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Table 3 Direct relationships (All hypotheses except H9, H8)

From: Drivers of business model innovation in micro and small enterprises: evidence from Egypt as an emerging economy

 

Hypotheses

 

Original sample (O)

Sample mean (M)

Standard deviation (STDEV)

T statistics (|O/STDEV|)

P values

Accept/reject

H1

H1a

BMI—> financial performance

 − 0.039

 − 0.040

0.053

0.730

0.466

Reject

H1b

BMI—> non-fin performance

0.222

0.220

0.057

3.864

0.000

Accept

H2

H2a

business ties—> financial performance

0.010

0.010

0.050

0.208

0.835

Reject

H2b

business ties—> non-fin performance

 − 0.036

 − 0.036

0.050

0.733

0.463

Reject

H2c

PTIES—> financial performance

0.096

0.097

0.048

1.995

0.046

Accept

H2d

PTIES—> non-fin performance

0.219

0.221

0.048

4.536

0.000

Accept

H3

H3b

PTIES—> BMI

0.034

0.035

0.041

0.831

0.406

Reject

H3a

business ties—> BMI

0.242

0.242

0.047

5.096

0.000

Accept

H4

H4

PEU—> BMI

0.149

0.149

0.042

3.513

0.000

Accept

H5

H5a

PEU—> Proactive

0.274

0.277

0.047

5.854

0.000

Accept

H5b

PEU- > Reactive

0.139

0.141

0.049

2.817

0.005

Accept

H6

H6a

proactive—> BMI

0.215

0.216

0.051

4.240

0.000

Accept

H6b

reactive—> BMI

0.317

0.317

0.046

6.892

0.000

Accept

H7

H7a

proactive—> non-fin performance

0.230

0.233

0.059

3.916

0.000

Accept

H7b

proactive—> financial performance

0.024

0.025

0.052

0.463

0.643

Reject

H7c

reactive—> non-fin performance

0.076

0.077

0.054

1.408

0.159

Reject

H7d

reactive—> financial performance

0.048

0.048

0.051

0.940

0.347

Reject