-native earnings gap across the entire earnings distribution, across continents of nationality and across cohorts of arrival in the UK … individual characteristics on earnings. This helped us to prevent selectivity biases such as cohort bias and survivor bias, which … are disproportionately non-white, suffer an earnings penalty in the labour market, whereas higher paid immigrants, whom …