Exploratory data analysis and data envelopment analysis of construction and demolition waste management in the European Economic Area

dc.contributor.authorToboada, G. L.
dc.contributor.authorSeruca, I.
dc.contributor.authorSousa, C.
dc.contributor.authorPereira, A.
dc.date.accessioned2020-07-23T13:27:18Z
dc.date.available2020-07-23T13:27:18Z
dc.date.issued2020
dc.date.updated2020-07-23T14:26:51Z
dc.description.abstractThis paper deals with the efficiency and sustainability of Construction and Demolition Waste (CDW) management in 30 Member States of the European Economic Area (EEA) (the 28 European Union countries plus Norway and Iceland) for the period 2010-2016 using Exploratory Data Analytics (EDA) and Data Envelopment Analysis (DEA). The first stage of the proposed methodology is EDA with already available (the CDW recovery rate) and suggested indicators (e.g., building stock characterization, dwelling occupancy ratio, macroeconomic ratios and CDW breakdown) to characterize the efficiency and sustainability of CDW management. The second stage is to assess the efficiency of countries using DEA through two original CDW production models, one for sustainability, measuring the efficiency of the construction sector for reducing itsCDW, and the second a model to score the efficiency of maximizing the CDW recovery rate. The main outcome of the paper is the proposed methodology, which is a candidate for replacing current indicators in order to evaluate the performance of CDW policy, due to is adaptive nature, promoting the continuous improvement and overcoming the limitations of the poor quality of metrics, data and parametric indicators. The methodology has been experimentally validated using Eurostat data for 30 Member States of EEA, ranking them according to the two DEA model scores, to point out the countries considered efficient among those of their scale, as a reference for sustainable and efficient practices.eng
dc.description.versioninfo:eu-repo/semantics/publishedVersion
dc.identifier.doi10.3390/su12124995
dc.identifier.issn2071-1050
dc.identifier.urihttp://hdl.handle.net/10071/20629
dc.journalSustainability
dc.language.isoeng
dc.number12
dc.pagination1 - 25
dc.peerreviewedyes
dc.publisherMDPI
dc.relationTIN2016-75845-P
dc.relationED431C 2017/04
dc.relationED431G2019/01
dc.relationSNEO-20161147
dc.rightsopen access
dc.subjectConstruction and demolition waste (CDW)eng
dc.subjectData envelopment analysis (DEA)eng
dc.subjectEfficient CDW managementeng
dc.subjectExploratory data analytics (EDA)eng
dc.subjectSustainable CDW managementeng
dc.subject.fosDomínio/Área Científica::Ciências Naturais::Ciências Químicaspor
dc.subject.fosDomínio/Área Científica::Ciências Naturais::Ciências da Terra e do Ambientepor
dc.subject.fosDomínio/Área Científica::Ciências Naturais::Outras Ciências Naturaispor
dc.subject.fosDomínio/Área Científica::Engenharia e Tecnologia::Engenharia do Ambientepor
dc.subject.fosDomínio/Área Científica::Ciências Sociais::Geografia Económica e Socialpor
dc.titleExploratory data analysis and data envelopment analysis of construction and demolition waste management in the European Economic Areaeng
dc.typearticle
dc.volume12
degois.publication.firstPage1
degois.publication.issue12
degois.publication.lastPage25
degois.publication.titleExploratory data analysis and data envelopment analysis of construction and demolition waste management in the European Economic Areaeng
dspace.entity.typePublicationen
iscte.alternateIdentifiers.scopus2-s2.0-85086929936
iscte.identifier.cienciahttps://ciencia.iscte-iul.pt/id/ci-pub-73149

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