Skip to main content
. Author manuscript; available in PMC: 2016 Jul 1.
Published in final edited form as: Dev Psychol. 2015 Jul;51(7):998–1012. doi: 10.1037/a0039349

Table 3.

Growth Curve Models of Age-Related Change in Well-Being: The Role of Birth-Year Cohort and the Covariates.

HRS (Depressive Affect) SOEP (Life Satisfaction)
Lower levels = higher well-being Higher levels = higher well-being

Parameter Estimate SE Estimate SE
Fixed effects
 Intercept a, γ00 50.31* 0.14 49.26* 0.19
 Age, γ10 0.15* 0.04 −0.14* 0.06
 Age2, γ20 0.02* 0.01 −0.01 0.01
 Birth-year cohort, γ01 −1.08* 0.24 0.70* 0.33
 Gender, γ02 1.70* 0.20 −0.34 0.27
 Education (in years), γ03 −0.60* 0.03 0.44* 0.05
 Number of observations, γ04 −0.79* 0.16 −0.06 0.10
 Health problems b, γ05 1.99* 0.08 −4.46* 0.28
 Birth-year cohort × Age, γ11 0.02 0.05 0.15* 0.07
 Gender × Age, γ12 −0.01 0.04 −0.02 0.05
 Education × Age, γ13 0.00 0.01 0.01 0.01
 Number of observations × Age, γ14 −0.05 0.04 −0.06* 0.02
 Health problems × Age, γ15 −0.01 0.02 −0.17* 0.06
Random effects
 Variance intercept, σ2u0 45.48* 1.19 59.56* 1.74
 Variance age, σ2u1 0.40* 0.05 0.86* 0.06
 Covariance intercept, age, σu0u1 1.13* 0.18 2.24* 0.25
 Residual variance, σ2e 40.77* 0.55 38.48* 0.43

Note. Well-being score standardized to a T metric (M = 50, SD = 10) based on cross-sectional data at T1. Unstandardized estimates and standard errors are presented. Boldface type highlights cohort differences in well-being change. All covariates were effect coded/centered. Parameter estimates indicate the average trajectory and the extent of differences of a particular covariate. Health problems were indicated by the number of health conditions in the HRS and by the presence of disability in SOEP. Positive parameters indicate differences favoring later-born participants, women, participants with higher education, those who provided more observations, and those suffering more from health problems. HRS: Cohort = earlier-born (1930 –1939; n = 3,999) versus later-born (1940 – 1947; n = 3,999). SOEP: Cohort = earlier-born (1930 –1939; n = 2,712) versus later-born (1940 – 1946; n = 2,712).

a

Intercept is centered at age 70 years.

b

Health problems were indicated by the number of health conditions in the HRS and by the presence of disability in SOEP.

*

p < .05.