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.
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