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. 2024 Jun 5;26:e50149. doi: 10.2196/50149

Table 2.

Comparison of app-measured and actigraphy-measured circadian rhythm and sleep indicators in participants across obesity, overweight, and control groups.

Indicators Obesity, mean (SD) Overweight, mean (SD) Control, mean (SD) P value differences Comparison




Groupa Measurementb Interactionc
Sleep indicators

Sleep onsetd .002 .06 .09 Obe, Cf<Owg


App 23.74 (1.01) 24.35 (1.14) 23.66 (0.83)





Actigraphy 23.11 (0.73) 24 (1.08) 23.75 (0.85)




Wake timed .04 .50 .68 h


App 7.37 (1.27) 7.23 (1.05) 6.91 (0.8)





Actigraphy 7.08 (0.99) 7.34 (1.18) 6.74 (0.89)




Midpoint of sleepd .04 .17 .39


App 3.56 (1.09) 3.79 (1.05) 3.28 (0.69)





Actigraphy 3.1 (0.7) 3.67 (1.05) 3.24 (0.82)




Wake after sleep onset (minutes) .76 <.001 .78


App 17.5 (27) 18.4 (16.4) 14.7 (14.7)





Actigraphy 2.4 (2.2) 4 (4.7) 3.1 (3.1)




Total sleep time (minutes) <.001 .003 .03 Ob>Ow, C


App 440 (52.3) 394.3 (35.2) 420.5 (48.3)





Actigraphy 475.8 (63) 436.5 (51.1) 416.4 (36.4)



Circadian rhythm indicators

Interdaily stability .001 <.001 .95 Ob<C


App 0.17 (0.11) 0.22 (0.11) 0.25 (0.09)





Actigraphy 0.37 (0.12) 0.42 (0.12) 0.44 (0.11)




Intradaily variability .54 <.001 .23


App 1.3 (0.3) 1.28 (0.26) 1.22 (0.23)





Actigraphy 0.91 (0.18) 0.81 (0.22) 0.92 (0.25)



aThe effect of health controls versus overweight versus obesity.

bThe effect of app versus actigraphy.

cThe interaction of group and measurement.

dTime are in day decimal time, for example, 23.50=23:30 PM.

eOb: obesity group.

fC: control group.

gOw: overweight group.

hNot applicable.