Higher Degree Researchers (HDRs) in Australia tertiary education programs must achieve mastery of complex skills, theories, and concepts. Non-traditional HDRs, especially those enrolled part time and remotely, face barriers to achieving these outcomes. This concise paper uses the case study of a regional university in Australia to investigate the theoretical underpinnings of technology use to promote HDR communities of learning, especially for part time and remote researchers.