RT info:eu-repo/semantics/article T1 A five-indicator methodology for early-stage sustainable selection of metal scraps and raw materials: Application in the steel industry A1 Carreira Barral, Israel A1 García-Moral, Ana A1 Iñigo Martínez, María Emilia A1 Díez Hernández, Julieta A1 Ibáñez Porras, Jesús A1 Alonso-Terán, Mario A1 Fuente Gamero, Patricia de la A1 Barros García, Rocío A1 Martel Martín, Sonia K1 Circularity assessment K1 Criticality assessment K1 Early-stage evaluation K1 Metal scrap K1 Raw material K1 Steel K1 Sustainability index K1 Industria siderúrgica K1 Iron industry and trade K1 Desarrollo sostenible K1 Sustainable development AB This work proposes a straightforward methodology for integrating the environmental, economic, social, criticality and circularity dimensions as normalised indicators into a single equation, yielding a sustainability index, and demonstrates its applicability in the context of the steelmaking industry. This new approach, designed for early development stages and based on the elemental composition of the input materials (metal scraps and raw materials), allows the identification of those within a dataset that are of greatest concern according to their sustainability index and facilitates decision-making regarding their use in alloy production. A sensitivity analysis, with 11 studied scenarios, was conducted to evaluate the influence of the five indicators on the outcome, assigning different weights to them. The developed strategy, compatible with the Safe and Sustainable by Design framework, was successfully applied to a family of 207 materials of varying qualities. A set of raw materials, including both ferroalloys and pure elements, was identified as the most worrying group from the sustainability viewpoint, in line with previous works (e.g., ferroniobium, ferrotungsten, pure cobalt and pure copper), thereby validating the described framework. However, metal scraps should, whenever feasible, be prioritised, as their recovery would reduce the reliance on mineral resources. Consequently, a number of them are presented as alternatives to the least sustainable raw materials according to their sustainability indexes. The application of this methodology provides a holistic view of sustainability and enables rapid decisions regarding which products from a given set are more suitable for use, based on their index values and stakeholder needs. PB Elsevier SN 0195-9255 YR 2026 FD 2026-06 LK https://hdl.handle.net/10259/11472 UL https://hdl.handle.net/10259/11472 LA eng NO Israel Carreira-Barral thanks Consejería de Educación de la Junta de Castilla y León and European Social Fund Plus (ESF+) for his ‘Andrés Laguna’ post-doctoral contract (ref. AL-UBU-01, 2024 call). Julieta Díez-Hernández thanks the Spanish Ministerio de Ciencia, Innovación y Universidades for her pre-doctoral contract (University Teachers' Training Programme, ref. FPU/00605-2021). DS Repositorio Institucional de la Universidad de Burgos RD 19-abr-2026