Research Article

Research on the Operating Efficiency of Chinese Listed Pharmaceutical Companies Based on Two-Stage Network DEA and Malmquist

Table 1

Variable selection and measurement.

Variable typeVariable nameMeasure

The first stageOutputGross costsGross costs in corporate annual reports
InputTotal number of employeesTotal number of in-service staff
Net value of fixed assetsNet value of fixed assets in corporate annual reports
Gross revenueGross revenue in corporate annual reports

The second stageOutputNet profitTotal profit − income tax
InputGross costs
Government subsidiesGovernment subsidies that are included in the current profit and loss