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Table 7 IV estimates, Western Germany, knowledge- and computer-intensive industries

From: Broadband internet availability and establishments’ employment growth in Germany: evidence from instrumental variables estimations

Log empl. growth rate

Knowledge-intensive industries

Computer-intensive industries

Second stage

DSL availability

0.454 (1.95)*

0.616 (3.12)***

0.269 (2.24)**

0.273 (3.38)***

Establishment controls

Yes

Yes

Yes

Yes

Municipality controls

Yes

Yes

Yes

Yes

Year FE

 

Yes

 

Yes

Industry FE (3-digit)

 

Yes

 

Yes

District FE

 

Yes

 

Yes

Observations

5868

5868

17,740

17,740

Adjusted R2

0.022

0.135

. a

0.045

First stage

Distance to MDF > 4.2 km

− 0.067 (− 2.65)***

− 0.054 (− 4.96)***

− 0.054 (− 4.74)***

− 0.059 (− 6.53)***

Adjusted R2

0.263

0.620

0.134

0.402

Robust F stat.

7.030

25.246

22.462

42.929

Prob > F

0.008

0.000

0.000

0.000

Test of endogeneity p-value

0.174

0.038

0.012

0.013

  1. aNot reported because model sum of squares is negative. All estimations weighted by full-time employment. Constant omitted from output. Standard errors clustered at the municipality level
  2. Wooldridge (1995) robust score test of regressor endogeneity (H0 = exogenous). Data sources: Broadband Atlas Germany, Deutsche Telekom, BHP 7510
  3. t statistics in parentheses. * p < 0.10, ** p < 0.05, *** p < 0.01