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Scientific data are not taken for museum purposes; they…

“Scientific data are not taken for museum purposes; they are taken as a basis for doing something. If nothing is to be done with the data, then there is no use in collecting any. The ultimate purpose of taking data is to provide a basis for action or a recommendation for action. The step…” quote by W. Edwards Deming
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“Scientific data are not taken for museum purposes; they are taken as a basis for doing something. If nothing is to be done with the data, then there is no use in collecting any. The ultimate purpose of taking data is to provide a basis for action or a recommendation for action. The step intermediate between the collection of data and the action is prediction.”

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 should serve as a foundation for decisions and actions, not merely be collected for its own sake.

In simple terms: Data is useful only when it leads to action.

Key Takeaway

Collect data to inform action.

Themes

decision‑making action data prediction

Mood

analytical pragmatic

Type

advisory strategic

When to use this quote

  • business strategy
  • policy development
  • research planning
  • process improvement

Key Concepts

statistics predictive modeling measurement

Questions to Reflect On

  • How do you ensure data translates into actionable insight?
  • What barriers prevent data from informing decisions?
A Different Perspective

Data alone does not create value without interpretation and implementation.

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