This may be a little more of a statistics question but thought I'd give it a shot here.
So my company earns money from doctors. For this quarter, we made money from 20 doctors. Each doctor has a revenue, and a profit % associated with that revenue.
In the aggregate, average profit for this quarter for all doctors is 30%.
I want to find the IMPACT of each doctor to the profit percentage.
Now the impact of a doctor has two pieces to it, right?
1. The dollar amount of revenue (the more the revenue, the more that revenue is weighted in the average and thus the more IMPACT it has on the overall 30% average profit) and
2. The profit percentage itself (the further it is from 30%, the more it “pulls” the average in that direction. E.g. even if dollar amount of revenue is equal, a doctor with 50% profit will change the mean more than a doctor with 35% profit).
I want to chart out this impact statistic somehow. Any idea on how to mathematically distill what I’m looking for into one “impact” number? Would be more positive the more it “pulls” the mean up and more negative it "pulls" the mean down.
Also, once I get that number, is there a particular chart type that would be most effective in displaying that information?
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