Exploratory Data Analysis and Data Envelopment Analysis of Construction and Demolition Waste Management in the European Economic Area

This 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 Env...

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Published in:Sustainability
Main Authors: Guillermo L. Taboada, Isabel Seruca, Cristina Sousa, Ángeles Pereira
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2020
Subjects:
Online Access:https://doi.org/10.3390/su12124995
https://doaj.org/article/d661a171b1de4cc7bddb3673ec1db748
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spelling ftdoajarticles:oai:doaj.org/article:d661a171b1de4cc7bddb3673ec1db748 2023-05-15T16:51:51+02:00 Exploratory Data Analysis and Data Envelopment Analysis of Construction and Demolition Waste Management in the European Economic Area Guillermo L. Taboada Isabel Seruca Cristina Sousa Ángeles Pereira 2020-06-01T00:00:00Z https://doi.org/10.3390/su12124995 https://doaj.org/article/d661a171b1de4cc7bddb3673ec1db748 EN eng MDPI AG https://www.mdpi.com/2071-1050/12/12/4995 https://doaj.org/toc/2071-1050 doi:10.3390/su12124995 2071-1050 https://doaj.org/article/d661a171b1de4cc7bddb3673ec1db748 Sustainability, Vol 12, Iss 4995, p 4995 (2020) Construction and Demolition Waste (CDW) Exploratory Data Analytics (EDA) Data Envelopment Analysis (DEA) sustainable CDW management efficient CDW management Environmental effects of industries and plants TD194-195 Renewable energy sources TJ807-830 Environmental sciences GE1-350 article 2020 ftdoajarticles https://doi.org/10.3390/su12124995 2022-12-31T10:54:45Z This 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 its CDW, 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. Article in Journal/Newspaper Iceland Directory of Open Access Journals: DOAJ Articles Norway Sustainability 12 12 4995
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Construction and Demolition Waste (CDW)
Exploratory Data Analytics (EDA)
Data Envelopment Analysis (DEA)
sustainable CDW management
efficient CDW management
Environmental effects of industries and plants
TD194-195
Renewable energy sources
TJ807-830
Environmental sciences
GE1-350
spellingShingle Construction and Demolition Waste (CDW)
Exploratory Data Analytics (EDA)
Data Envelopment Analysis (DEA)
sustainable CDW management
efficient CDW management
Environmental effects of industries and plants
TD194-195
Renewable energy sources
TJ807-830
Environmental sciences
GE1-350
Guillermo L. Taboada
Isabel Seruca
Cristina Sousa
Ángeles Pereira
Exploratory Data Analysis and Data Envelopment Analysis of Construction and Demolition Waste Management in the European Economic Area
topic_facet Construction and Demolition Waste (CDW)
Exploratory Data Analytics (EDA)
Data Envelopment Analysis (DEA)
sustainable CDW management
efficient CDW management
Environmental effects of industries and plants
TD194-195
Renewable energy sources
TJ807-830
Environmental sciences
GE1-350
description This 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 its CDW, 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.
format Article in Journal/Newspaper
author Guillermo L. Taboada
Isabel Seruca
Cristina Sousa
Ángeles Pereira
author_facet Guillermo L. Taboada
Isabel Seruca
Cristina Sousa
Ángeles Pereira
author_sort Guillermo L. Taboada
title Exploratory Data Analysis and Data Envelopment Analysis of Construction and Demolition Waste Management in the European Economic Area
title_short Exploratory Data Analysis and Data Envelopment Analysis of Construction and Demolition Waste Management in the European Economic Area
title_full Exploratory Data Analysis and Data Envelopment Analysis of Construction and Demolition Waste Management in the European Economic Area
title_fullStr Exploratory Data Analysis and Data Envelopment Analysis of Construction and Demolition Waste Management in the European Economic Area
title_full_unstemmed Exploratory Data Analysis and Data Envelopment Analysis of Construction and Demolition Waste Management in the European Economic Area
title_sort exploratory data analysis and data envelopment analysis of construction and demolition waste management in the european economic area
publisher MDPI AG
publishDate 2020
url https://doi.org/10.3390/su12124995
https://doaj.org/article/d661a171b1de4cc7bddb3673ec1db748
geographic Norway
geographic_facet Norway
genre Iceland
genre_facet Iceland
op_source Sustainability, Vol 12, Iss 4995, p 4995 (2020)
op_relation https://www.mdpi.com/2071-1050/12/12/4995
https://doaj.org/toc/2071-1050
doi:10.3390/su12124995
2071-1050
https://doaj.org/article/d661a171b1de4cc7bddb3673ec1db748
op_doi https://doi.org/10.3390/su12124995
container_title Sustainability
container_volume 12
container_issue 12
container_start_page 4995
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