COVID-19 has exacerbated concerns about the rise of the robots and other automation technologies. This paper analyzes empirically the impact of past major pandemics on robot adoption and inequality. First, we find that pandemic events accelerate robot adoption, especially when the health impact...

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...

We rely on real-time data from one of India's largest job portals (Shine.com) to study how COVID-19 (and the associated lockdown measures) impacted the Indian labor market. Detailed firm-level vacancy postings reveal a dramatic contraction in hiring: the number of firms posting jobs, and the...

Over the last 15 years, 11 states have restricted employers' access to the credit reports of job applicants. We estimate that county-level job vacancies have fallen by 5.5 percent in occupations affected by these laws relative to exempt occupations in the same counties and national-level...

This paper studies the probability of filling a vacancy, how it varies with the number of unemployed and number of vacancies in the local labor market, and what impact it has on employment. A greater availability of unemployed workers should make it easier for a firm to fill a vacancy but more...

Gross job and worker flows in Russian industry are studied using panel data from a recent survey of 530 firms selected through national probability sampling. The data permit an examination of several important measurement issues; including the timing and definition of employment, the roles of...

Over the past decade, the share of jobs not controlled by the state has increased considerably, whilst employment in agriculture has declined, against the backdrop of ongoing urbanisation. Over 200 million people have been drawn into urban areas through official or unofficial migration, despite...

This paper measures the job-search responses to the COVID-19 pandemic using realtime data on vacancy postings and job ad views on Sweden's largest online job board. First, new vacancy postings drop by 40%, similar to the US. Second, job seekers respond by searching less intensively, to the...

Recruitment behavior is important for thematching process in the labormarket. Using unique linked survey-administrative data, we explore the relationships between hiring and recruitment policies. Faster hiring goes along with higher search effort, lower hiring standards and more generous wages....

Using a novel database of 159 million online job postings, we examine changes in employer skill requirements for education and specific skillsets between 2007 and 2017. We find that upskilling - in terms of increasing demands for bachelor's degrees as well as software skills - was a persistent...