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Table 1 Associations a between study characteristics and rest-activity profiles in adults in the National Health and Nutrition Examination Survey (2011-2014)

From: Rest-activity profiles among U.S. adults in a nationally representative sample: a functional principal component analysis

 

PCA1 - high amplitude

PCA2 - early rise

PCA3 - prolonged activity window

PCA4 – biphasic pattern

Median (IQR)

β (95% CI)

Median (IQR)

β (95% CI)

Median (IQR)

β (95% CI)

Median (IQR)

β (95% CI)

Age

 25-29

0.27 (-0.39, 0.86)

ref

-0.43 (-1.18, 0.15)

ref

-0.14 (-0.66, 0.45)

ref

0.11 (-0.55, 0.81)

ref

 30-39

0.27 (-0.36, 0.93)

0.08 (-0.02, 0.18)

-0.20 (-0.85, 0.38)

0.20 (0.09, 0.31)

-0.08 (-0.56, 0.51)

0.05 (-0.05, 0.15)

0.32 (-0.41, 0.94)

0.14 (0.03, 0.25)

 40-49

0.20 (-0.38, 0.88)

0.04 (-0.08, 0.15)

0.12 (-0.45, 0.65)

0.50 (0.36, 0.65)

-0.02 (-0.50, 0.51)

0.06 (-0.05, 0.16)

0.27 (-0.31, 0.87)

0.12 (0.02, 0.22)

 50-59

0.10 (-0.45, 0.69)

-0.04 (-0.15, 0.06)

0.23 (-0.35, 0.77)

0.64 (0.51, 0.76)

-0.11 (-0.62, 0.55)

0.03 (-0.10, 0.16)

0.08 (-0.58, 0.74)

-0.10 (-0.21, 0.02)

 60-69

-0.13 (-0.64, 0.42)

-0.19 (-0.30, -0.09)

0.40 (-0.18, 0.86)

0.84 (0.72, 0.95)

-0.30 (-0.77, 0.29)

-0.06 (-0.18, 0.05)

-0.01 (-0.54, 0.50)

-0.12 (-0.25, 0.00)

 70+

-0.71 (-1.21, -0.14)

-0.64 (-0.74, -0.54)

0.49 (0.07, 0.84)

1.11 (0.97, 1.25)

-0.39 (-0.79, 0.06)

-0.07 (-0.18, 0.03)

-0.04 (-0.42, 0.32)

-0.01 (-0.14, 0.11)

Gender

 Male

-0.10 (-0.68, 0.52)

-0.30 (-0.35, -0.25)

0.21 (-0.45, 0.73)

0.02 (-0.02, 0.06)

-0.11 (-0.59, 0.45)

0.07 (0.02, 0.12)

0.06 (-0.54, 0.61)

-0.24 (-0.30, -0.18)

 Female

0.14 (-0.48, 0.80)

ref

0.12 (-0.51, 0.65)

ref

-0.22 (-0.72, 0.37)

ref

0.18 (-0.40, 0.76)

ref

Race/ethnicity

 Non-Hispanic Black

-0.08 (-0.68, 0.54)

-0.08 (-0.15, -0.01)

-0.01 (-0.66, 0.49)

-0.17 (-0.25, -0.08)

0.13 (-0.37, 0.74)

0.35 (0.28, 0.42)

0.04 (-0.57, 0.53)

-0.10 (-0.17, -0.03)

 Mexican American

0.54 (-0.12, 1.19)

0.40 (0.31, 0.49)

0.13 (-0.66, 0.75)

0.04 (-0.08, 0.16)

-0.17 (-0.74, 0.43)

-0.05 (-0.18, 0.08)

-0.12 (-0.81, 0.47)

-0.23 (-0.35, -0.12)

 Other Hispanic

0.36 (-0.28, 1.09)

0.33 (0.21, 0.45)

-0.13 (-0.78, 0.52)

-0.18 (-0.31, -0.04)

-0.19 (-0.72, 0.42)

-0.03 (-0.12, 0.07)

-0.07 (-0.71, 0.52)

-0.17 (-0.29, -0.05)

 Asian

0.02 (-0.51, 0.62)

0.01 (-0.08, 0.09)

-0.08 (-0.78, 0.46)

-0.22 (-0.32, -0.12)

-0.12 (-0.55, 0.43)

0.06 (-0.02, 0.14)

