Journal: IPSI Transactions on Internet Research


A Meta-model for Key Performance Indicators in Higher Education

Authors: Savić, Goran Segedinac, Milan Čeliković, Milan
and Luković, Ivan


View PDF Cite this article

Abstract

We propose a software solution for representing diverse sets of key performance indicators in higher education. Our solution addresses both the heterogeneity and the common structure of key performance indicators. To tackle the issue of heterogeneity, we employ metamodeling and propose a meta-model that is expressive and generic enough to represent any set of key performance indicators in higher education. The proposed meta-model is more abstract than any specific key performance indicators set, and the sets are considered as models, which are instances of the proposed metamodel. We address the heterogeneity in calculating the key performance indicators' values by representing them with mathematical formulas and utilizing an expression language that allows for their dynamic evaluation. We verified the solution by representing typical key performance indicator sets and developing a software application prototype that enables the creation, monitoring, and further development of key performance indicator sets. The verification confirms the wide applicability of our proposed solution.


Keywords

Key performance indicators, Higher education, Metamodeling, Information system, Quality control, Case study


Published in: IPSI Transaction on Internet Research (Volume: 19, Issue: 2)
Publisher: IPSI, Belgrade

Date of Publication: July 1, 2023

Open Access: CC-BY-NC-ND
DOI: 10.58245/ipsi.tir.2302.09

Pages: 76 - 91

ISSN: 1820 - 4503



References

1. Ball, R., and Wilkinson, R. O. B. (1994). “The use and abuse of performance indicators in UK higher education“. Higher Education, 27(4), pp. 417–427.

2. Ballard, P. J. (2013). Measuring performance excellence: Key performance indicators for institutions accepted into the academic quality improvement program (AQIP). PhD dissertation, Western Michigan University.

3. Blank, R. K. (1993). “Developing a System of Education Indicators: Selecting, Implementing, and Reporting Indicators“. Educational Evaluation and Policy Analysis, 15(1), pp. 65–80.

4. Borden, V., and Bottrill, K. (1994). “Performance Indicators: Histories, Definitions and Methods“. New Directions for Institutional Research, 8, pp. 5–21.

5. Taylor Fitz-Gibbon, C. (1990), Performance indicators, BERA Dialogues (2), ISBN 978-1-85359-092-4.

6. Carter, N., Klein, R., and Day, P. (1992). How organisations measure success: the use of performance indicators in government. London: Routledge.

7. Cave, M., Hanney, S., and Kogan, M. (1991). The Use of Performance Indicators in Higher Education: A critical analysis of developing practice (2nd ed.). London: Jessica Kingsley.

8. Cave, M., Hanney, S., Kogan, M., and Trevett, G. (1988). The Use of Performance Indicators in Higher Education: A critical analysis of developing practice. London: Jessica Kingsley Publishers.

9. Chen, J.-K., and Chen, S. I. (2010). “A Pro-performance appraisal system for the university“. Expert Systems with Applications, 37(3), pp. 2108–2116. http://doi.org/10.1016/j.eswa.2009.07.063

10. Chen, S.-H., Wang, H.-H., and Yang, K.-J. (2009). “Establishment and application of performance measure indicators for universities“. The TQM Journal, 21(3), pp. 220–235. http://doi.org/10.1108/17542730910953004

...

×

Savić, Goran

University of Novi Sad, Faculty of Technical Sciences, Novi Sad, Serbia.
email: savicg@uns.ac.rs;

×

Segedinac, Milan

University of Novi Sad, Faculty of Technical Sciences, Novi Sad, Serbia.
Corresponding e-mail: msegedinac@uns.ac.rs; ORCID: 0000-0003-1743-9522

× Čeliković, Milan

University of Novi Sad, Faculty of Technical Sciences, Novi Sad, Serbia.
e-mail: milancel@uns.ac.rs; ORCID: 0000-0002-9164-1262

×

Luković, Ivan

University of Belgrade, Faculty of Organizational Sciences, Belgrade, Serbia.
email: ivan.lukovic@fon.bg.ac.rs; Orcid ID: 0000-0003-1319-488X

×

Cite this article

Savić, Goran; Segedinac, Milan; Čeliković, Milan; and Luković, Ivan
"A Meta-model for Key Performance Indicators in Higher Education",
IPSI Transactions on Internet Research, vol. 19(2), pp. 76-91, 2023. https://doi.org/10.58245/ipsi.tir.2302.09