International Electronic Journal of Mathematics Education

Investigating Students’ Attitude towards Learning Mathematics
AMA 10th edition
In-text citation: (1), (2), (3), etc.
Reference: Mazana MY, Montero CS, Casmir RO. Investigating Students’ Attitude towards Learning Mathematics. Int Elect J Math Ed. 2019;14(1), 207-231.
APA 6th edition
In-text citation: (Mazana et al., 2019)
Reference: Mazana, M. Y., Montero, C. S., & Casmir, R. O. (2019). Investigating Students’ Attitude towards Learning Mathematics. International Electronic Journal of Mathematics Education, 14(1), 207-231.
In-text citation: (Mazana et al., 2019)
Reference: Mazana, Mzomwe Yahya, Calkin Suero Montero, and Respickius Olifage Casmir. "Investigating Students’ Attitude towards Learning Mathematics". International Electronic Journal of Mathematics Education 2019 14 no. 1 (2019): 207-231.
In-text citation: (Mazana et al., 2019)
Reference: Mazana, M. Y., Montero, C. S., and Casmir, R. O. (2019). Investigating Students’ Attitude towards Learning Mathematics. International Electronic Journal of Mathematics Education, 14(1), pp. 207-231.
In-text citation: (Mazana et al., 2019)
Reference: Mazana, Mzomwe Yahya et al. "Investigating Students’ Attitude towards Learning Mathematics". International Electronic Journal of Mathematics Education, vol. 14, no. 1, 2019, pp. 207-231.
In-text citation: (1), (2), (3), etc.
Reference: Mazana MY, Montero CS, Casmir RO. Investigating Students’ Attitude towards Learning Mathematics. Int Elect J Math Ed. 2019;14(1):207-31.


Students’ learning of and performance in mathematics is affected by a number of factors, including students’ attitude towards the subject, teachers instructional practices, and school environment. This study was conducted to investigate students’ attitudes towards learning mathematics in Tanzania. It also sought to ascertain reasons for the liking or disliking mathematics and the relationship between attitude and performance. We employed the ABC Model and the Walberg’s Theory of Productivity to investigate students’ attitudes towards mathematics and associated factors. The quantitative and qualitative data were collected from 419 primary school students, 318 secondary school students, and 132 College students from 17 schools and 6 colleges in mainland Tanzania using a survey. The collected data were analysed using percentages, means, standard deviations, ANOVA, correlation, regression and thematic analysis. The results show that initially students exhibit a positive attitude towards mathematics, but their attitude becomes less positive as the students move forward to higher levels of education. A significant positive weak correlation between students’ attitude and performance was established. Mathematics’ enjoyment and attitude significantly predicted students’ performance in our data. The factors influencing the students’ liking or disliking of mathematics constituted student’s aptitude attribute, instructional and social psychological environmental factors. Furthermore, the results show that failure in examinations is attributed to teacher didactic strategies, institutional resources, poor learning and examination strategies, and failure to understand instructions. The results provide insights for future research and inciting changes in teaching- learning practices that would promote mathematics enjoyment and subsequent better performance in the subject.


  • Abe, T. O., & Gbenro, O. S. (2014). A Comparison of Students’ Attitudinal Variables towards Mathematics between Private and Public Senior Secondary Schools. Journal of Educational Policy And Entrepreneurial Research, 1(1), 32-39. Retrieved from
  • Adelson, J. L., & McCoach, D. B. (2011). Development and psychometric properties of the math and me survey: Measuring third through sixth graders’ attitudes toward mathematics. Measurement and Evaluation in Counselling and Development, 44(4), 225-247. Retrieved from
  • Ajzen, I. (1993). Attitude theory and the attitude-behavior relation. New directions in attitude measurement, 41-57.
  • Ajzen, I., & Fishbein, M. (1977). Attitude-behavior relations: A theoretical analysis and review of empirical research. Psychological bulletin, 84(5), 888.
  • Akinsola, M. K., & Olowojaiye, F. B. (2008). Teacher Instructional Methods and Student Attitudes towards Mathematics. International Electronic Journal of Mathematics Education, 3(1), 60-73.
  • Bethell, G. (2016). Mathematics Education in Sub-Saharan Africa: Status, Challenges, and Opportunities. World Bank. Retrieved from
  • Blazar, D., & Kraft, M. A. (2017). Teacher and teaching effects on students’ attitudes and behaviors. Educational evaluation and policy analysis, 39(1), 146-170.
  • Bruinsma, M., & Jansen, E. P. (2007). Educational productivity in higher education: An examination of part of the Walberg educational productivity model. School Effectiveness and School Improvement, 1, 45-65. Retrieved from
  • Chaman, M., & Callingham, R. (2013). Relationship between Mathematics Anxiety and Attitude towards Mathematics among Indian Students. Mathematics Education Research Group of Australasia, (pp. 138-145). Melbourne. Retrieved from
  • Denscombe, M. (2010). The Good Research Guide: for small-scale social research. (4th ed.). McGraw Hill.
