A Systemic Approach to Modeling the Sustainable Development of Enterprises in the Context of the Innovative Development of Metallurgical Enterprises in Ukraine

Abstract

The article presents a systemic approach to evaluating and modeling the impact of innovation activity on the sustainable development of metallurgical enterprises in Ukraine under conditions of economic instability, the COVID-19 pandemic, and full-scale war. The purpose of the study is to model the relationship between the level of innovative development and the components of sustainable development (economic, environmental, and social) in order to identify the most effective scenario for metallurgical enterprises. The methodological foundation of the research includes regression analysis and scenario-based modeling, implemented using data from the financial and managerial reports of leading Ukrainian metallurgical enterprises for the period 2018–2023. Three innovation development scenarios are constructed in the study: “Status Quo” (low innovation expenditure), “Balanced” (moderate level), and “Aggressive Innovation Implementation” (a high share of innovation investments). Standardized variables corresponding to international GRI and SASB reporting standards were applied, as well as dummy variables to account for enterprise size and operational period. The regression analysis results indicate that innovation activity exerts a nonlinear influence on the economic efficiency of enterprises, has a positive effect on social development, and reduces greenhouse gas emissions per unit of output. It is established that an aggressive innovation strategy maximizes the integrated indicator of sustainable development regardless of enterprise size. At the same time, excessive investment in innovation may temporarily reduce economic efficiency due to financial burden. The findings confirm that innovation not only drives economic growth but also serves as a critical factor in ensuring environmental responsibility and social resilience. The proposed approaches can be applied to develop sustainable development strategies for metallurgical enterprises during crises and post-war recovery.