Abstract
The environmental, social, and governance (ESG) practice is now mainstream in business strategy across various business domains, including the oil and gas (O&G) sector. The O&G sector faces increasing pressure to align with global sustainability goals, making a comprehensive ESG assessment a strategic priority. However, developing a comprehensive ESG performance assessment model for the O&G sector, considering both qualitative and quantitative data under larger-scale uncertainty, remains unexplored in the literature. Therefore, this study, for the first time, introduces an innovative integrated framework that extends and combines the trigonometric trapezoidal fuzzy (TTrF)-ordinal priority approach (OPA) with the TTrF-mulTi-noRmalization mUlti-distance aSsessmenT (TRUST) method. A Python-based graphical user interface (GUI) has also been designed for practical implications of the proposed TTrF-OPA-TRUST model. The model can effectively handle both qualitative and quantitative data, including larger-scale uncertainty, while evaluating the ESG performance of global O&G companies. The TTrF-OPA model quantifies the importance of the ESG criteria system based on expert ordinal inputs, while the TTrF-TRUST model benchmarks the absolute ESG sustainability performance of O&G companies. The integrated model is validated against five O&G firms by conducting comprehensive sensitivity, comparative, and correlation analysis. Results revealed that, according to the TTrF-OPA model, the most critical ESG criterion is “Total GHG per sales.” The study also demonstrated that the O&G company “Equinor ASA” outperformed other global O&G companies. These findings could be helpful for other companies to understand their level of ESG performance and improve sustainability practices. Additionally, a Python-based GUI for the proposed TTrF-OPA-TRUST model could be used in real-life complex decision-making to avoid computational complexity.
| Original language | English |
|---|---|
| Number of pages | 29 |
| Journal | Business Strategy and the Environment |
| DOIs | |
| Publication status | Accepted/In press - Feb 2026 |
Keywords
- decision making
- ESG performance assessment
- oil and gas supply chain
- sustainability
- trapezoidal fuzzy OPA
- trapezoidal fuzzy TRUST
ASJC Scopus subject areas
- Business and International Management
- Geography, Planning and Development
- Strategy and Management
- Management, Monitoring, Policy and Law
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