Seropositivity at the time of study enrolment was used as the dependent variable. Participants’ age, sex, ethnicity (white vs BAME), number of household co-occupants, the index of multiple deprivation score, whether an individual isolated because they directly experienced symptoms or isolated because a family member experienced symptoms and public transport use in the two weeks prior to isolation were used as independent variables. Odds ratios (OR) and 95% confidence intervals (CI) are provided. The area under the receiver operator curve of this model was 0.58, p=0.0007.