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A small sample, we repeat, is rarely the big scientific…

“A small sample, we repeat, is rarely the big scientific problem. Interpretation is.” quote by Stephen Thomas Ziliak
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““A small sample, we repeat, is rarely the big scientific problem. Interpretation is.””

Stephen Thomas Ziliak

About This Quote

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

Small samples often fail to capture the true nature of scientific issues; interpretation matters more.

In simple terms: Interpretation can outweigh sample size.

Key Takeaway

Focus on thoughtful analysis.

Themes

science statistics interpretation research methodology

Mood

analytical critical

Type

academic scientific

When to use this quote

  • academic research
  • policy making
  • education

Key Concepts

epistemology critical thinking data analysis

Questions to Reflect On

  • How does interpretation shape scientific conclusions?
  • When is a small sample sufficient?
A Different Perspective

May undervalue quantitative rigor.

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