Mathematics Identity as a Predictor of Performance in Mathematics among Form Three Students in Northeast Region, Botswana

Authors

  • Kudzani Ntima Kenyatta University
  • Anthony Ireri Kenyatta University
  • Cecilia Mwangi Kenyatta University

DOI:

https://doi.org/10.70619/vol6iss1pp1-10-733

Keywords:

Mathematics Identity, recognition, interest, competence, Performance in Mathematics, Form Three Students

Abstract

Mathematics proficiency is a gateway to many career opportunities worldwide. However, in Botswana, particularly in the North East Region, there is significant concern about poor performance in mathematics in the national examination.  This research examined the influence of students’ mathematics identity on mathematics performance among third-year secondary learners in Botswana’s North East District. A correlational methodology was employed to analyze the data. The investigation was anchored in the Core Identity Framework. The target population comprised 3,382 students enrolled in their third year of secondary education for the 2025 academic calendar. A representative sample of 400 learners was drawn from eight government-funded junior secondary institutions using a combination of purposive and simple random sampling. The results demonstrated a strong and statistically significant positive association between mathematics identity and mathematics achievement (r(386) = .85, p < .05).  Among the mathematics identity dimensions, recognition exhibited the strongest correlation with performance (r(386) = .78, p < .05), followed by interest (r(386) = .77, p < .05), and competence (r(386) = .85, p < .05). These findings suggest that mathematics identity substantially influences students’ success in the subject. Therefore, it is essential to foster learners’ enthusiasm for mathematics, enhance their confidence in their academic performance, and promote recognition of their individual capabilities in mathematical tasks. The study recommends that Guardians, educators, and all key participants in the education system collaborate to create a supportive environment that nurtures learners’ mathematics identity and academic resilience. Teachers should enhance guidance and counselling to help learners develop appropriate levels of mathematics identity to achieve mathematics performance. Teachers and parents should strive to demonstrate to students that they recognize their abilities and efforts, thereby enabling them to excel in mathematics. 

Author Biographies

Kudzani Ntima, Kenyatta University

Department of Educational Psychology

Anthony Ireri, Kenyatta University

Department of Educational Psychology

Cecilia Mwangi, Kenyatta University

Department of Educational Psychology

References

Abbas, M., Mahmood, A., & Akhtar, M. M. (2024). Academic resilience among postgraduate students in the University of Islamabad: A comprehensive assessment. Spry Contemporary Educational Practices (SCEP), 3(1), 605-622. https://doi.org/10.62681/sprypublishers.scep/3/1/33

Anderson, R. (2007). Being a mathematics learner: four faces of identity. The Mathematics Educator, 17, 7–14

Appiah, J. B., Korkor, S., Arthur, Y. D., & Obeng, B. A. (2022). Mathematics achievement in high schools, the role of the teacher-student relationship, students’ self-efficacy, and students’ perception of mathematics. International Electronic Journal of Mathematics Education, 17(3), em0688. https://doi.org/10.29333/iejme/12056

Bandura, A. (1997). Self-efficacy: The exercise of control (Vol. 604). Freeman.

Bhusumane, A., & Nkhwalume, A. (2019). Rhetoric versus reality of postmodernism in mathematics education: The challenges of implementing learner-centered pedagogy in Botswana General Certificate of Secondary Education Mathematics Curriculum. Philosophy of Mathematics Education Journal, 58.

Bohrnstedt, G. W., Zhang, J., Park, B. J., Ikoma, S., Broer, M., & Ogut, B. (2020). Mathematics identity, self-efficacy, and interest and their relationships to mathematics achievement: A longitudinal analysis. Identity and symbolic interaction: Deepening foundations, building bridges, 169-210. https://doi.org/10.1007/978-3-030-41231-9_7

Borhnstedt, G. W., Cohen, E.D., Yee, D., & Broer, M. (2021). Mathematics identity and discrepancies between self –reflected appraisals: Their relationships with grade 12 mathematics achievement using new evidence from US study. Social Psychology Education, 24 (3), 763-788.

