TY - JOUR
T1 - Estimating technical efficiencies of airports in the Greater China : stochastic output distance function method vs. data envelopment analysis method
AU - CHOW, Kong Wing, Clement
AU - FUNG, Ka Yiu, Michael
AU - LAW, Japhet Sebastian
PY - 2010/1/1
Y1 - 2010/1/1
N2 - In this paper, we study the technical efficiencies of Chinese airports by using multi-output stochastic output distance function analysis. The benefits of this approach are as follows: 1 It allows multiple-output and multiple-input analysis to be conducted in just one equation. However, in single-output production frontier analysis, two stages of empirical estimation are required. 2 The estimated values of output distance are in fact the technical efficiency scores. We compare and contrast the estimated technical efficiencies computed based on the stochastic output distance function method with those computed based on DEA method. In terms of the ranking of efficiency scores, we conclude that both methods are consistent with each other.
AB - In this paper, we study the technical efficiencies of Chinese airports by using multi-output stochastic output distance function analysis. The benefits of this approach are as follows: 1 It allows multiple-output and multiple-input analysis to be conducted in just one equation. However, in single-output production frontier analysis, two stages of empirical estimation are required. 2 The estimated values of output distance are in fact the technical efficiency scores. We compare and contrast the estimated technical efficiencies computed based on the stochastic output distance function method with those computed based on DEA method. In terms of the ranking of efficiency scores, we conclude that both methods are consistent with each other.
KW - China
KW - DEA method
KW - Stochastic output distance function
KW - Technical efficiency
UR - http://commons.ln.edu.hk/sw_master/2101
UR - http://www.scopus.com/inward/record.url?scp=79251515758&partnerID=8YFLogxK
U2 - 10.1504/IJSTL.2010.033510
DO - 10.1504/IJSTL.2010.033510
M3 - Journal Article (refereed)
SN - 1756-6517
VL - 2
SP - 284
EP - 299
JO - International Journal of Shipping and Transport Logistics
JF - International Journal of Shipping and Transport Logistics
IS - 3
ER -