Table 2.
Results of natural language analysis for personality traits, values, emotional tone, and Linguistic Inquiry and Word Count for treatment groups of Next Mission combat veterans and Women Warriors military sexual assault survivors.a
| Characteristic | NMb combat veterans (n=9) | WWc military sexual assault survivors (n=6) | ||||||||
| F testd (df) | Cohen d | P value | Effect size (partial η2) | F testd (df) | Cohen d | P value | Effect size (partial η2) | |||
| Personality traits |
|
|
|
|
|
|
|
|
||
|
|
Openness | 6.372 (1,8) | 1.34 | .04 | 0.443 | 9.740 (1,5) | 1.47 | .03 | 0.661 | |
|
|
Agreeableness | 10.305 (1,8) | 1.77 | .01 | 0.777 | 12.211 (1,5) | 1.68 | .02 | 0.709 | |
|
|
Extroversion | 12.446 (1,8) | 1.52 | .001 | 0.609 | 7.105 (1,5) | –1.58 | .045 | 0.587 | |
|
|
Conscientiousness | 27.923 (1,8) | –2.83 | .001 | 0.563 | 1.929 (1,5) | –0.53 | .22 | 0.278 | |
|
|
Emotional range | 15.473 (1,8) | –1.74 | .004 | 0.659 | 1.1014 (1,5) | 0.58 | .36 | 0.169 | |
| Values and needse | ||||||||||
|
|
Curiosity | 3.227 (1,8) | 0.84 | .11 | 0.287 | 5.971 (1,5) | 1.44 | .06 | 0.544 | |
|
|
Harmony | 7.787 (1,8) | 1.42 | .02 | 0.493 | N/Af | N/A | N/A | N/A | |
|
|
Structure | 1.865 (1,8) | –0.44 | .21 | 0.189 | 2.784 (1,5) | 0.87 | .16 | 0.358 | |
|
|
Closeness | 17.672 (1,8) | 2.23 | .003 | 0.688 | 10.006 (1,5) | 1.23 | .03 | 0.667 | |
|
|
Stability | 6.518 (1,8) | 1.49 | .03 | 0.449 | N/A | N/A | N/A | N/A | |
|
|
Helping others | 21.715 (1,8) | 2.06 | .002 | 0.731 | 3.077 (1,5) | 0.35 | .14 | 0.381 | |
|
|
Excitement | 23.635 (1,8) | 2.34 | .001 | 0.747 | 0.391 (1,5) | 0.15 | .56 | 0.072 | |
|
|
Life pleasure | 18.926 (1,8) | 1.92 | .002 | 0.703 | 8.511 (1,5) | 1.30 | .03 | 0.630 | |
|
|
Tradition | 9.005 (1,8) | –1.54 | .02 | 0.530 | 1.238 (1,5) | 0.12 | .32 | 0.198 | |
|
|
Achievement | 9.414 (1,8) | 1.01 | .02 | 0.541 | 7.294 (1,5) | 1.28 | .04 | 0.593 | |
|
|
Love | N/A | N/A | N/A | N/A | 13.474 (1,5) | 1.58 | .01 | 0.729 | |
|
|
Ideal | N/A | N/A | N/A | N/A | 3.173 (1,5) | 1.03 | .14 | 0.388 | |
| Emotional tone | ||||||||||
|
|
Sadness | 10.852 (1,8) | –1.01 | .01 | 0.576 | 1.164 (1,6) | –0.20 | .33 | 0.283 | |
|
|
Disgust | 7.660 (1,8) | –1.25 | .02 | 0.489 | 1.413 (1,5) | –0.74 | .29 | 0.220 | |
|
|
Joy | 11.017 (1,8) | 1.81 | .01 | 0.579 | 1.977 (1,5) | 0.84 | .22 | 0.283 | |
|
|
Fear | 0.114 (1,8) | –0.17 | .74 | 0.014 | 4.365 (1,5) | –0.80 | .09 | 0.466 | |
|
|
Anger | 0.542 (1,8) | –0.32 | .48 | 0.063 | 0.518 (1,5) | –0.40 | .50 | 0.094 | |
| LIWCg analysis | ||||||||||
|
|
Analytical thinking | 0.229 (1,8) | 0.20 | .65 | 0.028 | 0.094 (1,5) | –0.12 | .77 | 0.018 | |
|
|
Authenticity | 7.326 (1,8) | 0.92 | .03 | 0.478 | 5.457 (1,5) | 0.37 | .07 | 0.522 | |
|
|
Clout | 8.651 (1,8) | 0.90 | .02 | 0.520 | 7.920 (1,5) | 1.47 | .04 | 0.613 | |
|
|
Emotional tone | 6.016 (1,8) | 0.92 | .04 | 0.429 | 4.597 (1,5) | 1.17 | .09 | 0.479 | |
aN=15.
bNM: Next Mission.
cWW: Women Warriors.
dF values reported are from repeated-measures multivariate analysis of variance (rMANOVA), with effect sizes calculated using both Cohen d from repeated-measures t tests and partial η2 from rMANOVA tests. Significance calculated from rMANOVA test with Bonferroni correction.
eFor each program group, 10 identified values were outputted by IBM Watson Personality Insights based on highest density, thus differ slightly between programs.
fN/A: not applicable.
gLIWC: Linguistic Inquiry and Word Count.