Table 2.
HLM Coefficients and Variance Estimates of Intercept, Linear, and Quadratic Equations Predicting NEO-PI-R Factors and Facets from Age in Decades
σ2 Residual | |||||||||
---|---|---|---|---|---|---|---|---|---|
Within- | |||||||||
Subject | Intercept | Linear | Quadratic | ||||||
NEO-PI-R scale | Variance | γ00: M | γ01: Gender | γ02: Cohort | u0: Variance | γ10: M | u1: Variance | γ20: M | u2: Variance |
N: Neuroticism | 12.45 | 40.8 (.67)** | 3.43 (.40)** | −0.75 (.22)** | 70.42** | −0.795 (.19)** | 7.88** | .338 (.05)** | .37* |
E: Extraversion | 9.55 | 47.1 (.67)** | 1.57 (.42)** | 81.07** | −1.489 (.10)** | 6.45* | −.271 (.05)** | .32 | |
O: Openness | 12.92 | 47.7 (.70)** | 3.39 (.45)** | 82.27** | −1.047 (.11)** | 2.48** | |||
A: Agreeableness | 12.47 | 41.8 (.64)** | 6.28 (.40)** | 72.68** | 1.122 (.11)** | 5.75** | −.115 (.05)* | .29* | |
C: Conscientiousness | 13.04 | 51.6 (.31)** | 1.13 (.23)** | 96.16** | 0.145 (.19) | 7.10* | −.362 (.05)** | .44* | |
N1: Anxiety | 20.14 | 42.2 (.67)** | 2.91 (.41)** | −0.76 (.24)** | 67.83** | −0.648 (.21)**a | 6.01* | .321 (.05)** | .23 |
N2: Angry Hostility | 21.03 | 46.7 (.29)** | −0.99 (.24)** | 66.36** | −1.186 (.22)** | 5.74** | .268 (.05)** | .31* | |
N3: Depression | 21.17 | 42.8 (.65)** | 1.72 (.39)** | −1.39 (.24)** | 56.79** | −0.804 (.22)** | 7.00* | .507 (.05)** | .26 |
N4: Self-Consciousness | 23.45 | 44.8 (.67)** | 1.35 (.40)** | −0.84 (.25)** | 67.45** | −0.566 (.23)* | 6.42 | .299 (.05)** | .41 |
N5: Impulsiveness | 25.76 | 48.3 (.20)** | 52.91** | −0.975 (.11)** | 2.27** | ||||
N6: Vulnerability | 21.03 | 41.9 (.67)** | 2.63 (.40)** | −1.69 (.25)** | 68.00** | −0.271 (.22) | 7.21 | .530 (.05)** | .45 |
E1: Warmth | 20.43 | 46.4 (.66)** | 3.21 (.42)** | 73.35** | −0.445 (.12)** | 5.40 | −.307 (.05)** | .24 | |
E2: Gregariousness | 18.21 | 49.0 (.71)** | 1.46 (.45)** | 85.91** | −0.211 (.12) | 7.22 | −.154 (.05)** | .23 | |
E3: Assertiveness | 15.78 | 56.2 (.72)** | −1.41 (.44)** | 1.09 (.24)** | 87.98** | −0.107 (.20) | 6.20 | −.335 (.05)** | .35 |
E4: Activity | 20.10 | 49.4 (.68)** | 1.29 (.42)** | 83.01** | −2.340 (.12)** | 5.81 | −.378 (.05)** | .38 | |
E5: Excitement-Seeking | 16.93 | 52.7 (.62)** | −4.08 (.39)** | 66.49** | −1.361 (.11)** | 5.26 | .193 (.05)** | .29 | |
E6: Positive Emotions | 21.14 | 46.0 (.70)** | 3.17 (.43)** | 1.07 (.25)** | 76.98** | −0.876 (.21)** | 4.63* | −.302 (.05)** | .23* |
O1: Fantasy | 22.38 | 50.9 (.31)** | 1.21 (.25)** | 78.34** | −0.477 (.22)* | 6.26* | .096 (.05) | .36 | |
O2: Aesthetics | 16.59 | 44.9 (.67)** | 5.69 (.43)** | 73.13** | −0.088 (.11) | 2.55** | |||
O3: Feelings | 25.14 | 43.8 (.65)** | 4.44 (.41)** | 67.14** | −1.430 (.12)*b | 5.00** | −.116 (.05)* | .18 | |
O4: Actions | 25.48 | 43.1 (.71)** | 5.10 (.44)** | 89.17** | −1.520 (.12)** | 5.46 | −.261 (.05)** | .38 | |
O5: Ideas | 18.57 | 53.8 (.70)** | −1.31 (.44)** | 0.72 (.22)** | 77.01** | −0.107 (.19) | 1.22** | ||
O6: Values | 24.19 | 47.3 (.68)** | 1.42 (.43)** | −0.69 (.24)** | 70.20** | −1.933 (.21)** | 0.57** | ||
A1: Trust | 19.04 | 48.6 (.64)** | 2.52 (.38)** | −1.01 (.24)** | 62.15** | −0.081 (.21) | 7.26 | −.233 (.05)** | .47 |
A2: Straightforwardness | 26.21 | 45.3 (.61)** | 3.70 (.39)** | 56.60** | 0.799 (.10)** | 0.74** | |||
A3: Altruism | 25.41 | 45.7 (.67)** | 3.86 (.40)** | 1.01 (.25)** | 61.71** | 0.454 (.23)* | 4.36 | −.276 (.05)** | .18 |
A4: Compliance | 25.30 | 45.3 (.66)** | 4.05 (.42)** | 69.70** | 1.324 (.11) | 0.28** | |||
A5: Modesty | 22.77 | 42.8 (.65)** | 3.31 (.42)** | 66.47** | 0.194 (.11)b | 1.38** | |||
A6: Tender-Mindedness | 29.11 | 45.0 (.69)** | 4.14 (.41)** | 0.78 (.27)** | 68.23** | 0.621 (.25)* | 6.35 | −.173 (.06)** | .39 |
C1: Competence | 28.21 | 55.1 (.31)** | 2.30 (.27)** | 68.37** | 0.503 (.24)* | 6.36 | −.577 (.06)** | .37 | |
C2: Order | 20.82 | 48.6 (.28)** | 85.45** | −0.362 (.12)** | 6.79** | −.184 (.06)** | .39* | ||
C3: Dutifulness | 24.01 | 52.1 (.24)** | 58.01** | 0.239 (.11)*a | 5.23 | −.347 (.05)** | .38 | ||
C4: Achievement Striving | 22.15 | 51.2 (.32)** | 0.74 (.26)** | 86.83** | −0.125 (.23) | 8.83 | −.177 (.06) | .44 | |
C5: Self-Discipline | 21.51 | 49.0 (.28)** | 89.79** | −0.799 (.13)** | 11.35 | −.471 (.06)** | .73 | ||
C6: Deliberation | 20.78 | 53.6 (.30)** | 1.91 (.25)** | 70.77** | 1.697 (.23)** | 8.85 | −.219 (.06)** | .56 |
Note. N = 1,944. Standard errors are shown in parenthesis. Significance of coefficients is tested by t ratio (coefficients/Standard error). Significance of variance terms is tested with chi-square. Coefficients are applied to (Age – Mean Age) in decades. Gender: 1 = Male, 2 = Female. Cohort is year of birth centered around the grand mean (1938).
Significant cohort effect on linear change.
Significant gender effect on linear change.
p < .05
p < .01.