Ordered probit regression

Number of observations

=

161

LR chi² (14)

=

95.79

Prob > chi²

=

0

Log likelihood = −190.52611

Pseudo R²

=

0.2009

Likelihood to use shared bikes for commuting

Coef.

Std. Err.

z

P > z

[95% Confid. Interval]

Origin destination distance (mi)

0.512

0.525

0.970

0.330

−0.517

1.542

Check-in station to destination distance (100 ft)

0.063

0.036

1.780

0.075

−0.006

0.133

Bus line (yes/no)

−1.549

0.215

−7.200

0.000

−1.971

−1.127

Income level

Between $20,000 to $60,000

0.232

0.259

0.900

0.370

−0.276

0.741

More than $60,000

0.791

0.280

2.820

0.005

0.241

1.340

Prefer not to say

0.451

0.355

1.270

0.203

−0.244

1.147

Transportation model to UNLV

Car

0.733

0.414

1.770

0.077

−0.078

1.544

Bus

−0.181

0.649

−0.280

0.781

−1.454

1.092

Their own bicycle

0.615

0.501

1.230

0.220

−0.367

1.598

Arrival time to UNLV

Before 8 am

0.383

0.216

1.770

0.076

−0.041

0.807

Between 8 am to 12 pm

−0.424

0.336

−1.260

0.207

−1.083

0.234

Education level

High school, college, or associate’s degree

0.701

0.330

2.120

0.034

0.053

1.348

Bachelor’s degree

0.651

0.278

2.340

0.019

0.105

1.196

Graduate degree and others

0.041

0.258

0.160

0.873

−0.464

0.546

/cut1

−0.347

0.483

−1.293

0.600

/cut2

0.929

0.492

−0.035

1.893

/cut3

1.260

0.496

0.288

2.231

/cut4

1.745

0.500

0.764

2.725