--- title: "Meaning & Key Takeaway of: These are, after all, national figures…" description: "\"“These are, after all, national figures, meaning they may not reflect the experience of population subgroups, which may fare considerably better or wor..." image: "https://sms4smile.com/quotes/i/3e6/elizabeth-h-bradley-44372_diverse-population_these-are-after-all-national-figures-mea_2929264.jpg" --- # These are, after all, national figures, meaning they may… ![“These are, after all, national figures, meaning they may not reflect the experience of population subgroups, which may fare considerably better or worse than the average. The challenge of interpreting national data for a diverse population is similar in the realm of education.” quote by Elizabeth H. Bradley](https://sms4smile.com/quotes/i/3e6/elizabeth-h-bradley-44372_diverse-population_these-are-after-all-national-figures-mea_2929264.jpg) [Download](https://sms4smile.com/quotes/i/3e6/elizabeth-h-bradley-44372_diverse-population_these-are-after-all-national-figures-mea_2929264.jpg) [Open image](https://sms4smile.com/quotes/i/3e6/elizabeth-h-bradley-44372_diverse-population_these-are-after-all-national-figures-mea_2929264.jpg) > ““These are, after all, national figures, meaning they may not reflect the experience of population subgroups, which may fare considerably better or worse than the average. The challenge of interpreting national data for a diverse population is similar in the realm of education.”” [Elizabeth H. Bradley](https://sms4smile.com/quotes/author/elizabeth-h-bradley/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. Highlights that national statistics can mask subgroup differences, making it challenging to apply findings to diverse populations, especially in education. **In simple terms:** National data may hide subgroup nuances. Key Takeaway Consider subgroup variation in analysis. Themes statistics diversity education interpretation policy Mood analytical cautious Type academic policy When to use this quote - policy making - educational research - public health - market analysis Key Concepts Data equity population heterogeneity Questions to Reflect On - How can we better capture subgroup data? - What methods improve equity? A Different Perspective Overgeneralization risks mispolicy. ★ ★ ★ ★ ★ No ratings yet ## Related quotes > [Mayors of New York are almost automatically national figures.](https://sms4smile.com/quotes/stephen-kinzer/mayors-of-new-york-are-almost-automatically-national-figures/) [Stephen Kinzer](https://sms4smile.com/quotes/author/stephen-kinzer/) > [National data on evictions aren't collected, although national data on foreclosures are. 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