Mental health concerns precede quits: Shifts in the work discourse during the Covid-19 pandemic and great resignation

R. Maria del Rio-Chanona, Alejandro Hermida-Carrillo, Melody Sepahpour-Fard, Luning Sun, Renata Topinkova, Ljubica Nedelkoska

Research output: Contribution to journalArticlepeer-review

Abstract (may include machine translation)

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.

Original languageEnglish
Article number49
Pages (from-to)49
Number of pages26
JournalEPJ Data Science
Volume12
Issue number1
DOIs
StatePublished - 12 Oct 2023
Externally publishedYes

Keywords

  • COVID-19
  • Great Resignation
  • Labor market
  • Mental health
  • Quit
  • Topic modelling

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