IDEAS home Printed from https://ideas.repec.org/a/bla/inecol/v26y2022i1p336-349.html
   My bibliography  Save this article

Potentials of big data for corporate environmental management: A case study from the German automotive industry

Author

Listed:
  • Grischa Beier
  • Julian Kiefer
  • Jutta Knopf

Abstract

Integrating more sustainability into business processes is becoming increasingly important for companies. At the same time, they aim to collect and analyze large amounts of data (big data) to improve these processes. The potentials of big data for corporate environmental protection are hardly dealt with in the scientific literature. The main contribution of this paper is to identify potential big data use cases for corporate environmental management by using the example of the German automotive industry. For this purpose, expert interviews were conducted with corporate environmental managers which were evaluated by using a qualitative content analysis. In order to balance this environmental perspective and enhance it with data analytical expertise, these use cases were assessed by data analytics experts through a mixed method approach, in a subsequent process. The presentation of the identified five use cases and their critical reflection through data analytics experts are the key results of this paper.

Suggested Citation

  • Grischa Beier & Julian Kiefer & Jutta Knopf, 2022. "Potentials of big data for corporate environmental management: A case study from the German automotive industry," Journal of Industrial Ecology, Yale University, vol. 26(1), pages 336-349, February.
    • Handle: RePEc:bla:inecol:v:26:y:2022:i:1:p:336-349
    DOI: 10.1111/jiec.13062
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/jiec.13062
    Download Restriction: no
    File URL: https://libkey.io/10.1111/jiec.13062?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Ming Xu & Hua Cai & Sai Liang, 2015. "Big Data and Industrial Ecology," Journal of Industrial Ecology, Yale University, vol. 19(2), pages 205-210, April.
    2. Venkatesh Mani & Catarina Delgado & Benjamin T. Hazen & Purvishkumar Patel, 2017. "Mitigating Supply Chain Risk via Sustainability Using Big Data Analytics: Evidence from the Manufacturing Supply Chain," Sustainability, MDPI, vol. 9(4), pages 1-21, April.
    3. Kenneth Gillingham & David Rapson & Gernot Wagner, 2016. "The Rebound Effect and Energy Efficiency Policy," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 10(1), pages 68-88.
    4. Joyce Cooper & Michael Noon & Chris Jones & Ezra Kahn & Peter Arbuckle, 2013. "Big Data in Life Cycle Assessment," Journal of Industrial Ecology, Yale University, vol. 17(6), pages 796-799, December.
    5. World Commission on Environment and Development,, 1987. "Our Common Future," OUP Catalogue, Oxford University Press, number 9780192820808, Decembrie.
    6. Legler, Harald & Gehrke, Birgit & Krawczyk, Olaf & Schasse, Ulrich & Rammer, Christian & Leheyda, Nina & Sofka, Wolfgang, 2009. "Die Bedeutung der Automobilindustrie für die deutsche Volkswirtschaft im europäischen Kontext: Endbericht an das Bundesministerium für Wirtschaft und Technologie," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 110502.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Čečević Bojana Novićević & Antić Ljilja & Jevtić Adrijana, 2023. "Stock Price Prediction of the Largest Automotive Competitors Based on the Monte Carlo Method," Economic Themes, Sciendo, vol. 61(3), pages 419-441, September.
    2. Nadine Bachmann & Shailesh Tripathi & Manuel Brunner & Herbert Jodlbauer, 2022. "The Contribution of Data-Driven Technologies in Achieving the Sustainable Development Goals," Sustainability, MDPI, vol. 14(5), pages 1-33, February.
    3. Lei Wang & Shibo Liu & Wanfang Xiong, 2022. "The Impact of Digital Transformation on Corporate Environment Performance: Evidence from China," IJERPH, MDPI, vol. 19(19), pages 1-19, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Asterios Stroumpoulis & Evangelia Kopanaki, 2022. "Theoretical Perspectives on Sustainable Supply Chain Management and Digital Transformation: A Literature Review and a Conceptual Framework," Sustainability, MDPI, vol. 14(8), pages 1-30, April.
    2. Lineth Rodríguez & Mihalis Giannakis & Catherine da Cunha, 2018. "Investigating the Enablers of Big Data Analytics on Sustainable Supply Chain," Post-Print hal-01982533, HAL.
