sport & Exercise Psychology Review, 1, 17–25.
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(3), 461–475. https://doi.org/10.1037/0022-3514.70.3.461
Elliot, A. J., & McGregor, H. A. (2001). A 2x2 achievement goal framework. Journal of Personality and Social Psychology, 80(3), 501–519. https://doi.org/10.1037/0022-3514.80.3.501
Elliot, A. J., & Murayama, K. (2008). On the measurement of achievement goals: Critique, illustration, and application. Journal of Educational Psychology, 100(3), 613. https://doi.org/10.1037/0022-0663.100.3.613
Elliot, A. J., & Thrash, T. M. (2001). Achievement goals and the hierarchical model of achievement motivation. Educational Psychology Review, 13(2), 139–156. https://doi.org/10.1023/1009057102306
Finney, S. J., Pieper, S. L., & Barron, K. E. (2004). Examining the psychometric properties of the Achievement Goal Questionnaire in a general academic context. Educational and Psychological Measurement, 64(2), 365–382. https://doi.org/10.1177/0013164403258465
Grajcevci, A., & Shala, A. (2021). Exploring achievement goals tendencies in students: The link between achievement goals and types of motivation. Journal of Education, Culture, and Society, 11(1), 265–282. https://doi.org/10.15503/jecs2021.1.265.282
Higashi, R. M., Schunn, C. D., & Flot, J. B. (2017). Different underlying motivations and abilities predict student versus teacher persistence in an online course. Education Technology Research and Development, 65, 1471–1493. https://doi.org/10.1007/s11423-017-9528-z
Hofverberg, A., & Winberg, M. (2020). Challenging the universality of achievement goal models: A comparison of two culturally distinct countries. Scandinavian Journal of Educational Research, 64(3), 333–354. https://doi.org/10.1080/00313831.2018.1544170
Horn, T. S. (2008). Advances in sport psychology (3rd ed.). Human Kinetics.
Hunsu, N., Oje, A. V., Jackson, A., & Olaogun, O. P. (2021). Examining approach and avoidance valences of the 3x2 achievement goal types on an engineering student sample: A validity approach. Frontiers in Psychology, 12, Article 628004. https://doi.org/10.3389/fpsyg.2021.628004
Karakus, M. (2016). Understanding the mastery-avoidance goals construct: An investigation among middle school students in two domains. (Publication No. 10111354) [Doctoral dissertation, Temple University]. ProQuest Dissertations and Theses Global.
King, R. B., & Mendoz, N. B. (2020). Achievement goal contagion: Mastery and performance goals spread among classmates. Social Psychology of Education, 23, 795–814. https://doi.org/10.1007/s11218-020-09559-x
Korn, R. M., Elliot, A. J., & Daumiller, M. (2019). Back to the roots: The 2 × 2 standpoints and standards achievement goal model. Learning and Individual Differences, 72(2019), 92–102. https://doi.org/10.1016/j.lindif.2019.04.009
Lau, K.-L., & Lee, J. (2008). Examining Hong Kong students’ achievement goals and their relations with student’s perceived classroom environment and strategy use. Educational Psychology, 28(4), 357–372. https://doi.org/10.1080/01443410701612008
Lee, M., & Bong, M. (2016). In their own words: Reasons underlying the achievement striving of students in schools. Journal of Educational Psychology, 108(2), 274–294. https://doi.org/10.1037/edu0000048
Linnenbrink-Garcia, L., Tyson, D. F., & Patall, E. A. (2008). When are achievement goal orientations beneficial for academic achievement? A closer look at moderating factors. International Review of Social Psychology, 21, 19–70.
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), 207–218. https://doi.org/10.1037/mot0000195
Maehr, M. L., & Zusho, A. (2009). Achievement goal theory: The past, present, and future. In K. R. Wentzel & A. Wigfield (Eds.), Handbook of motivation at school (pp. 77–104). Routledge.
