The effects of children’s self-educational aspiration and self-efficacy on mathematics achievement: A moderated chained mediation model
Many previous studies have discussed the influence of extrinsic factors (e.g. living environment) on academic achievement of children from western China. The present study focused on four non-cognitive factors, self-educational aspiration, self-efficacy, instrumental motivation, and anxiety, which could affect mathematics achievement. The purpose of this study was to investigate the mechanisms how these four non-cognitive factors affected mathematics achievement. 5774 primary school students from 4th and 5th grade in western China participated in this study. A moderated chained mediation model was constructed. The results showed that self-educational aspiration could positively predict mathematics achievement. However, instrumental motivation and anxiety formed chained mediation between self-educational aspiration and mathematics achievement, and negatively predicted mathematics achievement. Besides, self-efficacy played a moderated role in the relationship between self-educational aspiration and anxiety.
Ahuja, A. (2016). A Study of Self-Efficacy among Secondary School Students in relation to Educational Aspiration and Academic Achievement. Education and Applied Social Sciences, 7, 275-283. https://doi.org/10.5958/2230-7311.2016.00048.9
Akin, A., & Kurbanoglu, I. N. (2011). The relationships between math anxiety, math attitudes, and self-efficacy: A structural equation model. Studia Psychologica, 53, 263-273. https://search.proquest.com/docview/901145402?accountid=17142
Aldous, J. (2006). Family, Ethnicity, and Immigrant Youths’ Educational Achievements. Journal of Family Issues, 27, 1633-1667. https://doi.org/10.1177/0192513X06292419
Ashcraft, M. H. (2002). Math anxiety: Personal, educational, and cognitive consequences. Current Directions in Psychological Science, 11, 181-185. https://doi.org/10.1111/1467-8721.00196
Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 2, 191-215. https://doi.org/10.1016/0146-6402(78)90002-4
Bandura, A. (1995). Self-efficacy in changing societies. England: Cambridge University.
Creed, P. A., Conlon, E. G., & Zimmer-Gembeck, M. J. (2007). Career barriers and reading ability as correlates of career aspirations and expectations of parents and their children. Journal of Vocational Behavior, 70, 242-258. https://doi.org/ 10.1016/j.jvb.2006.11.001
Daniela, R., Margherita, B., Moè A., Robert, S., & Stephanie, L. (2018). Enjoyment, boredom, anxiety in elementary schools in two domains: Relations with achievement. The Journal of Experimental Education, 1-21. https://doi.org/10.1080/00220973.2018.1448747
El-Anzi, & Owayed, F. (2005). Academic achievement and its relationship with anxiety, self-esteem, optimism, and pessimism in Kuwaiti students. Social Behavior and Personality: an international journal, 33, 95-104. https://doi.org/10.2224/sbp.2005.33.1.95
Essau, C. A., Leung, P. W. L., Conradt, J., Cheng, H., & Wong, T. (2008). Anxiety symptoms in Chinese and German adolescents: their relationship with early learning experiences, perfectionism, and learning motivation. Depression and anxiety, 25, 801-810. https://doi.org/10.1002/da.20334
Giannelli, G. C., & Rapallini, C. (2018). Parental occupation and children's school outcomes in math. Social Science Electronic. https://ideas.repec.org/p/frz/wpaper/wp2018_06.rdf.html
Kalaycioglu, D. B. (2015). The influence of socioeconomic status, self-efficacy, and anxiety on mathematics achievement in England, Greece, Hong Kong, the Netherlands, Turkey, and the USA. Kuram Ve Uygulamada Egitim Bilimleri, 15, 1391-1401. https://doi.org/10.12738/estp.2015.5.2731
Khalaila, R. (2015). The relationship between academic self-concept, intrinsic motivation, test anxiety, and academic achievement among nursing students: mediating and moderating effects. Nurse Education Today, 35, 432-438. https://doi.org/10.1016/j.nedt.2014.11.001
Lens, W., Paixão, M. P., & Herrera, D. (2009). Instrumental motivation is extrinsic motivation: So what???. Psychologica, 50, 21-40. https://doi.org/10.14195/1647-8606_50_2
Loo, C. W., & Choy, J. (2013). Sources of Self-Efficacy Influencing Academic Performance of Engineering Students. American Journal of Educational Reseach, 3, 86-92. https://doi.org/10.12691/education-1-3-4
Macher, D., Paechter, M., Papousek, I., & Kai, R. (2012). Statistics anxiety, trait anxiety, learning behavior, and academic performance. European Journal of Psychology of Education, 27, 483-498. https://doi.org/10.1007/s10212-011-0090-5
Mcmullan, M., Jones, R., & Lea, S. (2012). Math anxiety, self‐efficacy, and ability in British undergraduate nursing students. Research in Nursing and Health, 35, 178-186. https://doi.org/10.1002/nur.21460
Mohammad, N., Akhtar, A., Saira, M., & Syeda U. Z. (2012). Impact of Anxiety on the Academic Achievement of Students. International Online Journal of Educational Sciences, 4, 519-528. https://doi.org/622b/522db18af95ad25959f6cf094bd7219c6e10
Nilsen, C. (2011). The role of parent expectations on adolescent educational aspirations. Educational Studies, 37, 89-99. https://doi.org/10.1080/03055691003728965
Nunez-Pena, M. I., Suarez, P. M., & Bono, R. (2013). Effects of math anxiety on student success in higher education. International Journal of Educational Research, 58, 36-43. https://doi.org/10.1016/j.ijer.2012.12.004
Organisation for Economic Co-operation and Development. (2013). PISA 2012 results: Ready to learn: Students’ engagement, drive and self-beliefs (Volume III).
