Non-radial profit performance: An application to Taiwanese banks. (December 2016)

• Record Type: Journal Article
• Authors: Juo, Jia-Ching; Fu, Tsu-Tan; Yu, Ming-Miin; Lin, Yu-Hui
• Is Part Of: Omega. Volume 65(2016)
• Page Start: 111
• Page End: 121
• Publication Date: 2016-12
• Subjects: Data envelopment analysis (DEA) -- Slack-based measure -- Nerlovian -- Profit -- Productivity change; Management -- Periodicals; 658.4005
• DOI: 10.1016/j.omega.2016.01.003
• Languages: English
• ISSNs: 0305-0483

Abstract

Abstract: This research modifies the directional Russell measure (DRM) of Fukuyama and Weber (2009)[1] to decompose the Nerlovian profit efficiency in Chambers et al. (1998)[2] so as to obtain a generalized measure that completely excludes technical inefficiency from allocative inefficiency. Based on such a decomposition, we further develop a new slack-based and profit-oriented productivity indicator, combining the Nerlovian profit measure with the conventional Luenberger productivity indicator (LPI), in order to provide a full picture of the sources of productivity change. Productivity change, based on the profit boundary, is decomposed into four components: the change in technical efficiency; the change in allocative efficiency; the shift of technology; and the price effect from outputs and inputs. This decomposition provides a more complete picture of the sources of productivity change. The above indicator is used herein to measure the productivity change of Taiwanese banks in terms of profit. Highlights: Develop a new slack-based and profit-oriented productivity indicator. Modify the directional Russell measure. Apply the non-radial decompositions of profit performance to Taiwanese banks.