UK's experience since introducing a minimum wage doesn't bear this out. All the warnings of inflation, fewer jobs and so on were given. They haven't come to pass.
Even those you might expect to stand against a minimum wage, like some of those bodies and the Tory party who argued hard against its introduction, have called for increases beyond inflation.