Multicriteria and efficiency analysis of innovativeness in Brazilian economic sectors.
Traditional techniques to evaluate the efficiency to innovate of economic sectors face two difficulties: heterogeneous sectors, and uncertain and imprecise information. In this article, a methodology is proposed to deal with these conditions in a set of Brazilian economic sectors. Heterogeneity is a...
| Publicado en: | Innovation: The European Journal of Social Sciences Vol. 37; no. 2; pp. 298 - 319 |
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| Autores principales: | , , |
| Formato: | Artículo |
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Taylor & Francis Ltd
Jun2024
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ssf&AN=178880682&site=ehost-live header: @attributes: shortDbName: ssf uiTerm: 178880682 longDbName: Social Sciences Full Text (H.W. Wilson) uiTag: AN controlInfo: bkinfo: jinfo: jid: 13511610 IVT jtl: Innovation: The European Journal of Social Sciences issn: 13511610 maglogo: N pubinfo: dt: Jun2024 vid: 37 iid: 2 pid: 377 pub: Taylor & Francis Ltd artinfo: ui: 178880682 10.1080/13511610.2020.1811648 ppf: 298 ppct: 21 formats: fmt: – @attributes: type: T – @attributes: type: P size: 477KB tig: atl: Multicriteria and efficiency analysis of innovativeness in Brazilian economic sectors. aug: au: Pereira, Javier de Oliveira, Elaine C.B. Morais, Danielle C. affil: Dirección de Investigación y Desarrollo, Universidad Tecnologica de Chile, INACAP, Santiago, Chile UAG, Instituto Federal da Paraiba, João Pessoa, Brazil CDSID, Universidade Federal de Pernambuco, Recife, Brazil su: Heterogeneity Economic sectors sug: subj: Heterogeneity Economic sectors keyword: bootstrap fuzzy DEA Innovativeness multicriteria SMAA bootstrap fuzzy DEA Innovativeness multicriteria SMAA ab: Traditional techniques to evaluate the efficiency to innovate of economic sectors face two difficulties: heterogeneous sectors, and uncertain and imprecise information. In this article, a methodology is proposed to deal with these conditions in a set of Brazilian economic sectors. Heterogeneity is addressed through a multicriteria sorting technique to assign sectors into categories of innovativeness. Next, deterministic, stochastic (SMAA-D and bootstrap) and fuzzy DEA methods are used to calculate efficiency scores inside each category in contexts of crisp, uncertain and imprecise data, respectively. Robustness analysis is undertaken to identify robust-efficient sectors. Necessarily and possibly efficient sectors are defined to analyze non-efficient units. Three groups can be recommended to policy-makers: sectors that do not need improvement actions to enhance efficiency; sectors that need improvement in their efficiency to innovate; and sectors that could need radical changes to improve their efficiency to innovate. Limitations are mentioned and future research is suggested. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: N holdings: @attributes: islocal: N |
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