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Emphasizing Grey Systems Contribution to Decision-Making Field Under Uncertainty: A Global Bibliometric Exploration

Author

Listed:
  • Andra Sandu

    (Department of Economic Informatics and Cybernetics, Bucharest University of Economic Studies, 0105552 Bucharest, Romania)

  • Paul Diaconu

    (Department of Accounting and Audit, Bucharest University of Economic Studies, 010552 Bucharest, Romania)

  • Camelia Delcea

    (Department of Economic Informatics and Cybernetics, Bucharest University of Economic Studies, 0105552 Bucharest, Romania)

  • Adrian Domenteanu

    (Department of Economic Informatics and Cybernetics, Bucharest University of Economic Studies, 0105552 Bucharest, Romania)

Abstract

Grey systems are applied in numerous domains, proving a high efficiency in predicting and investigating complex systems, where data is insufficient, unknown, or partially known. The systems have a strong contribution in the decision-making field under uncertainty, by identifying the connection between variables and optimizing the process of choosing the strategies. With time, the methods offered by the grey systems theory have faced a continuous adoption process in various research fields associated with decision-making. In this context, this paper aims to provide an in-depth bibliometric exploration, focusing on a filtered dataset, gathered from Clarivate Analytics’ Web of Science Core Collection database (WoS) for the purpose of better highlighting the adoption process faced by grey systems theory in the decision-making field under uncertainty. Based on the extracted dataset, the value registered for the annual growth rate is 17.1%, proving that the scientific community’s focus in this field is significant, and it has maintained academics’ interest for a long time. Also, the results of the bibliometric analysis showed that the Journal of Grey System was the most relevant source, while Sifeng Liu provided the greatest contribution to the field based on the number of published papers. Nanjing University of Aeronautics and Astronautics is ranked first in the top of most relevant affiliation based on the number of published papers, while China—the homeland of grey systems theory—assumes the leading contributor country place. The review of the top 10 most cited papers revealed the advantages of using grey systems theory in decision-making field under uncertainty.

Suggested Citation

  • Andra Sandu & Paul Diaconu & Camelia Delcea & Adrian Domenteanu, 2025. "Emphasizing Grey Systems Contribution to Decision-Making Field Under Uncertainty: A Global Bibliometric Exploration," Mathematics, MDPI, vol. 13(8), pages 1-45, April.
  • Handle: RePEc:gam:jmathe:v:13:y:2025:i:8:p:1278-:d:1633697
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    References listed on IDEAS

