There are varieties of factors that can  contribute to significant errors in research studies. To help steer away from  these, it is especially important to minimize the influence of participant  bias, or what is commonly referred to as self-reported measures. These include issues such as social  desirability bias, self-evaluation  bias and forgetfulness,  all of which can affect the outcome and validity of data.