the phrase "changing the status quo" generally has the connotation of moving away from an undesirable state, instead of moving toward a desirable state.

Yes, looks like a communication problem. The phrase "changing the status quo" has no such connotation for me, at all. I would be happy to call eradicating malaria changing the status quo.