    as
    1. Weishu Liu, 2019. "The data source of this study is Web of Science Core Collection? Not enough," Scientometrics, Springer;Akadémiai Kiadó, vol. 121(3), pages 1815-1824, December.
    2. Irina-Daniela Cișmașu & Bianca Raluca Cibu & Liviu-Adrian Cotfas & Camelia Delcea, 2025. "The Persistence Puzzle: Bibliometric Insights into Dropout in MOOCs," Sustainability, MDPI, vol. 17(7), pages 1-42, March.
    3. Hoang-Sa Dang & Thuy-Mai-Trinh Nguyen & Chia-Nan Wang & Jen-Der Day & Thi Minh Han Dang, 2020. "Grey System Theory in the Study of Medical Tourism Industry and Its Economic Impact," IJERPH, MDPI, vol. 17(3), pages 1-23, February.
    4. Małgorzata Kokocińska & Marcin Nowak & Paweł Łopatka, 2020. "Measuring the Efficiency of Economic Growth towards Sustainable Growth with Grey System Theory," Sustainability, MDPI, vol. 12(23), pages 1-17, December.
    5. Ionuț Nica & Nora Chiriță & Irina Georgescu, 2025. "Triple Bottom Line in Sustainable Development: A Comprehensive Bibliometric Analysis," Sustainability, MDPI, vol. 17(5), pages 1-31, February.
    6. Oprea, Simona-Vasilica & Bâra, Adela, 2024. "Generative literature analysis on the rise of prosumers and their influence on the sustainable energy transition," Utilities Policy, Elsevier, vol. 90(C).
    7. Merve Anaç & Gulden Gumusburun Ayalp & Kamil Erdayandi, 2023. "Prefabricated Construction Risks: A Holistic Exploration through Advanced Bibliometric Tool and Content Analysis," Sustainability, MDPI, vol. 15(15), pages 1-31, August.
    8. Wu, Wen-Ze & Xu, Jie & Xie, Wanli & Zhang, Tao, 2025. "An innovative fractional grey system model and its application," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 230(C), pages 68-79.
    9. Amirmahdi Malek & Sadoullah Ebrahimnejad & Reza Tavakkoli-Moghaddam, 2017. "An Improved Hybrid Grey Relational Analysis Approach for Green Resilient Supply Chain Network Assessment," Sustainability, MDPI, vol. 9(8), pages 1-28, August.
    10. Paul Donner, 2017. "Document type assignment accuracy in the journal citation index data of Web of Science," Scientometrics, Springer;Akadémiai Kiadó, vol. 113(1), pages 219-236, October.
    11. Shalini Shekhawat & Akash Saxena & Ramadan A. Zeineldin & Ali Wagdy Mohamed, 2023. "Prediction of Infectious Disease to Reduce the Computation Stress on Medical and Health Care Facilitators," Mathematics, MDPI, vol. 11(2), pages 1-18, January.
    12. Andra-Teodora Gorski & Elena-Diana Ranf & Dorel Badea & Elisabeta-Emilia Halmaghi & Hortensia Gorski, 2023. "Education for Sustainability—Some Bibliometric Insights," Sustainability, MDPI, vol. 15(20), pages 1-17, October.
    13. Dejan Ravšelj & Lan Umek & Ljupčo Todorovski & Aleksander Aristovnik, 2022. "A Review of Digital Era Governance Research in the First Two Decades: A Bibliometric Study," Future Internet, MDPI, vol. 14(5), pages 1-27, April.
    14. Ertugrul Karsak, E. & Tolga, Ethem, 2001. "Fuzzy multi-criteria decision-making procedure for evaluating advanced manufacturing system investments," International Journal of Production Economics, Elsevier, vol. 69(1), pages 49-64, January.
    15. Nini Johana Marín-Rodríguez & Juan David González-Ruiz & Alejandro Valencia-Arias, 2023. "Incorporating Green Bonds into Portfolio Investments: Recent Trends and Further Research," Sustainability, MDPI, vol. 15(20), pages 1-32, October.
    16. Adrian Domenteanu & Georgiana-Alina Crișan & Corina Frăsineanu & Camelia Delcea, 2025. "Exploring Grey Systems in Uncertain Environments: A Bibliometric Analysis of Global Contributions and Research Themes," Sustainability, MDPI, vol. 17(6), pages 1-43, March.
    17. Ting-Kwei Wang & Qian Zhang & Heap-Yih Chong & Xiangyu Wang, 2017. "Integrated Supplier Selection Framework in a Resilient Construction Supply Chain: An Approach via Analytic Hierarchy Process (AHP) and Grey Relational Analysis (GRA)," Sustainability, MDPI, vol. 9(2), pages 1-26, February.
    18. Bakır, Mahmut & Özdemir, Emircan & Akan, Şahap & Atalık, Özlem, 2022. "A bibliometric analysis of airport service quality," Journal of Air Transport Management, Elsevier, vol. 104(C).
    19. Akash Saxena & Ramadan A. Zeineldin & Ali Wagdy Mohamed, 2023. "Development of Grey Machine Learning Models for Forecasting of Energy Consumption, Carbon Emission and Energy Generation for the Sustainable Development of Society," Mathematics, MDPI, vol. 11(6), pages 1-13, March.
    20. Weiwei Pan & Lirong Jian & Tao Liu, 2019. "Grey system theory trends from 1991 to 2018: a bibliometric analysis and visualization," Scientometrics, Springer;Akadémiai Kiadó, vol. 121(3), pages 1407-1434, December.
    21. Jiekun Song & Xueli Leng & Zhicheng Liu, 2023. "Green Supplier Selection Based on Sequential Group Three-Way Decision Making," Mathematics, MDPI, vol. 11(22), pages 1-33, November.
    22. Ehsan Javanmardi & Sifeng Liu & Naiming Xie, 2020. "Exploring Grey Systems Theory-Based Methods and Applications in Sustainability Studies: A Systematic Review Approach," Sustainability, MDPI, vol. 12(11), pages 1-32, May.
    23. József Dombi & Jenő Fáró & Tamás Jónás, 2025. "A Group Consensus Measure That Takes into Account the Relative Importance of the Decision-Makers," Mathematics, MDPI, vol. 13(3), pages 1-24, February.
    24. Jingyuan Yu & Juan Muñoz-Justicia, 2020. "A Bibliometric Overview of Twitter-Related Studies Indexed in Web of Science," Future Internet, MDPI, vol. 12(5), pages 1-18, May.
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