Integration of Intended Learning Outcomes (ILO) and Course Learning Outcomes (CLO) Real Analysis: An Evaluative Study in the Framework of Outcome-Based Education

Authors

  • Burhanudin Arif Nurnugroho Universitas Ahmad Dahlan
  • Nurul Arfinanti UIN Sunan Kalijaga

DOI:

https://doi.org/10.12928/ijemi.v7i1.14967

Keywords:

Curriculum evaluation, course learning outcomes, itended learning outcomes, outcome-based education, real analysis

Abstract

Background. Outcome-Based Education (OBE) requires strong alignment between Intended Learning Outcomes (ILOs) and Course Learning Outcomes (CLOs) to ensure that graduate competencies are systematically achieved. This study evaluates the extent to which ILO–CLO integration is realised in the Real Analysis course of the Mathematics Education Study Programme. 

Methods. Using a descriptive evaluative approach, data were obtained through analysis of Semester Learning Plans (SLPs), assessment instruments, student learning outcomes, and interviews with course lecturers. Using assessment data, curriculum documents, and cognitive-level analysis, the study finds that ILO achievement is generally high, with most indicators exceeding 70%. 

Results. CLO performance shows a varied pattern: students demonstrate strong mastery in Sub-CLO 01 and Sub-CLO 04, particularly in topics with clear procedural structure, such as real number construction and basic calculus. However, achievement in Sub-CLO 03, which covers limits and continuity, remains moderate, indicating difficulties in higher-order reasoning aligned with the expected C5 cognitive level. These results reveal a gap between intended evaluative competencies and the predominantly procedural nature of current assessments. 

Conclusion. The study recommends integrating more authentic, conceptual, and reasoning-based evaluation methods—such as project or portfolio assessments—to better support deep learning and reflective mathematical thinking.

References

Ajjawi, R., Rees, C., & Boud, D. (2024). From authentic assessment to authenticity in assessment. Assessment in Education: Principles, Policy & Practice.

Alyasin, A. (2023). Assessing learning outcomes in higher education: Mapping learning outcomes to assessment. TEM Journal, 12(4), 1593–1604.

Asbari, M., & Nurhayati, W. (2024). Outcomes-Based Education in Indonesian Higher Education: Empowering Students’ Learning Competencies. International Journal of Social and Management Studies, 5(5). https://doi.org/10.5555/ijosmas.v5i5.445

Auras, R., et al. (2023). Mapping class learning outcomes of the core curriculum to university learning goals at Michigan State University's School of Packaging. Perspectives in Teaching & Learning (Wiley). https://doi.org/10.1002/pts.2712

Bickerton, R. T., & Sangwin, C. (2020). Practical online assessment of mathematical proof. arXiv:2006.01581.

Biggs, J., & Tang, C. (2011). Teaching for quality learning at university (4th ed.). McGraw-Hill Education.

Davies, B. (2022). Comparative judgement, proof summaries, and proof comprehension. International Journal of Mathematical Education in Science and Technology / Research in Mathematics Education (Springer).

Directorate General of Higher Education. (2020). Guidelines for the preparation of learning outcomes for study program graduates. Ministry of Education and Culture.

Handayani, N. U., Wibowo, M. A., Christiani, S. D. K., & Ulkhaq, M. M. (2024). Implementation of Outcome-Based Education from the perception of lecturers and students. Journal of Education Technology, 8(3). https://doi.org/10.23887/jet.v8i3.76621

Harden, R. M. (2007). Outcome-based education: The future is today. Medical Teacher, 29(7), 625–629.

Hasibuan, J. (2024). Integrating an outcome-based education (OBE) framework in higher education. Al-Ishlah: Jurnal Pendidikan, 16(1), 1–12.

Higher Education Quality Council of Ontario (HEQCO). (2015). Learning Outcomes Assessment: A Practical Guide for Educators. HEQCO.

Hodds, M. (2014). Self-explanation training improves proof comprehension. Journal for Research in Mathematics Education, 45(1), 62–96.

Karyanto, Y., Asmaul, R., Roziqi, Z. F. M., Junaidi, A., & Sabur, F. (2025). Evaluating the dynamic alignment of higher education curriculum with the evolving industry landscape: a multi-dimensional analysis in the context of Indonesia. International Journal of Teaching and Learning.

