Influences on a study that can lead to invalid conclusions about the study results. Also known as systematic error or deviation from truth. It occurs as a result of defects in the study design or the way the study is carried out or owing to confounding variables. Bias can occur at various stages in the research process, e.g. in the collection, analysis, interpretation, publication or review of research data.