Construction of Universities' Typology via DEA

P. 25–33.

Abankina I., Aleskerov F. T., Belousova V., Gokhberg L., Zinkovsky K., Kiselgof S. G., Petrushchenko S., Швыдун С. В.

In recent decades, increased economic pressure and growing societal expectations have led to the introduction of performance-based funding models for universities. In this respect, a great scholarly attention has paid to how to evaluate universities performance correctly. This allows national governments to design and apply various taxonomies to facilitate the development of efficient programmes for the advancement of higher education. The wide spread approach used for that purpose is DEA. This paper provides a review of different approaches how to take into account universities heterogeneity when applying DEA to construct the typologies of  university by showing statistically their similarities and differences. The authors use the modified DEA proposed by Aleskerov & Petrushchenko (2013) to evaluate performance scores of Russian technical universities. This proposed typology divides universities into specific groups with a description taking into account their heterogeneity.

Keywords: efficiency, performance, higher education institutions (HEIs), research and educational activities of HEIs, Data envelopment analysis (DEA)

Publication based on the results of: Development and research of new mathematical models in socio-economic and political spheres (2016)

In book

Data Envelopment Analysis and its Applications. Proceedings of the 13th International Conference of DEA

Braunschweig: [б.и.], 2016.