McCormick, A., Meijen, C., & Marcora, S. (2013). Effects of a motivational self-talk intervention for endurance athletes completing an ultramarathon. The Sport Psychologist, 32(1) 42–50. https://doi.org/10.1123/tsp.2017-0018
Middleton, M. J., & Midgley, C. (1997). Avoiding the demonstration of lack of ability: An underexplored aspect of goal theory. Journal of Educational Psychology, 89(4), 710–718. https://doi.org/10.1037/0022-0663.89.4.710
Midgley, C., Maehr, M. L., Hruda, L. Z., Anderman, E., Anderman, L., Freeman, K. E., Gheen, M., Kaplan, A., Kumar R., Middleton, M. J., Nelson, J., Roeser, R., & Urdan, T. (2000). Manual for the patterns of adaptive learning scales. University of Michigan. http://www.umich.edu/pals/PALS%202000_V12Word97.pdf. Accessed 18 June 2022
Nicholls, J. G. (1984). Achievement motivation: Conceptions of ability, subjective experience, task choice, and performance. Psychological Review, 91(3), 328–346. https://doi.org/10.1037/0033-295x.91.3.328
Ning, H. K. (2016). A psychometric evaluation of the achievement goal questionnaire–revised in Singapore secondary students. Journal of Psychoeducational Assessment, 35(4), 424–436. https://doi.org/10.1177/0734282916629850
Partridge, J. A., Knapp, B. A, & Massengale, B. D. (2014). An investigation of motivational variables in CrossFit facilities. Journal of Strength and Conditioning Research, 28(6), 171–1721. https://doi.org/10.1519/JSC.0000000000000288
Pintrich, P. R. (2000a). An achievement goal theory perspective on issue in motivation terminology, theory, and research. Contemporary Educational Psychology, 25(1), 92–104. https://doi.org/10.1006/ceps.1999.1017
Pintrich, P. R. (2000b). Multiple goals, multiple pathways: The role of goal orientation in learning and achievement. Journal of Educational Psychology, 92(3), 544–555. https://doi.org/10.1037/0022-0663.92.3.544
Pekrun, R., & Marsh, H. W. (2022). Research on situated motivation and emotion: Progress and open problems. Learning and Instruction, 81, 101664. https://doi.org/10.1016/j.learninstruc.2022.101664
Poliandri, D., Sette, S., Vinci, E., & Romiti, S. (2016). Assessing mathematics classroom goal structures in a sample of Italian students during sixth grade. Journal of Psychoeducational Assessment, 36(2), 182–187. https://doi.org/10.1177/0734282916663434
Remedios, R., Kiseleva, Z., & Elliott, J. (2008). Goal orientations in Russian university students: From mastery to performance? Educational Psychology, 28(6), 677–691. https://doi.org/10.1080/01443410802200257
Schreiber, J. B., Nora, A., Stage, F. K., Barlow, E. A., & King, J. (2006). Reporting structural equation modeling and confirmatory factor analysis results: A review. The Journal of Educational Research, 99(6), 323–338. https://doi.org/10.3200/JOER.99.6.323-338
Schwinger, M., & Stiensmeier-Pelster, J. (2011). Performance-approach and performance-avoidance classroom goals and the adoption of personal achievement goals. British Journal of Educational Psychology, 81(4), 680–699. https://doi.org/10.1111/j.2044-8279.2010.02012.x
Schunk, D. H., & Di Benedetto, M. K. (2020). Motivation and social cognitive theory. Contemporary Educational Psychology, 60, 101832. https://doi.org/10.1016/j.cedpsych.2019.101832
Senko, C. (2016). Achievement goal theory: A story of early promises, eventual discords, and future possibilities. In K. R. Wentzel & D. B. Miele (Eds.), Handbook of motivation at school (2nd, pp.75–95). Routledge. https://doi.org/10.4324/9781315773384-11
Sideridis, G. D., & Mouratidis, A. (2008). Forced choice versus open-ended assessments of goal orientations: A descriptive study. International Review of Social Psychology, 21, 219–248.
