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The Official Journal of the Pan-Pacific Association of Input-Output Studies (PAPAIOS)

Table 4 Robustness check

From: The legacy of the reformasi: the role of local government spending on industrial development in a decentralized Indonesia

Variables

OLS

FE-OLS

Difference-GMM

System-GMM

(1)

(2)

(3)

(4)

(5)

(6)

(7)

(8)

MAN(t−1)

0.965*** (0.014)

0.969*** (0.014)

0.888*** (0.025)

0.889*** (0.025)

0.871*** (0.085)

0.845*** (0.094)

0.956*** (0.023)

0.961*** (0.023)

LCAP

0.042* (0.024)

0.038 (0.030)

0.020 (0.033)

− 0.010 (0.042)

0.123* (0.061)

0.096* (0.052)

0.066** (0.029)

0.057 (0.039)

FDIIND

0.082*** (0.027)

 

0.103** (0.040)

 

0.090* (0.053)

 

0.103*** (0.039)

 

DDIIND

 

0.076* (0.040)

 

0.031 (0.047)

 

− 0.032 (0.044)

 

0.041 (0.030)

LCAP * FDIIND

0.007 (0.008)

 

− 0.021 (0.014)

 

− 0.001 (0.007)

 

0.003 (0.006)

 

LCAP * DDIIND

 

0.007 (0.007)

 

− 0.013 (0.011)

 

0.006 (0.006)

 

0.006 (0.008)

CONS

− 0.597 (0.469)

− 0.419 (0.465)

2.107*** (0.605)

2.086*** (0.609)

  

− 0.654 (0.721)

− 0.554 (0.764)

Control Var.

Yes

Yes

Yes

Yes

Yes

Yes

Yes

Yes

Province FE

No

No

Yes

Yes

Yes

Yes

Yes

Yes

Year FE

No

No

Yes

Yes

Yes

Yes

Yes

Yes

Observations

544

544

544

544

544

544

544

544

Provinces

34

34

34

34

34

34

34

34

Adj. R2

0.985

0.985

0.824

0.823

    

F-stat.

4809***

4134***

2464***

1599***

    

Instruments

    

29

29

29

29

AR-1

    

0.013

0.013

0.020

0.018

AR-2

    

0.232

0.321

0.254

0.390

Hansen (p-value)

    

0.716

0.764

0.341

0.358

  1. Source: author
  2. AR-1 and AR-2 denotes Arellano–Bond test with p-values results are reported. They are the necessary diagnostics for dynamic panel data estimation, i.e., GMM
  3. Hansen J-test calculates overidentifying restrictions that occurs due to increasing number of instruments. P-value is reported
  4. Robust standard error in parentheses, *p < 0.1, **p < 0.05, ***p < 0.01