systematic bias
Frequency: 7.08.8 per million words
A bias that is built into a system, process, or organization.
Categories:
Examples (10)
- Researchers must carefully design their studies to avoid systematic bias.
- The survey's methodology introduced a systematic bias, skewing the results towards a younger demographic.
- Without proper randomization, a systematic bias can invalidate the entire experiment.
- The hiring algorithm was found to have a systematic bias against female applicants.
- Developers are working to identify and eliminate systematic bias in their machine learning models.
- There is evidence of a systematic bias in the criminal justice system that disproportionately affects minorities.
- The promotion process was audited to correct for any systematic bias favouring internal candidates.
- Financial models can contain a systematic bias if they fail to account for certain market variables.
- The historian's work was criticized for a systematic bias towards Western perspectives.
- Identifying a systematic bias is the first step toward creating a fairer and more objective system.