Organisation for Economic Co-operation and Development. (2014). PISA 2012 Technical Report.
Purnami, A. S., Widodo, S. A., & Prahmana, R. C. I. (2018). The effect of team accelerated instruction on students’ mathematics achievement and learning motivation. Journal of Physics Conference Series, 948, 1-6. https://doi.org/10.1088/1742-6596/948/1/012020
Razavi, S., Shahrabi, A., & Siamian, H. (2017). The relationship between research anxiety and self-efficacy. Materia Socio Medica, 29, 247–250. https://doi.org/10.5455/msm.2017.29.247-250
Recber, S., & Isiksal, M. (2018). Investigating self-efficacy, anxiety, attitudes and mathematics achievement regarding gender and school type. Anales De Psicología, 34, 41-51. https://doi.org/10.6018/analesps.34.1.229571
Rutchick, A. M., Smyth, J. M., Lopoo, L. M., & Dusek, J. B. (2009). Great Expectations: The Biasing Effects of Reported Child Behavior Problems on Educational Expectancies and Subsequent Academic Achievement. Journal of Social & Clinical Psychology, 28, 392-413. https://doi.org/10.1521/jscp.2009.28.3.392
Schoon, I., Parsons, S., & Sacker, A. (2004). Socioeconomic Adversity, Educational Resilience, and Subsequent Levels of Adult Adaptation. Journal of Adolescent Research, 19, 383-404. https://doi.org/10.1177/0743558403258856
Schraw, G., & Sinatra, G. M. (2004). Epistemological development and its impact on cognition in academic domains. Contemporary Educational Psychology, 29, 95-102. https://doi.org/10.1016/j.cedpsych.2004.01.005
Singh, K., Granville, M., & Dika, S. (2002). Mathematics and Science Achievement: Effects of Motivation, Interest, and Academic Engagement. Journal of Educational Research, 95, 323-332. https://doi.org/10.1080/00220670209596607
Skaalvik, E. M., Federici, R. A., & Klassen, R. M. (2015). Mathematics achievement and self-efficacy: Relations with motivation for mathematics. International Journal of Educational Research, 72, 129-136. https://doi.org/10.1016/j.ijer.2015.06.008
Spelke, & Elizabeth, S. (2005). Sex differences in intrinsic aptitude for mathematics and science: A critical review. American Psychologist, 60, 950-958. https://doi.org/10.1037/0003-066X.60.9.950
Stetz, T. A., Stetz, M. C., & Bliese, P. D. (2006). The importance of self-efficacy in the moderating effects of social support on stressor–strain relationships. Work & Stress, 101, 49-59. https://doi.org/10.1080/02678370600624039
Strand, S. (2011). The limits of social class in explaining ethnic gaps in educational attainment. British Educational Research Journal, 37, 197-229. https://doi.org/10.1080/01411920903540664
Sy, S., & Schulenberg, J. (2005). Parent beliefs and children’s achievement trajectories during the transition to school in Asian American and European American families. International Journal of Behavioral Development, 29, 505-515. https://doi.org/10.1177/01650250500147329
Taylor, S. E., & Brown, J. D. (1988). Illusion and well-being: A social psychological perspective on mental health. Psychological Bulletin, 103, 193-210. https://doi.org/10.1037/0033-2909.103.2.193
The Research Group from Central Institute of Educational Science & Tian, H. (2011). The survey report about academic achievement of sixth grade students in China. Educational Research, 1, 27-38.
Thiessen, V. (2007). The impact of factors on trajectories that lead to a high school diploma and to participation in post-secondary education among those with low reading competencies at age 15. https://www.worldcat.org/oclc/802319503
Tuncer, M., & Dogan, Y. (2015). Effect of foreign language classroom anxiety on Turkish University students' academic achievement in foreign language learning. Journal of Education & Training Studies, 3, 14-19. https://doi.org/10.11114/jets.v3i6.998
Uguroglu, M. E., & Walberg, H. J. (1979). Motivation and achievement: A quantitative synthesis. American Educational Research Journal, 16, 375-389. https://doi.org/10.3102/00028312016004375
Wigfield, A., & Eccles, J. S. (2000). Expectancy-value theory of achievement motivation. Contemporary Educational Psychology, 25, 68-81. https://doi.org/10.1006/ceps.1999.1015
Wu, S. S., Barth, M., Amin, H., Malcarne, V., & Menon, V. (2012). Math anxiety in second and third graders and its relation to mathematics achievement. Frontiers in Psychology, 3, 162-172. https://doi.org/10.3389/fpsyg.2012.00162
Xu, X., Lou, L., Wang, L., & Pang, W. (2017). Adolescents’ perceived parental psychological control and test anxiety: Mediating role of academic self-efficacy. Social Behavior and Personality, 45, 1573-1583. https://doi.org/10.2224/sbp.6754
Yamamoto, Y., & Holloway, S. D. (2010). Parental Expectations and Children’s Academic Performance in Sociocultural Context. Educational Psychology Review, 22, 189-214. https://doi.org/10.1007/s10648-010-9121-z
Zajacova, A., Lynch, S. M., & Espenshade, T. J. (2005). Self-Efficacy, Stress, and Academic Success in College. Research in Higher Education, 46, 677-706. https://doi.org/10.1007/s11162-004-4139-z
Zhang, Y., Haddad, E., Torres, B., & Chen, C. (2011). The reciprocal relationships among parents’ expectations, adolescents’ expectations, and adolescents’ achievement: A two-wave longitudinal analysis of the NELS data. Journal of Youth and Adolescence, 40, 479-489. https://doi.org/10.1007/s10964-010-9568-8
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