--- title: "Meaning & Key Takeaway of: We are ... led to a somewhat vague…" description: "\"We are ... led to a somewhat vague distinction between what we may call \"hard\" data and \"soft\" data. This distinction is a matter of degree, and must n..." image: "https://sms4smile.com/quotes/i/104/bertrand-russell-69_clear_we-are-led-to-a-somewhat-vague-distincti_1793640.jpg" --- # We are ... led to a somewhat vague distinction between… ![“We are ... led to a somewhat vague distinction between what we may call "hard" data and "soft" data. This distinction is a matter of degree, and must not be pressed; but if not taken too seriously it may help to make the situation clear. I mean by "hard" data those which resist the solvent…” quote by Bertrand Russell](https://sms4smile.com/quotes/i/104/bertrand-russell-69_clear_we-are-led-to-a-somewhat-vague-distincti_1793640.jpg) [Download](https://sms4smile.com/quotes/i/104/bertrand-russell-69_clear_we-are-led-to-a-somewhat-vague-distincti_1793640.jpg) [Open image](https://sms4smile.com/quotes/i/104/bertrand-russell-69_clear_we-are-led-to-a-somewhat-vague-distincti_1793640.jpg) > “We are ... led to a somewhat vague distinction between what we may call "hard" data and "soft" data. This distinction is a matter of degree, and must not be pressed; but if not taken too seriously it may help to make the situation clear. I mean by "hard" data those which resist the solvent influence of critical reflection, and by "soft" data those which, under the operation of this process, become to our minds more or less doubtful.” [Bertrand Russell](https://sms4smile.com/quotes/author/bertrand-russell/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. He distinguishes data that resists critical scrutiny from data that becomes doubtful under reflection. **In simple terms:** Hard data resists doubt; soft data becomes doubtful. Key Takeaway Question the certainty of your evidence. Themes epistemology philosophy critical thinking Mood analytical skeptical Type philosophical educational When to use this quote - research design - policy analysis - media literacy - academic debate Key Concepts hard vs soft data critical reflection knowledge assessment Questions to Reflect On - What data do you accept without question? - How can you test the softness of your data? A Different Perspective Hard data can be misleading if not examined critically. ★ ★ ★ ★ ★ No ratings yet [Critical reflection](https://sms4smile.com/quotes/about/critical-reflection/) [Data](https://sms4smile.com/quotes/about/data/) [Distinction](https://sms4smile.com/quotes/about/distinction/) [Influence](https://sms4smile.com/quotes/about/influence/) [Mind](https://sms4smile.com/quotes/about/mind/) [Process](https://sms4smile.com/quotes/about/process/) [Reflection](https://sms4smile.com/quotes/about/reflection/) [Science](https://sms4smile.com/quotes/about/science/) [Vague](https://sms4smile.com/quotes/about/vague/) ## Related quotes > [While hard data may inform the intellect, it is largely soft data that generates wisdom.](https://sms4smile.com/quotes/henry-mintzberg/while-hard-data-may-inform-the-intellect-it-is-largely-soft-data-that/) [Henry Mintzberg](https://sms4smile.com/quotes/author/henry-mintzberg/) > [When a manager asks for hard data, that's usually just his way of saying no.](https://sms4smile.com/quotes/ward-cunningham/when-a-manager-asks-for-hard-data-that-s-usually-just-his-way-of/) [Ward Cunningham](https://sms4smile.com/quotes/author/ward-cunningham/) > [I don't have a particular recommendation other than that we base decisions on as much hard data as possible. 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