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Innovation, environmental sustainability and economic development: DEA-Bootstrap and multilevel analysis to compare two regions

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Innovation, environmental sustainability and economic development: DEA-Bootstrap and multilevel analysis to compare two regions

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dc.contributor.author Bresciani, Stefano es_ES
dc.contributor.author Puertas Medina, Rosa María es_ES
dc.contributor.author Ferraris, Alberto es_ES
dc.contributor.author Santoro, Gabriele es_ES
dc.date.accessioned 2022-07-25T18:06:16Z
dc.date.available 2022-07-25T18:06:16Z
dc.date.issued 2021-11 es_ES
dc.identifier.issn 0040-1625 es_ES
dc.identifier.uri http://hdl.handle.net/10251/184740
dc.description.abstract [EN] Innovation and environmental sustainability are key elements in countries' development, essential to ensuring their continuing competitiveness in an increasingly globalized market. Similarly, at the regional level, these elements mark the difference between higher/lower growth; as such, the evaluation of innovation processes is very useful for orienting innovation policies towards those regions that need additional strategies to develop potential improvements. This study proposes the use, in a first stage, of DEA-Bootstrap and the Malmquist Index to analyse the innovation efficiency level in Spanish and Italian regions during the period 2004-2012. In the second stage, multilevel regression is used to analyse the relationship between efficiency, environmental sustainability and economic development. The results show great differences between the territories of the two countries analysed, confirming the need to establish differentiated policies that encourage the adoption of innovation practices in regions whose efficiency scores have shown a lack of rigour in the use of their resources, i.e. south Italian and Spanish regions. Furthermore, it has been shown that the stringency of environmental policies positively affects innovation efficiency, with a positive relationship found between development, innovation and environmental sustainability. es_ES
dc.language Inglés es_ES
dc.publisher Elsevier es_ES
dc.relation.ispartof Technological Forecasting and Social Change es_ES
dc.rights Reconocimiento - No comercial - Sin obra derivada (by-nc-nd) es_ES
dc.subject Innovation es_ES
dc.subject Development es_ES
dc.subject Sustainability es_ES
dc.subject DEA es_ES
dc.subject Multilevel regression es_ES
dc.subject.classification ECONOMIA APLICADA es_ES
dc.title Innovation, environmental sustainability and economic development: DEA-Bootstrap and multilevel analysis to compare two regions es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1016/j.techfore.2021.121040 es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Economía y Ciencias Sociales - Departament d'Economia i Ciències Socials es_ES
dc.description.bibliographicCitation Bresciani, S.; Puertas Medina, RM.; Ferraris, A.; Santoro, G. (2021). Innovation, environmental sustainability and economic development: DEA-Bootstrap and multilevel analysis to compare two regions. Technological Forecasting and Social Change. 172:1-12. https://doi.org/10.1016/j.techfore.2021.121040 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.1016/j.techfore.2021.121040 es_ES
dc.description.upvformatpinicio 1 es_ES
dc.description.upvformatpfin 12 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 172 es_ES
dc.relation.pasarela S\443764 es_ES


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