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A Dataset Quality Assessment—An Insight and Discussion on Selected Elements of Environmental Footprints Methodology

Author

Listed:
  • Anna Lewandowska

    (Department of Quality Management, Poznań University of Economics and Business, 61-875 Poznań, Poland)

  • Katarzyna Joachimiak-Lechman

    (Department of Quality Management, Poznań University of Economics and Business, 61-875 Poznań, Poland)

  • Przemysław Kurczewski

    (Faculty of Civil and Transport Engineering, Poznań University of Technology, Piotrowo 3, 60-965 Poznań, Poland)

Abstract

One of the most recently developed life cycle-based methods is an environmental footprint of products and organisations established by the European Commission. A special procedure of data and dataset quality assessment has been developed as a part of the environmental footprints methodology. The procedure may be recognised as vital and powerful but, at the same time, a bit complicated and time-consuming. It is worth discussing this subject and looking for potential simplification. In this paper, we suggest a possible way for simplification. We propose to remove an impact-assessment-based step from the procedure of company-specific datasets quality assessment. There are two potential benefits: a reduction in the need for expert knowledge and time savings. The threats posed are connected to the fact that all data influences the Data Quality Rating indicator of the entire dataset to the same degree. With a higher volume of data included in the assessment, there is a risk of greater differentiation in their quality. In this paper, an example of raw milk production is presented. The assessment of quality of the dataset was performed in three variants: pursuant to the approach established by the European Commission in the pilot phase, transition phase and with certain modifications employed.

Suggested Citation

  • Anna Lewandowska & Katarzyna Joachimiak-Lechman & Przemysław Kurczewski, 2021. "A Dataset Quality Assessment—An Insight and Discussion on Selected Elements of Environmental Footprints Methodology," Energies, MDPI, vol. 14(16), pages 1-23, August.
    • Handle: RePEc:gam:jeners:v:14:y:2021:i:16:p:5004-:d:614724
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    References listed on IDEAS

    as
    1. Luca Ciacci & Fabrizio Passarini, 2020. "Life Cycle Assessment (LCA) of Environmental and Energy Systems," Energies, MDPI, vol. 13(22), pages 1-8, November.
    2. Zhang, Yang & Yan, Da & Hu, Shan & Guo, Siyue, 2019. "Modelling of energy consumption and carbon emission from the building construction sector in China, a process-based LCA approach," Energy Policy, Elsevier, vol. 134(C).
    3. Feucht, Yvonne & Zander, Katrin, 2017. "Consumers' attitudes on carbon footprint labelling: Results of the SUSDIET project," Thünen Working Papers 78, Johann Heinrich von Thünen Institute, Federal Research Institute for Rural Areas, Forestry and Fisheries.
    4. Feucht, Yvonne & Zander, Katrin, 2017. "Consumers’ attitudes on carbon footprint labelling. Results of the SUSDIET project," Thünen Working Paper 266396, Johann Heinrich von Thünen-Institut (vTI), Federal Research Institute for Rural Areas, Forestry and Fisheries.
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