Nature recently introduced new guidelines for studies engaging with questions of race, ethnicity or gender. Among others, it asks researchers to explain how they controlled for #confounding variables. We agree this is important, especially because we think #bias and #disparity should be understood in #causal terms. In this #LSE impact blog, @LudoWaltman and I discuss some of the challenges around this.