Efficiency and productivity indices of university academic units: A case of a Philippine autonomous university
Keywords:
technical efficiency, higher education, Malmquist Index, academic departments, data envelopment analysisAbstract
This study employs Data Envelopment Analysis (DEA) to assess the technical efficiency of various academic units at the University of Mindanao, specifically examining the performance of its colleges and branch campuses in utilizing resources to maximize educational and research outputs. The evaluation considers key input variables such as faculty numbers, budget allocations, and student enrollment, while outputs include graduation rates, publication counts, and community engagement initiatives. The results reveal significant variations in efficiency among academic units. The College of Engineering consistently demonstrate high efficiency scores, effectively optimizing resources to produce strong academic outputs. In contrast, some branch campuses exhibit lower efficiency due to constraints in faculty expertise, limited research activities, and underutilized financial resources. Additionally, the study applies the Malmquist Productivity Index to track efficiency changes over time, revealing that colleges with strong faculty development programs and strategic funding allocation—such as the College of Arts and Sciences Education—show sustained or improving efficiency trends. Meanwhile, units with slower adaptation to technological and pedagogical advancements struggle to maintain productivity. These findings provide valuable insights for university administrators and policymakers, enabling them to refine resource distribution, strengthen faculty development, and implement targeted interventions to enhance institutional effectiveness.
References
Bastian, K. C., Lys, D. B., & Whisenant, W. R. (2023). Does placement predict performance? Associations between student teaching environments and candidates’ performance assessment scores. Journal of Teacher Education, 74(1), 40–54.
Blanchard, E. (2004). Higher education and economic development. Journal of Educational Planning and Administration, 18(3), 129–142.
Bowlin, W. F. (1998). Measuring performance: An introduction to data envelopment analysis (DEA). Journal of Cost Analysis, 15(2), 3–27.
Bucăţa, G., & Tileagă, C. (2023). The role of human capital in the universities’ management efficiency process. Land Forces Academy Review, 28(2), 136–147.
Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision-making units. European Journal of Operational Research, 2(6), 429–444.
Coelli, T. J. (1996). A guide to DEAP version 2.1: A data envelopment analysis (computer) program. Centre for Efficiency and Productivity Analysis, University of New England.
Cunha, M., & Rocha, C. (2012). Performance management in higher education: The impact of governance models. Educational Management Administration & Leadership, 40(4), 441–464.
Duan, S. X. (2019). Measuring university efficiency: An application of data envelopment analysis and strategic group analysis to Australian universities. Benchmarking: An International Journal, 26(4), 1161–1173.
Dunlop, W. C. (1992). Small-v-large firms in Australian manufacturing. Small Business Economics, 4, 45–58.
Garcia, R. C., Sadang, J. A., & Hernandez, C. M. C. (2019). Points of view of SDO Imus City level 1 non-teaching personnel on financial literacy: Basis for program flows (financial literacy opportunities for workers of SDO Imus City). I DREAM Research Journal, 125–136.
George, B., & Wooden, O. (2023). Managing the strategic transformation of higher education through artificial intelligence. Administrative Sciences, 13(9), 196.
Gono Jr, E. R. (2018). Estimating Technical Efficiency of Academic Departments of a Philippine Higher Education Institution. International Journal of Management Excellence, 11(3), 1665-1671.
Graham, J., & Flamini, M. (2023). Teacher quality and students’ post-secondary outcomes. Educational Policy, 37(3), 800–839.
Gralka, S., Wohlrabe, K., & Bornmann, L. (2019). How to measure research efficiency in higher education? A study of the performance of German universities. Scientometrics, 120(1), 241–263.
Martínez-Campillo, A., & Fernández-Santos, Y. (2020). The impact of the economic crisis on the (in)efficiency of public higher education institutions in Southern Europe: The case of Spanish universities. Socio-Economic Planning Sciences, 71, 100771.
Mikušová, P. (2017). Improving the efficiency of higher education institutions: A multi-level DEA approach. Socio-Economic Planning Sciences, 60, 55–66.
Ogungbenle, S. K., & Edogiawerie, M. N. (2016). Budgetary allocation and development in Nigerian tertiary institutions. Journal of Accounting and Financial Management, 2(1), 377–407.
Rostamzadeh, R., Akbarian, O., Banaitis, A., & Soltani, Z. (2021). Application of DEA in benchmarking: A systematic literature review from 2003–2020. Technological and Economic Development of Economy, 27(1), 175–222.
Talluri, S. (2000). Data envelopment analysis: Models and extensions. Decision Line, 31(3), 8–11.
Taylor, M. (2017). Efficiency in higher education: The role of budgeting and financial management. International Journal of Educational Development, 53, 71–84.
Toquero, C. M. (2020). Emergency remote teaching amid COVID-19: The turning point for higher education. Asian Journal of Distance Education, 15(1), 185–198.
Tran, T. V., Pham, T. P., Nguyen, M. H., Do, L. T., & Pham, H. H. (2023). Economic efficiency of higher education institutions in Vietnam between 2012 and 2016: A DEA analysis. Journal of Applied Research in Higher Education, 15(1), 199–212.
Xu, Z., Wang, Y., Tang, J., Wang, J., & Gursoy, M. C. (2017, May). A deep reinforcement learning-based framework for power-efficient resource allocation in cloud RANs. In 2017 IEEE International Conference on Communications (ICC) (pp. 1–6). IEEE.
Yang, G. L., Fukuyama, H., & Song, Y. Y. (2018). Measuring the inefficiency of Chinese research universities based on a two-stage network DEA model. Journal of Informetrics, 12(1), 10–30.
Yee, H. J., & Yee, E. J. C. (2023). Pagtataya ng pagganap ng mga programa na akreditado ng kolehiyo: Ang kaso ng University of Southeastern Philippines. International Multilingual Journal of Science and Technology, 8(4), 6004–6006.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2024 Abigail Dulzura-Bautista, Exequiel Gono Jr.

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.