@techreport{GraeberKritikosSeebauer2021,
  type      = {Working Paper},
  author    = {Graeber, Daniel and Kritikos, Alexander and Seebauer, Johannes},
  title     = {COVID-19: a crisis of the female self-employed},
  series = {CEPA Discussion Papers},
  journal   = {CEPA Discussion Papers},
  number    = {27},
  issn      = {2628-653X},
  doi       = {10.25932/publishup-49810},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-498108},
  pages     = {72},
  year      = {2021},
  abstract  = {We investigate how the economic consequences of the pandemic, and of the government-mandated measures to contain its spread, affect the self-employed - particularly women - in Germany. For our analysis, we use representative, real-time survey data in which respondents were asked about their situation during the COVID-19 pandemic. Our findings indicate that among the self-employed, who generally face a higher likelihood of income losses due to COVID-19 than employees, women are 35\% more likely to experience income losses than their male counterparts. Conversely, we do not find a comparable gender gap among employees. Our results further suggest that the gender gap among the self-employed is largely explained by the fact that women disproportionately work in industries that are more severely affected by the COVID-19 pandemic. Our analysis of potential mechanisms reveals that women are significantly more likely to be impacted by government-imposed restrictions, i.e. the regulation of opening hours. We conclude that future policy measures intending to mitigate the consequences of such shocks should account for this considerable variation in economic hardship.},
  language  = {en}
}
@techreport{CaliendoGraeberKritikosetal.2022,
  type      = {Working Paper},
  author    = {Caliendo, Marco and Graeber, Daniel and Kritikos, Alexander and Seebauer, Johannes},
  title     = {Pandemic Depression: COVID-19 and the Mental Health of the Self-Employed},
  series = {CEPA Discussion Papers},
  journal   = {CEPA Discussion Papers},
  number    = {46},
  issn      = {2628-653X},
  doi       = {10.25932/publishup-54899},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-548999},
  pages     = {65},
  year      = {2022},
  abstract  = {We investigate the effect of the COVID-19 pandemic on self-employed people's mental health. Using representative longitudinal survey data from Germany, we reveal differential effects by gender: whereas self-employed women experienced a substantial deterioration in their mental health, self-employed men displayed no significant changes up to early 2021. Financial losses are important in explaining these differences. In addition, we find larger mental health responses among self-employed women who were directly affected by government-imposed restrictions and bore an increased childcare burden due to school and daycare closures. We also find that self-employed individuals who are more resilient coped better with the crisis.},
  language  = {en}
}