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The association between mathematical attitudes, academic procrastination and mathematical achievement among primary school students: the moderating effect of mathematical metacognition

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Abstract

This study aimed to better understand the links among academic attitudes, academic procrastination, metacognition, and academic achievement in mathematics among school-age children. In total, 614 urban primary school students from third to sixth grade participated in this study and were asked to complete the Attitude toward Mathematics Inventory, the Academic Procrastination Scale and the Pupils’ Metacognitive Ability in Mathematics Questionnaire. The results revealed significant correlations among the students’ mathematical attitudes, academic procrastination, mathematical metacognition and mathematical achievement. The results also revealed that the impact of mathematical attitudes on mathematical achievement was partially mediated by academic procrastination. Moreover, mathematical metacognition moderated the relation between academic procrastination and mathematical achievement among the female students but not the male students. In particular, the higher the female students’ mathematical metacognition, the weaker the effect of academic procrastination on mathematical achievement. Implications for future research and educational practice are also discussed.

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References

  • Adamu, G. S. (2014). Mathematics anxiety among engineering students and its relationship with achievement in calculus. International Journal of Psychology and Counseling, 6(1), 10–13.

    Article  Google Scholar 

  • Aiken Jr., L. R. (1970). Attitudes toward mathematics. Review of Educational Research, 40(4), 551–596.

    Article  Google Scholar 

  • Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211.

    Article  Google Scholar 

  • Akin, A., & Kurbanoglu, I. N. (2011). The relationships between math anxiety, math attitudes, and self-efficacy: A structural equation model. Studia Psychologica, 53(3), 263–273.

    Google Scholar 

  • Akpur, U. (2017). Predictive and explanatory relationship model between procrastination, motivation, anxiety and academic achievement. Eurasian Journal of Educational Research, 17(69), 221–240.

    Article  Google Scholar 

  • Alireza, B., Hamideh, R., & Kazem, B. B. (2016). Investigating relation between academic procrastination and math performance of students in first year of high school. Journal of Educational and Management Studies, 6(3), 62–67.

    Google Scholar 

  • Arbuckle, J. L. (2011). AMOS 20 user's guide. SPSS Inc.

  • Ariely, D., & Wertenbroch, K. (2002). Procrastination, deadlines, and performance: Self-control by precommitment. Psychological Science, 13(3), 219–224.

    Article  PubMed  Google Scholar 

  • Arslan, H., Canh, M., & Sabo, H. M. (2012). A research of the effect of attitude, achievement, and gender on mathematic education. Acta Didactica Napocensia, 5(1), 45–52.

    Google Scholar 

  • Asante, K. O. (2012). Secondary students’ attitudes towards mathematics. IFE PsychologIA, 20(1), 121–133.

    Google Scholar 

  • Cargnelutti, E., Tomasetto, C., & Passolunghi, M. C. (2016). How is anxiety related to math performance in young students? A longitudinal study of grade 2 to grade 3 children. Cognition and Emotion, 31(4), 755–764.

    Article  PubMed  Google Scholar 

  • Ceci, S. J., & Williams, W. M. (2010). Sex differences in math-intensive fields. Current Directions in Psychological Science, 19, 275–279.

    Article  PubMed  PubMed Central  Google Scholar 

  • Chua, Y. J., Hong, K. S., Law, L., Ting, L. N., & Othman, A. E. A. (2010). Attitudes towards mathematics, beliefs about mathematics learning, confidence in solving mathematical problems and mathematics performance. In K. S., Hong, L., Law, T. L., Liau, Abang Ekhsan Abang Othman & Hassbee Usop. Affective factors impacting mathematics teaching and learning (pp. 46–73). Profes

  • Deng, X. P., Luo, X. W., & Wu, Y. Z. (2016). The mediating effect of parental involvement between family socioeconomic status and academic performance: Meta-analysis structural equation modeling. Advances in Psychological Science, 24(12), 1844–1853.

    Article  Google Scholar 

  • Devine, A., Fawcett, K., Szucs, D., & Dowker, A. (2012). Gender differences in mathematics anxiety and the relation to mathematics performance while controlling for test anxiety. Behavioral and Brain Functions, 8, 33. https://doi.org/10.1186/1744-9081-8-33.

    Article  PubMed  PubMed Central  Google Scholar 

  • Ding, X. C., Shi, X. X., & Liu, J. S. (2012). Academic achievement and internalizing problem: A one-year longitudinal study. Chinese Journal of Clinical Psychology, 20(5), 697–701.

