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Table 21 Long-term Innovation Effect on the Patents

From: Stock liquidity, financial constraints, and innovation in Chinese SMEs

 

INNOV_PAT

 

T + 1

T + 2

T + 3

T + 4

T + 5

CPQS

− 26.521***

− 32.044***

− 42.603***

− 50.408**

− 20.697

 

(8.754)

(10.176)

(12.008)

(20.552)

(18.156)

TSHARE

0.046

0.051

0.053

0.066

0.123**

 

(0.030)

(0.032)

(0.036)

(0.043)

(0.050)

SHRHFD5

18.441**

17.765

22.118*

23.652

20.192

 

(8.110)

(11.004)

(11.616)

(14.770)

(14.905)

TO

− 26.389*

− 13.872

− 14.732

-13.559

− 23.508

 

(15.114)

(12.964)

(13.753)

(18.610)

(24.343)

RET

10.429**

7.733*

13.038***

3.057

− 8.851**

 

(4.378)

(4.041)

(3.644)

(5.286)

(4.092)

FREE

0.050

0.048

0.031

− 0.018

− 0.032

 

(0.056)

(0.065)

(0.063)

(0.089)

(0.084)

VOL

1.028

0.629

− 0.792

− 1.865*

0.800

 

(0.804)

(0.771)

(0.612)

(0.958)

(0.935)

EARN

0.939

− 2.609

− 15.377

3.240

15.082

 

(5.082)

(7.026)

(25.841)

(31.808)

(48.701)

INTAN

-4.939

− 7.018**

− 13.983***

− 22.075***

− 20.794***

 

(3.172)

(3.560)

(4.612)

(4.536)

(5.274)

LEV

− 0.390

− 6.484

− 11.449**

− 12.020*

− 12.399*

 

(4.124)

(4.415)

(5.344)

(6.415)

(7.175)

ROE

5.856

14.920*

23.160

21.615

26.602

 

(5.028)

(8.081)

(18.408)

(20.080)

(23.859)

Q

− 0.690**

− 0.924**

− 1.202***

− 1.000***

− 0.484

 

(0.300)

(0.393)

(0.383)

(0.370)

(0.443)

BTM

9.261***

7.544**

7.236*

8.092

4.622

 

(2.679)

(3.408)

(3.822)

(5.973)

(7.647)

CAPITAL

13.633

16.231

18.244

17.079

23.194

 

(10.691)

(13.234)

(15.921)

(17.349)

(20.230)

SALES

0.002

0.005

0.025*

0.047*

0.045*

 

(0.008)

(0.010)

(0.015)

(0.024)

(0.025)

lnAGE

0.224

0.890

0.948

2.325

3.025

 

(2.061)

(2.434)

(2.929)

(3.509)

(3.703)

CONSTANT

− 3.459

− 5.003

5.486

0.009

− 17.658

 

(5.954)

(7.849)

(8.391)

(9.453)

(10.827)

Year dummies

Yes

Yes

Yes

Yes

Yes

Industry dummies

Yes

Yes

Yes

Yes

Yes

N

3950

3228

2535

1980

1505

Adj.R2

0.028

0.028

0.033

0.037

0.032

  1. This table presents the long-term relationship between stock liquidity and firm innovation proxied by the number of patents. We lag the dependent variable for one to five years, respectively. The estimation method is pooled OLS. The definition of all variables is provided in Appendix A. For brevity, year and industry dummies are suppressed, and only double-clustered adjustments are reported in parentheses. N is the number of firm-year observations. ***, ** and * denote statistical significance at the 1%, 5% and 10% levels, respectively