Table 1.
Variables | Cross-sectional associations (βs) | Longitudinal associations (βs) | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Memory performance | Self-rated memory | Memory performance | Self-rated memory | |||||||||||||
M1 | M2 | M3 | d | M1 | M2 | M3 | d | M1 | M2 | M3 | d | M1 | M2 | M3 | d | |
Demographics | ||||||||||||||||
Age | −.33* | −.33* | −.32* | −.12* | −.12* | −.12* | −.24* | −.24* | −.24* | −.01 | −.02 | −.02 | ||||
Age squared | −.09* | −.08* | −.09* | .05* | .07* | .06* | −06* | −.06* | −.07* | .00 | .00 | .00 | ||||
Sex | .16* | .16* | .16* | .02 | .02* | .03* | .08* | .09* | .09* | .02 | .03* | .03* | ||||
Ethnicity (black) | −.14* | −.14* | −14* | −.06* | −.08* | −.08* | −.05* | −.05* | −.05* | −.03* | −.04* | −.04* | ||||
Ethnicity (other) | −.06* | −.06* | −.06* | −.02* | −.03* | −.03* | −.01 | −.01 | −.01 | −.01 | −.01 | −.01 | ||||
Education | .29* | .26* | .26* | .22* | .16* | .15* | .15* | .14* | .13* | .09* | .06* | .06* | ||||
Baseline performance | — | — | — | — | — | — | .44* | .43* | .43* | .53* | .49* | .49* | ||||
Personality | ||||||||||||||||
Neuroticism | — | −.06* | −05* | .23 | — | −09* | −.07* | .43 | — | −.03* | −.02* | .08 | — | −.06* | −.05* | .22 |
Extraversion | — | −.02 | −03* | .12 | — | .10* | .09* | .45 | — | −.02 | −.03* | .01 | — | .04* | .03* | .18 |
Openness | — | .05* | .05* | .21 | — | .10* | .11* | .51 | — | .02* | .03* | .07 | — | .06* | .06* | .19 |
Agreeableness | — | .01 | .01 | .13 | — | −07* | −.06* | .27 | — | −.02 | −.02 | .03 | — | −.04* | −.04* | .09 |
Conscientiousness | — | .06* | .06* | .27 | — | .13* | .12* | .60 | — | .03* | .03* | .10 | — | .05* | .04* | .22 |
Health-risk factors | ||||||||||||||||
Hypertension | — | — | −.02* | .06 | — | — | −.02 | .10 | — | — | −.00 | .02 | — | — | −.01 | .05 |
Diabetes | — | — | −.03* | .09 | — | — | −.00 | .08 | — | — | −.04* | .09 | — | — | −.01 | .05 |
Treatment for distress | — | — | −.03* | .15 | — | — | −.08* | .32 | — | — | −.02* | .08 | — | — | −.02* | .12 |
Obesity | — | — | .02* | .03 | — | — | .01 | .03 | — | — | .01 | .00 | — | — | .00 | .02 |
Physical inactivity | — | — | −.03* | .12 | — | — | −.03* | .18 | — | — | −.01 | .04 | — | — | −.02* | .09 |
Ever smoker | — | — | .00 | .02 | — | — | −.03* | .10 | — | — | .00 | .01 | — | — | −.02 | .04 |
R 2 adjusted | .292 | .305 | .309 | .077 | .146 | .153 | .429 | .431 | .433 | .316 | .329 | .331 | ||||
R 2 change | .292* | .014* | .004* | .078* | .069* | .008* | .429* | .003* | .002* | .316* | .014* | .002* | ||||
Sample size | N = 13,140 | N = 13,140 | N = 10,565 | N = 10,592 |
Notes: βs = standardized regression coefficients; d = Cohen’s d (absolute values), computed by comparing top and bottom quartiles of each personality trait and the absence/presence of each risk factor, controlling for the demographic covariates. A total of 13,987 participants had at least one valid measure of personality and memory at baseline. Given that not all participants completed both measures at follow-up, N ranged from 10,565 to 10,592 for longitudinal analysis. The effects were similar when the HRS sampling weights were used in the analyses. M1 = Model 1, which included the demographic factors as predictors on cognition. M2 = Model 2, which additionally included personality. M3 = Model 3, which additionally included the health-risk factors. Health-risk factors were coded 0/1 (i.e., absence/presence, respectively).
*p < .01.