IDEAS home Printed from https://ideas.repec.org/a/gam/jresou/v10y2021i8p79-d608060.html
   My bibliography  Save this article

An Overview of Indicator Choice and Normalization in Raw Material Supply Risk Assessments

Author

Listed:
  • Christoph Helbig

    (Resource Lab, University of Augsburg, Universitaetsstr. 16, 86519 Augsburg, Germany)

  • Martin Bruckler

    (Resource Lab, University of Augsburg, Universitaetsstr. 16, 86519 Augsburg, Germany)

  • Andrea Thorenz

    (Resource Lab, University of Augsburg, Universitaetsstr. 16, 86519 Augsburg, Germany)

  • Axel Tuma

    (Resource Lab, University of Augsburg, Universitaetsstr. 16, 86519 Augsburg, Germany)

Abstract

Supply risk assessments are an integral part of raw material criticality assessments frequently used at the country or company level to identify raw materials of concern. However, the indicators used in supply risk assessments to estimate the likelihood of supply disruptions vary substantially. Here, we summarize and evaluate the use of supply risk indicators and their normalization to supply risk scores in 88 methods published until 2020. In total, we find 618 individual applications of supply risk criteria with 98 unique criteria belonging to one of ten indicator categories. The most often used categories of supply risk indicators are concentration, scarcity, and political instability. The most frequently used criteria are the country concentration of production, depletion time of reserves, and geopolitical risk. Indicator measurements and normalizations vary substantially between different methods for the same criterion. Our results can be used for future raw material criticality assessments to screen for suitable supply risk indicators and generally accepted indicator normalizations. We also find a further need for stronger empirical evidence of widely used indicators.

