Also tell them that when they apply for funding only scientific research which is available in open journals will be considered.
You'd then get people not only submitting new research in open journals, but making all their backlog available as well to increase their odds of getting funding.
That would chip away even more at the moat of companies like Elsevier since presumably much of their funding is from universities who'll need access to historical research for a long time.