    Google Scholar 

  • Duda, G., & Garrett, K. (2008). Blogging in the physics classroom: A research-based approach to shaping students’ attitudes toward physics. American Journal of Physics, 76(11), 1054–1065.

    Article  Google Scholar 

  • Ellis, J. A. (1977). Transfer failure and proactive interference in short-term memory. Journal of Experimental Psychology: Human Learning and Memory, 3(2), 211–221.

    Google Scholar 

  • Else-Quest, N., Hyde, J. S., & Linn, M. (2010). Cross-national patterns of gender differences in mathematics: A meta-analysis. Psychological Bulletin, 136(1), 103–127.

    Article  PubMed  Google Scholar 

  • Eniolorunda, T., & Adesokan, A. (2015). Emotional intelligence, academic procrastination and academic achievement in two tertiary institutions in South-Western Nigeria. Gender and Behaviour, 13(1), 6482–6487.

    Google Scholar 

  • Farooq, M. S., & Shah, S. Z. U. (2008). Students’ attitude towards mathematics. Pakistan Economic and Social Review, 46(1), 75–83.

    Google Scholar 

  • Fernie, B. A., Kopar, U. Y., Fisher, P. L., & Spada, M. M. (2018). Further development and testing of the metacognitive model of procrastination: Self-reported academic performance. Journal of Affective Disorders, 240, 1–5.

    Article  PubMed  Google Scholar 

  • Goroshit, M. (2018). Academic procrastination and academic performance: An initial basis for intervention. Journal of Prevention & Intervention in the Community, 46(2), 131–142.

    Article  Google Scholar 

  • Hao, J. J., Qi, L., & Chen, Y. H. (2011). The metacognitive ability of six-year primary school students with mathematics learning disabilities and their performance on application problem tests. Chinese Journal of Special Education, 128(2), 52–57.

    Google Scholar 

  • Holton, D., & Clarke, D. (2015). Scaffolding and metacognition. International Journal of Math Education Science Technology, 37(2), 127–143.

    Article  Google Scholar 

  • Jaafar, W. M. W., & Ayub, A. F. M. (2010). Mathematics self-efficacy and metacognition among university students. Procedia-Social Behavioral Science, 8, 519–524.

    Article  Google Scholar 

  • Jansen, B. R. J., Louwerse, J., Straatemeier, M., Van der Ven, S. H. G., Klinkenberg, S., & Van der Maas, H. L. J. (2013). The influence of experiencing success in math on math anxiety, perceived math competence, and math performance. Learning and Individual Differences, 24, 190–197.

    Article  Google Scholar 

  • Job, V., Walton, G. M., Bernecker, K., & Dweck, C. S. (2015). Implicit theories about willpower predict self-regulation and grades in everyday life. Journal of Personality and Social Psychology, 108(4), 637–647.

    Article  PubMed  Google Scholar 

  • Karjanto, N. (2017). Attitude toward mathematics among the students at Nazarbayev University foundation year Programme. International Journal of Mathematical Education in Science and Technology, 48(6), 849–863.

    Article  Google Scholar 

  • Kazuhiro, O., & Tetsuya, H. (2018). Beyond intelligence: A meta-analytic review of the relationship among metacognition, intelligence, and academic performance. Metacognition and Learning, 13, 179–212.

    Article  Google Scholar 

  • Kleitman, S., & Gibson, J. (2011). Metacognitive beliefs, self-confidence and primary learning environment of sixth grade students. Learning and Individual Differences, 21(6), 728–735.

    Article  Google Scholar 

  • Krispenz, A., & Gort, C. (2019). How to reduce test anxiety and academic procrastination through inquiry of cognitive appraisals: A pilot study investigating the role of academic self-efficacy. Frontiers in Psychology, 10, 1917. https://doi.org/10.3389/fpsyg.2019.01917.

    Article  PubMed  PubMed Central  Google Scholar 

  • Kyttala, M., & Bjorn, P. M. (2010). Prior mathematics achievement, cognitive appraisals and anxiety as predictors of Finnish students’ later mathematics performance and career orientation. Educational Psychology, 30(4), 432–448.

    Article  Google Scholar 

  • Lay, C. H. (1986). At last, my research article on procrastination. Journal of Research in Personality, 20(4), 474–495.

