For example, if a manager gives 10 performance reviews, five to men and five to women, and four out of the highest five are women, it should at the very least call for an inquiry into whether there might be a pro-female bias in the process.
"In light of the safeguards designed to minimize racial bias in the process, the fundamental value of jury trial in our criminal justice system, and the benefits that discretion provides to criminal defendants," Justice Powell wrote, "we hold that the Baldus study does not demonstrate a constitutionally significant risk of racial bias affecting the Georgia capital sentencing process".
She found herself exploring a part of the internet that was full of complicated theories about social hierarchies, propaganda, and gender bias, in the process reading story after story of men being discriminated against in family courts and custody battles.
To obtain an indication of the systematic influence of sources of bias in a peer review process, in research evaluation it is proposed that the process of peer reviewing should be studied continuously and that any evidence of bias in the process should be brought to the attention of the editor for correction and modification of the process [46], [47].
Interestingly, there seems to be an inherent bias in the process, with some circularized DNA being preferentially amplified or sequenced.
In addition, the use of a self-reported questionnaire could have allowed bias in the process of data recording.
This contribution presents systematic biases in the process of generating health data by using a step-by-step explanation of the DISEASE FILTER, a heuristic instrument that we designed in order to better understand and evaluate health data.
Though, the algorithms have to be carefully tuned so as to not themselves create weird quirks or biases in the process.
The data were collected in a mail-based survey, which was administered carefully to reduce biases in the process and among participants (Dillman 1991; Dillman et al. 1993).
There seem to persist chemical or mechanical biases in the process that lead to surprising biases, such as overrepresentation of some k-mers in the middle of reads.
