“…UoA issues , as they are termed in the statistical literature ( Altman and Bland, 1997 ), are not limited to biomedical laboratory studies, and are recognised as a major cause of concern more generally for reported analyses in bioscience and medicine ( Aarts et al, 2014 ; Altman and Bland, 1997 ; Bunce et al, 2014 ; Fleming et al, 2013 ; Lazic, 2010 ; Calhoun et al, 2008 ; Divine et al, 1992 ), and also feed into widely acknowledged issues around the lack of reproducibility and repeatability of much biomedical research ( Academy of Medical Sciences, 2017 ; Bustin and Nolan, 2016 ; Ioannidis et al, 2014 ; McNutt, 2014 ).…”