Aggregation of metafrontier technology gap ratios: the case of European sectors in 1995-2015

被引:62
作者
Walheer, Barnabe [1 ]
机构
[1] XiAn Jiaotong Liverpool Univ, Int Business Sch Suzhou, Suzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
Data envelopment analysis; Metafrontier; Technology gap ratio; Aggregation; Sectors; DATA ENVELOPMENT ANALYSIS; MALMQUIST PRODUCTIVITY INDEX; PROFIT EFFICIENCY; ONE PRICE; GROWTH; SCALE; COUNTRIES; RETURNS; FIRMS; REALLOCATION;
D O I
10.1016/j.ejor.2018.02.048
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Metafrontier-based methodologies have gained in popularity to assess the technology gaps of Decision Making Units (DMUs). One important indicator in this context is the technology gap ratio at the group level. Indeed, in metafrontier contexts, DMUs are partitioned into groups, capturing the heterogeneity present between DMUs. To date, no aggregation scheme has been suggested for this task. In practice, the arithmetic average is used. In this paper, we propose an alternative aggregation procedure, based on economic optimisation behaviour, given by the model, and easy to use and to interpret in practice. We apply our method to the case of 10 European sectors during the period 1995-2015. It represents a unique opportunity to apply the metafrontier methodology, and in particular, our aggregation scheme to sectors over a long period. Our findings reveal important patterns useful for policy-makers. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:1013 / 1026
页数:14
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