Passion and perseverance for long-term goals or grit has been linked to various indices of educational success such as academic achievement, engagement, and motivation. Despite the nascent evidence regarding the beneficial impact of grit, previous investigations adopted a variable-centered approach which could not explore how individuals with different profiles of grit may differ in terms of academic outcomes. The current research aimed to build on the existing grit literature through examining the linkage of grit to test emotions using a person-centered approach among 1,051 Hong Kong Chinese primary school students. Results of cluster analyses showed that there were three naturally-occurring profiles of grit (Cluster 1 = High Perseverance and High Consistency; Cluster 2 = High Perseverance and Low Consistency; Cluster 3 = Low Perseverance and High Consistency) in the present study. Results of the multivariate analysis of variance (MANOVA) demonstrated that students who belonged to Cluster 2 had the highest scores on hope and lowest scores on anxiety and shame. The results imply that espousing high perseverance of effort and low consistency of interest is associated with higher levels of positive activating emotions and reduced levels of negative activating emotional states when taking academic tests.

Abdollahi, A., Abu Talib, M. (2015) Emotional intelligence moderates perfectionism and test anxiety among Iranian students. School Psychology International 36(5): 498512. doi:10.1177/0143034315603445.
Google Scholar | SAGE Journals | ISI
Arana, F. G., Furlan, L. (2016) Groups of perfectionists, test anxiety, and pre-exam coping in Argentine students. Personality and Individual Differences 90: 169173. doi.org/10.1016/j.paid.2015.11.001.
Google Scholar
Bowman, N. A., Hill, P. L., Denson, N., Bronkema, R. (2015) Keep on truckin’ or stay the course? Exploring grit dimensions as differential predictors of educational achievement, satisfaction, and intentions. Social Psychological and Personality Science 6: 639645. doi:10.1177/1948550615574300.
Google Scholar | SAGE Journals | ISI
Braten, I., Olaussen, B. S. (2005) Profiling individual differences in student motivation: A longitudinal cluster-analytic study in different academic contexts. Contemporary Educational Psychology 30: 359396. doi:10.1016/j.cedpsych.2005.01.003.
Google Scholar
Crede, M., Tynan, M. C., Harms, P. D. (2016) Much ado about grit: A meta-analytic synthesis of the grit literature. Journal of Personality and Social Psychology 113: 492511. doi:10.1037/pspp0000102.
Google Scholar | Medline
Csizer, K., Dornyei, Z. (2005) Language learners’ motivational profiles and their motivated learning behavior. Language Learning 55: 613659. doi:10.1111/j.0023-8333.2005.00319.x.
Google Scholar | ISI
Datu, J. A. D. (2014) Forgiveness, gratitude, and subjective wellbeing among Filipino adolescents. International Journal for the Advancement of Counseling 36(3): 262273. doi:10.1007/s10447-013-9205-9.
Google Scholar
Datu, J. A. D., King, R. B., Valdez, J. P. M., Eala, M. S. Grit is associated with lower depression via meaning in life among Filipino high school students. Youth and Society. 2018. Advance online publication. https://doi.org/10.1177/0044118X18760402.
Google Scholar
Datu, J. A. D., Valdez, J. P. M., King, R. B. (2016a) Perseverance counts but consistency does not! Validating the Short-Grit Scale in a collectivist setting. Current Psychology 35: 121130. doi:10.1007/s12144-015-9374-2.
Google Scholar
Datu, J. A. D., King, R. B., Valdez, J. P.M. (2016b) Psychological capital bolsters motivation, engagement, and achievement: Cross-sectional and longitudinal studies. Journal of Positive Psychology 13: 260270. doi: 10.1080/17439760.2016.1257056.
Google Scholar
Datu, J. A. D., Yuen, M., Chen, G. (2017a) Development and validation of the triarchic model of grit scale (TMGS): Evidence from Filipino undergraduate students. Personality and Individual Differences 114: 198205. doi:10.1016/j.paid.2017.04.012.
Google Scholar
Datu, J. A. D., Yuen, M., Chen, G. (2017b) Grit and determination: A review of literature with implications for theory and research. Journal of Psychologists and Counsellors in Schools 27: 168176. doi:0.1017/jgc.2016.2.
Google Scholar
Datu, J. A. D., Yuen, M., Chen, G. The triarchic model of grit is linked to academic success and well-being among Filipino high school students. School Psychology Quarterly. 2018. Advance online publication. doi:10.1037/spq0000234.
Google Scholar | Medline
Duckworth, A. L., Peterson, C., Matthews, M. D., Kelly, D. R. (2007) Grit: Perseverance and passion for long-term goals. Journal of Personality and Social Psychology 92: 10871101. doi:10.1037/0022-3514.92.6.1087.
