Table A2 PSM-DML balance test.

From: Green finance policy and corporate carbon emissions: advancing corporate sustainability

Variable

Unmatched/Matched

Mean

%Bias

t-values

p-values

Treated

Control

Growth

U

0.159

0.147

3.90

2.04

0.042

 

M

0.159

0.167

−2.70

−1.19

0.234

Fixed

U

0.234

0.253

−12.2

−6.28

0.000

 

M

0.234

0.235

−0.60

−0.28

0.780

Inv

U

0.132

0.135

−3.20

−1.66

0.096

 

M

0.132

0.131

0.20

0.08

0.936

REC

U

0.131

0.115

16.40

8.54

0.000

 

M

0.129

0.129

−0.70

−0.29

0.770

Cash

U

0.054

0.051

6.00

3.13

0.002

 

M

0.054

0.055

−1.80

−0.81

0.419

ROA

U

0.046

0.042

6.40

3.36

0.001

 

M

0.046

0.047

−1.70

−0.74

0.462

Size

U

22.365

0.552

−14.7

−7.53

0.000

 

M

22.372

0.361

0.70

0.35

0.727

Lev

U

0.418

0.429

−5.70

−2.97

0.003

 

M

0.417

0.415

1.20

0.53

0.599

ATO

U

0.684

0.653

8.00

4.17

0.000

 

M

0.675

0.671

1.10

0.50

0.620

Growth*Growth

U

0.112

0.118

−1.40

−0.73

0.463

 

M

0.112

0.130

−4.70

−2.00

0.046

Growth*Fixed

U

0.034

0.035

−0.40

−0.22

0.826

 

M

0.035

0.038

−3.80

−1.63

0.103

Growth*Inv

U

0.021

0.020

2.10

1.05

0.292

 

M

0.021

0.022

−2.90

−1.29

0.197

Growth*REC

U

0.022

0.018

8.80

4.62

0.000

 

M

0.022

0.023

−1.60

−0.66

0.508

Growth*Cashflow

U

0.009

0.008

4.20

2.20

0.028

 

M

0.009

0.009

−1.60

−0.68

0.497

Growth*ROA

U

0.012

0.010

6.40

3.43

0.001

 

M

0.012

0.012

−2.20

−0.89

0.372

Growth*Size

U

3.570

0.323

3.60

1.87

0.061

 

M

3.578

0.761

−2.70

−1.16

0.246

Growth*Lev

U

0.068

0.064

2.30

1.17

0.242

 

M

0.068

0.071

−2.40

−1.05

0.294

Growth*ATO

U

0.126

0.111

5.80

3.05

0.002

 

M

0.124

0.128

−1.40

−0.60

0.548

Growth*Growth

U

0.034

0.035

−0.40

−0.22

0.826

 

M

0.035

0.038

−3.80

−1.63

0.103

Fixed*Fixed

U

0.077

0.091

−13.5

−6.91

0.000

 

M

0.077

0.078

−1.30

−0.63

0.532

Fixed*Inv

U

0.027

0.029

−9.30

−4.73

0.000

 

M

0.027

0.026

1.90

0.92

0.356

Fixed*REC

U

0.026

0.023

16.10

8.57

0.000

 

M

0.026

0.026

0.50

0.20

0.840

Fixed*Cashflow

U

0.015

0.016

−3.80

−1.94

0.052

 

M

0.015

0.015

−2.60

−1.22

0.221

Fixed*ROA

U

0.010

0.010

−0.90

−0.47

0.638

 

M

0.010

0.011

−2.60

−1.19

0.234

Fixed*Size

U

5.256

0.748

−13.40

−6.88

0.000

 

M

5.268

0.290

−0.60

−0.28

0.782

Fixed*Lev

U

0.101

0.113

−12.8

−6.51

0.000

 

M

0.101

0.101

0.60

0.28

0.783

Fixed*ATO

U

0.154

0.163

−6.90

−3.49

0.000

 

M

0.154

0.153

0.20

0.09

0.929

Inv*Growth

U

0.021

0.020

2.10

1.05

0.292

 

M

0.021

0.022

−2.90

−1.29

0.197

Inv*Fixed

U

0.027

0.029

−9.30

−4.73

0.000

 

M

0.027

0.026

1.90

0.92

0.356

Inv*Inv

U

0.026

0.028

−4.60

−2.41

0.016

 

M

0.026

0.026

−0.20

−0.07

0.942

Inv*REC

U

0.018

0.016

8.60

4.50

0.000

 

M

0.018

0.018

−0.40

−0.17

0.862

Inv*Cashflow

U

0.006

0.005

6.30

3.26

0.001

 

M

0.006

0.006

−0.40

−0.18

0.861

Inv*ROA

U

0.006

0.005

5.00

2.59

0.009

 

