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Using COVID-19 mortality to select among hospital plant capacity models: An exploratory empirical application to Hubei province

Author

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  • Kristiaan Kerstens

    (LEM - Lille économie management - UMR 9221 - UA - Université d'Artois - UCL - Université catholique de Lille - Université de Lille - CNRS - Centre National de la Recherche Scientifique)

  • Zhiyang Shen

Abstract

This contribution defines short- and long-run output- and input-oriented plant capacity measures and evaluates them relative to convex and nonconvex technologies. By applying these different plant capacity concepts, the authors seek to measure the use of existing capacities, as well as the evolution and build-up of extra hospital capacity in the Chinese province of Hubei during the outbreak of the COVID-19 epidemic in early 2020. Furthermore, medical literature has established that mortality rates increase with high capacity utilization rates, an insight that this study leverages to select the most plausible of eight plant capacity concepts. The preliminary results indicate that a relatively new, input-oriented plant capacity concept correlates best with mortality.

Suggested Citation

  • Kristiaan Kerstens & Zhiyang Shen, 2021. "Using COVID-19 mortality to select among hospital plant capacity models: An exploratory empirical application to Hubei province," Post-Print hal-03130063, HAL.
  • Handle: RePEc:hal:journl:hal-03130063
    DOI: 10.1016/j.techfore.2020.120535
    Note: View the original document on HAL open archive server: https://hal.science/hal-03130063
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    2. Kristiaan Kerstens & Jafar Sadeghi & Ignace Van de Woestyne & Linjia Zhang, 2022. "Malmquist productivity indices and plant capacity utilisation: new proposals and empirical application," Annals of Operations Research, Springer, vol. 315(1), pages 221-250, August.
    3. Huang, Chuanli & Wang, Min & Rafaqat, Warda & Shabbir, Salman & Lian, Liping & Zhang, Jun & Lo, Siuming & Song, Weiguo, 2022. "Data-driven test strategy for COVID-19 using machine learning: A study in Lahore, Pakistan," Socio-Economic Planning Sciences, Elsevier, vol. 80(C).
    4. Songul Cinaroglu, 2024. "Efficiency effects of public hospital closures in the context of public hospital reform: a multistep efficiency analysis," Health Care Management Science, Springer, vol. 27(1), pages 88-113, March.
    5. Kristiaan Kerstens & Jafar Sadeghi, 2021. "Plant Capacity Notions: Existence Results at Firm and Industry Levels," Working Papers 2021-EQM-04, IESEG School of Management.
    6. Kristiaan KERSTENS & Xiaoqing CHEN, 2022. "Evaluating Horizontal Mergers in Swedish District Courts Using Plant Capacity Concepts: With a Focus on Nonconvexity," Working Papers 2022-EQM-02, IESEG School of Management.

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