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Table 2 Linear regression analyses assessing potential baseline and step-data predictors of waist circumference change

From: Participant characteristics associated with greater reductions in waist circumference during a four-month, pedometer-based, workplace health program

Group

Predictor Variable

n

Crude WC change

Univariate

Multivariable Approach 1a

Multivariable Approach 2b

    

WC change (cm)

P-value

WC change (cm)

P-value

WC change (cm)

P-value

 

DEMOGRAPHICS

        

1

Age (year)

539

-

-0.02

0.5

-0.02

0.5

-0.02

0.5

 

Sex

        
 

   Female

305

-1.78

reference

reference

reference

 

   Male

234

-1.33

0.45

0.4

0.48

0.4

0.48

0.4

2

Socio Economic Status (by SEIFA %)

      
 

   Most Advantaged

189

-1.46

reference

reference

reference

 

   Advantaged

224

-1.50

-0.04

0.9

-0.16

0.7

-0.16

0.7

 

   Disadvantaged

92

-1.83

-0.37

0.8

-0.49

0.6

-0.49

0.6

 

   Most Disadvantaged

33

-2.68

-1.21

0.5

-1.07

0.4

-1.07

0.4

 

Tertiary Education

        
 

   Not completed

115

-0.04

reference

reference

reference

 

   Completed

423

-2.04

-2.00

0.046

-2.13

0.016

-2.13

0.016

 

Occupation

        
 

   Professional

221

-1.61

reference

reference

reference

 

   Associate professional

97

-2.41

-0.80

0.09

-1.05

0.09

-1.05

0.09

 

   Manager

96

-1.71

-0.10

0.9

0.07

0.9

0.07

0.9

 

   Clerical or Service

76

-1.10

0.51

0.7

0.15

0.9

0.15

0.9

 

Marital Status

        
 

   Married/de facto

366

-1.38

reference

reference

reference

 

   Widowed/separated/divorced

46

-3.21

-1.84

0.07

-1.62

0.2

-1.62

0.2

 

   Never married

120

-1.85

-0.47

0.7

-0.46

0.6

-0.46

0.6

 

BASELINE MEASURES

        

3

   Prior GCC® Participationc

532

-1.62

0.08

0.9

0.09

0.8

0.09

0.8

 

Reasons for Participation c

        
 

Health

531

-1.94

-0.93

0.09

-0.71

0.3

-0.71

0.3

 

To look my best

531

-1.82

-0.45

0.1

-0.27

0.3

-0.27

0.3

 

Fitness

531

-1.75

-0.36

0.2

-0.09

0.7

-0.09

0.7

 

Colleagues

531

-1.72

-0.20

0.6

-0.24

0.7

-0.24

0.7

 

Friends or family

531

-2.14

-0.52

0.6

-0.92

0.4

-0.92

0.4

 

Behavioural Measures

        

4

Fruit Intake

        
 

   Not meeting guidelines

364

-1.21

reference

    
 

   Meeting guidelines

168

-2.58

-1.37

0.06

-1.04

0.09

-1.01

0.1

 

Vegetable Intake

        
 

   Not meeting guidelines

455

-1.49

reference

    
 

   Meeting guidelines

77

-2.56

-1.08

0.06

-0.38

0.6

-0.51

0.5

 

Takeaway Dinner

        
 

   Once or less per month

246

-1.68

reference

    
 

   About once a week

214

-1.63

0.05

0.9

-0.70

0.2

-0.62

0.3

 

   More than once a week

72

-1.56

0.12

0.9

-0.67

0.6

-0.61

0.6

 

Alcohol

        
 

   Not meeting guidelines

307

-1.42

reference

    
 

   Meeting guidelines

225

-1.95

-0.54

0.2

-0.58

0.035

-0.65

0.016

 

Tobacco

        
 

   Smoker

50

-1.00

reference

    
 

   Non-smoker

482

-1.71

-0.71

0.4

0.13

0.9

0.32

0.7

 

Physical Activity

        
 

   Not meeting guidelines

322

-1.49

reference

    
 

   Meeting guidelines

209

-1.87

-0.38

0.5

0.00

1.0

-0.10

0.9

 

Sitting Time (per hour per day)

        
 

