Applications of data envelopment analysis in education

Emmanuel Thanassoulis, Kristof De Witte, Jill Johnes, Geraint Johnes, Giannis Karagiannis, Conceição S. Portela

Research output: Chapter in Book/Report/Conference proceedingChapter

14 Citations (Scopus)

Abstract

Non-parametric methods for efficiency evaluation were designed to analyse industries comprising multi-input multi-output producers and lacking data on market prices. Education is a typical example. In this chapter, we review applications of DEA in secondary and tertiary education, focusing on the opportunities that this offers for benchmarking at institutional level. At secondary level, we investigate also the disaggregation of efficiency measures into pupil-level and school-level effects. For higher education, while many analyses concern overall institutional efficiency, we examine also studies that take a more disaggregated approach, centred either around the performance of specific functional areas or that of individual employees.

Original languageEnglish
Title of host publicationInternational Series in Operations Research and Management Science
PublisherSpringer New York LLC
Pages367-438
Number of pages72
Volume238
DOIs
Publication statusPublished - 2016

Publication series

NameInternational Series in Operations Research and Management Science
Volume238
ISSN (Print)08848289

Fingerprint

Data envelopment analysis
Data Envelopment Analysis
Education
Efficiency Evaluation
Disaggregation
Nonparametric Methods
Benchmarking
Higher Education
Industry
Output
Personnel
Review
Market
Market price
Level effect
Efficiency measures
Employees
Secondary education
Tertiary education
Nonparametric methods

Cite this

Thanassoulis, E., De Witte, K., Johnes, J., Johnes, G., Karagiannis, G., & Portela, C. S. (2016). Applications of data envelopment analysis in education. In International Series in Operations Research and Management Science (Vol. 238, pp. 367-438). (International Series in Operations Research and Management Science; Vol. 238). Springer New York LLC. https://doi.org/10.1007/978-1-4899-7684-0_12
Thanassoulis, Emmanuel ; De Witte, Kristof ; Johnes, Jill ; Johnes, Geraint ; Karagiannis, Giannis ; Portela, Conceição S. / Applications of data envelopment analysis in education. International Series in Operations Research and Management Science. Vol. 238 Springer New York LLC, 2016. pp. 367-438 (International Series in Operations Research and Management Science).
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Thanassoulis, E, De Witte, K, Johnes, J, Johnes, G, Karagiannis, G & Portela, CS 2016, Applications of data envelopment analysis in education. in International Series in Operations Research and Management Science. vol. 238, International Series in Operations Research and Management Science, vol. 238, Springer New York LLC, pp. 367-438. https://doi.org/10.1007/978-1-4899-7684-0_12

Applications of data envelopment analysis in education. / Thanassoulis, Emmanuel; De Witte, Kristof; Johnes, Jill; Johnes, Geraint; Karagiannis, Giannis; Portela, Conceição S.

International Series in Operations Research and Management Science. Vol. 238 Springer New York LLC, 2016. p. 367-438 (International Series in Operations Research and Management Science; Vol. 238).

Research output: Chapter in Book/Report/Conference proceedingChapter

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T1 - Applications of data envelopment analysis in education

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AU - De Witte, Kristof

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AU - Portela, Conceição S.

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KW - Education

KW - Efficiency

KW - Higher education efficiency

KW - Pupil-level effects

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BT - International Series in Operations Research and Management Science

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Thanassoulis E, De Witte K, Johnes J, Johnes G, Karagiannis G, Portela CS. Applications of data envelopment analysis in education. In International Series in Operations Research and Management Science. Vol. 238. Springer New York LLC. 2016. p. 367-438. (International Series in Operations Research and Management Science). https://doi.org/10.1007/978-1-4899-7684-0_12