Journal
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE
Volume 166, Issue -, Pages -Publisher
ELSEVIER SCIENCE INC
DOI: 10.1016/j.techfore.2020.120535
Keywords
Data envelopment analysis; Free disposal hull; Efficiency; Plant capacity utilization; Mortality
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Funding
- Beijing Institute of Technology Research Fund Program for Young Scholars
- Special Fund for Joint Development Program of Beijing Municipal Commission of Education
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This study defines short- and long-term output- and input-oriented plant capacity measures and evaluates their use in analyzing the evolution of extra hospital capacity in Hubei province during the COVID-19 outbreak in early 2020. The research leverages medical literature to select the most plausible plant capacity concept, with preliminary results showing that an input-oriented concept correlates best with mortality rates.
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.
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