Table 2.
Estimates from multilevel modeling of change in personality in relation to cognitive impairment.
Neuroticism | Extraversion | Openness | Agreeableness | Conscientiousness | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
b | SE | p | b | SE | p | b | SE | p | b | SE | p | b | SE | p | |
Intercept | 0.313 | 0.036 | <.001 | −0.514 | 0.037 | <.001 | −1.042 | 0.035 | <.001 | −1.035 | 0.035 | <.001 | −0.991 | 0.036 | <.001 |
Age | −0.148 | 0.008 | <.001 | 0.051 | 0.008 | <.001 | −0.023 | 0.008 | 0.005 | 0.038 | 0.008 | <.001 | −0.026 | 0.008 | 0.002 |
Age2 | 0.023 | 0.005 | <.001 | −0.050 | 0.005 | <.001 | −0.031 | 0.005 | <.001 | −0.031 | 0.005 | <.001 | −0.027 | 0.005 | <.001 |
Gender (Women) | 0.187 | 0.012 | <.001 | 0.162 | 0.013 | <.001 | 0.011 | 0.012 | 0.365 | 0.514 | 0.012 | <.001 | 0.217 | 0.012 | <.001 |
Education | −0.037 | 0.002 | <.001 | 0.023 | 0.002 | <.001 | 0.085 | 0.002 | <.001 | 0.022 | 0.002 | <.001 | 0.054 | 0.002 | <.001 |
Black | −0.279 | 0.016 | <.001 | 0.136 | 0.017 | <.001 | 0.106 | 0.016 | <.001 | −0.004 | 0.016 | 0.796 | −0.101 | 0.016 | <.001 |
Other race | −0.069 | 0.025 | 0.005 | 0.009 | 0.025 | 0.714 | 0.030 | 0.024 | 0.219 | −0.054 | 0.024 | 0.026 | −0.040 | 0.025 | 0.104 |
Latinx | 0.061 | 0.022 | 0.005 | 0.011 | 0.022 | 0.616 | −0.014 | 0.021 | 0.513 | −0.078 | 0.021 | <.001 | 0.040 | 0.021 | 0.064 |
Time | −0.178 | 0.023 | <.001 | −0.144 | 0.022 | <.001 | −0.184 | 0.022 | <.001 | −0.111 | 0.023 | <.001 | 0.016 | 0.023 | 0.478 |
Time2 | 0.054 | 0.022 | 0.014 | 0.065 | 0.021 | 0.002 | 0.139 | 0.021 | <.001 | 0.048 | 0.022 | 0.032 | 0.024 | 0.022 | 0.281 |
Age*Time | 0.055 | 0.013 | <.001 | −0.011 | 0.013 | 0.399 | −0.037 | 0.013 | 0.004 | −0.010 | 0.013 | 0.449 | −0.068 | 0.014 | <.001 |
Before-CI | 0.044 | 0.024 | 0.074 | −0.098 | 0.023 | <.001 | −0.058 | 0.023 | 0.011 | −0.111 | 0.024 | <.001 | −0.118 | 0.024 | <.001 |
During-CI | 0.101 | 0.030 | 0.001 | −0.143 | 0.029 | <.001 | −0.147 | 0.028 | <.001 | −0.353 | 0.031 | <.001 | −0.344 | 0.031 | <.001 |
Note. CI= cognitive impairment. Age and time (including before and during cognitive impairment) are in decades. Fully unconditional models, with no predictors, were used to estimate within-person variance of the traits, which ranged from 30% for extraversion to 37% for agreeableness. Follow-up analyses found that within-person variance was generally larger in the subsample cognitively impaired at any point in the study (e.g., for neuroticism: 33% for the cognitively unimpaired and 47% in those cognitively impaired; for conscientiousness: 31% for the cognitively unimpaired and 57% in those cognitively impaired). Nominal p-value reported and considered significant if p < .01. Results also hold if accounting for multiple testing using Benjamini and Hochberg’s false discovery rate method.