TY - JOUR
T1 - Mental health concerns precede quits
T2 - Shifts in the work discourse during the Covid-19 pandemic and great resignation
AU - del Rio-Chanona, R. Maria
AU - Hermida-Carrillo, Alejandro
AU - Sepahpour-Fard, Melody
AU - Sun, Luning
AU - Topinkova, Renata
AU - Nedelkoska, Ljubica
N1 - © Springer-Verlag GmbH, DE 2023.
PY - 2023/10/12
Y1 - 2023/10/12
N2 - To study the causes of the 2021 Great Resignation, we use text analysis and investigate the changes in work- and quit-related posts between 2018 and 2021 on Reddit. We find that the Reddit discourse evolution resembles the dynamics of the U.S. quit and layoff rates. Furthermore, when the COVID-19 pandemic started, conversations related to working from home, switching jobs, work-related distress, and mental health increased, while discussions on commuting or moving for a job decreased. We distinguish between general work-related and specific quit-related discourse changes using a difference-in-differences method. Our main finding is that mental health and work-related distress topics disproportionally increased among quit-related posts since the onset of the pandemic, likely contributing to the quits of the Great Resignation. Along with better labor market conditions, some relief came beginning-to-mid-2021 when these concerns decreased. Our study underscores the importance of having access to data from online forums, such as Reddit, to study emerging economic phenomena in real time, providing a valuable supplement to traditional labor market surveys and administrative data.
AB - To study the causes of the 2021 Great Resignation, we use text analysis and investigate the changes in work- and quit-related posts between 2018 and 2021 on Reddit. We find that the Reddit discourse evolution resembles the dynamics of the U.S. quit and layoff rates. Furthermore, when the COVID-19 pandemic started, conversations related to working from home, switching jobs, work-related distress, and mental health increased, while discussions on commuting or moving for a job decreased. We distinguish between general work-related and specific quit-related discourse changes using a difference-in-differences method. Our main finding is that mental health and work-related distress topics disproportionally increased among quit-related posts since the onset of the pandemic, likely contributing to the quits of the Great Resignation. Along with better labor market conditions, some relief came beginning-to-mid-2021 when these concerns decreased. Our study underscores the importance of having access to data from online forums, such as Reddit, to study emerging economic phenomena in real time, providing a valuable supplement to traditional labor market surveys and administrative data.
KW - COVID-19
KW - Great Resignation
KW - Labor market
KW - Mental health
KW - Quit
KW - Topic modelling
UR - http://www.scopus.com/inward/record.url?scp=85174212632&partnerID=8YFLogxK
U2 - 10.1140/epjds/s13688-023-00417-2
DO - 10.1140/epjds/s13688-023-00417-2
M3 - Article
C2 - 37840553
SN - 2193-1127
VL - 12
SP - 49
JO - EPJ Data Science
JF - EPJ Data Science
IS - 1
M1 - 49
ER -