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A Fuzzy-Set Configurational Examination of Governance Capability under Certainty and Uncertainty Conditions: Evidence from the Chinese Provincial Cases of Early COVID-19 Containing Practice

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  • Chao Yang

    (School of Public Policy and Management, China University of Mining and Technology, Xuzhou 221116, China
    School of Safety Engineering, China University of Mining and Technology, Xuzhou 221116, China)

  • Xianyin Meng

    (School of International and Public Affairs, Shanghai Jiao Tong University, Shanghai 200030, China)

Abstract

It is a complex task for provincial governments to sustain the effectiveness of the governance system in containing the spread of COVID-19 in the early stages. This study aims to examine the complex causal combinations of certainty, uncertainty and governance capabilities leading to high and low effectiveness of governance across 30 Chinese provincial administrative regions. The fuzzy-set qualitative comparative analysis (fsQCA) shows that: (1) Two paths lead to a high level of governance effectiveness. One is condition-based, while the other is mainly based on the expertise of health directors and low-spreading control conditions. (2) Two paths lead to a low level of governance effectiveness. Because of a high level of spreading control difficulty, most provinces take the first path. (3) The SARS experience in 2003 may not be a necessary condition to improve the governance effectiveness of the COVID-19 outbreak. Provinces could achieve good governance effectiveness even if they had no prior SARS experience. The findings enhance the understanding of the emergency response to a public health crisis in a country with a strong government by clarifying various effective and ineffective configurations. It also reflects China’s existing public health emergency system to maintain sustainable governance under varying degrees of certainty and uncertainty.

Suggested Citation

  • Chao Yang & Xianyin Meng, 2023. "A Fuzzy-Set Configurational Examination of Governance Capability under Certainty and Uncertainty Conditions: Evidence from the Chinese Provincial Cases of Early COVID-19 Containing Practice," Sustainability, MDPI, vol. 15(3), pages 1-20, February.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:3:p:2828-:d:1057390
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    1. Paul Cairney, 2012. "Complexity Theory in Political Science and Public Policy," Political Studies Review, Political Studies Association, vol. 10(3), pages 346-358, September.
    2. Lynn, Laurence E. & Robichau, Robbie Waters, 2013. "Governance and organisational effectiveness: towards a theory of government performance," Journal of Public Policy, Cambridge University Press, vol. 33(2), pages 201-228, August.
    3. Sascha Kraus & Domingo Ribeiro-Soriano & Miriam Schüssler, 2018. "Fuzzy-set qualitative comparative analysis (fsQCA) in entrepreneurship and innovation research – the rise of a method," International Entrepreneurship and Management Journal, Springer, vol. 14(1), pages 15-33, March.
    4. Boulton, Jean G. & Allen, Peter M. & Bowman, Cliff, 2015. "Embracing Complexity: Strategic Perspectives for an Age of Turbulence," OUP Catalogue, Oxford University Press, number 9780199565269.
    5. Anselm Schneider & Christopher Wickert & Emilio Marti, 2017. "Reducing Complexity by Creating Complexity: A Systems Theory Perspective on How Organizations Respond to Their Environments," Journal of Management Studies, Wiley Blackwell, vol. 54(2), pages 182-208, March.
    6. Terje Aven & Ortwin Renn, 2009. "The Role of Quantitative Risk Assessments for Characterizing Risk and Uncertainty and Delineating Appropriate Risk Management Options, with Special Emphasis on Terrorism Risk," Risk Analysis, John Wiley & Sons, vol. 29(4), pages 587-600, April.
    7. Andy Stirling, 2010. "Keep it complex," Nature, Nature, vol. 468(7327), pages 1029-1031, December.
    8. Gemael Chaebo & Janann Joslin Medeiros, 2017. "Conditions for policy implementation via co-production: the control of dengue fever in Brazil," Public Management Review, Taylor & Francis Journals, vol. 19(10), pages 1381-1398, November.
    9. Elizabeth Jordan & Martha Gross & Amy Javernick-Will & Michael Garvin, 2011. "Use and misuse of qualitative comparative analysis," Construction Management and Economics, Taylor & Francis Journals, vol. 29(11), pages 1159-1173.
    10. Ragin, Charles C., 2006. "Set Relations in Social Research: Evaluating Their Consistency and Coverage," Political Analysis, Cambridge University Press, vol. 14(3), pages 291-310, July.
    11. Sarah Ayres & Ian Stafford, 2014. "Managing Complexity and Uncertainty in Regional Governance Networks: A Critical Analysis of State Rescaling in England," Regional Studies, Taylor & Francis Journals, vol. 48(1), pages 219-235, January.
    12. Geert R. Teisman & Erik-Hans Klijn, 2008. "Complexity Theory and Public Management," Public Management Review, Taylor & Francis Journals, vol. 10(3), pages 287-297, May.
    13. Zhou, Na & Wu, Qiaosheng & Hu, Xiangping & Xu, Deyi & Wang, Xiaolin, 2020. "Evaluation of Chinese natural gas investment along the Belt and Road Initiative using super slacks-based measurement of efficiency method," Resources Policy, Elsevier, vol. 67(C).
    14. Philip Haynes, 2008. "Complexity Theory and Evaluation in Public Management," Public Management Review, Taylor & Francis Journals, vol. 10(3), pages 401-419, May.
    15. Catherine M. Jones & Carole Clavier & Louise Potvin, 2020. "Policy processes sans frontières: interactions in transnational governance of global health," Policy Sciences, Springer;Society of Policy Sciences, vol. 53(1), pages 161-180, March.
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