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Table 3 Random effects models for depressed mood severity with age as predictor (β2) and with individual covariates (β3)

From: Depressed mood during the menopausal transition: is it reproductive aging or is it life?

 

Mean Values (p values)

Standard Deviations

Number

Predictor

β1 a

β2 a

β3 a

σ1 b

σ2 b

σε b

Women

Observations

Age (47.7)

0.51

<0.001 (0.84)

–

0.49

0.03

0.60

291

6977

Menopausal Transition Factors

 MT-stage

0.52 (<.001)

0.005 (0.25)

 

0.49

0.03

0.60

291

6977

  Early

0.02 (0.56)

  Late

−0.006 (0.88)

  Early PM

−0.10 (0.05)

 Estrone (1.3)

0.62 (<.001)

−0.01 (0.04)

−0.03 (0.32)

0.50

0.04

0.60

131

4908

 FSH (1.1)

0.58 (<.001)

−0.01 (0.04)

−0.02 (0.23)

0.50

0.04

.060

131

4996

Health-related factors

 BMI (26.0)

0.37 (<.001)

<0.001 (0.97)

0.005 (0.20)

0.49

0.03

0.60

291

6977

 If drinks alcohol

0.51 (<.001)

<0.001 (0.84)

−0.001 (0.97)

0.49

0.03

0.60

291

6977

 Amount of exercise

0.54 (<.001)

0.001 (0.69)

−0.001 (<.001)

0.49

0.03

0.60

291

6977

Social factors

 If partnered

0.58 (<.001)

<0.001 (0.87)

−0.11 (0.002)

0.49

0.03

0.60

291

6977

 Number of live births

0.51 (<.001)

<0.001 (0.83)

−0.002 (0.93)

0.49

0.03

0.60

291

6977

Stress

 Perceived Stress

0.06 (0.10)

0.008 (0.02)

0.18 (<.001)

0.47

0.03

0.58

291

6977

 History of sexual abuse

0.42 (<.001)

<0.001 (0.82)

0.25 (<.001)

0.47

0.03

0.60

234

6766

Symptoms

 Hot flashes

0.50 (<.001)

<0.001 (0.88)

0.003 (0.78)

0.49

0.03

0.60

291

6977

 Problem getting to sleep

0.42 (<.001)

−0.0003 (0.91)

0.24 (<.001)

0.44

0.03

0.59

291

6977

 Early awakening

0.44 (<.001)

−0.003 (0.41)

0.13 (<.001)

0.47

0.03

0.59

291

6977

 Awaken at Night

0.43 (<.001)

−0.002 (0.50)

0.11 (<.001)

0.47

.03

0.59

291

6977

  1. aβ1, β2, β3 are the fixed effects (group averages) for the intercept, slope and covariate
  2. bσ1, σ2, σε are the random effects (variability) for the intercept, slope and residual error