Data Quote by Kate Crawford
“Hidden biases in both the collection and analysis stages present considerable risks and are as important to the big-data equation as the numbers themselves.”
About This Quote
Source Article: Unknown (academic writing on data ethics), null
Biases in data collection and analysis are as risky as the data itself, affecting outcomes.
In simple terms: Data bias is as dangerous as bad numbers.
Key Takeaway
Address bias at every stage.
Themes
bias
data ethics
risk
Mood
analytical
cautious
Type
academic
informative
When to use this quote
- research
- business intelligence
- policy making
Key Concepts
methodology
statistics
fairness
Questions to Reflect On
- How can we detect hidden bias?
- What safeguards ensure unbiased analysis?
A Different Perspective
Bias mitigation can be costly and complex.
![“We [in Think Broader.] went through and looked at coverage in different industries and were able to point out to newsrooms that they had these hidden biases. We'd do a review and provide a report card, and provide our suggestion on how to avoid bias.” quote by Paula Broadwell](https://sms4smile.com/quotes/img-quotes/b48/paula-broadwell-12073_able_we-in-think-broader-went-through-and-loo_1324482.jpg)
![“[Brazil] went to the UN and said, "We need new standards for this." We need to take a look at what they're calling "data sovereignty."” quote by Edward Snowden](https://sms4smile.com/quotes/img-quotes/af7/edward-snowden-555_brazil_brazil-went-to-the-un-and-said-we-need-n_14906.jpg)
