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5 million people in the general population (HR 1.46, 95%CI 1.15 to 1.86) with strongest associations for patients with RA (n = 29,440, HR 1.72, 95%CI 1.29 to 2.3 and vasculitides (n = 4072, HR 1.82, 95%CI 0.91 to 3.64). There was no increased incidence of COVID-19 hospitalisation associated with TNF-inhibitor, hydroxychloroquine nor glucocorticoid use. COVID-19 admitted patients with RA had a HR of 1.43 (95% CI 0.80 to 2.53) for a severe outcome. Patients with IRD were more likely to be admitted with COVID-19 than the general populati