M

0.006

0.006

−0.80

−0.34

0.736

Inv*Size

U

2.935

0.029

−4.30

−2.23

0.026

 

M

2.932

0.926

0.30

0.12

0.906

Inv*Lev

U

0.058

0.061

−5.60

−2.88

0.004

 

M

0.058

0.057

0.50

0.25

0.801

Inv*ATO

U

0.097

0.097

0.20

0.09

0.930

 

M

0.095

0.094

1.50

0.72

0.474

REC*Growth

U

0.022

0.018

8.80

4.62

0.000

 

M

0.022

0.023

−1.60

−0.66

0.508

REC*Fixed

U

0.026

0.023

16.1

8.57

0.000

 

M

0.026

0.026

0.50

0.20

0.840

REC*Inv

U

0.018

0.016

8.60

4.50

0.000

 

M

0.018

0.018

−0.40

−0.17

0.862

REC*REC

U

0.026

0.022

9.60

5.05

0.000

 

M

0.025

0.025

−1.80

−0.80

0.425

REC*Cashflow

U

0.006

0.004

15.3

8.20

0.000

 

M

0.006

0.006

−1.60

−0.70

0.486

REC*ROA

U

0.006

0.005

11.6

6.23

0.000

 

M

0.006

0.006

−2.00

−0.85

0.397

REC*Size

U

2.906

0.573

15.90

8.31

0.000

 

M

2.867

0.879

−0.60

−0.27

0.786

REC*Lev

U

0.057

0.050

12.5

6.56

0.000

 

M

0.056

0.056

0.10

0.06

0.953

REC*ATO

U

0.096

0.077

20.2

11.07

0.000

 

M

0.092

0.092

−0.40

−0.20

0.843

Cashflow*Growth

U

0.009

0.008

4.20

2.20

0.028

 

M

0.009

0.009

−1.60

−0.68

0.497

Cashflow*Fixed

U

0.015

0.016

−3.80

−1.94

0.052

 

M

0.015

0.015

−2.60

−1.22

0.221

Cashflow*Inv

U

0.006

0.005

6.30

3.26

0.001

 

M

0.006

0.006

−0.40

−0.18

0.861

Cashflow*REC

U

0.006

0.004

15.30

8.20

0.000

 

M

0.006

0.006

−1.60

−0.70

0.486

Cashflow*Cashflow

U

0.007

0.006

3.60

1.90

0.057

 

M

0.007

0.007

−2.00

−0.85

0.393

Cashflow*ROA

U

0.004

0.003

5.20

2.74

0.006

 

M

0.004

0.004

−0.80

−0.35

0.724

Cashflow*Size

U

1.223

0.156

4.90

2.55

0.011

 

M

1.222

0.245

−1.70

−0.74

0.460

Cashflow*Lev

U

0.021

0.021

2.60

1.35

0.177

 

M

0.021

0.021

−0.60

−0.28

0.777

Cashflow*ATO

U

0.041

0.036

7.10

3.78

0.000

 

M

0.040

0.041

−0.80

−0.38

0.705

ROA*Growth

U

0.012

0.010

6.40

3.43

0.001

 

M

0.012

0.012

−2.20

−0.89

0.372

ROA*Fixed

U

0.010

0.010

−0.90

−0.47

0.638

 

M

0.010

0.011

−2.60

−1.19

0.234

ROA*Inv

U

0.006

0.005

5.00

2.59

0.009

 

M

0.006

0.006

−0.80

−0.34

0.736

ROA*REC

U

0.006

0.005

11.6

6.23

0.000

 

M

0.006

0.006

−2.00

−0.85

0.397

ROA*Cashflow

U

0.004

0.003

5.20

2.74

0.006

 

M

0.004

0.004

−0.80

−0.35

0.724

ROA*ROA

U

0.005

0.004

6.50

3.40

0.001

 

M

0.005

0.005

−0.70

−0.30

0.763

ROA*Size

U

1.025

0.956

5.90

3.10

0.002

 

M

1.038

0.055

−1.50

−0.65

0.516

ROA*Lev

U

0.016

0.014

6.90

3.64

0.000

 

M

0.016

0.016

−1.20

−0.53

0.599

ROA*ATO

U

0.036

0.032

8.80

4.64

0.000

 

M

0.036

0.036

0.10

0.03

0.976

Size*Growth

U

3.570

0.323

3.60

1.87

0.061

 

M

3.578

0.761

−2.70

−1.16

0.246

Size*Fixed

U

5.256

0.748

−13.4

−6.88

0.000

 

M

5.268

0.290

−0.60

−0.28

0.782

Size*Inv

U

2.935

0.029

−4.30

−2.23

0.026

 

