Growth models that incorporate non-rivalry and/or externalities imply that the size of an economy may influence its long-run growth rate. Such implied scale effects run counter to empirical evidence. This paper develops a general growth model to examine conditions under which balanced growth is void of scale effects. The model is general enough to replicate well known exogenous, as well as endogenous, (non-) scale models. We derive a series of propositions that show that these conditions for non-scale balanced growth can be grouped into three categories that pertain to (i) functional forms, (ii) the production structure, and (iii) returns to scale.