Healthcare staff/PPE epidemic modelling - looking for data and modelling advice

I’m building a mathematical model to understand the effect that healthcare workers and PPE availability can have on the current epidemic situation. I’d appreciate data to train my model and may be suggestions from firsthand experience of the healthcare situation.