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  • 标题:Substitutability vs. Complementarity: Rethinking STI Composite Indicators Building with an Application of Sensitivity Analysis
  • 本地全文:下载
  • 作者:Giovanni Cerulli ; Giovanni Cerulli ; Andrea Filippetti
  • 期刊名称:Procedia - Social and Behavioral Sciences
  • 印刷版ISSN:1877-0428
  • 出版年度:2010
  • 卷号:2
  • 期号:6
  • 页码:7633-7635
  • DOI:10.1016/j.sbspro.2010.05.153
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractThe paper challenges the common view that the arithmetic mean aggregation's rule for building STI indicators is the fairest approach. We argue, on the contrary, that it hides a silent “substitution assumption” among the sub-indicators involved. According to this perspective Casadio and Palazzi (2004) provided a new composite indicator based on a “concave mean”. This approach overcomes the “substitution bias” generated by the arithmetic aggregation. As the concave mean is a highly non-linear formula, the paper provides a Sensitivity Analysis (as suggested by Saltelli et al., 2004) to detect sub-indexes importance in this special case. We perform an application to a specific STI indicator comparing results from the concave mean and other aggregation rules.
  • 关键词:STI indicators;Complementarities;Robustness;Sensitivity Analysis
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