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Table 5 Impact of healthcare workers on efficiency in rural areas

From: An analysis of factors influencing technical efficiency of health expenditures in China

Variable

Model 1

Model 2

Model 3

Overall efficiency

First-stage efficiency

Second-stage efficiency

Coefficient

P

Coefficient

P

Coefficient

P

Doctors (x1)

0.450

0.281

0.038

0.935

0.862

0.047

Nurses (x2)

0.597

0.426

0.398

0.631

0.751

0.337

Pharmacists (x3)

1.201

0.763

0.577

0.896

2.905

0.484

Medical technologists (x4)

4.321

0.393

6.956

0.213

1.272

0.809

Trainees (x5)

0.540

0.594

0.067

0.952

1.118

0.290

Village doctors (x6)

1.020

0.000

1.282

0.000

0.719

0.000

Nonmedical technologists (x7)

5.213

0.206

4.668

0.304

6.115

0.155

Health administrators (x8)

 − 5.318

0.099

 − 2.899

0.415

 − 8.548

0.011