Fig. 1From: In health research publications, the number of authors is strongly associated with collective self-citations but less so with citations by othersConceptual model: an ambitious study is more likely to have greater general scientific utility, and may require more extensive scientific collaboration, hence a greater number of co-authors. General scientific utility drives all citations – citations by others, but also self-citations. Authors’ self-referential usage drives self-citations only. Rectangles represent observed variables; ovals represent latent variables. Collective self-citations encompass the self-citations by all k co-authorsBack to article page