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Factors Influencing Mathematics Achievement among Secondary School Students

A Review

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The Future of Educational Research

Part of the book series: Bold Visions in Educational Research ((BVER))

Abstract

Secondary schooling is an important stage of education during which students acquire skills needed for future education and employment. Gaining mathematical knowledge and competence is an integral part of this process. Studies have stressed the importance of achieving necessary mathematical skills, and of success in secondary school mathematics.

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References

  • Adeyemo, D. A. (2005). Parental involvement, interest in schooling and school environment as predictors of academic self-efficacy among fresh secondary school students in Oyo State, Nigeria. Electronic Journal of Research in Educational Psychology, 3(1), 163–180.

    Google Scholar 

  • Ajzen, I., & Fishbein, M. (1980). Understanding attitudes and predicting social behaviour. Englewood Cliffs, NJ: Prentice-Hall.

    Google Scholar 

  • Ashcraft, M. H. (2002). Math anxiety: Personal, educational and cognitive consequences. Current Directions in Psychological Science, 11(5), 181–185.

    Article  Google Scholar 

  • Ashcraft, M. H., & Faust, M. (1994). Mathematics anxiety and mental arithmetic performance: An exploratory investigation. Cognition and Emotion, 8(2), 97–125.

    Article  Google Scholar 

  • Ashcraft, M. H., & Kirk, E. P. (2001). The relationships among working memory, maths anxiety and performance. Journal of Experimental Psychology, 130(2), 224–237.

    Article  Google Scholar 

  • Aunola, K., Stattin, H., & Nurmi, J. E. (2000). Parenting styles and adolescents’ achievement strategies. Journal of Adolescence, 23(2), 205–222.

    Article  Google Scholar 

  • Baumrind, D. (1991). The influence of parenting style on adolescent competence and substance use. Journal of Adolescence, 11(1), 56–95.

    Google Scholar 

  • Bekdemir, M. (2010). The pre-service teachers’ mathematics anxiety related to depth of negative experiences in mathematics classroom while they were students. Educational Studies in Mathematics, 75, 311–328.

    Article  Google Scholar 

  • Berndt, T., & Keefe, K. (1995). Friends’ influence on adolescents’ adjustment to school. Educational Psychologist, 34, 15–28.

    Article  Google Scholar 

  • Cavanagh, R. F., & Sparrow, L. (2011). Mathematics anxiety: Scaffolding a new construct model. In J. Clark, B., Kissane, J., Mousley, T. Spencer, & S. Thornton (Eds.), Mathematics: Traditions and [new] practices: Proceedings of the joint conference of the Australian Association of Mathematics teachers and the Mathematics Education Research Group of Australasia (Vol. 1, pp. 166–173). Alice Springs: AAMT-MERGA.

    Google Scholar 

  • Chen, W-B., & Gregory, A. (2010). Parental involvement as a protective factor during the transition to high school. The Journal of Educational Research, 103, 53–62.

    Article  Google Scholar 

  • Cao, Z., Bishop, A., & Forgasz, H. (2006). Perceived parental influence on mathematics learning: A comparison among students in China and Australia. Educational Studies in Mathematics, 64(1), 86–106.

    Article  Google Scholar 

  • Darling, N., & Steinberg, L. (1993). Parenting style as context: An integrative model. Psychological Bulletin, 113(3), 487–496.

    Article  Google Scholar 

  • Dogan, H. (2012). Emotion, confidence, perception and expectation case of mathematics. International Journal of Science and Mathematics Education, 10, 49–69.

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Ernest, P. (1989). The impact of beliefs on the teaching of mathematics. In P. Ernest (Ed.), Mathematics teaching: The state of the art (pp. 249–253). New York: Falmer.

    Google Scholar 

  • Fan, X., & Chen, M. (2001). Parental involvement and students’ academic achievement: A meta-analysis. Educational Psychology Review, 13(1), 1–22.

    Article  Google Scholar 

  • Fan, X., Chen, M., & Matsumoto, A. R. (1997). Gender differences in mathematics achievement: Findings from the national education longitudinal study of 1988. The Journal of Experimental Education, 65(3), 229–242.

    Article  Google Scholar 

  • Friman, P., Hayes, S., & Wilson, K. (1998). Why behaviour analysts should study emotion: The example of anxiety. Journal of Applied Behaviour Analysis, 31(1), 137–156.

    Article  Google Scholar 

  • Fullarton, S., Walker, M., Ainley, J., & Hillman, K.(2003). Patterns of participation in Year12. (LSAY Research Report No 33). Camberwell, VIC: Australian Council for Educational Research.

