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Table 4 Average marginal effects of innovation output on financial performance under different levels of financial constraints

From: Could more innovation output bring better financial performance? The role of financial constraints

Group

n

IFC

MFC

AME

Std Err

z

p > z

95% Conf. Interval

1

85,882

Low

–

0.333

0.004

82.440

0.000

0.325

0.341

2

57,093

High

–

0.186

0.004

47.920

0.000

0.179

0.194

3

72,698

–

Low

0.307

0.005

66.850

0.000

0.298

0.316

4

70,277

–

High

0.258

0.004

66.900

0.000

0.250

0.265

5

47,677

Low

Low

0.348

0.006

58.280

0.000

0.336

0.360

6

38,205

Low

High

0.302

0.006

54.440

0.000

0.291

0.313

7

25,021

High

Low

0.193

0.006

32.800

0.000

0.181

0.204

8

32,072

High

High

0.167

0.005

32.550

0.000

0.157

0.177

  1. AME = Average Marginal Effect; IFC = Individual financial constraints; MFC = Market-based Financial Constraints