We develop a generalised impulse response function (GIRF) approach to explore the different impacts of aggregate and sectoral shocks within a VAR-GARCH-M model. Using the output of our GIRF analysis, we explore the behaviour of three European countries (Germany, Spain and the UK). We analyse the...

This paper considers the role of non-pharmaceutical interventions (NPIs) and economic support measures (ESM) in affecting excess unemployment insurance claims in the U.S. Using a panel Vector AutoRegressive specification, we find that unemployment claims are significantly affected by both...

This paper re-examines Lilien's sectoral shifts hypothesis for U.S. unemployment. We employ a monthly panel that spans from 1990:01 to 2011:12 for 48 U.S. states. Panel unit root tests that allow for cross-sectional dependence reveal the stationarity of unemployment. Within a framework that...