Google Scholar | Medline | ISI
Duckworth, A. L., Quinn, P. D. (2009) Development and validation of the Short Grit Scale (Grit-S). Journal of Personality Assessment 91: 166174. doi:10.1080/00223890802634290.
Google Scholar | Medline | ISI
Dutke, S., Stöber, J. (2001) Test anxiety, working memory, and cognitive performance: Supportive effects of sequential demands. Cognition & Emotion 15(3): 381389. doi:10.1080/02699930125922.
Google Scholar
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. doi:10.1037/0022-0663.91.3.549.
Google Scholar | ISI
Emmons, R. A., McCullough, M. E. (2003) Counting blessings versus burdens: An experimental investigation of gratitude and subjective well-being in daily life. Journal of Personality and Social Psychology 84: 377389. doi:10.1037/0022-3514.84.2.377.
Google Scholar | Medline | ISI
Eskreis-Winkler, L., Shulman, E. P., Beal, S. A., Duckworth, A. L. (2014) The grit effect: Predicting retention in the military, the workplace, school and marriage. Frontiers in Psychology 5: 36. doi: 10.3389/fpsyg.2014.00036.
Google Scholar | Medline | ISI
Eum, K., Rice, K. G. (2011) Test anxiety, perfectionism, goal orientation, and academic performance. Anxiety, Stress, and Coping 24(2): 167178. doi:10.1080/10615806.2010.488723.
Google Scholar | Medline | ISI
Froh, J. J., Bono, G., Fan, J., Emmons, R. A., Henderson, K., Harris, C., Leggio, H., Wood, A. M. (2014) Nice thinking! An educational intervention that teaches children how to think gratefully. School Psychology Review 43: 132152.
Google Scholar | ISI
Froh, J. J., Emmons, R. A., Card, N. A., Bono, G., Wilson, J. A. (2011) Gratitude and the reduced costs of materialism in adolescents. Journal of Happiness Studies 12: 289302. doi:10.1007/s10902-010-9195-9.
Google Scholar
Gignac, G. E., Szodorai, E. (2016) Effect size guidelines for individual differences researchers. Personality and Individual Differences 102: 7478. doi:10.1016/j.paid.2016.06.069.
Google Scholar | ISI
Hau, K. T., Salili, F. (1991) Structure and semantic differential placement of specific causes: Academic causal attributions by Chinese students in Hong Kong. International Journal of Psychology 26(2): 175193.
Google Scholar | ISI
Hobfoll, S. E. (2002) Social and psychological resources and adaptation. Review of General Psychology 6: 307324. doi:10.1037/1089-2680.6.4.307.
Google Scholar | ISI
Kleiman, E. M., Adams, L. M., Kashdan, T. B., Riskind, J. H. (2013) Gratitude and grit indirectly reduce risk of suicidal ideations by enhancing meaning in life: Evidence for a mediated moderation model. Journal of Research in Personality 47: 539546. doi:10.1016/j.jrp.2013.04.007.
Google Scholar | ISI
Li, J., Zhao, Y., Kong, F., Du, S., Yang, S., Wang, S. Psychometric assessment of the short grit scale among Chinese adolescents. Journal of Psychoeducational Assessment. 201836: 291296.
Google Scholar | SAGE Journals | ISI
Little, R. J. A. (1988) A test of missing completely at random for multivariate data with missing values. Journal of the American Statistical Association 83: 11981202.
Google Scholar | ISI
Martin, A. J., Collie, R. J., Mok, M. M. C., Mcinerney, D. M. (2016) Personal best (PB) goal structure, individual PB goals, engagement, and achievement: A study of Chinese- and English-speaking background students in Australian schools. British Journal of Educational Psychology 86: 7591. doi:10.1111/bjep.12092.
Google Scholar | Medline
Nie, Y., Lau, S., Liau, A. K. (2011) Role of academic self-efficacy in moderating the relation between task importance and test anxiety. Learning and Individual Differences 21(6): 736741. doi:10.1016/j.lindif.2011.09.005.
Google Scholar
Nurmi, J., Aunola, K. (2005) Task-motivation during the first school years: A person-oriented approach to longitudinal data. Learning and Instruction 15: 103122. doi:10.1016/j.learninstruc.2005.04.009.
Google Scholar | ISI
Pekrun, R. (2006) The control-value theory of achievement emotions. Assumptions, corollaries, and implications for educational research and practice. Educational Psychology Review 18: 315341. doi:10.1007/s10648-006-9029-9.
Google Scholar | ISI
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: 3648. doi:10.1016/j.cedpsych.2010.10.002.
Google Scholar | ISI
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: 91105. doi:10.1207/S15326985EP3702_4.
Google Scholar | ISI
Pekrun, R., Goetz, T., Perry, R. P. (2005) Academic Emotions Questionnaire (AEQ). User’s manual, Munich: Department of Psychology, University of Munich.
Google Scholar
Pekrun, R., Goetz, T., Perry, R. P., Kramer, K., Hochstadt, M. (2004) Beyond test anxiety: Development and validation of the Test Emotions Questionnaire (TEQ). Anxiety, Stress and Coping 17: 287316. doi:10.1080/10615800412331303847.
