This study identifies clusters of U.S. and Canadian metropolitan areas with similar knowledge traits. These groups … - ranging from Making Regions, characterized by knowledge about manufacturing, to Thinking Regions, noted for knowledge about … activities. In addition these knowledge-based clusters help explain the types of regions that have levels of economic development …

function (IPF) and propose three models relating innovation, AI and population: AI as a research-augmenting technology; AI as … researcher scale enhancing technology; and AI as a facilitator of innovation. We show, performing model simulations calibrated on …

This study explores the impact of social capital on innovation by constructing a more general measure of social capital … that social capital has a positive impact on innovation at the national level. After controlling for R&D expenditure and … human capital there is a positive relationship between social capital and innovation. Social capital interacts with …