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Exploring Grey Systems Theory-Based Methods and Applications in Analyzing Socio-Economic Systems

Author

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  • Ehsan Javanmardi

    (Institute for Grey Systems Studies, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China)

  • Sifeng Liu

    (Institute for Grey Systems Studies, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China)

Abstract

The present study seeks to provide an overview of studies dealing with the grey systems theory from the perspective of socio-economic systems. A scoping review is conducted to explore the studies focusing grey systems theory and its applications in socio-economic systems. The publications selected for analysis were collected through searching the databases of the Web of Science, Scopus, and Science Direct. The publications were selected from 2010 to 2019, and the following keywords were used to detect them: grey systems, grey relational, grey model, grey prediction, grey control, grey incidence, grey cluster, grey decision, and grey input-output plus social, economic, and socioeconomic. Out of the 2375 records found, 147 full papers were screened. Results obtained from the studies were separated into the following categories: social network, healthcare, financial issues, sustainability, tourism, social and cultural, public sectors, urbanization, development, business, economics, demographics, innovation, and entrepreneurship. Findings showed that complexity, uncertainty, and a lack of access to a large collection of data directed researchers to rely on grey systems theory-based socio-economic systems. Furthermore, theory-based grey systems were more effective than other approaches of decision-making and analysis. Drawing on the grey systems theory-based holistic approaches and systems thinking methods helped to obtain better results in analyzing socio-economic systems.

Suggested Citation

  • Ehsan Javanmardi & Sifeng Liu, 2019. "Exploring Grey Systems Theory-Based Methods and Applications in Analyzing Socio-Economic Systems," Sustainability, MDPI, vol. 11(15), pages 1-19, August.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:15:p:4192-:d:254395
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    1. Kreng, Victor B. & Yang, Chi-Tien, 2011. "The equality of resource allocation in health care under the National Health Insurance System in Taiwan," Health Policy, Elsevier, vol. 100(2), pages 203-210.
    2. Shan, Siqing & Jia, Yingwei & Zheng, Xianrong & Xu, Xiaobo, 2018. "Assessing relationship and contribution of China's technological entrepreneurship to socio-economic development," Technological Forecasting and Social Change, Elsevier, vol. 135(C), pages 83-90.
    3. Wang, John & Yan, Ruiliang & Hollister, Kimberly & Zhu, Dan, 2008. "A historic review of management science research in China," Omega, Elsevier, vol. 36(6), pages 919-932, December.
    4. David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
    5. Chia-Nan Wang & Han-Khanh Nguyen, 2017. "Enhancing Urban Development Quality Based on the Results of Appraising Efficient Performance of Investors—A Case Study in Vietnam," Sustainability, MDPI, vol. 9(8), pages 1-22, August.
    6. David Rousseau, 2014. "Systems Philosophy and the Unity of Knowledge," Systems Research and Behavioral Science, Wiley Blackwell, vol. 31(2), pages 146-159, March.
    7. Kreng, Victor B. & Yang, Chi-Tien, 2011. "The equality of resource allocation in health care under the National Health Insurance System in Taiwan," Health Policy, Elsevier, vol. 100(2-3), pages 203-210, May.
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    8. James Amere OWICH & Jackline Akoth ODERO, 2023. "Supplier Selection Practices And Supply Chain Performance Of County Referral Hospitals In Kenya," Business Excellence and Management, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 13(3), pages 5-17, September.
    9. Thalles Vitelli Garcez & Helder Tenório Cavalcanti & Adiel Teixeira de Almeida, 2021. "A hybrid decision support model using Grey Relational Analysis and the Additive-Veto Model for solving multicriteria decision-making problems: an approach to supplier selection," Annals of Operations Research, Springer, vol. 304(1), pages 199-231, September.
    10. Wang, Siwei & Xiao, Xinping & Ding, Qi, 2024. "A novel fractional system grey prediction model with dynamic delay effect for evaluating the state of health of lithium battery," Energy, Elsevier, vol. 290(C).

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