“…In this scenario, a correlation analysis between the two scales (Figure 2B), indicates an almost perfect linear relationship (Pearson's ρ = .999, BF10 = 7.30 x 10 143 ). Considering how correlations have been previously used to test validity (e.g., Charalambous, Phylactou, Kountouri, et al, 2022;Charalambous, Phylactou, Elriz, et al, 2022;Drevon et al, 2017;Hilari et al, 2018;Yaşar et al, 2021), we should assume that the scale with the systematic error is a valid measure, since the correlation is almost perfect, despite the fact that in every measure by the faulty scale there is a constant difference from the actual weight between 4.9 kg and 5.1 kg. In other words, the results from this correlation analysis are misleading and can be misinterpreted as evidence of high validity, even though the two tools provide different observations.…”