Language choice and students’ performance in mathematics and science

Evidence from Pakistan’s multilingual context

Authors

DOI:

https://doi.org/10.32674/pgf3k964

Keywords:

Evidence from Pakistan, language of instruction, multilingual society, observation study, STEM disciplines, student learning, teaching quality

Abstract

In Pakistan’s post‑colonial multilingual context, language in education remains sensitive and complex. Most learners use their mother tongue at home, Urdu functions as the national lingua franca, and English, an official language, serves widely as the Language of Instruction (LoI) in private schools. These overlapping roles shape classroom interaction and student performance. This paper examines how language practices in Pakistani schools, particularly consistency across textbooks, instruction, and assessment, affect achievement in science and mathematics. Findings draw on a nationally representative sample of 15,391 students and 589 teachers from 153 elementary schools, using student achievement tests and classroom observations. Students exposed to consistent language use performed significantly better than those experiencing inconsistent language use in both subjects (p<0.001). The results show that language consistency, alongside school systems and teaching quality, influences performance, with effects strongest in classrooms with relatively better teaching quality.

Author Biographies

  • Sadia Muzaffar Bhutta, Aga Khan University, Institute for Educational Development, Pakistan

    SADIA MUZAFFA BHTTA, PhD, is an Associate Professor at the Aga Khan University, Institute for Educational Development, Karachi, Pakistan. Her major research interests include classroom teaching, science education, and quantitative research methods. Email: sadia.bhutta@aku.edu

  • Aisha Naz Ansari, School of Education, Durham University, England

    AISHA NAZ ANSARI, is a PhD Scholar at School of Education, Durham University, England. Alongside this, she has served as a Research Specialist at the Aga Khan University, Institute for Educational Development, Karachi, Pakistan. Her major research interests include teacher education, classroom teaching, and systematic reviews. Email: aisha.naz22@alumni.aku.edu

  • Sohail Ahmad, University of Cambridge, England

    SOHAIL AHMAD, is a Research Specialist and Doctoral Candidate at the Aga Khan University, Institute for Educational Development, Karachi, Pakistan. Alongside this, he is serving as a Research Associate at the REAL Centre, Faculty of Education, University of Cambridge, England. His major research interests include higher education, classroom teaching, and quality assurance. Email: sohail.ahmad2@scholar.aku.edu

  • Barkat Ali, Karakoram International University, Pakistan

     BARKAT ALI, is a Lecturer at Department of Education, Karakoram International University, Gilgit, Pakistan.

References

Aslam, M., & Kingdon, G. (2011). What can teachers do to raise pupil achievement? Economics of Education Review, 30(3), 559–574. https://doi.org/10.1016/j.econedurev.2011.01.001

Azam, M., Chin, A., & Prakash, N. (2013). The returns to English-language skills in India. Economic Development and Cultural Change, 61(2), 335–367. https://doi.org/10.1086/668277

Back, M., Han, M., & Weng, S. C. (2020). Emotional scaffolding for emergent multilingual learners through translanguaging: Case stories. Language and education, 34(5), 387–406. https://doi.org/10.1080/09500782.2020.1744638

Benson, C., & Kosonen, K. (2013). A critical comparison of language-in-education policy and practice in four Southeast Asian countries and Ethiopia. In Multilingual Education and Sustainable Diversity Work (pp. 111–137). Routledge.