    Google Scholar 

  • Gallagher, A. M., & DeLisi, R. (1994). Gender differences in scholastic aptitude test: Mathematics problem solving among high ability students. Journal of Educational Psychology, 86, 204–211.

    Article  Google Scholar 

  • Garg, R., Levin, E., Urajnik, D., & Kauppi, C. (2005). Parenting style and academic achievement for East Indian and Canadian adoloscents. Journal of Comparative Family Studies, 36(4), 653–661.

    Google Scholar 

  • Goldstein, L. (1999). The relational zone: The role of caring relationships in the co-construction of mind. American Educational Research Journal, 36(3), 647–673.

    Article  Google Scholar 

  • Hannula, M. S. (2002). Attitude towards mathematics: Emotions, expectations and values. Educational Studies in Mathematics, 49, 25–46.

    Article  Google Scholar 

  • Hembree, R. (1990). The nature, effects, and relief of mathematics anxiety. Research in Mathematics Education, 21(1), 33–46.

    Google Scholar 

  • Hill, P. W., & Rowe, K. J. (1998). Modelling student progress in studies of educational effectiveness. School Effectiveness and School Improvement, 9(3), 310–333.

    Article  Google Scholar 

  • Ho, H-Z., Senturk, D., Lam, A. G., Zimmer, J. M., Hong, S., & Okamoto, Y. (2000). The affective and cognitive dimensions of math anxiety: A cross-national study. Journal for Research in Mathematics Education, 31, 362–379.

    Article  Google Scholar 

  • Hyde, J. S., Fennema, E., & Lamon, S. (1990). Gender differences in mathematics performance: A meta-analysis. Psychological Bulletin, 107(2), 139–155.

    Article  Google Scholar 

  • Hyde, J. S., Lindberg, S. M., Linn, M. C., Ellis, A., & Williams, C. (2008). Gender similarities characterize math performance. Science, 321, 494–495.

    Article  Google Scholar 

  • Ingoldby, B., Schvaneveldt, B., Supple, A., & Bush, K. (2003). The relationship between parenting behaviors and adoloscent achievement and self-fficacy in Chile and Ecuador. Marriage and Family Review, 35(3), 139–159.

    Article  Google Scholar 

  • Jacobs, N., & Harvey, D. (2005). Do parents make a difference to children’s academic achievement? Differences between parents of higher and lower achieving students. Educational Studies, 31(4), 431–448.

    Article  Google Scholar 

  • Jennison, M. H., & Beswick, K. (2009). Students’ perception of the impacts of parents, teachers and teaching upon their anxiety about and the learning of fractions. In R. Hunter, B. Bicknell & T. Burgess (Eds.), Crossing Divides: Proceedings of the 32 nd annual conference of the Mathematics Education Research Group of Australasia (Vol. 1, pp. 265–272). Sydney: MERGA.

    Google Scholar 

  • Jeynes, W. H. (2007). The relationship between parental involvement and urban secondary school student academic achievement: A meta-analysis. Urban Education, 42(1), 82–110.

    Article  Google Scholar 

  • Jones, D., Forehand, R., & Beach, S. R. H. (2000). Maternal and paternal parenting: Early adult psychosocial adjustment. Adolescence, 35(139), 513–530.

    Google Scholar 

  • Keith, T. Z., & Keith, P. B. (1993). Does parental involvement affect eighth-grade student achievement? Structural analysis of national data. School Psychology Review, 22, 474–496.

    Google Scholar 

  • Kenney-Benson, G. A., Pomerantz, E. M., Ryan, A. M., & Patrick, H. (2006). Sex differences in math performance: The role of children’s approach to schoolwork. Developmental Psychology, 42(1), 11–26.

    Article  Google Scholar 

  • Leung, K., Lau, S., & Lam, W. (1998). Parenting styles and academic achievement: A cross-cultural study. Merill-Palmer Quarterly, 44(2), 157–172.

    Google Scholar 

  • Ma, X. (1999). A meta-analysis of the relationship between anxiety toward mathematics and achievement in mathematics: A meta-analysis. Journal for Research in Mathematics Education, 30(5), 525–540.

    Article  Google Scholar 

  • Ma, X. (2008). Within-school gender gaps in reading, mathematics, and science literacy. Comparative Education Review, 52, 437–460.

    Article  Google Scholar 

  • 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., & Xu, J. (2004). The casual ordering of mathematics anxiety and mathematics achievement: A longitudinal panel analysis. Journal of Adolescence, 27(2), 165–179.

    Article  Google Scholar 

  • McLeod, D. B. (1992). Research on affect in mathematics education: a reconceptualisation. In D. A. Grouws (Ed.), Handbook of Research on Mathematics Teaching and Learning (pp. 575–596). New York: Macmillan Publishing Company.