Stoeber, J., & Rennert, D. (2008). Perfectionism in school teachers: Relations with stress appraisals, co** styles and burnout. Anxiety, Stress & Co**, 21(1), 37–53. https://doi.org/10.1080/10615800701742461
Strunk, K. K. (2014). A factor analytic examination of the Achievement Goal Questionnaire-Revised: A three-factor model. Psychological Reports, 115(2), 400–414. https://doi.org/10.2466/14.03.PR0.115c24z0
Strunk, K. K., & Lane, F. C. (2017). The Beck Depression Inventory, (BDI-II): A cross-sample structural analysis. Measurement and Evaluation in Counseling and Development, 50(1–2), 3–17. https://doi.org/10.1080/07481756.2017.1318636
Strunk, K. K., Lester, W. S., Lane, F. C., Hoover, P. D., & Betties, J. S. (2021). Testing the mastery-avoidance construct in achievement goal theory: A meta-analytic confirmatory factor analysis (MA-CFA) of two achievement goals scales. Educational Psychology, 41(4), 383–400. https://doi.org/10.1080/01443410.2020.1824268
Suprayogi, M. N., Ratriana, L., & Wulandari, A. P. J. (2019). The interplay of academic efficacy and goal orientation toward academic achievement. Journal of Physics: Conference Series, 1175(2019), 1–6. https://doi.org/10.1088/1742-6596/1175/1/012132
Tuominen, H., Juntunen, H., & Niemivirta, M. (2020). Striving for success but at what cost? Subject-specific achievement goal orientation profiles, perceived cost, and academic well-being. Frontiers in Psychology, 11, 557445. https://doi.org/10.3389/fpsyg.2020.557445
Urdan, T., & Kaplan, A. (2020). The origins, evolution, and future directions of achievement goal theory. Contemporary Educational Psychology, 61(2020), Article 101862. https://doi.org/10.1016/j.cedpsych.2020.101862
Valeri, M. (2021). Organizational studies: Implications for the strategic management. Springer. https://doi.org/10.1007/978-3-030-87148-2
Valeri, M., & Baggio, R. (2020a). Social network analysis: Organizational implications in tourism management. International Journal of Organizational Analysis, 29(2), 342–353. https://doi.org/10.1108/IJOA-12-2019-1971
Valeri, M., Baggio. R. (2020b). Italian tourism intermediaries: A social network analysis exploration. Current Issues in Tourism, 24(9), 1270–1283. https://doi.org/10.1080/13683500.2020.1777950
Warburton, V., & Spray, C. (2008). Motivation in physical education across the primary-secondary school transition. Eurpoean Physical Education Review, 14(2), 157–178. https://doi.org/10.1177/1356336X08090704
Warburton, V. E., & Spray, C. M. (2009). Antecedents of approach-avoidance achievement goal adoption in physical education: A longitudinal perspective. Journal of Teaching in Physical Education, 28(2), 214–232. https://doi.org/10.1123/jtpe.28.2.214
Warburton, V., & Spray, C. (2013). Antecedents of approach-avoidance achievement goal adoption: An analysis of two special education activities. European Physical Education Review, 19(2), 215–231. https://doi.org/10.1177/1356336X13486055
Wirthwein, L., Sparfeldt, J. R., Heyder, A., Buch, S. R., Rost, D. H., & Steinmayr, R. (2020). Sex differences in achievement goals: Do school subjects matter? European Journal of Psychology of Education, 35, 403–427. https://doi.org/10.1007/s10212-019-00427-7
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Jang, H.S., Dai, Y., Strunk, K.K. et al. Investigating mastery-avoidance goals using the achievement goal questionnaire for sports (AGQ-S): a meta-analytic confirmatory factor analysis (MA-CFA). Curr Psychol 42, 26527–26534 (2023). https://doi.org/10.1007/s12144-022-03768-7
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DOI: https://doi.org/10.1007/s12144-022-03768-7