Miscellaneous Knowledge Notes

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  • Publication
    SMS Girl Data Insights: How Has COVID-19 Affected Support for Girls’ Education in Punjab, Pakistan?
    (World Bank, Washington, DC, 2021-04) Hasan, Amer; Tahir, Ayesha
    This brief presents initial findings from an ongoing phone survey of families in Punjab, Pakistan designed to assess what is happening to girls’ elementary school education during COVID-19. The data used in this brief describe the experiences of 5,898 families in Punjab between August and October 2020. Data have been weighted to make the sample representative of all schools in Punjab. This brief provides information from an on-going survey. Further data is being collected and analyzed. Subsequent briefs will provide updates on these families as we learn more about their experiences. Unless otherwise noted, statistics are based on the full sample of households contacted, 90 percent of which are families with girls in grades 5-7 before the pandemic. Statistics are weighted to make the sample representative of all schools in Punjab and to allow comparisons between boys and girls.
  • Publication
    Impacts of COVID-19 on Labor Markets and Household Well-Being in Pakistan: Evidence From an Online Job Platform
    (World Bank, Washington, DC, 2021-02) Tas, Emcet O.; Ahmed, Tanima; Matsuda, Norihiko; Nomura, Shinsaku
    This brief uses the administrative database of Pakistan’s largest online job platform and an online COVID-19 survey to examine the gender impacts of the COVID-19 pandemic on labor markets and other well-being indicators. The analysis shows that the pandemic led to an unprecedented level of economic insecurity, resulting in widespread job loss, business closures, slowdown in business activity, and reduced working hours. The sectors where women are more likely to be employed, such as education and health, were more severely affected, yet the post-pandemic recovery was faster for males. The pandemic has also led to a disproportionate increase in women’s unpaid care work, as well as increasing their reported rates of stress, anxiety and exposure to violence. These findings suggest that impacts resulting from COVID-19 might lead to further declines in women’s participation in the economy in Pakistan, where women’s labor force participation is already among the world’s lowest.