STEM PhDs /Ina Ganguli and Patrick Gaulé --II. Immigration policy and innovation.High-skill immigration, innovation, and … and Chungeun Yoon --III. Immigration and entrepreneurship.Immigrant entrepreneurs and innovation in the U.S. high … the links between immigration policy in determining who can come into the country and the rate of innovation among …

We characterize the contribution of immigrants to US innovation, both through their direct productivity as well as … Number is assigned. We find immigrants represent 16 percent of all US inventors, but produced 23 percent of total innovation … premature inventor deaths, we find that immigrant inventors create especially strong positive externalities on the innovation …

disaggregates "R" from "D" to study how US firms adjust their innovation investments in response to an external increase in funding …

We model a key step in the innovation process, hypothesis generation, as the making of predictions over a vast …, they use artificial intelligence (AI) instead. We model innovation as resulting from sequential search over a combinatorial … innovation outcomes of interest - the probability of innovation, expected search duration, and expected profit. We describe …