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Table 4 Estimation of the parameters associated with the covariates explaining the mean of the latent trait “Physical Functioning” (β μ ) and with the covariates explaining the variance of the latent trait (γσ 2 )

From: Spatio-temporal Rasch analysis of quality of life outcomes in the French general population. Measurement invariance and group comparisons

 

Effect

Estimate

Standard Error

p-value

Variables explaining the mean of the latent trait (βμ)

Constant (μ*)

3.1131

0.0834

<0.0001

Women

−1.1154

0.0816

<0.0001

Survey 2003

−0.2447

0.0512

<0.0001

Ager

−0.5960

0.0110

<0.0001

North

−0.2809

0.0696

<0.0001

Western Paris Basin

−0.1386

0.0723

0.0554

West, South-West, South-East

0.3284

0.0525

<0.0001

Women*Ager

0.0667

0.0127

<0.0001

Ager*(North, Eastern Paris Basin, West, South-West, South-East)

−0.0345

0.0079

<0.0001

Variables explaining the variance of the latent trait (γσ2)

Constant (σ2*)

8.9934

0.5003

<0.0001

Women

−2.4176

0.4027

<0.0001

Survey 2003

3.0001

0.4436

<0.0001

Ager

−0.5758

0.0650

<0.0001

Women*Ager

0.1404

0.0533

0.0084

Survey 2003*Ager

−0.2560

0.0595

<0.0001

Explained variance

Estimated variance without covariates: σ ^ 0 2 (k0)

9.3182 (21)

Estimated variance with covariates: σ ^ 2 (k)

6.8119 (30)

Rate of explained variances: τ

27%

  1. Ager is a categorical variable taking values 0 for the 18–24, 1 for the 25–34, 2 for the 35–44, 4 for the 45–54, 6 for the 55–64, 8 for the 65–74, and 10 for the 75–84 year-old groups.
  2. Women is a variable coded 1 for women and 0 for men.
  3. Survey 2003 is coded 1 for the year 2003 and 0 for year 1995.
  4. Region names are dummy variables coded 1 for the cited region and 0 for other geographical areas.