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Innovating eco-efficiency metrics: The concept of weight-related carbon intensity in the automotive sector

  • Kai Rüdele*
  • , Till Justus Niemann
  • , Christoph Herrmann
  • , Christian Ramsauer
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Large and listed companies must publish annual reports to inform about financial figures and commercial success. In recent years, these companies have also increasingly been issuing sustainability reports to provide insights into their current environmental performance and progress. However, these reports lack key figures that integrate both efficiency and environmental perspectives. Therefore, a novel indicator is proposed and tested. The weight-related carbon intensity (ciw) relates cradle-to-gate emissions to the aggregated production weight of passenger cars. Using publicly available data from five global OEMs, we demonstrate that ciw provides more robust insights into production efficiency and sustainability performance than conventional CO2 per vehicle metrics. Our findings show that ciw can uncover inefficiencies that remain hidden under traditional reporting. The results highlight the need for weight-adjusted benchmarks in the automotive sector and suggest that ciw can serve as a complementary metric for corporate reporting, enhance emissions tracking and support climate action by expressing another CO2 truth.

Original languageEnglish
Article number100351
JournalCleaner Environmental Systems
Volume19
DOIs
Publication statusPublished - Dec 2025

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy
  2. SDG 13 - Climate Action
    SDG 13 Climate Action

Keywords

  • Automotive industry
  • Benchmarking
  • Carbon footprint
  • Key performance indicators

ASJC Scopus subject areas

  • Environmental Engineering
  • Renewable Energy, Sustainability and the Environment
  • Environmental Science (miscellaneous)
  • Management, Monitoring, Policy and Law

Fields of Expertise

  • Mobility & Production
  • Sustainable Systems

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