Table 1 Regression analysis of Life Satisfaction on Quantified Authenticity.

From: Authentic self-expression on social media is associated with greater subjective well-being

     Likes Model     
  Model 1 Model 2 Model 3
  B SE(B) β B SE(B) β B SE(B) β
QA 0.156*** 0.014 0.113 0.069*** 0.013 0.050 0.070*** 0.013 0.051
Extr. 0.027* 0.013 0.020 0.022 0.014 0.016
O −0.025* 0.013 −0.018 −0.016 0.013 −0.012
C 0.161*** 0.013 0.117 0.165*** 0.014 0.120
E 0.151*** 0.014 0.109 0.155*** 0.014 0.112
A 0.080*** 0.014 0.058 0.081*** 0.014 0.059
N −0.511*** 0.015 −0.371 −0.517*** 0.015 −0.375
QA × O 0.026 0.014 0.018
QA × C 0.010 0.014 0.008
QA × E 0.014 0.014 0.011
QA × A −0.002 0.013 −0.001
QA × N −0.021 0.016 −0.015
Adj-R2   0.01    0.26    0.26  
     Language Model     
QA 0.119*** 0.025 0.085 0.046* 0.023 0.032 0.059* 0.024 0.042
Extr. 0.005 0.023 0.003 0.001 0.024 0.001
O −0.029 0.022 −0.021 −0.019 0.023 −0.013
C 0.157*** 0.023 0.111 0.159*** 0.024 0.113
E 0.150*** 0.024 0.106 0.153*** 0.024 0.109
A 0.123*** 0.023 0.087 0.119*** 0.024 0.085
N −0.503*** 0.026 −0.357 −0.516*** 0.026 −0.366
QA × O 0.027 0.021 0.022
QA × C −0.005 0.023 −0.004
QA × E 0.022 0.023 0.016
QA × A −0.015 0.024 −0.011
QA × N −0.059 0.027 −0.045
Adj-R2   0.01    0.25    0.25  
  1. Models presented include Quantified Authenticity (QA-Euclidean Distance) on Life Satisfaction, with controls, and interaction effects of QA and the Big Five personality traits. (Likes-Based Model N = 9237; Language-Based Model N = 3215). ***p < 0.001, **p < 0.01, *p < 0.05.