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Nobody should try to use data unless he has collected data.

“Nobody should try to use data unless he has collected data.” quote by W. Edwards Deming
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“Nobody should try to use data unless he has collected data.”

W. Edwards Deming

About This Quote

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

Data must be gathered before it can be trusted for analysis or decision‑making.

In simple terms: Collect data first, then use it.

Key Takeaway

Gather reliable data before drawing conclusions.

Themes

data integrity decision making analysis

Mood

cautious analytical

Type

advisory pragmatic

When to use this quote

  • market research
  • clinical trials
  • policy development
  • product testing

Key Concepts

statistics measurement theory quality control

Questions to Reflect On

  • How do you ensure data quality?
  • When is it acceptable to rely on existing data?
A Different Perspective

Data collection can be costly and time‑consuming, limiting rapid insight.

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