An investigation of the students' viewpoint on factors affecting achievement in mathematics
DOI:
https://doi.org/10.47750/pegegog.14.02.35Keywords:
Achievement factors, attributions, mathematics, students, secondary schoolAbstract
This research investigated the secondary school students’ beliefs on the levels of impact of four main groups of factors (student characteristics, teacher characteristics, school and classroom environment characteristics, and home environment characteristics) on achievement in mathematics. Respondents in the study were 410 students, randomly chosen from eight secondary schools in Prishtina, the capital of Kosovo. A Likert scale questionnaire served for data collection. The reliability of the questionnaire as a whole and each subscale individually was checked using Cronbach's alpha, which resulted in a value greater than 0.7 in each case. Students believe that teacher characteristics are the most critical determinant of achievements in mathematics. According to students’ opinions, the order of the impact of the four main groups of factors on mathematics achievement, ranked from highest to lowest, is teacher characteristics, student characteristics, school and classroom environment characteristics, and home environment characteristics. The findings revealed no statistically significant effect of gender on students’ opinions. There were statistically significant differences in students' opinions based on the type of school attended (public or private), age (school grade), and success. However, the effect size of the difference was considerable only between the opinions of the public and private school attendees regarding the influence of teacher characteristics. Students who attend public schools see the mathematics teacher characteristics as more critical for their achievement, compared to those who attend private schools.
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Ajuonuma, J. J., & Oguguo, B. C. (2020). Prediction of students’ financial accounting performance by their family background variables. Journal Of The Nigerian Academy Of Education, 16(2).
Al-Agili, M. Z., Mamat, M. B., Abdullah, L., & Maad, H. A. (2012). The Factors Influence Students’ Achievement in Mathematics: A Case for Libyan's Students. World Applied Sciences Journal, 17(9), 1224-1230.
Altun, H., & Serin, O. (2019). Determination of learning styles and achievements of talented students in the fields of science and mathematics. Cypriot Journal of Educational Sciences, 14(1), 80-89.
Bourke, S. (1986). How smaller is better: Some relationships between class size, teaching practices, and student achievement. American Educational Research Journal, 23(4), 558-571.
Chiu, M. M. (2010). Effects of inequality, family and school on mathematics achievement: Country and student differences. Social Forces, 88(4), 1645-1676.
Choudhury, R., & Das, D. K. (2012). Influence of attitude towards mathematics and study habit on the achievement in mathematics at the secondary stage. International Journal of Engineering Research and Applications (IJERA), 2(6), 192-196.
Coleman, J., Hoffer, T., & Kilgore, S. (1982). Cognitive outcomes in public and private schools. Sociology of education, 65-76.
Damrongpanit, S. (2019). From modern teaching to mathematics achievement: The mediating role of mathematics attitude, achievement motivation, and self-efficacy. European Journal of Educational Research, 8(3), 713-727.
Den Brok, P., Brekelmans, M., & Wubbels, T. (2004). Interpersonal teacher behaviour and student outcomes. School effectiveness and school improvement, 15(3-4), 407-442.
Engelhard G (2001). Math anxiety, mother's education, and the mathematics performance of adolescent boys and girls: Evidence from the United States and Thailand. J. Psychol. 124(3):289–298.
EscardĆbul, J. O., & Mora, T. (2013). Teacher Gender and Student Performance in Mathematics. Evidence from Catalonia (Spain). Journal of Education and Training Studies, 1(1), 39-46.
Eshiwani G, 2001. Mathematics Education Around the World, Bridging Policy and Practice: The Role of Algebra in the Middle and Secondary Mathematics Curriculum. A paper presented at an International Seminar in Park City Mathematics Institute, Utah USA, 19th -23rd July.
Farooq, M. S., Chaudhry, A. H., Shafiq, M., & Berhanu, G. (2011). Factors affecting students’ quality of academic performance: a case of secondary school level. Journal of quality and technology management, 7(2), 1-14.
Fernández-Alonso, R., Álvarez-Díaz, M., Suárez-Álvarez, J., & Muñiz, J. (2017). Students' achievement and homework assignment strategies. Frontiers in Psychology, 8, 286.
Geary, D. C. (2011). Consequences, characteristics, and causes of mathematical learning disabilities and persistent low achievement in mathematics. Journal of Developmental & Behavioral Pediatrics, 32(3), 250-263.
Gruber, C. D., & Onwuegbuzie, A. J. (2001). Effects of block scheduling on academic achievement among high school students. The High School Journal, 84(4), 32-42.
