Table 3 Impact of Regional Digital Transformation on Employment Quality.

From: Mechanism analysis of the impact of regional digital transformation on the employment quality in the perspective of labor force structure

 

Variant

M(1)

M(2)

M(3)

M(4)

M(5)

GMM

GMM

GMM

OLS

OLS

Interpreted variable lagged one period term

L.Qualy

0.827***

(0.101)

0.834***

(0.039)

0.269***

(0.082)

  

Core explanatory variables

Dig

0.153**

(0.056)

−1.112*

(0.660)

−0.806**

(0.349)

−0.253*

(0.202)

−0.642***

(0.199)

Dig^2

 

2.539*

(1.487)

1.644***

(0.792)

0.786***

(0.276)

0.967***

(0.256)

Control Variables

Intensity

  

−0.202

(0.479)

0.082

(0.220)

0.565***

(0.209)

Stock

  

0.568**

(0.470)

0.444***

(0.106)

0.090

(0.108)

Rd

  

−16.409

(88.982)

57.424**

(25.998)

55.194**

(23.974)

Govern

  

−1.105*

(1.135)

−1.303***

(0.253)

−0.556**

(0.265)

Income

  

−0.649*

(0.737)

−0.312**

(0.127)

0.330**

(0.152)

Economy

  

0.772***

(0.412)

0.826***

(0.120)

0.287**

(0.140)

 

cons

0.057***

(0.025)

−0.020*

(0.056)

0.368***

(0.202)

0.304***

(0.046)

0.201***

(0.048)

 

Control

No

No

Yes

Yes

Yes

 

Year&Region

Yes

Yes

Yes

No

Yes

Test p − value

Qualyit−1

0.000

0.000

0.000

  

AR(1)

0.019

0.000

0.002

  

AR(2)

0.370

0.190

0.480

  

Hansen test

0.325

0.343

0.576

  

Sargan test

0.000

0.000

0.002

  
  1. Note: se values in parentheses, *, **, and *** indicate significance at the 10%, 5%, and 1% levels, respectively.