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No data are excluded on subjective or arbitrary grounds…

“No data are excluded on subjective or arbitrary grounds. No one piece of data is more highly valued than another. The consequences of this policy have to be accepted, even if they prove awkward.” quote by Jennifer K. McArthur
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““No data are excluded on subjective or arbitrary grounds. No one piece of data is more highly valued than another. The consequences of this policy have to be accepted, even if they prove awkward.””

Jennifer K. McArthur

About This Quote

This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.

Treat all data equally without bias; accept any awkward outcomes that result.

In simple terms: All data are equal; accept consequences.

Key Takeaway

Apply uniform data valuation.

Themes

ethics data management fairness

Mood

thoughtful analytical

Type

principled reflective

When to use this quote

  • research analysis
  • policy drafting
  • audit reviews

Key Concepts

bias mitigation policy implementation

Questions to Reflect On

  • How can we balance equality with relevance?
  • When is selective data use justified?
A Different Perspective

May overlook context-specific nuances.

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