The growing concern over the change in climatic conditions and the management and conservation of biological resources makes it necessary to create models suitable for the sustainable management of these resources. The bioeconomy suggests a model based on the production of renewable biological resources and the conversion of these resources into value-added products. The main aim of this article is to assess the impact of the bioeconomy on the scholar. This manuscript also aims to continue and update this discussion of public policies oriented toward a bioeconomy. This research follows a computed analysis based on the R package using Biblioshiny, a web interface for Bibliometrix analysis; this approach offers a positive alternative for studying bioeconomic literature in the traditional bibliometric analysis. This is one of the first research which analyzes the literature pathways of the bioeconomy issue using a computational analysis. Our article concludes that the principles of the bioeconomy have a strong potential to address these related challenges to manage and maintain the environment.