We examine the correlates of reported hiring difficulties at the firm level using linked employer-employee and panel survey data over 2005-2011, focussing on the relative influence of firm-level characteristics, persistence, the business cycle and local labour market liquidity. At both the...

This paper examines the dynamics of employment adjustment in New Zealand, focusing on the response of firms to the 2008/09 Global Financial Crisis. We use data from Statistics New Zealand's prototype Longitudinal Business Database (LBD) to examine firms' employment responses to output shocks...

We describe an unsupervised method for delineating functional labour market areas (LMAs) in national commuting networks. Our method uses the Louvain algorithm, which we extend to support top-down hierarchical LMA classification and estimable classification stabilities. We demonstrate our method...