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ERIC Number: EJ873826
Record Type: Journal
Publication Date: 2010-Mar
Pages: 13
Abstractor: As Provided
Reference Count: N/A
ISSN: ISSN-0303-8300
Weighting and Aggregation in Composite Indicator Construction: A Multiplicative Optimization Approach
Zhou, P.; Ang, B. W.; Zhou, D. Q.
Social Indicators Research, v96 n1 p169-181 Mar 2010
Composite indicators (CIs) have increasingly been accepted as a useful tool for benchmarking, performance comparisons, policy analysis and public communication in many different fields. Several recent studies show that as a data aggregation technique in CI construction the weighted product (WP) method has some desirable properties. However, a problem in the application of the WP method is the difficulty and subjectivity in determining the weights for sub-indicators. In this paper, we extend the WP method and propose a multiplicative optimization approach to constructing CIs. This approach requires no prior knowledge of the weights for sub-indicators. Instead, the weights are generated by solving a series of multiplicative data envelopment analysis type models that can be transformed into equivalent linear programs. Additional relevant information on the weights, if available, can be incorporated into the proposed models. We apply the proposed approach to the 2005 data of 27 economies in the Asia and the Pacific region in the United Nations' "Human Development Index" study and present the results.
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Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers - Location: Asia