This paper complements the main experimental result reported in Takahashi et al. (Evolut Inst Econ Rev 16:357–374, 2019) to a deeper understanding of subjects’ bidding behavior under VCG mechanism. In experiment, there are two types appearance information about bidders’ valuations item given them and bids they asked submit: one is unit themselves (Appearance 1) other multiplied by number units ...