Total public expenditure

Total public expenditure that excludes public investment expenditure and public debt repayment expenditure

OLS

Frontier

OLS

Frontier

coef.

t

coef.

z

coef.

t

coef.

z

lnz

0.523

^***

2.90

0.491

^***

3.21

0.438

^***

3.39

0.452

^***

4.08

lnw

0.135

1.52

0.128

^*

1.87

0.144

^**

2.05

0.102

^*

1.68

lnpop

−0.279

^**

−2.02

−0.185

^**

−2.56

−0.088

−0.82

−0.000

^***

−0.00

ln(pop)²

0.049

^***

7.99

0.046

^***

11.27

0.042

^***

8.51

0.038

^***

11.04

lnarea

0.141

^***

10.92

0.139

^***

11.44

0.117

^***

11.85

0.116

^***

14.42

r_u15

3.526

^***

3.73

3.801

^***

4.46

2.202

3.41

3.629

^**

4.11

r_o65

1.901

^***

6.47

1.967

^***

6.28

1.348

^***

5.86

1.430

^**

6.46

constant

9.162

^***

6.01

8.596

^***

9.12

8.299

^***

7.94

7.913

^***

9.27

Inefficiency

d_Mrthod_2

－

0.256

3.25

－

0.109

0.50

d_Method_3

－

0.399

^**

2.49

－

0.383

^**

2.11

constant

－

−3.607

^***

−8.94

－

−3.764

^***

−19.73

Adj R²

0.968

0.978

Log likelihood

258.991

344.426

Technical efficiency

Average

1.167

1.150

Min

1.019

1.015

Max

2.196

1.685

Sample

479

479

479

479