How do you avoid bias during an experiment?

This may sound odd,but by continued experimenting we learn humility and the sense to realise that our initial constucts are not always correct.The main point I guess is to keep on experimenting until you get the results you are striving for and learn from your mistakes.keep an open child like mind and you will fare better.