    Google Scholar 

  • Mullis, I., Martin, M., Fierros, E., Goldberg, A., & Stemler, S. (2000). Gender differences in achievement: IEA Third International Mathematics and Science Study, TIMSS (Rapport technique). Chestnut Hill, MA: Boston College.

    Google Scholar 

  • Osborne, J., & Collins, S. (2001). Pupils’ views of the role and value of the science curriculum: A focus group study. International Journal of Science Education, 23(5), 441–467.

    Article  Google Scholar 

  • Papanastasiou, C. (2002). School, teaching and family influence on students attitudes towards science : Based on TIMSS data Cyprus. Studies in Educational Evaluation, 28, 71–86.

    Article  Google Scholar 

  • Pietsch, J., Walker, R., & Chapman, E. (2003). The relationship among self-concept, self-efficacy, and performance in mathematics during secondary school. Journal of Educational Psychology, 95(3), 589–603.

    Article  Google Scholar 

  • Preis, C., & Biggs, B. (2001). Can instructors help learners to overcome math anxiety? Australian Teacher Education Association Journal, 28(4), 6–10.

    Google Scholar 

  • Reitman, D., Rhode, P., Hupp, S. D. A., & Altobello, C. (2002). Development and validation of the parental authority questionnaire-revised. Journal of Psychopathology and Behavioural Assessment, 24, 119–127.

    Article  Google Scholar 

  • Richardson, F. C., & Suinn, R. M. (1972). The mathematics anxiety rating scale: Psychometric data. Journal of Counselling Psychology, 19(6), 551–554.

    Article  Google Scholar 

  • Richardson, F. C., & Woolfolk, R. L. (1980). Mathematics anxiety. In I. G. Sarason (Ed.), Test anxiety: Theory, research, and application (pp. 271–288). Hillsdale, NJ: Erlbaum

    Google Scholar 

  • Singh, K., Granville, M., & Dika, S. (2002). Mathematics and science achievement: Effects of motivation, interest and academic engagement. Journal of Educational Research, 95(6), 323–332.

    Article  Google Scholar 

  • Speilberger, C. D. (1972). Anxiety as an emotional state. New York: Academic Press.

    Google Scholar 

  • Steinberg, L., Lamborn, S. D., Dornbusch, S. M., & Darling, N. (1992). Impact of parenting practices on adolescent achievement: Authoritative parenting, school involvement, and encouragement to succeed. Child Development, 63(5), 1266–1281.

    Article  Google Scholar 

  • Thomson, S., & Buckley, S. (2009). Informing mathematics pedagogy: TIMSS 2007 Australia and the world. TIMSS 2007. Retrieved from http://research.acer.edu.au/timss_2007/3

  • Thomson, S., de Bortoli, L., Nicholas, M., Hillman, K., & Buckley, S. (2011). Challenges for Australian education: Results from PISA 2009. Camberwell, VIC: Australian Council for Educational Research.

    Google Scholar 

  • Thomson, S., Hillman, K., & Wernert, N. (2012). Monitoring Australian year 8 student achievement internationally: TIMSS 2011. Camberwell, Victoria: Australian Council for Educational Research.

    Google Scholar 

  • Turner, J., Midgley, C., Meyer, D., Gheen, M., Anderman, E., & Kang, Y. (2002). The classroom environment and students’ reports of avoidance strategies in mathematics: A multidimensional study. Journal of Educational Psychology, 94(1), 88–106.

    Article  Google Scholar 

  • Wang, J. (2007). A trend study of self-concept and mathematics achievement in a cross-cultural context. Mathematics Education Research Journal, 19(3), 33–47.

    Article  Google Scholar 

  • Williams, T., & Williams, K. (2010). Self-efficacy and performance in mathematics: Reciprocal determinism in 33 nations. Journal of Educational Psychology, 102(2), 453–466.

    Article  Google Scholar 

  • Willingham, W., & Cole, N. (1997). Gender and fair assessment. Mahwah, NJ: Erlbaum.

    Google Scholar 

  • Wilson, T., & MacGillivray, H. (2007). Counting the basics: Mathematical skills among tertiary entrants. International Journal of Mathematical Education in Science and Technology, 38(1), 19–41.

    Article  Google Scholar 

  • Woodard, T. (2004). The effects of maths anxiety on post secondary developmental students as related to achievement, gender and age. Inquiry, 9(1), Article 5.

    Google Scholar 

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Chaman, M.J., Beswick, K., Callingham, R. (2014). Factors Influencing Mathematics Achievement among Secondary School Students. In: The Future of Educational Research. Bold Visions in Educational Research. SensePublishers, Rotterdam. https://doi.org/10.1007/978-94-6209-512-0_19

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