We analyze a new management survey for around 1,000 firms and 10,000 employees across two large provinces in China. The unique aspect of this survey is it collected management data from the CEO, a random sample of senior managers and workers. We document four main results. First, management...

For many newly emerging jobs, labour-market mismatches prevail as workers and firms are unable to apply precise occupation taxonomies and training lags behind workforce needs. We report on how data can enable useful foresight about skill requirements and training needs, even when that data has...

Cyberattacks have risen to become one of the most critical global risks. Despite increasing investments to combat cyberattacks, there remains a significant, often unnoticed vulnerability: employees. Previous literature reveals that over two-thirds of cyberattacks within organizations result from...