What Happens When a Currency's Economic Data Becomes Less Reliable?

Economic statistics can sometimes be affected by collection problems, delayed reporting or changes in methodology. If traders are uncertain about the reliability of a country's figures, how should that influence their analysis? Would you rely more heavily on alternative indicators, wait for clarification or reduce the importance of the affected data?