Introduction The Russian steelmaking sector has recently faced significant turmoil, and one of the industry giants, Magnitogorsk Iron and Steel Works (MMK), has reported a dramatic plunge in its profits. This news is particularly relevant as it highlights the broader economic challenges facing the Russian manufacturing sector, especially amidst the ongoing geopolitical tensions and economic