Google Scholar | ISI
Pekrun, R., Frenzel, A., Goetz, T., Perry, R. P. (2007) The control-value theory of achievement emotions: An integrative approach to emotions in education. In: Schutz, P. A., Pekrun, R. (eds) Emotions in education, San Diego, CA: Academic Press, pp. 1336.
Google Scholar
Pekrun, R., Hall, N. C., Goetz, T., Perry, R. P. (2014) Boredom and academic achievement: Testing a model of reciprocal causation. Journal of Educational Psychology 106(3): 696. doi:10.1037/a0036006.
Google Scholar | ISI
Putwain, D. W., Daniels, R. A. (2010) Is the relationship between competence beliefs and test anxiety influenced by goal orientation? Learning and Individual Differences 20(1): 813. doi:10.1016/j.lindif.2009.10.006.
Google Scholar | ISI
Putwain, D., Sander, P., Larkin, D. (2013) Academic self-efficacy in study-related skills and behaviours: Relations with learning-related emotions and academic success. British Journal of Educational Psychology 83(4): 633650. doi:10.1111/j.2044-8279.2012.02084.x.
Google Scholar | Medline
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: 734746. doi:10.1037/0022-0663.99.4.734.
Google Scholar | ISI
Reeve, C. L., Bonaccio, S., Winford, E. C. (2014) Cognitive ability, exam-related emotions and exam performance: A field study in a college setting. Contemporary Educational Psychology 39(2): 124133. doi:10.1016/j.cedpsych.2014.03.001.
Google Scholar
Rimfeld, K., Kovas, Y., Dale, P. S., & Plomin, R. (2016). True grit and genetics: Predicting academic achievement from personality. Journal of Personality and Social Psychology, 111, 780–789.
Google Scholar
Roeser, R. W., Eccles, J. S., Sameroff, A. J. (1998) Academic and emotional functioning in early adolescence: Longitudinal relations, patterns, and prediction by experience in middle school. Development and Psychopathology 10: 321352.
Google Scholar | Medline | ISI
Strayhorn, T. L. (2014). What role does grit play in the academic success of black male collegians at predominantly white institutions? Journal of African American Studies, 18, 1–10.
Google Scholar
Suh, E. M. (2002) Culture, identity consistency, and subjective well-being. Journal of Personality and Social Psychology 83: 13781391. doi:10.1037/0022-3514.83.6.1378.
Google Scholar | Medline | ISI
Suh, E. M. (2007) Downsides of an overly context-sensitive self: Implications from the culture and subjective well-being research. Journal of Personality 75: 13311343. doi:10.1111/j.1467-6494.2007.00477.x.
Google Scholar
Tarbetsky, A. L., Collie, R. J., Martin, A. J. (2016) The role of implicit theories of intelligence and ability in predicting achievement for Indigenous (Aboriginal) Australian students'. Contemporary Educational Psychology 47: 6171.
Google Scholar
Tucker-Drob, E. M., Briley, D. A., Engelhardt, L. E., Mann, F. D., Harden, K. P. (2016) Genetically-mediated associations between measures of childhood character and academic achievement. Journal of Personality and Social Psychology 111: 790815. doi:10.1037/pspp0000098.
Google Scholar | Medline
Vainio, M. M., Daukantaitė, D. (2016) Grit and different aspects of well-being: Direct and indirect relationships via sense of coherence and authenticity. Journal of Happiness Studies 17: 21192147. doi:10.1007/s10902-015-9688-7.
Google Scholar
Villavicencio, F. T., Bernardo, A. B. I. (2016) Beyond math anxiety: Positive emotions predict mathematics achievement, self-regulation, and self-efficacy. The Asia Pacific Education Researcher 25: 415422. doi:10.1007/s40299-015-0251-4.
Google Scholar
Ward, J. H. (1963) Hierarchical grouping to optimize an objective function. Journal of the American Statistical Association 58: 236244.
Google Scholar | ISI
Wolters, C. A., Hussain, M. (2015) Investigating grit and its relations with college students’ self-regulated learning and academic achievement. Metacognition and Learning 10: 293311. doi:10.1007/s11409-014-9128-9.
Google Scholar | ISI
Zeidner, M., Schleyer, E. J. (1999) The big-fish–little-pond effect for academic self-concept, test anxiety, and school grades in gifted children. Contemporary Educational Psychology 24(4): 305329. doi:10.1006/ceps.1998.0985.
Google Scholar | Medline | ISI
View access options

My Account

Welcome
You do not have access to this content.



Chinese Institutions / 中国用户

Click the button below for the full-text content

请点击以下获取该全文

Institutional Access

does not have access to this content.

Purchase Content

24 hours online access to download content

Your Access Options


Purchase

SPI-article-ppv for $36.00

Article available in:

Related Articles

Citing articles: 0