Impact of the quality and diversity of reference products on creative activities in online communities

In creativity research, an important unresolved issue relates to identifying the kind of information an individual should be exposed to in order to be highly creative. We aimed to gain insights into this issue; we collected and statistically analyzed three datasets related to three large online communities (namely Cities: Skylines, SCP-wiki, and Archive of Our Own) engaged in mod development and novel writing to examine whether the quality and diversity of other people’s products referred to have a positive effect on product generation. Our analysis revealed the following three findings: (1) the quality diversity of reference products generated by others has the most positive impact on the quality of generated products when it is neither high nor low, (2) the content diversity of reference products generated by others has a negative impact on the quality of generated products, and (3) the quality of reference products generated by others has a negative impact on the quality of generated products when it is extremely high. We conclude by discussing the implications of the findings for creativity research.

Keisuke Sato, Kunhao Yang, Kazuhiro Ueda