Evaluating the effectiveness of labor market interventions on reducing the impacts of the COVID-19 pandemic.

This paper evaluates whether different labor market policy interventions taken in response to the COVID-19 pandemic have been effective in reducing its adverse impacts. We construct a database covering 165 countries and 39 labor market interventions grouped into four pillars: stimulating the economy and jobs (pillar 1); supporting enterprises, employment, and incomes (pillar 2); protecting workers (pillar 3); and social dialogue (pillar 4). The results revealed that measures taken under pillars 1, 2, and 3 have reduced the impacts of the pandemic on economic growth; measures under pillar 4 were significantly associated with reducing its impacts on employment and those under pillar 2 with reducing its impacts on working hours.

Fiscal stimulus packages to COVID-19: The role of informality.

In this paper, we use a novel cross-country dataset to investigate the relationship between the prevalence of the shadow economy and fiscal policy responses to the economic crisis induced by the pandemic. The finding is that countries with a relatively larger shadow economy before the pandemic have adopted a smaller fiscal policy package. The results are robust to different econometric specifications, including an instrumental variable estimation. This reinforces the wider literature that countries (especially those with larger shadow economies) generally follow a procyclical policy as opposed to the optimal and countercyclical one.