First systematic review of how the aquaculture literature has approached innovation. The Transfer of Technology approach with a farm-level focus is still the predominant approach to aquaculture innovation. Studies with cross-fertilizations between different approaches to aquaculture innovation are limited. A new framework for innovation in aquaculture proposes cross-fertilization between approaches to address complex problems.