This paper compares the wage structure between the public and private sectors in Japan by using a large microdata set covering public and private sector employees. Rather than comparing overall wage levels, we examine the differences in relative wages by gender, age, education, and region....

By using administrative data from New Zealand, we assess the relative importance of job-finding, and job-to-job transition rates for wage dynamics. We exploit the regional variation and find that wages are closely linked to job-to-job transitions and less so to the job- finding rate. Further,...

This paper quantitatively examines the effects of aging on labor productivity using individual worker data in Korea. We find that attainment of information and communications technology (ICT) skills and participation in job-related training can help older workers stay productive. The estimation...

By conducting a high-frequency event study similar to Gürkaynak et al. (2005), we find that two factors are needed to adequately capture the effects of monetary policy announcements for a non-inflation targeting emerging market economy, Malaysia. These factors are the surprise changes in the...

We present a new measure of producers’ aggregate importance in a production economy with input-output linkages. Unlike existing measures, which capture the impact of an isolated TFP shock to a sector on aggregate output, we quantify how a sector amplifies simultaneous shocks to all producers...

We show how random subspace methods can be adapted to estimating local projections with many controls. Random subspace methods have their roots in the machine learning literature and are implemented by averaging over regressions estimated over different combinations of subsets of these controls....

We analyze the distributional consequences of uncertainty shocks in the U.S. economy at a business cycle frequency. Our findings reveal that uncertainty shocks have heterogeneous effects across income and wealth distribution. While their impact on income inequality appears marginal when measured...

An updated version of our Markov-switching model of U.S. real GDP clearly suggests the COVID-19 recession was more U shaped than L shaped. As with linear time series models, it is important to account for extreme outliers during the pandemic, but a simple decay function for volatility from...

We study the effects of financial uncertainty on investment dynamics in the U.S. using a vector autoregression with drifting parameters and stochastic volatilities. We find time-varying negative effects of financial uncertainty shocks on investment. These effects have declined in the post-WWII...

This paper estimates the impact of uncertainty shocks in a disaggregate model featuring state-level unemployment and uncertainty, which is measured using Google search data. We show that the disaggregate model captures important spillover effects which a model using aggregate data would overlook...