    Article  Google Scholar 

  • Li, J., Li, X. L., Qi, S. S., & Li, F. J. (2012). The effect of time management group counseling on academic procrastination in the preliminary school students. China Journal of Health Psychology, 20(9), 1355–1357.

    Google Scholar 

  • Li, M. M. (2013). The study on the current situation and causes of primary students’ academic procrastination (master thesis). Liaoning Normal University

  • Lin, L., & Bai, X. W. (2014). A study of academic procrastination based on the theory of planned behavior. Chinese Journal of Clinical Psychology, 22(5), 855–863.

    Google Scholar 

  • Lin, S. H., & Huang, Y. C. (2014). Development and application of a Chinese version of the short attitudes toward mathematics inventory. International Journal of Science and Mathematics Education, 14(1), 193–216.

    Article  Google Scholar 

  • Lin, Y. H., Lu, B. H., & Liu, D. Q. (2008). An investigation of mathematics learning attitude of pupils in ethnic regions. Journal of Research on Education for Ethnic Minorities, 19(5), 33–37.

    Google Scholar 

  • Liu, Y. (2014). The diagnosis and clinical research on students’ academic procrastination in meta-cognitive intervention technique (master thesis). Liaoning Normal University

  • Ma, X., & Kishor, N. (1997). Assessing the relationship between attitude toward mathematics and achievement in mathematics: A meta-analysis. Journal for Research in Mathematics Education, 28(1), 26–47.

    Article  Google Scholar 

  • Ma, X. Y. (2015). A path analysis of the impact of parental rearing patterns and academic procrastinations on pupils' academic level. Chinese Journal of School Health, 36(12), 1896–1899.

    Google Scholar 

  • Ma, X. Y., & Zhang, Y. L. (2016). A survey of the relationship between pupils’ academic procrastination and parenting styles. Educational Measurement and Evaluation, 3, 38–43.

    Google Scholar 

  • Mohamed, L., & Waheed, H. (2011). Secondary students’ attitude towards mathematics in a selected school of Maldives. International Journal of Humanities and Social Science, 1(15), 277–281.

    Google Scholar 

  • Özcan, Z. C., & Eren, G. A. (2019). A modeling study to explain mathematical problem-solving performance through metacognition, self-efficacy, motivation, and anxiety. Australian Journal of Education, 63(1), 116–134.

    Article  Google Scholar 

  • Panaoura, A., & Philippou, G. (2007). The developmental change of young pupils’ metacognitive ability in mathematics in relation to their cognitive abilities. Cognitive Development, 22(2), 149–164.

    Article  Google Scholar 

  • 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), 583–597.

    Article  Google Scholar 

  • Podsakoff, P. M., & Organ, D. W. (1986). Self-reports in organizational research: Problems and prospects. Journal of Management, 12, 531–544.

    Article  Google Scholar 

  • Pugalee, D. (2010). Writing, mathematics, and metacognition: Looking for connections through students' work in mathematical problem solving. School Science and Mathematics, 101(5), 236–245.

    Article  Google Scholar 

  • Sahin, S. M., & Kendir, F. (2013). The effect of using metacognitive strategies for solving geometry problems on students achievement and attitude. Educational Research and Reviews, 8, 1777–1792.

    Google Scholar 

  • Schneider, W., & Artelt, C. (2010). Metacognition and mathematics education. ZDM: the international journal on mathematics education, 42(2), 149–161.

    Article  Google Scholar 

  • Schraw, G., & Graham, T. (1997). Helping gifted students develop metacognitive awareness. Roeper Review, 20, 4–8.

    Article  Google Scholar 

  • Schwartz, C. S., & Sinicrope, R. (2013). Prospective elementary teachers' perceptions of gender differences in children's attitudes toward mathematics. School Science and Mathematics, 113(8), 410–416.

    Article  Google Scholar 

  • Shang, X. Y., & Qu, K. J. (2019). The relationship between learning attitude and academic procrastination in senior elementary school students: The mediating effect of academic emotions. Mental Health Education in Primary and Secondary School, 17, 8–12.

    Google Scholar 

  • Shanna, E., & Evan, H. (2015). Metacognition and confidence: Comparing math to other academic subjects. Frontiers in Psychology, 6, 742. https://doi.org/10.3389/fpsyg.2015.00742.