  • Einarsdóttir, J. (2007). Research with children: Methodological and ethical challenges. European early childhood education research journal, 15(2), 197-211. Retrieved from
  • Enu, J., Agyman, O. K., & Nkum, D. (2015). Factors influencing students’ mathematics performance in some selected colleges of education in Ghana. International Journal of Education Learning and Development, 3(3), 68-74.
  • Fennema, E., & Sherman, J. A. (1976). Fennema-Sherman mathematics attitudes scales: Instruments designed to measure attitudes toward the learning of mathematics by females and males. Journal for research in Mathematics Education, 7 (5), 324-32. Retrieved from
  • Getahun, D. A., Adamu, G., Andargie, A., & Mebrat, J. D. (2016). Predicting mathematics performance from anxiety, enjoyment, value, and self-efficacy beliefs towards mathematics among engineering majors. Bahir Dar j educ, 16(1). Retrieved from
  • Guy, G. M., Cornick, J., & Beckford, I. (2015). More than Math: On the Affective Domain in Developmental Mathematics. International Journal for the Scholarship of Teaching and Learning, 9 (2). Retrieved from
  • Hamilton, M., Mahera, W. C., Mateng’e, F. J., & Machumu, M. M. (2010). A needs assessment study of Tanzania science education. The economic and social research foundation (ESRF), Dar es Salaam. Retrieved from
  • Hannula, M. S., Maijala, H., & Pehkonen, E. (2004). Development of Understanding and Self-Confidence in Mathematics; 5-8., Grades. International Group for the Psychology of Mathematics Education. Retrieved from
  • He, H. (2007). Adolescents’ Perception of Parental and Peer Mathematics Anxiety and Attitude Toward Mathematics: A Comparative Study of European-American and Mainland-Chinese Students (Doctoral dissertation, Washington State University). Retrieved from
  • Hoorfar, H., & Taleb, Z. (2015). Correlation between mathematics anxiety with metacognitive knowledge. Procedia-Social and Behavioral Sciences, 182, 737-741. Retrieved from
  • Hourigan, M., Leavy, A. M., & Carroll, C. (2016). Come in with an open mind’: changing attitudes towards mathematics in primary teacher education. Educational Research, 58(3), 319-346. Retrieved from
  • Ignacio, N. G., Nieto, L. J., & Barona, E. G. (2006). The affective domain in mathematics learning. International Electronic Journal of Mathematics Education, 1(1), 16-31. Retrieved from
  • Joseph, G. (2013). A Study on School Factors Influencing Students’ Attitude Towards Learning Mathematics in the Community Secondary Schools in Tanzania: The case of Bukoba Municipal Council in Kagera Region. (Masters dissertation). Retrieved from
  • Kibrislioglu, N. (2015). An Investigation About 6th Grade Students’ Attitudes Towards Mathematics. Procedia-Social and Behavioral Sciences, 186, 64-69.
  • Kothari, C. (2004). Research Methodology Methods & Techniques. New Delhi: New Age International (P) Ltd.
  • Kupari, P., & Nissinen, K. (2013). Background factors behind mathematics achievement in Finnish education context: Explanatory models based on TIMSS 1999 and TIMSS 2011 data. IEA CONFERENCE 2013, Proceedings. Retrieved from
  • Lipnevich, A. A., MacCann, C., Krumm, S., Burrus, J., & Roberts, R. D. (2011). Mathematics attitudes and mathematics outcomes of US and Belarusian middle school students. Journal of Educational Psychology, 103 (1), 105. Retrieved from
  • Mabula, S. (2015). Modelling Student Performance in Mathematics Using Binary Logistic Regression at Selected Secondary Schools a Case Study of Mtwara Municipality and Ilemela District. Journal of Education and Practice, 6(36), 96-103. Retrieved from
  • Mata, M. D., Monteiro, V., & Peixoto, F. (2012). Attitudes towards mathematics: Effects of individual, motivational, and social support factors. Child development research, 2012.
  • Mensah, J. K., Okyere, M., & Kuranchie, A. (2013). Student attitude towards Mathematics and performance: Does the teacher attitude matter? Journal of Education and Practice, 4(3), 132-139.
  • Ministry of Education and Vocational Training. (2007). Curriculum for ordinary level secondary education in Tanzania (2013 ed,). Dar es Salaam: Tanzania Institute of Education.
  • 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. Retrieved from
  • Mohamed, S. H., & Tarmizi, R. A. (2010). Anxiety in mathematics learning among secondary school learners: A comparative study between Tanzania and Malaysia. Procedia-Social and Behavioral Sciences, 8, 498-504.
  • Mutai, K. J. (2011). Attitudes towards learning and performance in mathematics among students in selected secondary schools in Bureti district, Kenya (Masters Dissertation). Retrieved from
  • National Examinations Council of Tanzania (NECTA) (2016). Examination statistics. Dar es Salaam: National Examination Council of Tanzania.