Suggested Citation

  • Christoph Helbig & Martin Bruckler & Andrea Thorenz & Axel Tuma, 2021. "An Overview of Indicator Choice and Normalization in Raw Material Supply Risk Assessments," Resources, MDPI, vol. 10(8), pages 1-26, August.
  • Handle: RePEc:gam:jresou:v:10:y:2021:i:8:p:79-:d:608060
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2079-9276/10/8/79/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2079-9276/10/8/79/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Guiomar Calvo & Alicia Valero & Antonio Valero, 2018. "Thermodynamic Approach to Evaluate the Criticality of Raw Materials and Its Application through a Material Flow Analysis in Europe," Journal of Industrial Ecology, Yale University, vol. 22(4), pages 839-852, August.
    2. T. E. Graedel & Barbara K. Reck, 2016. "Six Years of Criticality Assessments: What Have We Learned So Far?," Journal of Industrial Ecology, Yale University, vol. 20(4), pages 692-699, August.
    3. Blengini, Gian Andrea & Nuss, Philip & Dewulf, Jo & Nita, Viorel & Peirò, Laura Talens & Vidal-Legaz, Beatriz & Latunussa, Cynthia & Mancini, Lucia & Blagoeva, Darina & Pennington, David & Pellegrini,, 2017. "EU methodology for critical raw materials assessment: Policy needs and proposed solutions for incremental improvements," Resources Policy, Elsevier, vol. 53(C), pages 12-19.
    4. Pell, Robert S. & Wall, Frances & Yan, Xiaoyu & Bailey, Gwendolyn, 2019. "Applying and advancing the economic resource scarcity potential (ESP) method for rare earth elements," Resources Policy, Elsevier, vol. 62(C), pages 472-481.
    5. Disna Eheliyagoda & Xianlai Zeng & Jinhui Li, 2020. "A method to assess national metal criticality: the environment as a foremost measurement," Palgrave Communications, Palgrave Macmillan, vol. 7(1), pages 1-12, December.
    6. Zhou, Na & Wu, Qiaosheng & Hu, Xiangping & Zhu, Yongguang & Su, Hui & Xue, Shuangjiao, 2020. "Synthesized indicator for evaluating security of strategic minerals in China: A case study of lithium," Resources Policy, Elsevier, vol. 69(C).
    7. Eskinder D. Gemechu & Christoph Helbig & Guido Sonnemann & Andrea Thorenz & Axel Tuma, 2016. "Import-based Indicator for the Geopolitical Supply Risk of Raw Materials in Life Cycle Sustainability Assessments," Journal of Industrial Ecology, Yale University, vol. 20(1), pages 154-165, February.
    8. Xinkai Fu & Adriano Polli & Elsa Olivetti, 2019. "High‐Resolution Insight into Materials Criticality: Quantifying Risk for By‐Product Metals from Primary Production," Journal of Industrial Ecology, Yale University, vol. 23(2), pages 452-465, April.
    9. Brown, Teresa, 2018. "Measurement of mineral supply diversity and its importance in assessing risk and criticality," Resources Policy, Elsevier, vol. 58(C), pages 202-218.
    10. Milda Malinauskienė & Irina Kliopova & Christoph Hugi & Jurgis Kazimieras Staniškis, 2018. "Geostrategic Supply Risk and Economic Importance as Drivers for Implementation of Industrial Ecology Measures in a Nitrogen Fertilizer Production Company," Journal of Industrial Ecology, Yale University, vol. 22(2), pages 422-433, April.
    11. Christoph Helbig & Alex M. Bradshaw & Andrea Thorenz & Axel Tuma, 2020. "Supply Risk Considerations for the Elements in Nickel-Based Superalloys," Resources, MDPI, vol. 9(9), pages 1-16, August.
    12. Daw, Georges, 2017. "Security of mineral resources: A new framework for quantitative assessment of criticality," Resources Policy, Elsevier, vol. 53(C), pages 173-189.
    13. Rosenau-Tornow, Dirk & Buchholz, Peter & Riemann, Axel & Wagner, Markus, 2009. "Assessing the long-term supply risks for mineral raw materials--a combined evaluation of past and future trends," Resources Policy, Elsevier, vol. 34(4), pages 161-175, December.
    14. Viebahn, Peter & Soukup, Ole & Samadi, Sascha & Teubler, Jens & Wiesen, Klaus & Ritthoff, Michael, 2015. "Assessing the need for critical minerals to shift the German energy system towards a high proportion of renewables," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 655-671.
