How can a scientist prevent bias in a scientific investigation

Bias is, in essence, a motive to persuade in one direction. The best way to prevent bias is to only provide the facts, no matter how harrowing they might turn out to be. Keep in mind that withholding information could also be considered bias and your information would be considered faulty.