The quality of collaboration is not well identified in existing research, and it might be useful to differentiate between direct supervisors and standard scientific research collaborations (Qi et al, 2017).
Qi et al’s findings are derived from data from the field of physics, while Li et al mention that they are confidence in their findings, but that deeper research could be done.