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.