There is speculation about potential changes to tax policies under Andy Burnham's leadership, including the possibility of scrapping stamp duty. Some outlets suggest that Burnham may consider cutting or scrapping stamp duty, particularly for first-time buyers or on shares, as a way to support businesses or homeowners. The exact details of Burnham's tax plans, including whether he will raise or lower other taxes, are unclear.