    15. Luca Ciacci & Philip Nuss & Barbara K. Reck & T. T. Werner & T. E. Graedel, 2016. "Metal Criticality Determination for Australia, the US, and the Planet—Comparing 2008 and 2012 Results," Resources, MDPI, vol. 5(4), pages 1-8, September.
    16. Goe, Michele & Gaustad, Gabrielle, 2014. "Identifying critical materials for photovoltaics in the US: A multi-metric approach," Applied Energy, Elsevier, vol. 123(C), pages 387-396.
    17. Bach, Vanessa & Finogenova, Natalia & Berger, Markus & Winter, Lisa & Finkbeiner, Matthias, 2017. "Enhancing the assessment of critical resource use at the country level with the SCARCE method – Case study of Germany," Resources Policy, Elsevier, vol. 53(C), pages 283-299.
    18. Roelich, Katy & Dawson, David A. & Purnell, Phil & Knoeri, Christof & Revell, Ruairi & Busch, Jonathan & Steinberger, Julia K., 2014. "Assessing the dynamic material criticality of infrastructure transitions: A case of low carbon electricity," Applied Energy, Elsevier, vol. 123(C), pages 378-386.
    19. Helbig, Christoph & Wietschel, Lars & Thorenz, Andrea & Tuma, Axel, 2016. "How to evaluate raw material vulnerability - An overview," Resources Policy, Elsevier, vol. 48(C), pages 13-24.
    20. Kim, Juhan & Lee, Jungbae & Kim, BumChoong & Kim, Jinsoo, 2019. "Raw material criticality assessment with weighted indicators: An application of fuzzy analytic hierarchy process," Resources Policy, Elsevier, vol. 60(C), pages 225-233.
    21. Shammugam, Shivenes & Rathgeber, Andreas & Schlegl, Thomas, 2019. "Causality between metal prices: Is joint consumption a more important determinant than joint production of main and by-product metals?," Resources Policy, Elsevier, vol. 61(C), pages 49-66.
    22. Kaufmann, Daniel & Kraay, Aart & Mastruzzi, Massimo, 2010. "The worldwide governance indicators : methodology and analytical issues," Policy Research Working Paper Series 5430, The World Bank.
    23. Renaud Coulomb & Simon Dietz & Maria Godunova & Thomas Bligaard Nielsen, 2015. "Critical Minerals Today and in 2030: An Analysis for OECD Countries," OECD Environment Working Papers 91, OECD Publishing.
    24. Helbig, Christoph & Bradshaw, Alex M. & Kolotzek, Christoph & Thorenz, Andrea & Tuma, Axel, 2016. "Supply risks associated with CdTe and CIGS thin-film photovoltaics," Applied Energy, Elsevier, vol. 178(C), pages 422-433.
    25. Hatayama, Hiroki & Tahara, Kiyotaka, 2018. "Adopting an objective approach to criticality assessment: Learning from the past," Resources Policy, Elsevier, vol. 55(C), pages 96-102.
    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. Kühnel, Konstantin & Schütte, Philip & Bach, Vanessa & Franken, Gudrun & Finkbeiner, Matthias, 2023. "Correlation analysis of country governance indicators and the magnitude of environmental and social incidents in mining," Resources Policy, Elsevier, vol. 85(PA).
    2. Valérie Mignon & Pauline Bucciarelli & Emmanuel Hache, 2024. "Evaluating criticality of strategic metals: Are the Herfindahl–Hirschman Index and usual concentration thresholds still relevant?," Working Papers hal-04452384, HAL.
    3. Karan Bhuwalka & Randolph E. Kirchain & Elsa A. Olivetti & Richard Roth, 2023. "Quantifying the drivers of long‐term prices in materials supply chains," Journal of Industrial Ecology, Yale University, vol. 27(1), pages 141-154, February.
    4. Göçmen Polat, Elifcan & Yücesan, Melih & Gül, Muhammet, 2023. "A comparative framework for criticality assessment of strategic raw materials in Turkey," Resources Policy, Elsevier, vol. 82(C).
    5. Jessie E. Bradley & Willem L. Auping & René Kleijn & Jan H. Kwakkel & Benjamin Sprecher, 2024. "Reassessing tin circularity and criticality," Journal of Industrial Ecology, Yale University, vol. 28(2), pages 232-246, April.
    6. Elena N. Shaforostova & Olga V. Kosareva-Volod’ko & Olga V. Belyankina & Danila Y. Solovykh & Ekaterina S. Sazankova & Elena I. Sizova & Danila A. Adigamov, 2023. "A Tailing Dump as Industrial Deposit; Study of the Mineralogical Composition of Tailing Dump of the Southern Urals and the Possibility of Tailings Re-Development," Resources, MDPI, vol. 12(2), pages 1-13, February.

