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Table 1 Summary of the input and output indicators about the health insurance efficiency

From: Enhancing pooling levels strengthens the risk resilience of healthcare insurance: a case study of basic medical insurance fund operations data in Gansu, China

Author

Research object

Period of study

Methods

Input indicators

Output indicators

Liu et al. (2022) [23]

URRBMI

2017–2020

Three-stage DEA

Fund income; Number of health technicians; Government health expenditure

Fund expenditure; Epidemic morbidity rate; Resident health insurance expenditure

Li et al. (2023) [24]

UEBEI

2016–2020

Three-stage DEA

Fund income; Number of insured persons

Fund expenditure; Fund accumulated balance

Palazzolo

(2018) [25]

Medicare ACOs

2013–2014

Two-stage DEA

Total expenditures per capita; Number of health technicians;

Beneficiaries Indicators;

Earned Savings

Wu et al. (2015) [26]

Medicare

2003–2011

DEA-Tobit

Number of health technical employees; Quantity of beds in medical

Bed occupancy rate; Hospital physicians’ daily

clinic visits; physicians’

daily hospital visits

  1. Note: URRBMI, Urban and Rural Residents’ Basic Medical Insurance; UEBEI, Urban Employee’s Basic Endowment Insurance; ACOs, Accountable Care Organizations.