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Active labour market policy will need to be front and centre.The COVID-19 emergency has had a dramatic impact on market incomes and income support policies. The lack of timely available data constrains the estimation of the scale and direction of recent changes in the income distribution, which in turn constrain policymakers seeking to monitor such developments. We overcome the lack of data by proposing a dynamic calibrated microsimulation approach to generate counterfactual income distributions as a function of more timely external dat