Treasurer Scott Morrison has used London's expensive property market as an argument against scrapping negative gearing to improve housing affordability in Australian cities such as Sydney.

Speaking to The Australian Financial Review at an Australia Day function in the British capital on Thursday, Mr Morrison dismissed calls from Labor and some Coalition backbenchers for the government to consider winding back tax concessions for property investors as part of new housing affordability measures due to be released at the May budget.