Research Article

Decision-Making for Strategic Raw Materials Using Subjective and Objective Weighting

Volume: 3 Number: 3 December 31, 2025
TR EN

Decision-Making for Strategic Raw Materials Using Subjective and Objective Weighting

Abstract

With the technological advancements, global urbanization, and dynamic socio-economic progress, the demand for strategic raw materials (SRMs) is expected to increase in the coming years, making raw material assessment both inevitable and indispensable. The comprehensive criticality assessment of these materials inherently involves a multitude of parameters, raw materials, and constantly changing variables. European Union (EU) has systematically conducted assessments of critical raw materials (CRMs) on a triennial basis since 2011. This paper focuses on the final report on CRMs for the EU, where SRMs including Bismuth, Boron, Cobalt, Gallium, Germanium, Lithium, Magnesium, Manganese, Natural Graphite, Copper, Silicon, Titanium, Tungsten, and Nickel were first added to the list. In this context, the Entropy and CRITIC (Criteria Importance Through Inter-criteria Correlation) methods were applied for subjective weighting using real data, while SWARA (Stepwise Weight Assessment Ratio Analysis) and AHP (Analytical Hierarchy Process) were used to incorporate the assessments of participating experts. These methods were employed to determine the weights of the main criteria, including supply risk (SR), economic importance (EI), main supplier share, evaluation of materials linked with sector share and value-added, substitution (EI and SR), and import reliance in the criticality matrix. Across all applied methodologies, the computational results consistently converge to demonstrate that supply risk, value-added, and import reliance are most profoundly associated with the comprehensive assessment of SRMs. The findings guide policymakers in developing countries in tailoring their own criticality assessments based on the most essential criteria.

Keywords

Supporting Institution

This research received no external funding.

Ethical Statement

The author(s) declare that they have no potential conflict of interest regarding the research, authorship, and/or publication of this article.

References

  1. P. Ferro, F. Bonollo, “Design for recycling in a critical raw materials perspective”, Recycling, 4:4 (2019) 44.
  2. M. Grohol, C. Veeh, “Study on the Critical Raw Materials for the EU 2023 Final Report”, Directorate-General for Internal Market, Industry, Entrepreneurship and SMEs, (2023).
  3. E. G. Polat, M. Yücesan, M. Gül, “A comparative framework for criticality assessment of strategic raw materials in Turkey”, Resources Policy, 82 (2023) 103511.
  4. T. E. Graedel, B. K. Reck, “Six years of criticality assessments: what have we learned so far?”, Journal of Industrial Ecology, 20:4 (2016) 692–699.
  5. M. Wentker, M. Greenwood, M. C. Asaba, J. Leker, “A raw material criticality and environmental impact assessment of state-of-the-art and post-lithium-ion cathode technologies”, Journal of Energy Storage, 26 (2019) 101022.
  6. G. A. Blengini, P. Nuss, J. Dewulf, V. Nita, L. T. Peirò, B. Vidal-Legaz, C. Latunussa, L. Mancini, D. Blagoeva, D. Pennington, “EU methodology for critical raw materials assessment: Policy needs and proposed solutions for incremental improvements”, Resources Policy, 53 (2017) 12–19.
  7. S. M. Hayes, E. A. McCullough, “Critical minerals: A review of elemental trends in comprehensive criticality studies”, Resources Policy, 59 (2018) 192–199.
  8. J. Kim, J. Lee, B. Kim, J. Kim, “Raw material criticality assessment with weighted indicators: An application of fuzzy analytic hierarchy process”, Resources Policy, 60 (2019) 225–233.

Details

Primary Language

English

Subjects

Software Engineering (Other)

Journal Section

Research Article

Early Pub Date

December 16, 2025

Publication Date

December 31, 2025

Submission Date

March 11, 2025

Acceptance Date

October 25, 2025

Published in Issue

Year 2025 Volume: 3 Number: 3

IEEE
[1]E. Göçmen Polat and E. Polat, “Decision-Making for Strategic Raw Materials Using Subjective and Objective Weighting”, AJEAS, vol. 3, no. 3, pp. 117–135, Dec. 2025, doi: 10.70988/ajeas.1655431.

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