0.28 (-0.33, 0.92)

-0.02 (-0.12, 0.07)

 Other

0.00 (-0.69, 0.49)

-0.13 (-0.29, 0.04)

0.08 (-0.51, 0.53)

-0.07 (-0.22, 0.09)

-0.07 (-0.57, 0.55)

0.15 (0.00, 0.30)

0.05 (-0.42, 0.45)

-0.03 (-0.15, 0.09)

 Non-Hispanic White

-0.03 (-0.63, 0.59)

ref

0.22 (-0.39, 0.73)

ref

-0.22 (-0.69, 0.36)

ref

0.16 (-0.41, 0.75)

ref

Education

 Less than high school

0.07 (-0.65, 0.86)

0.20 (0.12, 0.28)

0.19 (-0.49, 0.75)

0.12 (0.01, 0.23)

-0.22 (-0.74, 0.39)

0.07 (-0.03, 0.17)

-0.19 (-0.74, 0.34)

-0.38 (-0.47, -0.29)

 High school graduate

0.07 (-0.59, 0.83)

0.15 (0.10, 0.21)

0.23 (-0.45, 0.80)

0.07 (-0.02, 0.16)

-0.11 (-0.65, 0.52)

0.12 (-0.01, 0.24)

0.01 (-0.60, 0.55)

-0.31 (-0.40, -0.22)

 Some college

-0.01 (-0.65, 0.62)

-0.04 (-0.11, 0.03)

0.12 (-0.52, 0.64)

-0.02 (-0.09, 0.05)

-0.18 (-0.64, 0.40)

0.05 (-0.02, 0.12)

0.05 (-0.50, 0.61)

-0.25 (-0.36, -0.15)

 College grad or higher

0.02 (-0.49, 0.54)

ref

0.13 (-0.46, 0.61)

ref

-0.16 (-0.62, 0.39)

ref

0.40 (-0.19, 0.99)

Ref

Household income

 <$20k

-0.13 (-0.88, 0.64)

-0.12 (-0.20, -0.04)

-0.03 (-0.71, 0.57)

-0.22 (-0.30, -0.13)

-0.25 (-0.72, 0.32)

0.05 (-0.05, 0.16)

-0.10 (-0.66, 0.35)

-0.29 (-0.39, -0.19)

 $20k-$44.9k

-0.07 (-0.71, 0.70)

-0.02 (-0.09, 0.05)

0.15 (-0.57, 0.71)

-0.10 (-0.19, -0.01)

-0.20 (-0.72, 0.37)

0.02 (-0.07, 0.11)

-0.08 (-0.65, 0.43)

-0.30 (-0.37, -0.24)

 $45k-$74.9k

0.11 (-0.50, 0.78)

0.07 (-0.02, 0.16)

0.23 (-0.37, 0.73)

-0.01 (-0.09, 0.08)

-0.13 (-0.63, 0.47)

0.03 (-0.05, 0.11)

0.07 (-0.45, 0.63)

-0.19 (-0.30, -0.08)

 $75k+

0.06 (-0.45, 0.63)

ref

0.18 (-0.41, 0.68)

ref

-0.13 (-0.60, 0.46)

ref

0.40 (-0.23, 0.95)

ref

Work status, last week

 Did not work

-0.33 (-0.92, 0.35)

-0.32 (-0.42, -0.23)

0.14 (-0.52, 0.64)

-0.33 (-0.41, -0.26)

-0.35 (-0.8, 0.12)

-0.48 (-0.54, -0.42)

-0.04 (-0.53, 0.42)

-0.19 (-0.29, -0.09)

 <40 hour

0.28 (-0.27, 0.92)

0.10 (0.01, 0.19)

0.09 (-0.56, 0.66)

-0.13 (-0.21, -0.06)

-0.25 (-0.77, 0.34)

-0.31 (-0.41, -0.22)

0.10 (-0.51, 0.76)

-0.14 (-0.25, -0.04)

 40+ hour

0.18 (-0.37, 0.81)

ref

0.20 (-0.41, 0.74)

ref

0.08 (-0.43, 0.68)

ref

0.33 (-0.36, 0.93)

ref

  1. Abbreviations: CI confidence interval, HS high school, IQR interquartile range, NH non-Hispanic, PCA1-4 principal component analysis component 1-4
  2. a Derived from multiple linear regression models included all study characteristics and their categories simultaneously