    3. Rische, Marie-Christin & Röhlig, Andreas Marcus & Stöver, Jana, 2014. "Green, greener, grey: Disentangling different types of green growth," HWWI Research Papers 160, Hamburg Institute of International Economics (HWWI).
    4. Guillaume Majeau‐Bettez & Jean‐Marc Frayret & Anu Ramaswami & Yang Li & Niko Heeren, 2022. "Data innovation in industrial ecology," Journal of Industrial Ecology, Yale University, vol. 26(1), pages 6-11, February.
    5. Mechthild Donner & Anne Verniquet & Jan Broeze & Katrin Kayser & Hugo de Vries, 2021. "Critical success and risk factors for circular business models valorising agricultural waste and by-products," Post-Print hal-03004851, HAL.
    6. Cornelis Leeuwen & Jos Frijns & Annemarie Wezel & Frans Ven, 2012. "City Blueprints: 24 Indicators to Assess the Sustainability of the Urban Water Cycle," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 26(8), pages 2177-2197, June.
    7. CHEN, Helen S.Y., 2020. "Designing Sustainable Humanitarian Supply Chains," OSF Preprints m82ar, Center for Open Science.
    8. Jim Butcher, 2006. "The United Nations International Year of Ecotourism: a critical analysis of development implications," Progress in Development Studies, , vol. 6(2), pages 146-156, April.
    9. Denise Ravet, 2011. "Lean production: the link between supply chain and sustainable development in an international environment," Post-Print hal-00691666, HAL.
    10. Fankhauser, Samuel & Jotzo, Frank, 2017. "Economic growth and development with low-carbon energy," LSE Research Online Documents on Economics 86850, London School of Economics and Political Science, LSE Library.
    11. Mara Del Baldo, 2012. "Corporate social responsibility and corporate governance in Italian SMEs: the experience of some “spirited businesses”," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 16(1), pages 1-36, February.
    12. Megan Devonald & Nicola Jones & Sally Youssef, 2022. "‘We Have No Hope for Anything’: Exploring Interconnected Economic, Social and Environmental Risks to Adolescents in Lebanon," Sustainability, MDPI, vol. 14(4), pages 1-17, February.
    13. Rigby, Dan & Woodhouse, Phil & Young, Trevor & Burton, Michael, 2001. "Constructing a farm level indicator of sustainable agricultural practice," Ecological Economics, Elsevier, vol. 39(3), pages 463-478, December.
    14. Michael Howes & Liana Wortley & Ruth Potts & Aysin Dedekorkut-Howes & Silvia Serrao-Neumann & Julie Davidson & Timothy Smith & Patrick Nunn, 2017. "Environmental Sustainability: A Case of Policy Implementation Failure?," Sustainability, MDPI, vol. 9(2), pages 1-17, January.
    15. Shiferaw, Bekele & Holden, Stein, 1999. "Soil Erosion and Smallholders' Conservation Decisions in the Highlands of Ethiopia," World Development, Elsevier, vol. 27(4), pages 739-752, April.
    16. Ibrahim Ari & Muammer Koc, 2018. "Sustainable Financing for Sustainable Development: Understanding the Interrelations between Public Investment and Sovereign Debt," Sustainability, MDPI, vol. 10(11), pages 1-25, October.
    17. Parnphumeesup, Piya & Kerr, Sandy A., 2011. "Stakeholder preferences towards the sustainable development of CDM projects: Lessons from biomass (rice husk) CDM project in Thailand," Energy Policy, Elsevier, vol. 39(6), pages 3591-3601, June.
    18. Pengji Wang & Adrian T. H. Kuah & Qinye Lu & Caroline Wong & K. Thirumaran & Emmanuel Adegbite & Wesley Kendall, 2021. "The impact of value perceptions on purchase intention of sustainable luxury brands in China and the UK," Journal of Brand Management, Palgrave Macmillan, vol. 28(3), pages 325-346, May.
    19. Christoph M. Schmidt & Nils aus dem Moore, 2014. "Wie geht es uns? Die W3-Indikatoren für eine neue Wohlstandsmessung," RWI Positionen, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, pages 16, 03.
    20. Katundu Imasiku & Valerie M. Thomas & Etienne Ntagwirumugara, 2020. "Unpacking Ecological Stress from Economic Activities for Sustainability and Resource Optimization in Sub-Saharan Africa," Sustainability, MDPI, vol. 12(9), pages 1-12, April.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:inecol:v:26:y:2022:i:1:p:336-349. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=1088-1980 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.