Table 3 Factor analysis of transportation physical activity

Provision shop

1 (Constrained)

Wet market

1.24

0.74

1.75

<0.001

Supermarket

1.67

1.05

2.30

<0.001

Hardware store

0.58

0.34

0.82

<0.001

Laundry/dry cleaners

0.13

0.05

0.21

0.002

Clothing shops

0.39

0.18

0.59

<0.001

Hairdresser/barber shop

0.52

0.24

0.79

<0.001

Hawker center

1.76

1.10

2.43

<0.001

Coffee shop

1.73

1.06

2.39

<0.001

Fast food restaurant

0.70

0.40

1.01

<0.001

Non-fast food restaurant

0.89

0.54

1.24

<0.001

Bank/Automated Teller Machines (ATM)

1.40

0.88

1.92

<0.001

Post office

0.83

0.50

1.16

<0.001

Library

1.00

0.62

1.39

<0.001

Religious institutions

0.88

0.50

1.26

<0.001

Elementary school

0.80

0.46

1.13

<0.001

Other schools

0.24

0.10

0.38

<0.001

Book store

0.27

0.13

0.40

<0.001

Video store

0.12

0.04

0.20

<0.001

Movie theatre

0.18

0.09

0.26

<0.001

Medicinal shops

0.14

−0.09

0.37

0.239

Clinics/dentals

0.39

0.20

0.58

<0.001

Nearest bus stop

1.42

0.87

1.97

<0.001

Nearest Mass Rapid Transport (MRT) station

1.58

1.00

2.16

<0.001

Recreational park

0.73

0.31

1.16

<0.001

Community club/Residents’ Committee

0.76

0.38

1.14

<0.001

Swimming pools

0.36

0.18

0.55

<0.001

Gym or fitness facility

0.64

0.28

1.00

<0.001

Singapore pools

0.25

0.05

0.45

0.016

Senior activity center/club

−0.32

−0.73

0.08

0.116