Bhutta, S. M., & Rizvi, N. F. (2022). Assessing teachers’ pedagogical practices and students’ learning outcomes in science and mathematics across primary and secondary school levels: A nationwide study (2018-2021) (pp. 1–4). Aga Khan University, Institute for Educational Development. https://ecommons.aku.edu/cgi/viewcontent.cgi?article=1319&context=pakistan_ied_pdck

Bhutta, S. M., Ahmad, S., & Ansari, A. N. (2024). School system and student performance: Examining Science and Mathematics achievement in Pakistan. UMT Education Review, 7(2), 22–49. https://doi.org/10.32350/uer.72.02

Bhutta, S. M., Ahmad, S., & Ansari, A. N. (2026). Factors Predicting Students’ Performance in Mathematics: Insights from a Large-Scale Study in Pakistan. Investigations in Mathematics Learning, 18(2), 76–98. https://doi.org/10.1080/19477503.2025.2475689

Bodomo, A. B. (1996). On language and development in Africa: The case of Ghana. Nordic Journal of African Studies, 5(2), 31–51. https://doi.org/10.53228/njas.v5i2.665

Brock-Utne, B. (2012). Language policy and science: Could some African countries learn from some Asian countries? International Review of Education, 58, 481–503. https://doi.org/10.1007/s11159-012-9308-2

Brock-Utne, B. (2017). Multilingualism in Africa: Marginalisation and empowerment. Multilingualisms and development, 61–77.

Brown, B. A., & Ryoo, K. (2008). Teaching science as a language: A “content‐first” approach to science teaching. Journal of Research in Science Teaching, 45(5), 529–553. https://doi.org/10.1002/tea.20255

Chikiwa, C., & Schafer, M. (2016). Teacher code switching consistency and precision in a multilingual mathematics classroom. African Journal of Research in Mathematics, Science and Technology Education, 20(3), 244–255. https://hdl.handle.net/10520/EJC198123

Coleman, H. (2011). Developing countries and the English language. In H. Coleman (Ed.), Dreams and realities: Developing countries and the English language (pp. 1–14). British Council.

Collier, V. P., & Thomas, W. P. (2017). Validating the power of bilingual schooling: Thirty‐two years of large‐scale, longitudinal research. Annual Review of Applied Linguistics, 37, 203–217. https://doi.org/10.1017/S0267190517000034

Crawford, M., & Marin, S. V. (2021). Loud and Clear: Effective Language of Instruction Policies for Learning. A World Bank Policy Approach Paper. World Bank. https://eric.ed.gov/?id=ED624470

Cummins, J. (2000). Language, power, and pedagogy: Bilingual children in the crossfire (Vol. 23). Multilingual matters.

Evans, D. K., & Mendez Acosta, A. (2021). Education in Africa: What are we learning? Journal of African Economies, 30(1), 13–54. https://doi.org/10.1093/jae/ejaa009

Fareed, M., Ashraf, A., & Mushtaque, S. (2019). Medium of instruction in education: perceptions of teachers and students from Pakistani school, college and university. FWU Journal of Social Sciences, 13(3), 134–143.

García, O., & Baker, C. (Eds.). (2007). Bilingual education: An introductory reader (Vol. 61). Multilingual matters.

Genesee, F. (2006). Educating English language learners: A synthesis of research evidence. Cambridge University Press.

Government of Pakistan (2009). National Education Policy 2009. Ministry of Education, Islamabad, Pakistan.

Government of Pakistan. (2017). National education policy 2017. Ministry of Federal education and Professional Training, Islamabad, Pakistan.

Hansen-Thomas, H., Langman, J., & Farias Sokoloski, T. (2019). The Role of Language Objectives: Strengthening Math and Science Teachers’ Language Awareness with Emergent Bilinguals in Secondary Classrooms. Latin American Journal of Content & Language Integrated Learning, 11(2). https://doi.org/10.5294/laclil.2018.11.2.2

Hanushek, E. A., & Woessmann, L. (2019, October 1). Measurement counts: International student tests and economic growth. https://hanushek.stanford.edu/publications/measurement-counts-international-student-tests-and-economic-growth

Heller, M. (2007). Bilingualism as ideology and practice. In M. Heller (Ed.), Bilingualism: A social approach (pp. 1–22). Palgrave Macmillan.

