In this paper, I critically and analytically describe the book Classic Grounded Theory: Applications with Qualitative and Quantitative Data (Holton and Walsh 2017). I also offer reflections on the development of grounded theory methodology, and on the (in)consistencies of its procedures and epistemological assumptions. Finally, I offer some possibilities for developing classic grounded theory based on the proposals included in the book.