  • Ngussa, B. M., & Mbuti, E. E. (2017). The Influence of Humour on Learners’ Attitude and Mathematics Achievement: A Case of Secondary Schools in Arusha City, Tanzania. Journal of Educational Research, 2(3), 170 -181. Retrieved from
  • Nicolaidou, M., & Philippou, G. (2003). Attitudes towards mathematics, self-efficacy and achievement in problem solving. European Research in Mathematics Education III. Pisa: University of Pisa, 1-11. Retrieved from
  • OECD. (2013). StudentS’ drive and MotivatioN. Results: Ready to Learn-Students’ Engagement, Drive and Self-Beliefs. Volume III. OECD. Retrieved from
  • Patena, A. D., & Dinglasan, B. L. (2013). Students’ Performance on Mathematics Departmental Examination: Basis for Math Intervention Program. Asian Academic Research Journal of Social Science & Humanities, 1(14), 255-268.
  • Phonapichat, P., Wongwanich, S., & Sujiva, S. (2014). An analysis of elementary school students’ difficulties in mathematical problem solving. Procedia-Social and Behavioral Sciences, 116, 3169-3174. Retrieved from
  • Randolph, J. J. (2008). Multidisciplinary Methods in educational technology Research and Development. Finland: HAMK publishers.
  • Sakiz, G., Pape, S. J., & Hoy, A. W. (2012). Does perceived teacher affective support matter for middle school students in mathematics classrooms? Journal of School Psychology, 50(2), 235-255. Retrieved from
  • Sarmah, A., & Puri, P. (2014). Attitude towards Mathematics of the Students Studying in Diploma Engineering Institute (Polytechnic) of Sikkim. Journal of Research & Method in Education, 4(6). Retrieved from
  • Schofield, H. L. (1982). Sex, grade level, and the relationship between mathematics attitude and achievement in children. The Journal of Educational Research, 75(5), 280-284. Retrieved from
  • Shaw, C., Brady, L.-M., & Davey, C. (2011). Guidelines for Research with Children and Young People. London: NCB Research Centre. Retrieved from
  • Simmers, M. J. (2011). It’s Not the math They Hate. Hawaii University International Conference On Mathematics and Engineering, (pp. 1-48). Hawaii.
  • Sundre, D., Barry, C., Gynnild, V., & Ostagard, E. T. (2012). Motivation for achievement and attitudes toward mathematics instruction in a required calculus course at the Norwegian University of Science and Technology. Numeracy, 5(1), 4. Retrieved from
  • Syyeda, F. (2016). Understanding Attitudes Towards Mathematics (ATM) using a Multimodal modal Model: An Exploratory Case Study with Secondary School Children in England. Cambridge Open-Review Educational Research e-Journal, 3, 32-62. Retrieved from
  • Tahar, N. F., Ismail, Z., Zamani, N. D., & Adnan, N. (2010). Students’ Attitude Toward Mathematics: the use of Factor Analysis in Determining the Criteria. Procedia Social and Behavioral Research, 8, 476-481. Retrieved from
  • Gonzales, P., Williams, T., Jocelyn, L., Roey, S., Kastberg, D., & Brenwald, S. (2008). Highlights from TIMSS 2007: Mathematics and Science Achievement of US Fourth-and Eighth-Grade Students in an International Context. NCES 2009-001. National Center for Education Statistics. Retrieved from
  • Tshabalala, T., & Ncube, A. C. (2016). Causes of poor performance of ordinary level pupils in mathematics in rural secondary schools in Nkayi district: Learner’s attributions. Nova Journal of Medical and Biological Sciences, 1(1). Retrieved from
  • Van der Bergh, E. (2013). The influence of academic self–confidence on mathematics achievement. Doctoral dissertation, North-West University.
  • Walberg, H. J., Fraser, B. J., & Welch, W. W. (1986). A test of a model of educational productivity among senior high school students. The Journal of Educational Research, 79(3), 133-139. Retrieved from
  • Waldrip, B. G., & Giddings, G. J. (1994). Educational Productivity, Pedagogy and Culture. The Annual Meeting of the American Educational Research Association April 4 - 8, New Orleans. Retrieved from
  • Yang, X. (2013). Senior Secondary Students’ Perceptions of Mathematics Classroom Learning Environments in China and Their Attitudes towards Mathematics. The Mathematics Educator, 15(1), 66-80. Retrieved from
  • Yılmaz, Ç., Altun, S. A., & Olkun, S. (2010). Factors affecting students’ attitude towards Math: ABC theory and its reflection on practice. Procedia-Social and Behavioral Sciences, 2(2), 4502-4506. Retrieved from
  • Yunus, A. S., & Ali, W. Z. (2009). Motivation in the Learning of Mathematics. European Journal of Social Sciences, 7(4), 93-101. Retrieved from
  • Zakaria, E., & Nordin, N. M. (2008). The Effects of Mathematics Anxiety on Matriculation Students as Related to Motivation and Achievement. Eurasia Journal of Mathematics, Science & Technology Education, 4(1), 27-30.


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