Abstract
Two-stage data envelopment analysis (DEA) efficiency models identify the efficient frontier of a two-stage production process. In some two-stage processes, the inputs to the first stage are shared by the second stage, known as shared inputs. This paper proposes a new relational linear DEA model for dealing with measuring the efficiency score of two-stage processes with shared inputs under constant returns-to-scale assumption. Two case studies of banking industry and university operations are taken as two examples to illustrate the potential applications of the proposed approach.
Original language | English |
---|---|
Pages (from-to) | 45-61 |
Number of pages | 17 |
Journal | Computational and Applied Mathematics |
Volume | 36 |
Issue number | 1 |
DOIs | |
Publication status | Published - Mar 1 2017 |
Keywords
- Data envelopment analysis (DEA)
- IT investment
- Research income
- Shared inputs
- Two-stage processes
ASJC Scopus subject areas
- Computational Mathematics
- Applied Mathematics