TY - JOUR
T1 - Don’t you tweet me badly
T2 - anxiety contagion between leaders and followers in computer-mediated communication during COVID-19
AU - Gruda, Dritjon
AU - Ojo, Adegboyega
AU - Psychogios, Alexandros
N1 - Publisher Copyright:
© 2022 Public Library of Science. All rights reserved.
PY - 2022/3
Y1 - 2022/3
N2 - Do organizational leaders’ tweets influence their employees’ anxiety? And if so, have employees become more susceptible to their leader’s social media communications during the COVID-19 pandemic? Based on emotional contagion and using machine learning algorithms to track anxiety and personality traits of 197 leaders and 958 followers across 79 organizations over 316 days, we find that during the pandemic leaders’ tweets do influence follower state anxiety. In addition, followers of trait anxious leaders seem somewhat protected by sudden spikes in leader state anxiety, while followers of less trait anxious leaders are most affected by increased leader state anxiety. Multi-day lagged regressions showcase that this effect is stronger post-onset of the COVID-19 pandemic compared to the pre-pandemic crisis context.
AB - Do organizational leaders’ tweets influence their employees’ anxiety? And if so, have employees become more susceptible to their leader’s social media communications during the COVID-19 pandemic? Based on emotional contagion and using machine learning algorithms to track anxiety and personality traits of 197 leaders and 958 followers across 79 organizations over 316 days, we find that during the pandemic leaders’ tweets do influence follower state anxiety. In addition, followers of trait anxious leaders seem somewhat protected by sudden spikes in leader state anxiety, while followers of less trait anxious leaders are most affected by increased leader state anxiety. Multi-day lagged regressions showcase that this effect is stronger post-onset of the COVID-19 pandemic compared to the pre-pandemic crisis context.
UR - http://www.scopus.com/inward/record.url?scp=85125789739&partnerID=8YFLogxK
U2 - 10.1371/journal.pone.0264444
DO - 10.1371/journal.pone.0264444
M3 - Article
C2 - 35245330
AN - SCOPUS:85125789739
SN - 1932-6203
VL - 17
JO - PLoS one
JF - PLoS one
IS - 3 March
M1 - e0264444
ER -