The researchers called what happened between dissertation and journal publication ‘the chrysalis effect’. By the time they reached their final publication, initially ugly sets of findings had often metamorphosed into handsome butterflies, with messy-looking, non-significant results dropped or altered in favour of a clear, positive narrative.75 In most cases, the students probably thought that by nixing such results they were letting their data more clearly ‘tell a story’

