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Real exchange rates take into account of effects of inflation, so it is a measure of what you can actually buy (i.e. purchasing power). So in this case, say 1 USD = 1 EUR at first, then if real exchange rates increase USD/EUR, it means 1 EUR can buy 3% more USD, i.e. purchasing power increases for EUR.
So when looking at the equation:
USDreal = USDnom / CPI-USD , where CPI represents consumer price index (a measure of inflation)
and
EURreal = EURnom / CPI-EUR
Thus, the real exchange rate (USDreal / EURreal) relates to the nominal exchange rate (USDnom / EURnom) by:
USDreal / EURreal = (USDnom / CPI-USD) / (EURnom / CPI-EUR)
= (USDnom / CPI-USD) × (CPI-EUR / EURnom)
= (USDnom / EURnom) × (CPI-EUR / CPI-USD)
So when real exchange rates increases by 3% – and if that is the only information – we can’t tell what direction and size of changes are happening with nominal exchange rates and ratio of inflation between those countries. That’s what the last 2 sentences in the explanation meant.
Does this help?