Innovation Management of Mathematics Learning Based on Learning Outcomes and Educational Productivity among Students of the Faculty of Computer Science at Universitas Islam Kebangsaan Indonesia

  • Emalia Ariska
  • Noviyanti Universitas Islam Kebangsaan Indonesia
Keywords: Innovation Management, Mathematics Learning, Learning Outcomes, Educational Productivity, Higher Education

Abstract

This study aims to analyze innovation management in mathematics learning based on learning outcomes and its impact on educational productivity among students of the Faculty of Computer Science at Universitas Islam Kebangsaan Indonesia. From an economic management perspective, innovation in learning is considered a strategic approach to improve efficiency, effectiveness, and productivity in higher education. Mathematics courses play a crucial role in developing analytical and problem-solving skills for computer science students; however, learning outcomes often vary due to differences in instructional strategies and innovation management. This study employed a quantitative approach using a survey method. Data were collected through questionnaires distributed to students who had completed mathematics-related courses. The variables examined included innovation management in mathematics learning, learning outcomes, and educational productivity. Data analysis was conducted using descriptive and inferential statistical techniques. The results indicate that innovation management in mathematics learning has a positive and significant effect on learning outcomes and educational productivity. Effective management of instructional innovation contributes to improved student performance and more productive use of educational resources. These findings highlight the importance of innovation-oriented learning management in enhancing educational productivity in higher education.

References

Agasisti, T., & Haelermans, C. (2022). Productivity in higher education: Efficiency, effectiveness, and performance. Studies in Higher Education, 47(9), 1905–1920. https://doi.org/10.1080/03075079.2021.1914068
Biggs, J., & Tang, C. (2022). Teaching for quality learning at university (5th ed.). Open University Press.
Bond, M., & Villareal, J. (2022). Digital transformation in mathematics education: Opportunities and challenges. Educational Technology Research and Development, 70(5), 2473–2490. https://doi.org/10.1007/s11423-022-10115-4
Borba, M. C., & Villareal, J. L. (2022). Humans-with-media and the reorganization of mathematical thinking. Springer.
Creswell, J. W., & Creswell, J. D. (2021). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). Sage.
De Pablos-Pons, J., & Colás-Bravo, P. (2021). Innovation and management in higher education: A framework for institutional improvement. Educational Sciences, 11(10), 1–14. https://doi.org/10.3390/educsci11100570
Etikan, I., & Bala, K. (2022). Sampling methods in educational research. Journal of Education and Practice, 13(2), 1–7.
Field, A. (2023). Discovering statistics using IBM SPSS statistics (6th ed.). Sage.
Fullan, M. (2021). Leading in a culture of change. Jossey-Bass.
García-Peñalvo, F. J., & Corell, A. (2022). Innovation management in higher education teaching and learning. Education in the Knowledge Society, 23, e26773. https://doi.org/10.14201/eks.26773
Hair, J. F., & Sarstedt, M. (2022). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). Sage.
Hayes, A. F. (2022). Introduction to mediation, moderation, and conditional process analysis (3rd ed.). Guilford Press.
Johnes, J., & Johnes, G. (2021). Performance and productivity in higher education. Studies in Higher Education, 46(8), 1579–1596. https://doi.org/10.1080/03075079.2019.1706658
Joshi, A., & Pal, D. K. (2021). Likert scale: Explored and explained. British Journal of Applied Science & Technology, 7(4), 396–403.
Leisyte, L., & Dee, J. R. (2023). Understanding productivity and performance in higher education. Higher Education Policy, 36(2), 247–265. https://doi.org/10.1057/s41307-022-00265-9
Liljedahl, P., & Sriraman, B. (2021). Building thinking classrooms in mathematics. ZDM Mathematics Education, 53(1), 1–14. https://doi.org/10.1007/s11858-020-01184-4
OECD. (2022). Education at a glance 2022: OECD indicators. OECD Publishing. https://doi.org/10.1787/3197152b-en
Salmi, J. (2021). Transforming tertiary education systems. World Bank.
Sekaran, U., & Bougie, R. (2022). Research methods for business: A skill-building approach (8th ed.). Wiley.
Shavelson, R. J. (2023). Measuring college learning responsibly. Change: The Magazine of Higher Learning, 55(1), 6–14. https://doi.org/10.1080/00091383.2023.2167359
Taherdoost, H. (2022). Data collection methods in research. International Journal of Academic Research in Management, 11(1), 10–38.
Teixeira, P. N., & Lopes, A. (2022). Innovation, productivity, and performance in higher education. Studies in Higher Education, 47(6), 1243–1258. https://doi.org/10.1080/03075079.2020.1859681
Published
2026-02-03
How to Cite
Emalia Ariska, & Noviyanti. (2026). Innovation Management of Mathematics Learning Based on Learning Outcomes and Educational Productivity among Students of the Faculty of Computer Science at Universitas Islam Kebangsaan Indonesia. Journal Informatic, Education and Management (JIEM), 8(1), 1014~1025. https://doi.org/10.61992/jiem.v8i1.295
Section
Articles