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Table 4 The efficiency of basic medical insurance at the municipal level in Gansu Province from 2020 to 2022 was evaluated using the input-oriented Banker, Charnes, and Cooper (BCC) model

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

Type of medical insurance

Year

PTE

SE

TE

Mean

Number of

Efficient City

Mean

Number of

Efficient City

Mean

Number of

Efficient City

Urban and rural resident

2020

0.961

7(50.00%*)

0.977

5(35.71%)

0.939

5(35.71%)

2021

0.947

7(50.00%)

0.990

7(50.00%)

0.938

7(50.00%)

2022

0.957

7(50.00%)

0.989

8(57.14%)

0.947

7(50.00%)

Urban employee

2020

0.966

10(71.43%)

0.994

10(71.43%)

0.961

8(57.14%)

2021

0.877

6(42.86%)

0.950

4(28.57%)

0.835

3(21.43%)

2022

0.925

7(50.00%)

0.977

5(35.71%)

0.904

5(35.71%)

  1. Note TE for total efficiency. PTE for pure technical efficiency. SE for scale efficiency.
  2. * Numbers in parentheses are the share of efficiency frontier regions.