   Weekday

530

-

0.19

0.015

0.09

0.048

0.10

0.06

 

   Weekend

529

-

0.12

0.026

0.28

0.018

0.28

0.025

 

Psychosocial Measures

        

5

   Physical Functioning (SF12)

523

-

-0.06

0.09

-0.05

0.08

-0.05

0.2

 

   Mental Functioning (SF12)

523

-

0.00

0.9

-0.02

0.6

-0.01

0.5

 

Anthropometric Measures d

      

6

Blood Pressure (mmHg)

        
 

   Systolic

517

-

-0.01

0.5

0.00

1.0

0.00

0.9

 

   Diastolic

517

-

0.03

0.2

-0.03

0.6

-0.03

0.5

 

   Not meeting guidelines

90

-1.72

reference

    
 

   Meeting guidelines

427

-1.51

0.20

0.6

    
 

Heart rate (Mean, SD)

517

-

-0.03

0.3

-0.02

0.5

-0.04

0.2

 

Weight (Mean, SD)e

537

-

-0.02

0.4

    
 

Body Mass Index

        
 

   Body Mass Index

222

-

-0.07

0.08

-0.08

0.08

-0.08

0.08

 

   Not meeting guidelines

315

-1.68

reference

    
 

   Meeting guidelines

222

-1.51

0.17

0.8

    
 

Waist circumferencef

        
 

   Waist circumference

539

-

-0.12

0.001

    
 

   Not meeting guidelines

288

-2.86

reference

    
 

   Meeting guidelines

251

-0.12

2.74

0.001

    
 

Biomedical Measures (fasting) d

      

7

Total Cholesterol

        
 

   Total Cholesterol

535

-

0.20

0.4

0.49

0.034

0.38

0.029

 

   Not meeting guidelines

150

-1.66

reference

    
 

   Meeting guidelines

385

-1.63

0.03

1.0

    
 

Glucose

        
 

   Glucose

535

-

0.12

0.3

0.06

0.2

0.02

0.09

 

   Not meeting guidelines

20

0.05

reference

    
 

   Meeting guidelines

535

1.49

4.23

0.3

    
 

Triglycerides

        
 

   Triglycerides

535

-

0.83

0.7

0.49

0.1

0.99

1.0

 

   Not meeting guidelines

109

0.10

reference

    
 

   Meeting guidelines

426

2.43

2.33

0.1

    
 

Predicted risk scores d

        

8

   Cardiovascular disease risk (next 10 years)

        
 

   CVD risk (continuous)

504

-

-0.03

0.6

-0.08

0.2

-0.11

0.4

 

   Low-risk

452

-1.61

reference

    
 

   Intermediate-risk

45

-1.76

-0.14

0.9

    
 

   High-risk

7

-2.91

-1.30

0.056

    
 

   Diabetes risk (next 5 years)f

        
 

   Diabetes risk (continuous)

529

-

-0.09

0.09

    
 

   Low-risk

202

-1.26

reference

    
 

   Intermediate-risk

276

-1.55

-0.28

0.6

    
 

   High-risk

51

-3.45

-2.19

0.004

    
 

WORKPLACE CHARACTERISTICS g

      

9

   Public ownership (vs. private)

539

-2.00

-0.67

0.4

-0.57

0.2

-0.37

0.5

 

   Outer city location (vs. inner city)

539

-2.22

-0.37

0.7

0.16

0.8

0.06

1.0

 

PROCESS MEASURES

        
 

Step data d

        

10

   Step average per day (per 10,000 steps)

538

-

-0.20

0.7

-0.25

0.8

0.12

0.9

 

   <10,000 steps average (per day)

179

-1.48

reference

     
 

   Meeting ≥10,000 steps average (per day)

359

-1.65

-0.17

0.7

    
  1. a Associated risk-factor subgroups adjusted only for baseline demographic confounders
  2. b Associated risk-factor subgroups adjusted for all potential predictors within the analysis step and above
  3. c The reference group for this binary variable is 'no'. The reference group data is not shown.
  4. d Continuous variables chosen over categorical variables
  5. e Excluded due to the inclusion of body mass index (BMI)
  6. f Excluded from model as baseline WC was not considered as a predictor.
  7. g The reference group for this binary variable is shown in brackets. The reference group data is not shown.