A multilevel and multistage efficiency evaluation of innovation systems: A multiobjective DEA approach

作者：

Highlights：

• A framework for estimating national and regional innovation efficiency is presented

• The proposed DEA-based model is formulated as a multiobjective mathematical program

• Multiple objectives refer to different stages and hierarchies of innovation systems

• Ordinal regression analysis examines the influence of additional variables

• Efficiency results show significant differences across countries and regions

摘要

•A framework for estimating national and regional innovation efficiency is presented•The proposed DEA-based model is formulated as a multiobjective mathematical program•Multiple objectives refer to different stages and hierarchies of innovation systems•Ordinal regression analysis examines the influence of additional variables•Efficiency results show significant differences across countries and regions

论文关键词：Data envelopment analysis,Multiobjective programming,Multistage efficiency,Multilevel efficiency,Ordinal regression analysis,Innovation systems

论文评审过程：Received 7 March 2016, Revised 22 May 2016, Available online 10 June 2016, Version of Record 16 June 2016.

论文官网地址：https://doi.org/10.1016/j.eswa.2016.06.017