Table 3.
Measurement invariance results for the five ability constructs in three age groups
df | Age 18–39 | Age 40–64 | Age 65–99 | |||||||
---|---|---|---|---|---|---|---|---|---|---|
Χ2 | CFI | RMSEA | Χ2 | CFI | RMSEA | Χ2 | CFI | RMSEA | ||
Memory | ||||||||||
Model 1 | 19 | 33 | .994 | .024 | 32 | .998 | .017 | 39 | .993 | .030 |
Model 2 | 23 | 38 | .994 | .022 | 39 | .997 | .017 | 41 | .994 | .026 |
Model 3 | 27 | 59 | .987 | .030 | 52 | .996 | .020 | 69 | .985 | .037 |
Model 4 | 33 | 67 | .986 | .028 | 60 | .995 | .019 | 82 | .982 | .036 |
Speed | ||||||||||
Model 1 | 19 | 73 | .978 | .047 | 38 | .997 | .021 | 67 | .987 | .047 |
Model 2 | 23 | 96 | .970 | .049 | 45 | .997 | .020 | 80 | .985 | .046 |
Model 3 | 27 | 102 | .969 | .046 | 89 | .990 | .031 | 106 | .979 | .050 |
Model 4 | 33 | 117 | .965 | .044 | 106 | .989 | .031 | 119 | .977 | .047 |
Vocabulary | ||||||||||
Model 1 | 43 | 140 | .986 | .042 | 243 | .988 | .045 | 178 | .974 | .052 |
Model 2 | 49 | 158 | .985 | .041 | 259 | .988 | .043 | 181 | .975 | .048 |
Model 3 | 55 | 268 | .970 | .054 | 296 | .986 | .043 | 209 | .970 | .049 |
Model 4 | 63 | 288 | .968 | .052 | 310 | .965 | .041 | 270 | .960 | .053 |
Reasoning | ||||||||||
Model 1 | 19 | 41 | .993 | .030 | 30 | .999 | .016 | 22 | .999 | .011 |
Model 2 | 23 | 60 | .988 | .035 | 38 | .998 | .016 | 25 | .999 | .008 |
Model 3 | 27 | 93 | .979 | .043 | 80 | .993 | .029 | 27 | 1.00 | .002 |
Model 4 | 33 | 102 | .978 | .040 | 93 | .992 | .028 | 38 | .998 | .012 |
Space | ||||||||||
Model 1 | 19 | 48 | .993 | .034 | 80 | .992 | .037 | 18 | 1.00 | .000 |
Model 2 | 23 | 56 | .992 | .033 | 85 | .992 | .034 | 19 | 1.00 | .000 |
Model 3 | 27 | 128 | .975 | .053 | 147 | .984 | .044 | 28 | 1.00 | .005 |
Model 4 | 33 | 133 | .975 | .048 | 150 | .984 | .039 | 30 | 1.00 | .000 |
Note: df is degrees of freedom, CFI is Comparative Fit Index, and RMSEA is Root Mean Squared Error of Approximation. CFI values greater than about .90 and RMSEA values less than about .08 are often considered to reflect a reasonably good fit (Kline, 2005). Model 1 is configural invariance, Model 2 is weak factor invariance (equal factor loadings), Model 3 is strong factor invariance (equal intercepts), and Model 4 is strict factor invariance (equal unique variances).