Assume we are calculating a value-weighted index of a set of stocks that have more or less the same capitalization. However, one of the stocks has substantially larger price than others (although market cap is still on the same level). For example:
Stock A: price 10, market cap 100 000
Stock B: price 15, market cap 120 000
Stock C: price 10000, market cap 110 000
Then value weighted index will be:
10 * (100 000/330 000) + 15 * (120 000/330 000) + 10000 * (110 000/330 000) = 3342
Now if Stock C gets excluded from the index and is replaced by Stock D with price 18 and market cap 110 000, then new value of the index is:
10 * (100 000/330 000) + 15 * (120 000/330 000) + 18 * (110 000/330 000) = 14.5
So the index would drop by 99.6% without any changes to the market cap. Am I missing something here ? Is there a way to adjust for that ? Fundamentally the index should represent average return on a universe of stocks and should not be affected so much by inclusion/exclusion of a single stock.