Kristianto, H. (2021). Design of student and course learning outcomes measurement in OBE system in Indonesian higher education. Jurnal Pendidikan Indonesia, 10(2), 100–110.

Kushari, B. (2022). A learning outcome assessment information system to support OBE: evidence from Indonesian higher education. Jurnal Pendidikan Tinggi, 7(1), 45–62.

Labouta, H. I., et al. (2019). Investigating the alignment of intended, enacted, and experienced curriculum in STEM programs. International Journal of Science Education, 41(7), 923–942.

Lithner, J. (2017). Principles for designing mathematical reasoning tasks: Lessons from research. Mathematics Education Research Journal, 29(1), 1–23. https://doi.org/10.1007/s13394-016-0189-3

Loughlin, C., Lygo-Baker, S., & Lindberg-Sand, Å. (2020). Reclaiming constructive alignment. European Journal of Higher Education, 10 (2), 119–136. https://doi.org/10.1080/21568235.2020.1816197

Mejía-Ramos, J. P., Fuller, E. J., Weber, K., & Samkoff, A. (2012). An assessment model for proof comprehension in undergraduate mathematics. Educational Studies in Mathematics, 79(1), 3–18.

Mufanti, R., Carter, D., & England, N. (2024). Outcomes-based education in Indonesian higher education: Reporting on the understanding, challenges, and support available to teachers. Social Sciences & Humanities Open, 9, 100873.

https://doi.org/10.1016/j.ssaho.2024.100873

Muthmainnah, N., & Setyono, P. (2022). Evaluating curriculum alignment in Indonesian mathematics education programs under OBE framework. Indonesian Journal of Mathematics Education, 7(1), 45–57.

Nordin, N., & Zubairi, A. M. (2015). Outcome-based education: Implementation assessment in higher education. International Education Studies, 8(3), 27–36. https://doi.org/10.5539/ies.v8n3p27

Nuraini, S., & Khasanah, I. (2023). Integration of course learning outcomes and graduate outcomes in mathematics education: Challenges and strategies. Jurnal Cakrawala Pendidikan, 42(1), 33–47.

Rahman, R.A, Yusof, N., & Hashim, S. (2021). Assessing curriculum alignment in outcome-based education implementation. Journal of Education and Learning, 15(2), 178–188.

Samkoff, A., & kolega (2015). Teaching proof comprehension in undergraduate Real Analysis. Journal of Mathematical Behavior, 37, 1–15.

Spady, W. G. (1994). Outcome-based education: Critical issues and answers. American Association of School Administrators.

Stylianides, G. J., & Stylianides, A. J. (2016). Research on proof and proving in mathematics education. (book chapter / review)

Suprapto, N., Wahyudi, & Hidayat, R. (2023). Evaluating conceptual alignment in theoretical mathematics courses under OBE framework. International Journal of Instruction, 16(2), 201–218.

Tall, D. (2004). Building theories: The three worlds of mathematics. For the Learning of Mathematics, 24(1), 29–33.

Tam, D. T. M. (2021). Alignment between course learning outcomes and Bloom’s taxonomy: Cross-disciplinary evidence. Teaching in Higher Education, 26(6), 1–18.

Vlachopoulos, D. (2024). A systematic literature review on authentic assessment in higher education. Assessment & Evaluation in Higher Education (review).

Weber, K. (2015). Effective proof‐reading strategies for comprehending mathematical proofs. International Journal of Research in Undergraduate Mathematics Education, 1, 289–314.

Yusof, M., Ismail, M., & Abu, R. (2012). Aligning course learning outcomes with program outcomes: An OBE approach. Procedia — Social and Behavioral Sciences, 56, 80–87.

Downloads

Published

2025-11-26

How to Cite

Nurnugroho, B. A., & Arfinanti, N. (2025). Integration of Intended Learning Outcomes (ILO) and Course Learning Outcomes (CLO) Real Analysis: An Evaluative Study in the Framework of Outcome-Based Education. International Journal of Educational Management and Innovation, 7(1), 52–68. https://doi.org/10.12928/ijemi.v7i1.14967

Issue

Section

Articles