Simulating regional workforce impacts of decarbonizing integrated steelmaking

Global efforts to mitigate climate change are increasing pressure on heavy manufacturing industries to decarbonize production. The iron and steel industry is responsible for 7% of CO<sub>2</sub> emissions globally (2% in the United States) and is often a major employer in the regions where iron and steel is produced. Understanding the future prospects for workers in regions with high CO<sub>2</sub> emitting industries-including impacts of phasing out or evolving such industries-will be critical for informing regional economic and clean energy strategies. We simulate the impact of an "in-place" transition that replaces today's integrated production with direct reduced iron (DRI) used in electric arc furnaces (EAFs), using Southwest Pennsylvania as an application of our generalizable approach. Our results suggest that the integrated steelmaking workforce today has the skills, knowledge, and abilities (SKAs) to fill over 95% of all jobs required by DRI/EAF facilities, but the number of jobs is only 25% of those at integrated plants. We also find that some occupational groups have greater general transferability into the broader job market, while other groups, such as production workers, are ill-equipped today based on current SKAs to transition out of the iron and steel industry. Our methodology further suggests factors that limit transitions: Around 85% of occupations are more limited by missing skills, while 15% are more limited by insufficient wages. These results may help to improve the design of social policy and the targeting of retraining programs, while the simulation approach can be readily adapted for other regions and industries.

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Publication Details

Journal
Proceedings of the National Academy of Sciences
Published
2025-05-05
DOI
https://doi.org/10.1073/pnas.2419294122
Primary Topic
Iron and Steelmaking Processes
Type
article
Field-Weighted Citation Impact
0.00

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article

Simulating regional workforce impacts of decarbonizing integrated steelmaking

Valerie J. Karplus, Christophe Combemale, Petrus Christiaan Pistorius, Jillian E. Miles
Proceedings of the National Academy of Sciences
Iron and Steelmaking Processes
article

Simulating regional workforce impacts of decarbonizing integrated steelmaking

Valerie J. Karplus, Christophe Combemale, Petrus Christiaan Pistorius, Jillian E. Miles
article en

Abstract

Global efforts to mitigate climate change are increasing pressure on heavy manufacturing industries to decarbonize production. The iron and steel industry is responsible for 7% of CO<sub>2</sub> emissions globally (2% in the United States) and is often a major employer in the regions where iron and steel is produced. Understanding the future prospects for workers in regions with high CO<sub>2</sub> emitting industries-including impacts of phasing out or evolving such industries-will be critical for informing regional economic and clean energy strategies. We simulate the impact of an "in-place" transition that replaces today's integrated production with direct reduced iron (DRI) used in electric arc furnaces (EAFs), using Southwest Pennsylvania as an application of our generalizable approach. Our results suggest that the integrated steelmaking workforce today has the skills, knowledge, and abilities (SKAs) to fill over 95% of all jobs required by DRI/EAF facilities, but the number of jobs is only 25% of those at integrated plants. We also find that some occupational groups have greater general transferability into the broader job market, while other groups, such as production workers, are ill-equipped today based on current SKAs to transition out of the iron and steel industry. Our methodology further suggests factors that limit transitions: Around 85% of occupations are more limited by missing skills, while 15% are more limited by insufficient wages. These results may help to improve the design of social policy and the targeting of retraining programs, while the simulation approach can be readily adapted for other regions and industries.

Proceedings of the National Academy of SciencesVol. 122(19)
Division of Materials Science and Engineering (AU), Carnegie Mellon University (US)
National Science Foundation, U.S. Department of Energy, Andrew W. Mellon Foundation, Pennsylvania Department of Community and Economic Development, Hillman Foundation, Office of Energy Efficiency and Renewable Energy, Office of International Science and Engineering, Office of Energy Efficiency
Decent work and economic growth
Openalex Percentile: Top 91%
Iron and Steelmaking Processes
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