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The weaker the data available upon which to base one's…

“The weaker the data available upon which to base one's conclusion, the greater the precision which should be quoted in order to give the data authenticity.” quote by Norman Ralph Augustine
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“The weaker the data available upon which to base one's conclusion, the greater the precision which should be quoted in order to give the data authenticity.”

Norman Ralph Augustine

About This Quote

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

When data is weak, claims must be stated with high precision to maintain credibility.

In simple terms: Weak data needs precise wording for trust.

Key Takeaway

Quote precisely when evidence is limited.

Themes

precision credibility communication

Mood

cautious analytical

Type

advisory informative

When to use this quote

  • business reports
  • academic papers
  • legal testimony
  • media statements

Key Concepts

information theory epistemology risk management

Questions to Reflect On

  • How can you improve data quality before quoting?
  • When is it acceptable to be vague?
A Different Perspective

Precision cannot replace the need for better data.

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