EN
Measuring the Efficiency of Turkish State Universities Based on a Two-Stage DEA Model
Abstract
According to the efficiency scores obtained by Data Envelopment Analysis (DEA), the main problem for inefficient decision-making units (DMU) is the factors that cause inefficiency. To deal with this problem, various studies have been handled, such as decomposing the total efficiency score, and two-stage DEA which can divide the whole process into two parts has been developed. In this study, independent models where the whole process is called a black box and related models where the series relationship is established in the whole process are discussed comparatively. These models are used to measure graduate education performances and scientific and technological research competency performances of state universities in Turkey. When the overall performances of universities are examined; Gebze Technical, Hacettepe, İstanbul Technical, İzmir Institute of Technology and Middle East Technical have been determined as efficient universities both in terms of overall performances of universities and in terms of independent model and related model. İstanbul, Ankara, Boğaziçi and Gazi, have been
determined as efficient universities only in terms of independent model. Furthermore, this study is consistent with the research universities determined by the Council of Higher Education through certain criteria.
Keywords
References
- [1] Kuah, C. T., Wong, K. Y., “Efficiency assessment of universities through data envelopment analysis”, Procedia Computer Science, 3: 499-506, (2011).
- [2] Liang, L., Li, Z. Q., Cook, W. D., Zhu, J., “Data envelopment analysis efficiency in two-stage networks with feedback”, IIE Transactions, 43(5): 309-322, (2011).
- [3] Lee, B. L., Worthington, A. C., “A network DEA quantity and quality-orientated production model: An application to Australian university research services”, Omega, 60: 26-33, (2016).
- [4] Xiong, X., Yang, G. L., Guan, Z. C., “Assessing R&D efficiency using a two-stage dynamic DEA model: A case study of research institutes in the Chinese Academy of Sciences”, Journal of Informetrics, 12(3): 784-805, (2018).
- [5] Yang, G. L., Fukuyama, H., Song, Y. Y., “Measuring the inefficiency of Chinese research universities based on a two-stage network DEA model”, Journal of Informetrics, 12(1): 10-30, (2018).
- [6] Charnes, A., Cooper, W. W., Rhodes, E., “Measuring the efficiency of decision making units”, European Journal of Operational Research, 2(6): 429-444, (1978).
- [7] Banker, R. D., Charnes, A., Cooper, W. W., “Some models for estimating technical and scale inefficiencies in data envelopment analysis”, Management Science, 30(9): 1078-1092, (1984).
- [8] Byrnes, P., Färe, R., Grosskopf, S., “Measuring productive efficiency: an application to Illinois strip mines”, Management Science, 30(6): 671-681, (1984).
Details
Primary Language
English
Subjects
Engineering
Journal Section
Research Article
Publication Date
December 1, 2021
Submission Date
September 30, 2020
Acceptance Date
February 1, 2021
Published in Issue
Year 2021 Volume: 34 Number: 4
APA
Koçak, E., & Örkcü, H. H. (2021). Measuring the Efficiency of Turkish State Universities Based on a Two-Stage DEA Model. Gazi University Journal of Science, 34(4), 1210-1220. https://doi.org/10.35378/gujs.801115
AMA
1.Koçak E, Örkcü HH. Measuring the Efficiency of Turkish State Universities Based on a Two-Stage DEA Model. Gazi University Journal of Science. 2021;34(4):1210-1220. doi:10.35378/gujs.801115
Chicago
Koçak, Emre, and H. Hasan Örkcü. 2021. “Measuring the Efficiency of Turkish State Universities Based on a Two-Stage DEA Model”. Gazi University Journal of Science 34 (4): 1210-20. https://doi.org/10.35378/gujs.801115.
EndNote
Koçak E, Örkcü HH (December 1, 2021) Measuring the Efficiency of Turkish State Universities Based on a Two-Stage DEA Model. Gazi University Journal of Science 34 4 1210–1220.
IEEE
[1]E. Koçak and H. H. Örkcü, “Measuring the Efficiency of Turkish State Universities Based on a Two-Stage DEA Model”, Gazi University Journal of Science, vol. 34, no. 4, pp. 1210–1220, Dec. 2021, doi: 10.35378/gujs.801115.
ISNAD
Koçak, Emre - Örkcü, H. Hasan. “Measuring the Efficiency of Turkish State Universities Based on a Two-Stage DEA Model”. Gazi University Journal of Science 34/4 (December 1, 2021): 1210-1220. https://doi.org/10.35378/gujs.801115.
JAMA
1.Koçak E, Örkcü HH. Measuring the Efficiency of Turkish State Universities Based on a Two-Stage DEA Model. Gazi University Journal of Science. 2021;34:1210–1220.
MLA
Koçak, Emre, and H. Hasan Örkcü. “Measuring the Efficiency of Turkish State Universities Based on a Two-Stage DEA Model”. Gazi University Journal of Science, vol. 34, no. 4, Dec. 2021, pp. 1210-2, doi:10.35378/gujs.801115.
Vancouver
1.Emre Koçak, H. Hasan Örkcü. Measuring the Efficiency of Turkish State Universities Based on a Two-Stage DEA Model. Gazi University Journal of Science. 2021 Dec. 1;34(4):1210-2. doi:10.35378/gujs.801115
Cited By
Data Envelopment Analysis and Higher Education: A Systematic Review of the 2018–2022 Literature and Bibliometric Analysis of the Past 30 Years of Literature
Sage Open
https://doi.org/10.1177/21582440241271153PRODUCTIVITY, EFFICIENCY AND ENTREPRENEURIAL - INNOVATIVE UNIVERSITY INDEX: AN ANALYSIS FOR UNIVERSITIES IN TÜRKIYE
Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering
https://doi.org/10.18038/estubtda.1455818