Construct and scale items*

Factor Loadings**

T-Value

Mean

S.D

Skewness

Kurtosis

Attitude (ATT) (Ã & Hsu [35] )

All things considered, I think using shared-bike would be enjoyable

0.846

25.501

5.46

1.111

−0.574

0.496

All things considered, I think using shared-bike would be fun

0.758

28.552

5.39

1.060

−0.021

−0.772

All things considered, I think using shared-bike would be pleasant

0.856

45.052

5.77

.859

−0.978

1.474

All things considered, I think using shared-bike would be favorable

0.936

129.359

5.46

1.150

−0.662

0.604

Subjective Norm (SN) (Ã & Hsu [35] )

Most people I know would choose bike-sharing as a travel mode

0.89

63.586

4.78

1.823

−0.696

−0.450

People who are important to me would think I should use bike-sharing

0.934

118.972

4.74

1.478

−0.595

.099

People who are important to me would approve of my shared-bike using

0.916

78.111

4.74

1.717

−0.868

.020

Perceived Behavioral Control (PBC) (Ã & Hsu [35] )

If I want, I would easily use bike-sharing

0.943

138.844

4.64

1.738

−0.694

−0.312

If I want, I will be able to use bike-sharing

0.95

146.103

4.53

1.701

−0.631

−0.335

If I want, I will have control to use bike-sharing

0.885

41.622

4.65

1.714

−0.627

−0.165

Religiosity (RS) (Kashif, Zarkada, Thurasamy, & Kashif [57] , Stephenson et al. [51] )

I regularly pray five times a day

0.911

58.754

4.36

1.815

−0.290

−0.824

I am sure that God (or a higher power) is active in my life

0.857

41.015

5.80

1.288

−0.423

−1.555

It is important for me to spend more time on religious activities

0.957

63.751

4.98

1.919

−0.890

−0.294

I live my life according to my religious beliefs

0.962

77.177

5.24

1.809

−0.876

−0.182

My religious leader(s) would favor bike-sharing for me

0.927

59.085

5.14

1.739

−0.508

−1.029

Behavioral Intention (BI) (Shin, Im, Jung, & Severt [56] )

I am planning to use bike-sharing when it will be available in the future

0.961

216.724

5.00

1.837

−0.892

−0.003

I intend to use bike-sharing as a travel mode in the future

0.905

31.689

4.84

1.935

−0.750

−0.399

I will expend effort on choosing bike-sharing in the future

0.936

80.982

5.07

1.714

−1.005

.326