He, Y., Zhang, Y., Ma, X., & Wang, L. (2021). Does private supplementary tutoring matter? The effect of private supplementary tutoring on mathematics achievement. International Journal of Educational Development, 84, 102402.
Kim, J. I., & Chung, H. (2012). The role of family orientation in predicting Korean boys' and girls' achievement motivation to learn mathematics. Learning and Individual Differences, 22(1), 133-138.
Kiwanuka H. N., Van Damme J., Van Den Noortgate W., Anumendem D. N., & Namusisi S., (2015), Factors affecting Mathematics achievement of first-year secondary school students in Central Uganda, South African Journal of Education, Volume 35, Number 3, doi: 10.15700/saje.v35n3a1106
Leder, G., & Grootenboer, P. (2005). Affect and mathematics education. Mathematics Education Research Journal, 17(2), 1-8.
Liang, X. (2010). Assessment use, self-efficacy, and mathematics achievement: comparative analysis of PISA 2003 data of Finland, Canada and the USA. Evaluation & Research in Education, 23(3), 213-229.
Maat S. M., Zakaria E., Nordin N. M., & Meerah T. S. M. (2011). Confirmatory factor analysis of the mathematics teachers' teaching practices instrument. World Appl. Sci. J. 12(11): 2092-2096
Mata, M. D. L., Monteiro, V., & Peixoto, F. (2012). Attitudes towards mathematics: Effects of individual, motivational, and social support factors. Child development research, 2012.
McLeod, D. B. (1992). Research on affect in mathematics education: A reconceptualization. Handbook of research on mathematics teaching and learning, 1, 575-596.
Mohammadpour, E. (2012). Factors accounting for mathematics achievement of Singaporean eighth-graders. The Asia-Pacific Education Researcher, 21(3), 507-518.
OECD (2016). PISA 2015 Assessment and Analytical Framework: Science, Reading, Mathematic and Financial Literacy, PISA. OECD Publishing, Paris.
Mullis, I. V., & Martin, M. O. (2017). TIMSS 2019 Assessment Frameworks. International Association for the Evaluation of Educational Achievement. Herengracht 487, Amsterdam, 1017 BT, The Netherlands.
Saritas, T., & Akdemir, O. (2009). Identifying factors affecting the mathematics achievement of students for better instructional design. International Journal of Instructional Technology and distance learning, 6(12), 21-36
Schoenfeld, A. H. (1989). Explorations of students' mathematical beliefs and behavior. Journal for research in mathematics education, 20(4), 338-355.
Sirin, S. R. (2005). Socioeconomic status and academic achievement: A meta-analytic review of research. Review of educational research, 75(3), 417-453.
Sheldon & Epstein (2005) Involvement Counts: Family and Community Partnerships and Mathematics Achievement, The Journal of Educational Research, 98:4, 196-207, DOI: 10.3200/JOER.98.4.196-207
Tatar, E., & Dikici, R. (2009). The effect of the 4MAT method (learning styles and brain hemispheres) of instruction on achievement in mathematics. International Journal of Mathematical Education in Science and Technology, 40(8), 1027-1036.
Thien, L. M., & Ong, M. Y. (2015). Malaysian and Singaporean students’ affective characteristics and mathematics performance: evidence from PISA 2012. SpringerPlus, 4(1), 1-14.
Törnroos, J. (2005). Mathematics textbooks, opportunity to learn and student achievement. Studies in educational evaluation, 31(4), 315-327.
Van Dijk, W., Gage, N. A., & Grasley‐Boy, N. (2019). The relation between classroom management and mathematics achievement: A multilevel structural equation model. Psychology in the Schools, 56(7), 1173-1186.
Wang, L., Li, X., & Li, N. (2014). Socio-economic status and mathematics achievement in China: a review. Zdm, 46(7), 1051-1060.
Wilder S., (2014). Effects of parental involvement on academic achievement: a meta-synthesis, Educational Review, 66:3, 377-397, DOI: 10.1080/00131911.2013.780009
Zakaria, E., Solfitri, T., Daud, Y., & Abidin, Z. Z. (2013). Effect of cooperative learning on secondary school students’ mathematics achievement. Creative education, 4(2), 98-100.
Zhao, N., Valcke, M., Desoete, A., Zhu, C., Sang, G., & Verhaeghe, J. (2014). A holistic model to infer mathematics performance: the interrelated impact of student, family and school context variables. Scandinavian Journal
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