The move came after the Left Party withdrew its support for the prime minister over his government's refusal to amend rent control rules, which deprived Lofven the parliamentary majority necessary to avoid resignation, Radio Sweden said.
The Christian Democrats and moderate parties will back the motion to bring down the government, the broadcaster added.
If the prime minister fails to garner majority support in the 349-seat parliament, the entire government will have to resign.