“…These studies again found positive associations [14,18,20,21,23,24], albeit of a smaller magnitude (≤11% increased risk), except one study, where fully adjusting for confounders removed the positive association [19]. However, some of these studies included low numbers of cases [12,14,16,19], some did not include a sample representative of the entire population [15,19] or suffered from participation bias [17,16,19], some only investigated one pollutant [20], and some did not adjust for all of the known risk factors which include age, sex, ethnicity, deprivation and health comorbidities [13,12,14,18,21]. All of these risk factors have been shown to confound the positive relationship between air pollution and COVID-19 mortality [25,6,26,27].…”