Fairness

Last updated Jun 5, 2023

A quality of Data analysis that does not create or reinforce bias

Examples:

• Making sure a sample population represents all groups
• Considering systematic factors that may influence data
• Factoring in social contexts that could create bias in conclusions
• Collect the data in an objective way
• Think through the “who, what, where, when, how, and why” of your data

A question that makes assumptions or is difficult to answer honestly

Refs:

• Data