    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. Griffin, Gillian & Gaustad, Gabrielle & Badami, Kedar, 2019. "A framework for firm-level critical material supply management and mitigation," Resources Policy, Elsevier, vol. 60(C), pages 262-276.
    2. Hache, Emmanuel & Seck, Gondia Sokhna & Simoen, Marine & Bonnet, Clément & Carcanague, Samuel, 2019. "Critical raw materials and transportation sector electrification: A detailed bottom-up analysis in world transport," Applied Energy, Elsevier, vol. 240(C), pages 6-25.
    3. Kühnel, Konstantin & Schütte, Philip & Bach, Vanessa & Franken, Gudrun & Finkbeiner, Matthias, 2023. "Correlation analysis of country governance indicators and the magnitude of environmental and social incidents in mining," Resources Policy, Elsevier, vol. 85(PA).
    4. Kim, Juhan & Lee, Jungbae & Kim, BumChoong & Kim, Jinsoo, 2019. "Raw material criticality assessment with weighted indicators: An application of fuzzy analytic hierarchy process," Resources Policy, Elsevier, vol. 60(C), pages 225-233.
    5. Marie K. Schellens & Johanna Gisladottir, 2018. "Critical Natural Resources: Challenging the Current Discourse and Proposal for a Holistic Definition," Resources, MDPI, vol. 7(4), pages 1-28, December.
    6. Teixeira, Bernardo & Brito, Miguel Centeno & Mateus, António, 2024. "Raw materials for the Portuguese decarbonization roadmap: The case of solar photovoltaics and wind energy," Resources Policy, Elsevier, vol. 90(C).
    7. Helbig, Christoph & Bradshaw, Alex M. & Kolotzek, Christoph & Thorenz, Andrea & Tuma, Axel, 2016. "Supply risks associated with CdTe and CIGS thin-film photovoltaics," Applied Energy, Elsevier, vol. 178(C), pages 422-433.
    8. Yu, Shiwei & Duan, Haoran & Cheng, Jinhua, 2021. "An evaluation of the supply risk for China's strategic metallic mineral resources," Resources Policy, Elsevier, vol. 70(C).
    9. Göçmen Polat, Elifcan & Yücesan, Melih & Gül, Muhammet, 2023. "A comparative framework for criticality assessment of strategic raw materials in Turkey," Resources Policy, Elsevier, vol. 82(C).
    10. Shule Li & Jingjing Yan & Qiuming Pei & Jinghua Sha & Siyu Mou & Yong Xiao, 2019. "Risk Identification and Evaluation of the Long-term Supply of Manganese Mines in China Based on the VW-BGR Method," Sustainability, MDPI, vol. 11(9), pages 1-23, May.
    11. Simon Glöser-Chahoud & Luis Tercero Espinoza & Rainer Walz & Martin Faulstich, 2016. "Taking the Step towards a More Dynamic View on Raw Material Criticality: An Indicator Based Analysis for Germany and Japan," Resources, MDPI, vol. 5(4), pages 1-16, December.
    12. Kim Maya Yavor & Vanessa Bach & Matthias Finkbeiner, 2021. "Resource Assessment of Renewable Energy Systems—A Review," Sustainability, MDPI, vol. 13(11), pages 1-19, May.
    13. Christine L. Thomas & Nedal T. Nassar & John H. DeYoung, 2022. "Assessing mineral supply concentration from different perspectives through a case study of zinc," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 35(3), pages 607-616, December.
    14. Hu, Xueyue & Wang, Chunying & Elshkaki, Ayman, 2024. "Material-energy Nexus: A systematic literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 192(C).
    15. Mitja Mori & Rok Stropnik & Mihael Sekavčnik & Andrej Lotrič, 2021. "Criticality and Life-Cycle Assessment of Materials Used in Fuel-Cell and Hydrogen Technologies," Sustainability, MDPI, vol. 13(6), pages 1-29, March.
    16. Dewulf, Jo & Blengini, Gian Andrea & Pennington, David & Nuss, Philip & Nassar, Nedal T., 2016. "Criticality on the international scene: Quo vadis?," Resources Policy, Elsevier, vol. 50(C), pages 169-176.
    17. Fikru, Mahelet G. & Awuah-Offei, Kwame, 2022. "An economic framework for producing critical minerals as joint products," Resources Policy, Elsevier, vol. 77(C).
    18. Greenwood, Matthew & Wentker, Marc & Leker, Jens, 2021. "A region-specific raw material and lithium-ion battery criticality methodology with an assessment of NMC cathode technology," Applied Energy, Elsevier, vol. 302(C).
    19. Wang, Peng & Chen, Li-Yang & Ge, Jian-Ping & Cai, Wenjia & Chen, Wei-Qiang, 2019. "Incorporating critical material cycles into metal-energy nexus of China’s 2050 renewable transition," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    20. Galos, Krzysztof & Lewicka, Ewa & Burkowicz, Anna & Guzik, Katarzyna & Kot-Niewiadomska, Alicja & Kamyk, Jarosław & Szlugaj, Jarosław, 2021. "Approach to identification and classification of the key, strategic and critical minerals important for the mineral security of Poland," Resources Policy, Elsevier, vol. 70(C).

    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:gam:jresou:v:10:y:2021:i:8:p:79-:d:608060. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.