A novel approach to evaluating multi-period performance of non-storable production with carry-over activities

Tzu-Hui Yen*, Lawrence W. Lan, Yu-Chiun Chiou

*Corresponding author for this work

研究成果: Conference contribution同行評審

摘要

This paper proposes a novel approach, called dynamic integrated slack-based measure (DISBM) modeling approach, to evaluating multi-period non-radial slacks of non-storable production characterized with carry-over activities. The proposed modeling approach incorporates conventional dynamic slack-based measure (DSBM) technical efficiency and service effectiveness into data envelopment analysis (DEA) modeling such that multi-period input excesses, output shortages and consumption gaps can be simultaneously determined. Some important properties of the proposed DISBM modeling are explored. A case study on the efficiency and effectiveness of Taiwan’s intercity bus transport during 2007–2010 is presented. The results indicate that the proposed DISBM modeling is superior to conventional DSBM modeling in terms of benchmarking power, and that the non-radial slacks associated with input, output and consumption variables do provide rational information to rectify the inefficient and/or ineffective units throughout the production process.

原文English
主出版物標題Intelligent Interactive Multimedia Systems and Services - Proceedings of 2018 Conference
編輯Robert J. Howlett, Lakhmi C. Jain, Lakhmi C. Jain, Giuseppe De Pietro, Luigi Gallo, Lakhmi C. Jain, Ljubo Vlacic, Robert J. Howlett
發行者Springer Science and Business Media Deutschland GmbH
頁面289-299
頁數11
ISBN(列印)9783319922300
DOIs
出版狀態Published - 1 一月 2019
事件11th International KES Conference on Intelligent Interactive Multimedia: Systems and Services, KES-IIMSS 2018 - Gold Coast, Australia
持續時間: 20 六月 201822 六月 2018

出版系列

名字Smart Innovation, Systems and Technologies
98
ISSN(列印)2190-3018
ISSN(電子)2190-3026

Conference

Conference11th International KES Conference on Intelligent Interactive Multimedia: Systems and Services, KES-IIMSS 2018
國家Australia
城市Gold Coast
期間20/06/1822/06/18

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