Botswana Examination Council Annual Report (2024). http:www.bec.co.bw

Cobb, P., & Hodge, L. L. (2011). Culture, identity, and equity in the mathematics classroom. A journey in mathematics education research: Insights from the work of Paul Cobb, 179-195.

Cosser, M. (2023, January 22). Daring solutions are needed to solve South Africa’s math teaching crisis. Daily Maverick, p 7.

Cribbs, J. D., Hazari, Z., Sonnert, G., & Sadler, P. M. (2015). Establishing an explanatory model for mathematics identity. Child Development, 86(4), 1048-1062.

Cribbs, J., Tassell, J., Hazari, Z., Sadler, P. M., & Sonnert, G. (2022). Unpacking mathematics identity: Exploring undergraduate students’ enduring experiences. International Journal for Research and Mathematics, 12(2), 68-91.

Envedy, N., Goldberg, J., & Welsh, K. M. (2006). Complex dilemmas of identity and practice. Science Education, 90(1), 68-93.

Hazari, Z., Sonnert, G., Sadler, P. M., & Shanahan, M. C. (2010). Connecting high school physics experiences, outcome expectations, physics identity, and physics career choice: gender study. Journal of Research in Science Teaching, 47(8), 978-1003. https://doi.org/10.1002/tea.20363

Kenosi, K., Mutweleli, S. M., & Wambua, R. M. (2024). Relationship between attitudes toward mathematics and mathematics performance among Form Three students in the Southeast Zone, Botswana. International Journal of Research and Innovation in Social Science, 8(8), 1836-1845. https://doi.org/10.54183/jssr.v4i4.437

Kolawole, E. B. (2004). Mathematics for everyday living. "Implication for secondary schools." Mathematics Association of Nigeria (MAN). Nigeria: National Conferences Sokoto.

Martin, D. B. (2018). Mathematics learning and participation as racialized forms of experience: African American parents speak on the struggle for mathematics literacy. Mathematics Thinking and Learning, 8(3), 197-229.

Mervosh, S., Ashley, w. (2022, October 2024). Math scores fell in nearly every state, and reading dipped on the national exam—New York Times, p.1.

Mollowakgotla, M. (2023). Investigating the Impact of Relative Cost on Motivation and Performance in Mathematics among BGCSE Students: A Qualitative Perspective. Journal of Education and Practice, 9(2), 53-62. https://doi.org/10.47604/ajep.2006

Mwangi, M. P., & Limboro, C. M. (2020). Influence of Institutional Variables on Numeracy Levels among Lower Primary School Pupils in Kiambu County, Kenya (Doctoral dissertation, School of Education, Kenyatta University).

Namasiku, L. N. (2020). Levels of Information and Communication Technology integration in Mathematics teaching and learning at Junior Secondary School in the Mahalapye region.

Radisic, J., Krstic, K., Blazanin, B., Micic, K., Baucal, A., Peixoto, F., & Schukajlow, S. (2024). Am I a math person? Linking math identity with students’ motivation for mathematics and achievement. European Journal of Psychology of Education, 39(2), 1513-1536. bridges, 169-210. https://doi.org/10.1007/978-3-030-41231-9_7

Salifu, A. S., & Bakari, A. (2022). Exploring the relationship between students’ perception, interest, and mathematics achievement. Mediterranean Journal of Social & Behavioral Research, 6(1), 13-20. https://doi.org/10.30935/mjosbr/11491

Sparks, D. S. (2022, November 3). NAEP takeaway on that steep drop in math score. Education Week, p 4.

Ulum, H. (2025). Understanding Turkish students' mathematical identity: Mathematics achievement, beliefs, attitudes, and motivation. STEM Education, 5(1), 89-108. https://doi.org/10.3934/steme.2025005

Downloads

Published

2026-02-19

How to Cite

Ntima, K. ., A. Ireri, and C. . Mwangi. “Mathematics Identity As a Predictor of Performance in Mathematics Among Form Three Students in Northeast Region, Botswana”. Journal of Education, vol. 6, no. 1, Feb. 2026, pp. 1-10, doi:10.70619/vol6iss1pp1-10-733.

Issue

Section

Articles