VARIABLES

1

2

3

4

5

6

East

Middle

West

East

Middle

West

Innovation

L. DIF

0.0450***

0.0706**

−0.0497

(−0.015)

(−0.0124)

(−0.0389)

L. Breadth

0.0711***

0.0822**

−0.0528

(0.0163)

(−0.0246)

(−0.034)

Lev

0.0009**

0.0009

−0.0006

0.0007*

0.0008

−0.0006

(−0.0004)

(−0.0009)

(−0.0009)

(−0.0004)

(−0.0009)

(−0.0009)

Age

−0.1698***

−0.2465**

0.1689

−0.2226***

−0.2681***

0.1686

(−0.0548)

(−0.1058)

(−0.1621)

(−0.053)

(−0.1018)

(−0.1401)

Equity

−0.0626**

−0.0346

0.0065

−0.0617**

−0.0321

0.0039

(−0.0243)

(−0.0462)

(−0.042)

(−0.0243)

(−0.0457)

(−0.0418)

Financial

−0.0021*

−0.0017

0.0015

−0.0021*

−0.0017

0.0016

(−0.0012)

(−0.0025)

(−0.0026)

(−0.0012)

(−0.0025)

(−0.0026)

Size

−0.0111

0.0118

0.0157

−0.0128

0.0103

0.0168

(−0.0079)

(−0.0159)

(−0.0195)

(−0.0079)

(−0.0159)

(−0.0195)

Audit

0.0041

0.0321

−0.0207

0.0054

0.0313

−0.0196

(−0.0195)

(−0.0362)

(−0.0206)

(−0.0193)

(−0.0361)

(−0.0213)

Constant

0.7499***

0.217

−0.528

0.8152***

0.2616

−0.5311

(−0.1986)

(−0.4565)

(−0.4563)

(−0.1943)

(−0.4414)

(−0.4421)

Industry FE

Yes

Yes

Yes

Yes

Yes

Yes

Year FE

Yes

Yes

Yes

Yes

Yes

Yes

Observations

8094

2026

1438

8094

2026

1438

R-squared

0.019

0.009

0.007

0.021

0.012

0.008

Number of id

1574

400

283

1574

400

283