This cluster of papers explores the concept of Quadruple Helix innovation ecosystems, emphasizing the interplay between academia, industry, government, and society in knowledge production and regional innovation systems. It delves into the dynamics of Triple Helix models, smart specialization strategies, and Mode 3 knowledge production, aiming to foster sustainable development and collaborative innovation within social systems.