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Table 4 Mean estimation from the fitted mixed effects models for each Fitbit parameter

From: The association of physical activity, heart rate and sleep from an activity tracker with weight loss during a 6-month personalized combined lifestyle intervention: a retrospective analysis

  

Before intervention (T-1-T0)

During intervention (T0-T2)

Domain

Variable name

Est

[95% CI]

Est

[95% CI]

Heart rate

RHR (bpm)

65.8

[62.5 – 69.1]

65.1

[62.2 – 68.1]

Physical activity

Step count (steps/day)

8732

[7566– 9962]

8369

[7345 – 9460]

Sedentary time (hours/day)

9.0

[7.8 – 10.2]

8.4

[7.0 – 9.8]

LPA (min/week)

1631

[1465 – 1806]

1645

[1492 – 1805]

MPA (min/week)

117.8

[86.3 – 154.1]

122.0

[99.0 – 147.4]

VPA (min/week)

160.1

[112.9 – 218.9]

139.4

[103.2 – 183.3]

Sleep

Sleep time (hours/day)

7.0

[6.3 – 7.6]

7.0

[6.5 – 7.5]

Sleep efficiency (%/day)

92.0

[88.3 – 95.6]

90.7

[86.4 – 95.0]

Self-monitoring behaviour

Weigh-ins (days/week)

3.2

[2.0 – 4.3]

3.3

[2.4 – 4.1]

Tracker days (days/week)

6.2

[5.6 – 6.7]

6.5

[6.1 – 6.8]

Activity registrations

(number/week)

5.1

[3.7 – 6.6]

4.8

[3.5 – 6.1]

  1. RHR Resting heart rate, LPA Light physical activity, MPA Medium physical activity, VPA Vigorous physical activity, min minutes