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Table 4 Linear regression assessing baselinea variables associated with waist circumference change in participants not meeting WC guidelines

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)

288

-

0.03

0.4

0.03

0.4

0.03

0.4

 

Sex

        
 

   Female

185

-2.94

reference

reference

reference

 

   Male

103

-2.73

0.21

0.6

0.16

0.7

0.16

0.7

2

Socio Economic Status (by SEIFA %)

       
 

   Most Advantaged

95

-2.84

reference

reference

reference

 

   Advantaged

122

-2.61

0.23

0.8

0.32

0.6

0.32

0.6

 

   Disadvantaged

52

-2.82

0.02

1.0

0.31

0.9

0.31

0.9

 

   Most Disadvantaged

18

-5.78

-2.94

0.1

-2.11

0.3

-2.11

0.3

 

Tertiary Education

        
 

   Not completed

69

-1.08

reference

reference

reference

 

   Completed

219

-3.43

-2.35

0.018

-2.35

0.017

-2.35

0.017

 

Occupation

        
 

   Professional

105

-2.34

reference

reference

reference

 

   Associate professional

53

-4.13

-1.79

0.06

-1.89

0.1

-1.89

0.1

 

   Manager

55

-3.52

-1.18

0.08

-1.00

0.2

-1.00

0.2

 

   Clerical or Service

48

-2.84

-0.50

0.7

-1.06

0.4

-1.06

0.4

 

Marital Status

        
 

   Married/de facto

200

-2.45

reference

reference

reference

 

   Widowed/separated/divorced

26

-4.82

-2.37

0.2

-2.42

0.2

-2.42

0.2

 

   Never married

60

-3.48

-1.02

0.3

-0.36

0.6

-0.36

0.6

 

BASELINE MEASURES

        

3

   Prior GCC® Participationc

286

-2.86

0.08

0.8

-0.04

0.9

-0.04

0.9

 

Reasons for Participation c

        
 

Health

286

-2.82

0.27

0.8

0.14

0.9

0.14

0.9

 

To look my best

286

-2.80

0.32

0.5

0.32

0.6

0.32

0.6

 

Fitness

286

-2.75

0.49

0.4

0.07

0.9

0.07

0.9

 

Colleagues

286

-3.24

-0.81

0.053

-0.72

0.3

-0.72

0.3

 

Friends or family

286

-4.01

-1.15

0.2

-1.10

0.3

-1.10

0.3

 

Behavioural Measures

        

4

Fruit Intake

        
 

   Not meeting guidelines

188

-2.42

reference

    
 

   Meeting guidelines

98

-3.77

-1.34

0.027

-0.96

0.3

-0.96

0.3

 

Vegetable Intake

        
 

   Not meeting guidelines

244

-2.77

reference

    
 

   Meeting guidelines

42

-3.52

-0.75

0.4

0.40

0.8

0.32

0.8

 

Takeaway Dinner

        
 

   Once or less per month

132

-0.55

reference

    
 

   About once a week

117

-1.34

-0.79

0.2

-0.63

0.2

-0.52

0.2

 

   More than once a week

37

-3.11

-2.55

0.7

-0.85

0.7

-0.73

0.7

 

Alcohol

        
 

   Not meeting guidelines

159

-2.95

reference

    
 

   Meeting guidelines

127

-2.80

0.15

0.8

-0.28

0.6

-0.28

0.6

 

Tobacco

        
 

   Smoker

32

-1.30

reference

    
 

   Non-smoker

254

-3.03

-1.73

0.2

0.38

0.7

0.49

0.6

 

Physical Activity

        
 

   Not meeting guidelines

178

-2.45

reference

    
 

   Meeting guidelines

108

-3.60

-1.15

0.2

-0.92

0.3

-0.94

0.3

 

Sitting Time (per hour per day)

        
 

   Weekday

286

-

0.15

0.2

0.11

0.4

0.12

0.4

 

   Weekend

282

-

0.26

0.2

0.23

0.3

0.23

0.3

 

Psychosocial Measures

        

5

Physical Functioning (SF12)

282

-

-0.11

0.049

-0.09

0.02

-0.07

0.2

 

Mental Functioning (SF12)

282

-

0.00

1.0

-0.03

0.3

-0.02

0.5

 

Anthropometric Measures d

      

6

Blood Pressure (mmHg)

        
 

   Systolic

273

-

0.02

0.4

0.00

1.0

0.00

0.9

 

   Diastolic

273

-

0.02

0.6

-0.01

0.8

-0.02

0.6

 

   Not meeting guidelines

56

-2.21

reference

    
 

   Meeting guidelines

217

-3.03

-0.82

0.3

    
 

Heart rate (Mean, SD)

288

-

-0.02

0.6

-0.02

0.7

-0.02

0.7

 

Weight (Mean, SD)e

288

-

0.02

0.5

    
 

Body Mass Index

        
 

   Body Mass Index

288

-

0.13

0.2

0.12

0.3

0.08

0.5

 

   Not meeting guidelines

238

-2.49

reference

    
 

   Meeting guidelines

50

-4.63

-2.14

0.1

    
 

Waist circumferencef

        
 

   Waist circumference

288

-

-0.05

0.2

    
 

   Not meeting guidelines

288

n/a

    
 

   Meeting guidelines

0

       
 

Biomedical Measures (fasting) d

      

7

Total Cholesterol

        
 

   Total Cholesterol

285

-

0.47

0.2

0.79

0.051

0.86

0.014

 

   Not meeting guidelines

89

-2.71

reference

    
 

   Meeting guidelines

196

-2.94

-0.23

0.7

    
 

Glucose

        
 

   Glucose

285

-

2.29

0.8

0.22

0.6

0.03

0.3

 

   Not meeting guidelines

18

0.06

reference

    
 

   Meeting guidelines

267

1.07

1.02

1.0

    
 

Triglycerides

        
 

   Triglycerides

285

-

1.31

0.6

0.47

0.2

0.45

0.2

 

   Not meeting guidelines

73

0.03

reference

    
 

   Meeting guidelines

212

1.96

1.93

0.4

    
 

Predicted risk scores d

        

8

Cardiovascular disease risk (next 10 years)

      
 

   CVD risk (continuous)

267

-

0.09

0.2

0.03

0.7

0.02

0.9

 

   Low-risk

227

-2.89

reference

    
 

   Intermediate-risk

33

-2.79

0.09

0.9

    
 

   High-risk

7

-2.91

-0.03

1.0

    
 

Diabetes risk (next 5 years)f

      
 

   Diabetes risk (continuous)

285

-

0.06

0.3

    
 

   Low-risk

67

-3.79

reference

    
 

   Intermediate-risk

173

-2.34

1.45

0.033

    
 

   High-risk

45

-3.55

0.24

0.6

    
 

WORKPLACE CHARACTERISTICS g

      

9

Public ownership (vs. private)

288

-2.66

0.36

0.6

0.09

0.9

0.06

0.9

 

Outer city location (vs. inner city)

288

-3.08

-0.68

0.4

-0.96

0.3

-1.34

0.2

 

PROCESS MEASURES

        
 

Step data d

       

10

Step average per day (per 10,000 steps)

288

-

-1.04

0.08

-1.40

0.07

-0.55

0.6

 

   <10,000 steps average (per day)

190

-2.13

reference

    
 

   Meeting ≥10,000 steps average (per day)

190

-3.24

-1.11

0.049

    
  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 Group 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.
  8. Note: For participants not meeting WC guidelines at baseline