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Conclusion Quote by Edmund Pellegrino

“Measurement has too often been the leitmotif of many investigations rather than the experimental examination of hypotheses. Mounds of data are collected, which are statistically decorous and methodologically unimpeachable, but conclusions are often trivial and rarely useful in decision making…” quote by Edmund Pellegrino
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“Measurement has too often been the leitmotif of many investigations rather than the experimental examination of hypotheses. Mounds of data are collected, which are statistically decorous and methodologically unimpeachable, but conclusions are often trivial and rarely useful in decision making. This results from an overly rigorous control of an insignificant variable and a widespread deficiency in the framing of pertinent questions. Investigators seem to have settled for what is measurable instead of measuring what they would really like to know.”

Edmund Pellegrino

About This Quote

Overemphasis on measurable data leads to trivial conclusions; deeper questions should guide research.

In simple terms: Focus on meaningful questions, not just data.

Key Takeaway

Prioritize hypothesis-driven inquiry.

Themes

research data measurement hypotheses

Mood

critical analytical

Type

explanatory null

When to use this quote

  • scientific studies
  • policy analysis
  • decision making

Key Concepts

methodology critical thinking

Questions to Reflect On

  • How can we balance measurement with relevance?
  • What questions are being overlooked?
A Different Perspective

Statistical rigor alone cannot guarantee useful insights.

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