Ordered probit regression

Number of observations

=

178

LR chi² (6)

=

40.15

Prob > chi²

=

0.000

Log likelihood = −212.136

Pseudo R²

=

0.0865

Frequency of using bikes for commuting

Coef.

Std. Err.

z

P > z

[95% Conf. Interval]

Gender (male)

−0.437

0.169

−2.590

0.010

−0.767

−0.106

Have office in campus

0.523

0.254

2.060

0.039

0.026

1.020

Faculty member

−0.826

0.214

−3.860

0.000

−1.245

−0.407

Education level

High school, college and associate degree

0.390

0.320

1.220

0.223

−0.237

1.017

Bachelor degree

0.224

0.215

1.040

0.297

−0.198

0.647

Graduate and others

0.765

0.250

3.060

0.002

0.275

1.254

/cut1

−1.531

0.335

−2.188

−0.873

/cut2

−0.334

0.321

−0.964

0.296

/cut3

0.826

0.327

0.184

1.468