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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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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1766041959389986816 |