This working paper examines the role of networks and rural-urban linkages to absorb and enhance innovation in rural regions, placing a special focus on the distinctive characteristics of rural areas that drive the different ways they adopt and diffuse innovation. After a review of the literature on innovation and innovation adoption through networks and linkages for rural areas, three enablers of innovation absorption and diffusion through networks and linkages are discussed: place-based networks focusing on digital infrastructure; linkages between people via migration flows; and firm-based networks including university-industry linkages, international trade and foreign ownership, and clusters. It also provides some policy-takeaways.