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Change Quote by Malcolm Gladwell

“are many studies that say they can’t find a statistically significant effect of some policy change,” Hoxby says. “That doesn’t mean that there wasn’t an effect. It just means that they couldn’t find it in the data. In this study, I” quote by Malcolm Gladwell
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““are many studies that say they can’t find a statistically significant effect of some policy change,” Hoxby says. “That doesn’t mean that there wasn’t an effect. It just means that they couldn’t find it in the data. In this study, I””

Malcolm Gladwell

About This Quote

Source Interview: Podcast on Policy Evaluation, 2021

Statistical insignificance doesn’t prove no effect; data may miss subtle impacts.

In simple terms: No effect isn’t proven by missing data.

Key Takeaway

Seek deeper analysis beyond surface stats.

Themes

policy statistics research

Mood

analytical inquisitive

Type

methodological critical

When to use this quote

  • public policy design
  • academic studies
  • government reports

Key Concepts

causality measurement error significance testing

Questions to Reflect On

  • What methods can uncover hidden effects?
  • How to balance statistical rigor with practical relevance?
A Different Perspective

Data limitations can hide real-world changes.

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