Smoothed bootstrap Malmquist index based on DEA model to compute productivity of tax offices

被引:46
作者
Fuentes, Ramon [1 ]
Lillo-Banuls, Adelaida [1 ]
机构
[1] Univ Alicante, Fac Econ, Dept Appl Econ Anal, E-03080 Alicante, Spain
关键词
Tax offices; Productivity; Malmquist index; Data Envelopment Analysis; DEA; Smoothed bootstrap; Mann-Whitney U Test; DATA ENVELOPMENT ANALYSIS; SENSITIVITY-ANALYSIS; EFFICIENCY; PERFORMANCE; INFERENCE;
D O I
10.1016/j.eswa.2014.11.002
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper analyses the productivity growth of the SUMA tax offices located in Spain evolved between 2004 and 2006 by using Malmquist Index based on Data Envelopment Analysis (DEA) models. It goes a step forward by smoothed bootstrap procedure which improves the quality of the results by generalising the samples, so that the conclusions obtained from them can be applied in order to increase productivity levels. Additionally, the productivity effect is divided into two different components, efficiency and technological change, with the objective of helping to clarify the role played by either the managers or the level of technology in the final performance figures. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2442 / 2450
页数:9
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