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Table 4 Results of mixed multinominal logistic regression

From: Modelling travelers’ appraisal of ridepooling service characteristics with a discrete choice experiment

 

Full model

Doctors’ appointment

Shopping trip

coefficient

SE

z-value

p

coefficient

SE

z-value

p

coefficient

SE

z-value

p

B:intercept

12.33443

0.2026

60.887

<.001**

10.1899

0.3332

30.581

<.001**

11.9405

0.2911

41.019

<.001**

C:intercept

13.16533

0.2389

55.097

<.001**

10.8413

0.3889

27.872

<.001**

12.7269

0.3445

36.945

<.001**

Fare

−0.02785

0.0006

− 48.201

<.001**

− 0.0189

0.0009

−20.754

<.001**

−0.0282

0.0008

−33.294

<.001**

Walking distance

−0.00369

0.0001

−33.189

<.001**

−0.0031

0.0002

−17.492

<.001**

−0.00255

0.0001

−17.089

<.001**

Time of booking

−0.01775

0.0018

−9.6752

<.001**

−0.0089

0.0030

−2.963

0.003

− 0.01687

0.0026

−6.4812

<.001**

Shift of departure

−0.10704

0.0026

−40.559

<.001**

−0.1048

0.0045

−23.529

<.001**

−0.09778

0.0038

−26.007

<.001**

Travel time

−0.09282

0.0029

−32.300

<.001**

−0.0911

0.0049

−18.521

<.001**

−0.08053

0.0039

−20.512

<.001**

Information

0.629217

0.0243

25.882

<.001**

0.40392

0.0406

9.959

<.001**

0.56814

0.0356

15.980

<.001**

sd.Fare

0.004953

0.0001

38.034

<.001**

−0.0076

0.0003

−24.437

<.001**

−0.02042

0.0006

−36.477

<.001**

sd.Walking distance

−0.01187

0.0003

−36.499

<.001**

−0.0032

0.0002

−14.838

<.001**

− 0.00375

0.0001

−20.943

<.001**

sd.Time of booking

0.00624

0.0028

0.2202

<.001**

−0.0156

0.0039

−3.904

<.001**

−0.02071

0.0031

−6.5998

<.001**

sd.shift of departure

−00.01857

0.0033

−5.6015

.8257

−0.0699

0.0052

−13.544

<.001**

−0.04430

0.0039

−11.481

<.001**

sd.Travel time

−0.02192

0.0024

−8.9778

<.001**

−0.0393

0.0036

−10.872

<.001**

−0.00178

0.0032

−0.5471

0.5843

sd.Information

0.024754

0.0304

0.8118

<.001**

−0.3889

0.0315

−12.332

<.001**

−0.34454

0.0026

−13.051

<.001**

Log-likelihood

−7257.9

− 2951.2

− 3770.9

McFadden R2

0.29916

0.37792

0.32788

Likelihood ratio test (X2)

6196.1

3585.8

3679.2

AIC

14,543.72

5930.47

7569.83

  1. Notes. ß = coefficient, SE = standard error coefficient p = p-value, ** = p < .001