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Using multi-level frontiers in DEA models to grade countries/territories
Yang, Guoliang; Ahlgren, Per; Yang LY(杨立英); Rousseau, Ronald; Ding JL(丁洁兰)
2016
Source PublicationJOURNAL OF INFORMETRICS
Volume10Issue:1Pages:238-253
Abstract

Several investigations to and approaches for categorizing academic journals/institutions/countries into different grades have been published in the past. To the best of our knowledge, most existing grading methods use either a weighted sum of quantitative indicators(including the case of one properly defined quantitative indicator) or quantified peer reviewresults. Performance measurement is an important issue of concern for science and technol-ogy (S&T) management. In this paper we address this issue, leading to multi-level frontiersresulting from data envelopment analysis (DEA) models to grade selected countries/territories. We use research funding and researchers as input indicators, and take papers,citations and patents as output indicators. Our research results show that using DEAfrontiers we can unite countries/territories by different grades. These grades reflect the cor-responding countries’ levels of performance with respect to multiple inputs and outputs.Furthermore, we use papers, citations and patents as single output (with research fund-ing and researchers as inputs), respectively, to show country/territory grade changes. Inorder to increase the insight in this approach, we also incorporate a simple value judgment(that the number of citations is more important than the number of papers) as prior infor-mation into the DEA models to study the resulting changes of these Countries/Territories’performance grades.

KeywordCountries/territories Grades Data envelopment analysis (DEA) Efficient frontier
DOIDOI: 10.1016/j.joi.2016.01.008
Indexed BySCI ; SCIE ; SSCI ; SSCI
WOS IDWOS:000371938600021
Citation statistics
Document Type期刊论文
Identifierhttp://ir.las.ac.cn/handle/12502/8993
Collection中国科学院文献情报中心(北京)_情报研究部
Recommended Citation
GB/T 7714
Yang, Guoliang,Ahlgren, Per,Yang LY,et al. Using multi-level frontiers in DEA models to grade countries/territories[J]. JOURNAL OF INFORMETRICS,2016,10(1):238-253.
APA Yang, Guoliang,Ahlgren, Per,Yang LY,Rousseau, Ronald,&Ding JL.(2016).Using multi-level frontiers in DEA models to grade countries/territories.JOURNAL OF INFORMETRICS,10(1),238-253.
MLA Yang, Guoliang,et al."Using multi-level frontiers in DEA models to grade countries/territories".JOURNAL OF INFORMETRICS 10.1(2016):238-253.
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