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Table 3 Threshold effect analysis of sleep duration and albumin using piece-wise linear regression

From: Association between sleep duration and albumin in US adults: a cross-sectional study of NHANES 2015–2018

Models

β (95%CI)

P value

Model I

  One line effect

0.04 (0.00, 0.08)

0.0366

Model II

  Inflection point (K)

7.5

    sleep duration \(<\) 7.5

0.30 (0.23, 0.38)

\(<\) 0.0001

    sleep duration \(\ge\) 7.5

-0.18 (-0.25, -0.12)

\(<\) 0.0001

    P for log-likelihood ratio test

 

\(<\) 0.001

  1. Model I, one-line linear regression; Model II, two-segment regression
  2. β was the effect size and the 95% CI indicated the confidence interval
  3. adjust for: sex, age, race, marital status, moderate work activity, TP, ALT, AST, Cr, UACR, HS-CRP, GLU, BMI, hypertension, high cholesterol, cancer or malignancy