Henderson Pinter, H., Merritt, E. G., Berry III, R. Q., & Rimm-Kaufman, S. E. (2018). The importance of structure, clarity, representation, and language in elementary mathematics instruction. Investigations in Mathematics Learning, 10(2), 106–127. https://doi.org/10.1080/19477503.2017.1375354

Heugh, K., Prinsloo, C., Makgamatha, M., Diedericks, G., & Winnaar, L. (2017). Multilingualism (s) and system-wide assessment: A southern perspective. Language and Education, 31(3), 197–216. https://doi.org/10.1080/09500782.2016.1261894

Khan, F., & Haseeb, M. (2017). Analysis of teacher training education program: A comparative study of Indonesia, Malaysia and Pakistan. Paradigms, 11(1), 13–17. https://paradigms.ucp.edu.pk/wp-content/uploads/2017/09/paradigms110103.pdf

Khati, A. R. (2016). English as a medium of instruction: My experience from a Nepali hinterland. Journal of NELTA, 21(1-2), 23–30. https://doi.org/10.3126/nelta.v21i1-2.20198

Kieffer, M. J., Lesaux, N. K., Rivera, M., & Francis, D. J. (2009). Accommodations for English language learners taking large-scale assessments: A meta-analysis on effectiveness and validity. Review of Educational Research, 79(3), 1168–1201. https://doi.org/10.3102/0034654309332490

Lewis, G., Jones, B., & Baker, C. (2012). Translanguaging: Origins and development from school to street and beyond. Educational Research and Evaluation, 18(7), 641–654. https://doi.org/10.1080/13803611.2012.718488

Mahboob, A. (2020). Has English Medium Instruction Failed in Pakistan?. In: Giri, R.A., Sharma, A., D'Angelo, J. (eds) Functional Variations in English. Multilingual Education, vol 37. Springer, Cham. https://doi.org/10.1007/978-3-030-52225-4_17

Manan, S.A., David, M.K., Dumanig, F.P. (2016). English Language Teaching in Pakistan: Language Policies, Delusions and Solutions. In: Kirkpatrick, R. (eds) English Language Education Policy in Asia. Language Policy, vol 11. Springer, Cham. https://doi.org/10.1007/978-3-319-22464-0_10

Milligan, L. O., & Tikly, L. (2016). English as a medium of instruction in postcolonial contexts: Moving the debate forward. Comparative Education, 52(3), 277–280. https://doi.org/10.1080/03050068.2016.1185251

Mohanty, A. (2011). MLE and the double divide in multilingual societies: Comparing policy and practice in India and Ethiopia. In K. Kosonen & C. Benson (Eds.), Language issues in comparative education (pp. 138–150). Sense Publishers.

Mose, P. N. (2019). Bilingualizing linguistically homogeneous classrooms in Kenya: Implications on policy, second language learning, and literacy. International Journal of Bilingual Education and Bilingualism, 22(4), 459–472. https://doi.org/10.1080/13670050.2016.1268567

Mustafa, Z. (2021a). Reforming school education in Pakistan & the language dilemma. Paramount Books.

Mustafa, Z. (2021). Some observations on language. In Reforming School Education in Pakistan & the Language Dilemma (pp. 42–50). Paramount Books (Pvt.) Ltd.

Mustafaqulova, H. A. (2022). Teaching culture in the ESL classroom. Science and Education, 3(2), 817–820.

Nag, S., Vagh, S. B., Dulay, K. M., & Snowling, M. J. (2019). Context and implications: Home language, school language and children's literacy attainments: A systematic review of evidence from low‐and middle‐income countries. Review of Education, 7(1), 91–150. https://doi.org/10.1002/rev3.3130

Norton, B. (2010). Language and identity. Sociolinguistics and language education, 23(3), 349–369.

Palmer, D., & Lynch, A. W. (2008). A bilingual education for a monolingual test? The pressure to prepare for TAKS and its influence on choices for language of instruction in Texas elementary bilingual classrooms. Language Policy, 7, 217–235.

