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. 2021 Feb 8;118(8):e2017548118. doi: 10.1073/pnas.2017548118

Table 1.

Changes over time between treatment groups

Change goal Fixed effects Increase (n = 948) Decrease (n = 575) Increase in extraversion (n = 375) Decrease in neuroticism (n = 406) Increase in conscientiousness (n = 379) Decrease in conscientiousness (n = 40) Increase in agreeableness (n = 63) Decrease in agreeableness (n = 98) Increase in openness (n = 113) Decrease in openness (n = 28)
Intercept
 Estimate (SE) 2.88*** (0.87) 3.09*** (0.13) 2.80*** (0.13) 3.16*** (0.14) 2.87*** (0.16) 4.11*** (0.40) 3.55*** (0.24) 3.96*** (0.16) 2.90*** (0.27) 3.35*** (0.37)
 95% CI 2.71; 3.05 2.89; 3.29 2.54; 3.06 2.89; 3.43 2.62; 3.13 3.30; 4.91 3.08; 4.02 3.65; 4.28 2.37; 3.44 2.60; 4.11
Time
 Estimate (SE) −0.06 (0.04) 0.01 (0.05) −0.03 (0.06) 0.03 (0.06) −0.04 (0.07) 0.04 (0.14) 0.04 (0.15) −0.11 (0.09) −0.25 (0.13) 0.41 (0.26)
 95% CI −0.14; 0.03 −0.08; 0.10 −0.16; 0.09 −0.08; 0.14 −0.17; 0.09 −0.25; 0.32 −0.26; 0.37 −0.29; 0.06 −0.50; 0.01 −0.13; 1.07
Group
 Estimate (SE) 0.01 (0.04) 0.04 (0.05) 0.02 (0.07) 0.08 (0.08) −0.04 (0.06) −0.12 (0.20) 0.39 (0.14) −0.02 (0.09) −0.10 (0.14) 0.07 (0.27)
 95% CI −0.07; 0.09 −0.07; 0.16 −0.11; 0.15 −0.07; 0.24 −0.17; 0.09 −0.52; 0.28 0.11; 0.67 −0.20; 0.15 −0.37; 0.18 −0.48; 0.63
Time by group
 Estimate (SE) 0.26*** (0.05) −0.24*** (0.06) 0.29*** (0.08) −0.30*** (0.07) 0.28*** (0.08) −0.19 (0.16) 0.08 (0.18) −0.16 (0.12) 0.21 (0.15) −0.23 (0.30)
 95% CI 0.15; 0.35 −0.35; −0.13 0.12; 0.45 −0.44; −0.16 0.12; 0.44 −0.52; 0.16 −0.30; 0.44 −0.40; 0.07 −0.09; 0.52 −0.98; 0.37

Consenters sample; Group: 1 = intervention group; 0 = waitlist control group. Increase: participants with the goals to increase in extraversion, conscientiousness, agreeableness, and openness; Decrease: participants with goals to decrease in neuroticism, conscientiousness, agreeableness, extraversion, and openness. All models are controlled for age, gender, and conversation style. Collapsed data are also controlled for participants’ change goals. ***P < 0.001.