A government source said the review had no completion date, and ministers had not set a target for how many quangos, or quasi-autonomous non-governmental organisations, they wanted to abolish.
The source said the review be particularly focused on quangos dealing with policy issues of national importance.
The review comes after Prime Minister Sir Keir Starmer announced plans to abolish NHS England, which Labour has described as the world's biggest quango.
The organisation will be brought into the Department of Health and Social Care (DHSC), in a radical overhaul of the management structure of the NHS.
The move is part of the government's drive to slim down the Civil Service, with a view to saving money and restructuring how the state works.
Last month, Sir Keir told his ministers they should take more responsibility for decisions rather than "outsourcing" them to regulators.