Phillipson, R. (2001). English for Globalisation or for the World's People? International Review of Education, 47, 185–200. https://doi.org/10.1023/A:1017937322957

Piper, B., Zuilkowski, S. S., & Ong’ele, S. (2016). Implementing mother tongue instruction in the real world: Results from a medium-scale randomized controlled trial in Kenya. Comparative Education Review, 60(4), 776–807. https://doi.org/10.1086/688493

Prah, K. K., & Brock-Utne, B. (2009). Introduction: Multilingualism – an African Advantage. In K. K. Prah & B. Brock-Utne (Eds.), Multilingualism – an African Advantage. A paradigm shift in African languages of instruction policies (pp. 1–17). CASAS.

Prinsloo, C. H., & Harvey, J. C. (2020). The differing effect of language factors on science and mathematics achievement using TIMSS 2015 data: South Africa. Research in Science Education, 50(6), 2207–2226. https://doi.org/10.1007/s11165-018-9769-9

Rahman, M. M., Islam, M. S., Karim, A., Chowdhury, T. A., Rahman, M. M., Seraj, P. M., & Singh, M. K. (2019). English language teaching in Bangladesh today: Issues, outcomes and implications. Language Testing in Asia, 9(1). https://doi.org/10.1186/s40468-019-0085-8

Rahman, T. (2006). Language policy, multilingualism and language vitality in Pakistan. In A. Saxena & L. Borin (Eds.), Lesser-known languages of South Asia: Status and policies, case studies and applications of information technology (pp. 73–106). Mouton de Gruyter.

Sah, P. K. (2022). English medium instruction in South Asia’s multilingual schools: unpacking the dynamics of ideological orientations, policy/practices, and democratic questions. International Journal of Bilingual Education and Bilingualism, 25(2), 742–755. https://doi.org/10.1080/13670050.2020.1718591

Shamim, F., & Rashid, U. (2020). The English/Urdu-medium divide in Pakistan: Consequences for learner identity and future life chances. Journal of Education and Educational Development, 6(1), 43–61. https://doi.org/10.22555/joeed.v6i1.2235

Siddiqui, N., & Gorard, S. (2017). Comparing government and private schools in Pakistan: The way forward for universal education. International Journal of Educational Research, 82, 159–169. https://doi.org/10.1016/j.ijer.2017.01.007

Skutnabb-Kangas, T. (2006). Language policy and linguistic human rights. An Introduction to Language Policy: Theory and Method, 273–291.

Tai, K. W. H., & Wei, L. (2020). Co-Learning in Hong Kong English medium instruction mathematics secondary classrooms: a translanguaging perspective. Language and Education, 35(3), 241–267. https://doi.org/10.1080/09500782.2020.1837860

Tollefson, J. W., & Tsui, A. B. M. (2017). Issues in language policy, culture, and identity. In A. B. M. Tsui & J. W. Tollefson (Eds.), Language policy, culture, and identity in Asian contexts (pp. 259–270). Routledge.

Trudell, B., & Piper, B. (2013). Whatever the law says: language policy implementation and early-grade literacy achievement in Kenya. Current Issues in Language Planning, 15(1), 4–21. https://doi.org/10.1080/14664208.2013.856985

UNESCO. (2006). Strategic Framework for Teacher Education and Professional Development. https://files.eric.ed.gov/fulltext/ED497053.pdf

Wedikkarage, L. (2009). Science Education and English Medium: The Sri Lankan Experience. In B. Brock-Utne & G. Garbo (Eds.), Language is Power: The implications of Language for Peace and Development. Dar as Salaam.

Additional Files

Published

2026-05-26

Issue

Section

STEAM Education: Hearing the Voices from the Global South

How to Cite

Bhutta, S. M., Ansari, A. N., Ahmad, S., & Ali, B. (2026). Language choice and students’ performance in mathematics and science: Evidence from Pakistan’s multilingual context. American Journal of STEM Education, 22, 289-316. https://doi.org/10.32674/pgf3k964

Most read articles by the same author(s)