M

2.932

0.926

0.30

0.12

0.906

Size*REC

U

2.906

0.573

15.90

8.31

0.000

 

M

2.867

0.879

−0.60

−0.27

0.786

Size*Cashflow

U

1.223

0.156

4.90

2.55

0.011

 

M

1.222

0.245

−1.70

−0.74

0.460

Size*ROA

U

1.025

0.956

5.90

3.10

0.002

 

M

1.038

0.055

−1.50

−0.65

0.516

Size*Size

U

501.585

0.450

−15.2

−7.75

0.000

 

M

501.835

0.410

0.70

0.34

0.731

Size*Lev

U

9.464

0.815

−7.60

−3.94

0.000

 

M

9.449

0.401

1.00

0.47

0.638

Size*ATO

U

15.318

0.758

6.30

3.28

0.001

 

M

15.124

0.014

1.20

0.58

0.560

Lev*Growth

U

0.068

0.064

2.30

1.17

0.242

 

M

0.068

0.071

−2.40

−1.05

0.294

Lev*Fixed

U

0.101

0.113

−12.80

−6.51

0.000

 

M

0.101

0.101

0.60

0.28

0.783

Lev*Inv

U

0.058

0.061

−5.60

−2.88

0.004

 

M

0.058

0.057

0.50

0.25

0.801

Lev*REC

U

0.057

0.050

12.50

6.56

0.000

 

M

0.056

0.056

0.10

0.06

0.953

Lev*Cashflow

U

0.021

0.021

2.60

1.35

0.177

 

M

0.021

0.021

−0.60

−0.28

0.777

Lev*ROA

U

0.016

0.014

6.90

3.64

0.000

 

M

0.016

0.016

−1.20

-0.53

0.599

Lev*Size

U

9.464

0.815

−7.60

−3.94

0.000

 

M

9.449

0.401

1.00

0.47

0.638

Lev*Lev

U

0.209

0.222

−7.90

−4.09

0.000

 

M

0.208

0.207

0.90

0.42

0.676

Lev*ATO

U

0.296

0.291

1.90

0.99

0.323

 

M

0.290

0.286

1.80

0.87

0.382

ATO*Growth

U

0.126

0.111

5.80

3.05

0.002

 

M

0.124

0.128

−1.40

−0.60

0.548

ATO*Fixed

U

0.154

0.163

−6.90

−3.49

0.000

 

M

0.154

0.153

0.20

0.09

0.929

ATO*Inv

U

0.097

0.097

0.20

0.09

0.930

 

M

0.095

0.094

1.50

0.72

0.474

ATO*REC

U

0.096

0.077

20.2

11.07

0.000

 

M

0.092

0.092

−0.40

−0.20

0.843

ATO*Cashflow

U

0.041

0.036

7.10

3.78

0.000

 

M

0.040

0.041

−0.80

−0.38

0.705

ATO*ROA

U

0.036

0.032

8.80

4.64

0.000

 

M

0.036

0.036

0.10

0.03

0.976

ATO*Size

U

15.318

0.758

6.30

3.28

0.001

 

M

15.124

0.014

1.20

0.58

0.560

ATO*Lev

U

0.296

0.291

1.90

0.99

0.323

 

M

0.290

0.286

1.80

0.87

0.382

ATO*ATO

U

0.620

0.580

4.80

2.53

0.011

 

M

0.595

0.580

1.80

0.88

0.376

Growth*Growth*Growth

U

0.100

0.115

−2.40

−1.21

0.226

 

M

0.101

0.131

−5.10

−2.15

0.031

Fixed*Fixed*Fixed

U

0.032

0.040

−13.10

−6.71

0.000

 

M

0.032

0.033

−1.70

−0.82

0.413

Inv*Inv*Inv

U

0.007

0.008

−3.50

−1.85

0.064

 

M

0.007

0.007

−0.20

−0.09

0.926

REC*REC*REC

U

0.006

0.006

5.90

3.09

0.002

 

M

0.006

0.006

−2.40

−1.09

0.275

Cashflow*Cashflow*Cashflow

U

0.001

0.001

3.40

1.80

0.073

 

M

0.001

0.001

−2.20

−0.94

0.349

ROA*ROA*ROA

U

0.000

0.000

1.60

0.86

0.390

 

M

0.000

0.000

−0.10

−0.04

0.968

Size*Size*Size

U

11281

11597

−15.7

−7.96

0.000

 

M

11290

11276

0.70

0.34

0.733

Lev*Lev*Lev

U

0.116

0.128

−9.40

−4.81

0.000

 

M

0.116

0.115

0.70

0.33

0.745

ATO*ATO*ATO

U

0.729

0.680

2.90

1.51

0.132

 

M

0.672

0.634

2.20

1.10

0.269