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

Author

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  • Guillermo L. Taboada

    (Computer Architecture Group, CITIC, Universidade da Coruña, Campus de Elviña, 15071 A Coruña, Spain)

  • Isabel Seruca

    (Research on Economics, Management and Information Technologies (REMIT), Universidade Portucalense, Rua Dr. António Bernardino Almeida, 541 4200-072 Porto, Portugal
    ISTTOS, Centro Algoritmi, University of Minho, Campus Azurém, 4800-058 Guimarães, Portugal)

  • Cristina Sousa

    (Research on Economics, Management and Information Technologies (REMIT), Universidade Portucalense, Rua Dr. António Bernardino Almeida, 541 4200-072 Porto, Portugal
    Iscte-Instituto Universitário de Lisboa, Dinâmia’CET, 1649-026 Lisboa, Portugal)

  • Ángeles Pereira

    (Department of Applied Economics, Universidade de Santiago de Compostela, 15705 Santiago de Compostela, A Coruña, Spain)

Abstract

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.

Suggested Citation

  • Guillermo L. Taboada & Isabel Seruca & Cristina Sousa & Ángeles Pereira, 2020. "Exploratory Data Analysis and Data Envelopment Analysis of Construction and Demolition Waste Management in the European Economic Area," Sustainability, MDPI, vol. 12(12), pages 1-25, June.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:12:p:4995-:d:373335
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    References listed on IDEAS

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    1. Anna Łozowicka, 2020. "Evaluation of the Efficiency of Sustainable Development Policy Implementation in Selected EU Member States Using DEA. The Ecological Dimension," Sustainability, MDPI, vol. 12(1), pages 1-17, January.
    2. Buyle, Matthias & Braet, Johan & Audenaert, Amaryllis, 2013. "Life cycle assessment in the construction sector: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 26(C), pages 379-388.
    3. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    4. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    5. Seiford, Lawrence M. & Zhu, Joe, 2002. "Modeling undesirable factors in efficiency evaluation," European Journal of Operational Research, Elsevier, vol. 142(1), pages 16-20, October.
    6. Pedro Nuñez-Cacho & Jaroslaw Górecki & Valentín Molina-Moreno & Francisco A. Corpas-Iglesias, 2018. "What Gets Measured, Gets Done: Development of a Circular Economy Measurement Scale for Building Industry," Sustainability, MDPI, vol. 10(7), pages 1-22, July.
    7. Seiford, Lawrence M. & Zhu, Joe, 1999. "An investigation of returns to scale in data envelopment analysis," Omega, Elsevier, vol. 27(1), pages 1-11, February.
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    Cited by:

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    2. Chunhong Chen & Ronggui Liu & Pinghua Zhu & Hui Liu & Xinjie Wang, 2020. "Carbonization Durability of Two Generations of Recycled Coarse Aggregate Concrete with Effect of Chloride Ion Corrosion," Sustainability, MDPI, vol. 12(24), pages 1-18, December.
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    5. Caroline Santana Rangel & Mayara Amario & Marco Pepe & Enzo Martinelli & Romildo Dias Toledo Filho, 2020. "Durability of Structural Recycled Aggregate Concrete Subjected to Freeze-Thaw Cycles," Sustainability, MDPI, vol. 12(16), pages 1-21, August.

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