    Article  Google Scholar 

  • Shen, J. L., & Chen, Y. H. (2014). Handbook of research instruments of educational psychology in China. Higher Education Press

  • Shi, B. G., & Shen, J. L. (2007). The relationships among family SES, intelligence, intrinsic motivation and creativity. Psychological Development and Education, 23(1), 30–34.

    Google Scholar 

  • Solomon, L. J., & Rothblum, E. D. (1984). Academic procrastination: Frequency and cognitive-behavioral correlates. Journal of Counseling Psychology, 31(4), 504–510.

    Article  Google Scholar 

  • Sumpter, L. (2013). Themes and interplay of beliefs in mathematical reasoning. International Journal of Science and Mathematics Education, 11(5), 1115–1135.

    Article  Google Scholar 

  • Tang, X. F. (2012). A study of academic emotion, metacognition and academic procrastination in junior middle school students (master thesis). Northeast Normal University

  • Tapia, M., & Marsh, G. E. (2004). An instrument to measure mathematics attitudes. Academic Exchange Quarterly, 8(2), 16–21.

    Google Scholar 

  • Wang, L., Fang, P., & Guo, D. J. (1999). The nature, structure and evaluation method of metacognition. Advances in Psychological Science, 7(1), 6–11.

    Google Scholar 

  • Wen, Z. L., & Ye, B. J. (2014). Different methods for testing moderated mediation model: Competitors or backups? Acta Psychologica Sinica, 46(5), 714–726.

    Article  Google Scholar 

  • Wonjoon, H., Matthew, L. B., & Harsha, N. P. (2020). A latent profile analysis of undergraduates’ achievement motivations and metacognitive behaviors, and their relations to achievement in science. Journal of Educational Psychology, in press., 112, 1409–1430. https://doi.org/10.1037/edu0000445.

    Article  Google Scholar 

  • Wolters, C. A. (2003). Understanding procrastination from a self-regulated learning perspective. Journal of Educational Psychology, 95(1), 179–187.

    Article  Google Scholar 

  • Xiong, H. X., Zhang, J., Ye, B. J., Zheng, X., & Sun, P. Z. (2012). Common method variance effects and the models of statistical approaches for controlling it. Advances in Psychological Science, 20(5), 757–769.

    Article  Google Scholar 

  • Zepeda, C. D., Richey, J. E., Ronevich, P., & Nokes-Malach, T. J. (2015). Direct instruction of metacognition benefits adolescent science learning, transfer, and motivation: An in vivo study. Journal of Educational Psychology, 107(4), 954–970.

    Article  Google Scholar 

  • Zhang, J., Huang, B. J., Si, J. W., & Guan, D. X. (2018). Relationship between math anxiety and mathematical achievement in township pupils: The chain mediating roles of mathematical self-efficacy and metacognition. Psychological Development and Education, 34(4), 453–460.

    Google Scholar 

  • Zheng, Z. G., Liu, J. P., Dong, S. H., Jiang, Y., & Liao, H. (2018). The relationship between high grade pupils’ parenting styles and academic procrastination: The mediating effect of time management disposition. Studies of Psychology and Behavior, 16(6), 786–792.

    Google Scholar 

  • Zhou, H., & Long, L. R. (2004). Statistical remedies for common method biases. Advances in Psychological Science, 12(6), 942–950.

    Google Scholar 

  • Zhou, S. Z., Han, C. C., & Chen, Y. H. (2014). Mediating role of pupils’ metacognitive ability in math between mathematics anxiety and math academic achievement. Journal of Mathematics Education, 23(5), 1835–1849.

    Google Scholar 

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Acknowledgements

This work was supported by the Provincial Project of National Undergraduate Training Program for Innovation and Entrepreneurship of China (201910445045) and Humanities and Social Sciences Fund of the Ministry of Education of the People’s Republic of China (18YJA190014). We would like to thank all the teachers and students who participated in the data collections.

Data Availability Statement

The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request.

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  1. School of Psychology, Shandong Normal University, No. 1, University Road, University Technology Garden, Changqing District, Jinan, China

    Xiaoran Xue, Yangyang Wang, Hongxia Li, Jia Gao & Jiwei Si

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Xue, X., Wang, Y., Li, H. et al. The association between mathematical attitudes, academic procrastination and mathematical achievement among primary school students: the moderating effect of mathematical metacognition. Curr Psychol 42, 7953–7964 (2023). https://doi.org/10.1007/s12144-021-02133-4

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