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Using stochastic frontier and data envelopment analysis to measure port efficiency: application issues and implications
conference contribution
posted on 2023-05-23, 07:28 authored by Hong-Oanh NguyenHong-Oanh Nguyen, Nguyen, H-V, Chin, ATHBoth the stochastic frontier analysis (SFA) and data envelopment analysis (DEA) methods have been applied extensively in port efficiency measurement. However, the two methods are based on completely different approaches; one is parametric while the other is non-parametric. This difference makes their comparison technically un-meaningful. To overcome this issue, the current study applies the bootstrapped DEA method instead of the traditional, non-parametric one. The data set for the 43 largest sea ports in Vietnam was used. The analysis results indicate that, while the efficiency indexes obtained from the two methods provide useful and consistent measures of the Vietnamese ports’ efficiency, they remain significantly different. Based on this, further analysis is conducted to gain further insights into issues concerning the practical application of the two methods.
History
Publication title
Proceedings of the International Association of Maritime Economists 2012 ConferenceEditors
YHV LunPagination
1-19Department/School
Australian Maritime CollegePublisher
International Association of Maritime EconomistsPlace of publication
Taipei, TaiwanEvent title
The International Association of Maritime Economists 2012 ConferenceEvent Venue
Taipei, TaiwanDate of Event (Start Date)
2012-09-05Date of Event (End Date)
2012-09-08Rights statement
Copyright 2012 The Authors - The University is continuing to endeavour to trace the copyright owner(s) and in the meantime this item has been reproduced here in good faith. We would be pleased to hear from the copyright owner(s).Repository Status
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