Route-based data envelopment analysis models

Yu-Chiun Chiou, Lawrence W. Lan and Barbara T.H. Yen

Transportation Research Part E: Logistics and Transportation Review, 2012, vol. 48, issue 2, 415-425

Abstract: This paper proposes two novel route-based data envelopment analysis (DEA) models that jointly measure the route-level and company-level efficiencies amongst transport carriers. The core logics comprise a three-stage procedure that determines company efficiency, route efficiency and optimal allocation ratios for the common inputs. We prove that the ranking order of company performance determined by the route-based DEA model is identical to that determined by the company-based DEA model. An empirical case demonstrates the superiority of the proposed models in identifying the less efficient routs/companies as well as in reducing the input slacks without subjective conjectures.

Keywords: Route-based data envelopment analysis; Efficiency; Common inputs allocation (search for similar items in EconPapers)
Date: 2012
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Citations: View citations in EconPapers (11)

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DOI: 10.1016/j.tre.2011.10.006

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