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Firm-level exposure to epidemic diseases: COVID-19, SARS, and H1N1. NBER Working Paper 26971. Cambridge, MA: National Bureau of Economic Research.

This paper constructs a method to measure firm-level exposure to epidemic diseases by counting the number of times the disease is mentioned in the quarterly earnings conference call that public-listed firms host with financial analysts. The authors gathered data on the transcripts of these conference calls from January 2001 to March 2020 for 11,943 firms…Read More

The impact of COVID-19 on gender equality. NBER Working Paper 26947. Cambridge, MA: National Bureau of Economic Research. 

The fall in employment resulting from social distancing measures in response to COVID-19 has largely affected sectors with high female employment. Further, based on the existing distribution of childcare duties, the challenges created by school and daycare closures have affected the employment of mothers to a greater extent than fathers. Since past labour market experience…Read More

How are small businesses adjusting to COVID-19? Early evidence from a survey. NBER Working Paper 26989. Cambridge, MA: National Bureau of Economic Research.

To better understand the impact of COVID-19 on small businesses in the US, 5,819 surveys were conducted with members of “Alignable,” a network-based platform focused on the small business ecosystem. On average, businesses reported reducing their employee count by 40% compared to the beginning of 2020. In addition, of those firms surveyed, 43% had to…Read More

The labour market policy response to COVID-19 must save aggregate matching capital. London, UK: VoxEU CEPR Policy Portal. 

Developed countries are now aggressively deploying fiscal and monetary policies to prevent a global economic catastrophe caused by the coronavirus. However, the authors suggest avoiding policies that would encourage a major, persistent reallocation of employment, which could result in the sudden destruction of firm-specific human capital and its customer base. Instead, policies should facilitate quick…Read More

The challenges for labour market policy during the Covid-19 pandemic. London, UK: The Institute for Fiscal Studies. 

In the UK, the COVID-19 pandemic has caused a temporary but radical shift in economic activities, causing sharp declines in labour market demand in some sectors, while simultaneously creating shortages in others. The article suggests that the UK government should implement measures designed to temporarily reallocate laid-off workers to sectors with labour shortages. Additionally, the…Read More

The robots are ready as the COVID-19 recession spreads. Washington, DC: Brookings Institution. 

As virus-related recession fears escalate, the authors discuss the potential increase and acceleration in automation that could stem from COVID-19 despite the higher unemployment in the US. The authors argue that labour becomes relatively more expensive in the wake of significant declines in firm revenue. The increased incidence of labour-replacing automation, they say, could leave certain workers…Read More
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