Since starting over a hundred years ago social work has been occupied with the division into academic and practical knowledge. A common theme in scientific journals of social work is how this gap can be understood and resolved. The initial purpose of this article was to carry out a systematic review to find out if and how the gap could be bridged. Because few independent studies could be found, the study instead took the form of a scoping review with more included articles. The results show concrete suggestions as to how to bridge the gap, but also three discourses with dissimilar problem definitions and solutions. The emergence of proposals such as the evidence-based practice and its diverse combinations, the formation of new institutions, and today’s globalisation triggers this fragmentation. The consequences are vast confusions of opinions and explanations which illustrate competing knowledge positions. The authors propose that researchers and practitioners should orient themselves in this landscape when building bridges between academia and practice. Instead of taking the research–practice gap for granted, they suggest that social work should relate more closely to these three discourses.