We created 300 rows of data, equivalent to 300 returned questionnaires, for several latent variables and indicators based on a Monte Carlo simulation (Robert & Casella, 2005; Paxton et al., 2001). Using this method we departed from a “true” model, which is a model for which we know the nature and magnitude of all of the relationships among variables beforehand. The true model was based on an actual study of the effects of e-collaboration technology use on team-based project success, which was previously used by Kock & Lynn (2012) to illustrate their discussion of vertical and lateral collinearity. At the time of this writing this data set was publicly available from the WarpPLS web site: http://warppls.com