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Table 3 Predicted probability of epochs being imputed as sedentary while holding variables constant at their average

From: Imputing accelerometer nonwear time in children influences estimates of sedentary time and its associations with cardiometabolic risk

 

Imputed dataset I

Imputed dataset II

Variable

% probability

% probability

Age and sex

 10-y old boy

72.1

72.1

 10-y old girl

73.3

73.3

 11-y old boy

73.3

73.3

 11-y old girl

74.5

74.5

 12-y old boy

74.4

74.4

 12-y old girl

75.8

75.8

 13-y old boy

75.5

75.5

 13-y old girl

77.0

77.0

Race

 White

74.2

74.2

 Other

74.5

74.5

Family structure

 Dual parent

74.6

74.6

 Single parent

72.1

72.1

 No response

77.9

77.9

Family income

 ≤ $50,000

74.6

74.6

 $50,001 – $100,000

75.4

75.4

 ≥ $100,000

73.6

73.6

 No response

73.5

73.5

Parental education

 High school or less

74.6

74.6

 2-y college

74.8

74.8

 4-y college/university or higher

73.9

73.9

Chronic medical condition

 Yes

74.3

74.3

 No

74.2

74.2

Fast food consumption

 Rarely or never

74.4

74.4

 1 time/month

73.8

73.8

 ≥ 2 times/month

74.9

74.9

 Snacking frequency

(per SD increase vs. mean)

−0.25

− 0.52

 Maturity

(per SD increase vs. mean)

0.49

0.41

 Cardiometabolic risk Z-score

(per SD increase vs. mean)

0.89

0.83

 Internalizing symptoms Z-score

 (per SD increase vs. mean)

0.67

0.56

Season

 Spring

73.8

73.8

 Summer

74.4

74.4

 Fall

74.1

74.1

 Winter

74.8

74.8

Type and time of day

 School day, 00:00–09:29

73.7

73.7

 School day, 09:30–14:59

71.1

71.1

 School day, 15:00–17:59

70.4

70.4

 School day, 18:00–23:59

77.2

77.2

 Non-school day, 00:00–09:29

77.4

77.4

 Non-school day, 09:30–14:59

73.8

73.8

 Non-school day, 15:00–17:59

73.6

73.6

 Non-school day, 18:00–23:59

78.9

78.9

 Camp day, 00:00–09:29

70.7

70.7

 Camp day, 09:30–14:59

66.7

66.7

 Camp day, 15:00–17:59

67.3

67.3

 Camp day, 18:00–23:59

75.9

75.9

 Screen time

(per SD increase vs. mean)

N/A

0.78

 # of media devices in the home

(per SD increase vs. mean)

N/A

0.09

Homework time

 No homework

N/A

74.7

 <  1 h/day

N/A

74.3

 ≥ 1 h/day

N/A

74.7

Presence of household media rules

 No

N/A

74.4

 Yes

N/A

74.6