Income gaps among European countries are shrinking, but differences within regions are growing. Regional disparities are no longer just about economic stats, but also about innovation and knowledge. The study looks at how research networks and patent applications affect innovation in Europe. They found that connections between people, institutions, and regions through research networks play a big role in innovation, sometimes more than physical proximity.