Fig. 2: Structural equation modeling (SEM) of the relationships between the variables.

The coauthor count represents doctoral students’ coauthor count; the coauthorship unit count represents doctoral students’ coauthorship unit count; the SM coauthorship count represents the student-mentor coauthorship count; and the partnership ability index represents doctoral students’ partnership ability index.