--- title: "Meaning & Key Takeaway of: Significance unfortunately is a useful…" description: "\"“Significance unfortunately is a useful means toward a personal ends in the advance of science - status and widely distributed publications, a big labo..." image: "https://sms4smile.com/quotes/i/e6e/stephen-thomas-ziliak-93294_education_significance-unfortunately-is-a-useful-m_964318.jpg" --- # Significance unfortunately is a useful means toward a… ![“Significance unfortunately is a useful means toward a personal ends in the advance of science - status and widely distributed publications, a big laboratory, a staff of research assistants, a reduction in teaching load, a better salary, the finer wines of Bordeaux. Precision, knowledge, and…” quote by Stephen Thomas Ziliak](https://sms4smile.com/quotes/i/e6e/stephen-thomas-ziliak-93294_education_significance-unfortunately-is-a-useful-m_964318.jpg) [Download](https://sms4smile.com/quotes/i/e6e/stephen-thomas-ziliak-93294_education_significance-unfortunately-is-a-useful-m_964318.jpg) [Open image](https://sms4smile.com/quotes/i/e6e/stephen-thomas-ziliak-93294_education_significance-unfortunately-is-a-useful-m_964318.jpg) > ““Significance unfortunately is a useful means toward a personal ends in the advance of science - status and widely distributed publications, a big laboratory, a staff of research assistants, a reduction in teaching load, a better salary, the finer wines of Bordeaux. Precision, knowledge, and control. In a narrow and cynical sense statistical significance is the way to achieve these. Design experiment. Then calculate statistical significance. Publish articles showing "significant" results. Enjoy promotion. But it is not science, and it will not last.”” 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. Statistical significance is often misused as a shortcut to career advancement rather than genuine scientific discovery, making it a fragile foundation for true research. **In simple terms:** Statistical significance is used for personal gain, not true science. Key Takeaway Prioritize rigorous methodology over metric chasing. Themes science research statistics career ethics Mood critical analytical concerned Type Education:0 Science:0 Significance:1 Statistical-analysis:1 Statistics:1 Statistical Significance:1 Significance Unfortunately:0 Significance Publish:0 Significance Way:0 When to use this quote - academic publishing - grant writing - research design - career planning Key Concepts philosophy of science methodology economics Questions to Reflect On - How can institutions reward genuine discovery? - What alternatives to significance metrics exist? A Different Perspective The quote may overgeneralize; many researchers value integrity over metrics. ★ ★ ★ ★ ★ No ratings yet [Education](https://sms4smile.com/quotes/about/education/) [Science](https://sms4smile.com/quotes/about/science/) [Significance](https://sms4smile.com/quotes/about/significance/) [Statistics](https://sms4smile.com/quotes/about/statistics/) ## Related quotes > [If you flip a coin three times and it lands on heads each time, it’s probably chance. If you flip it a hundred times…](https://sms4smile.com/quotes/t-colin-campbell/if-you-flip-a-coin-three-times-and-it-lands-on-heads-each-time-it-s/) [T. 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