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2 years ago in Research Culture By Shubham

How does the culture around "failure" differ between fields, and how can we normalize it as part of science?

In my molecular biology lab, a failed experiment feels like a personal defeat, and we rarely discuss them. I've heard in some fields like physics or AI, analyzing "negative results" is more common. How can we change the culture to see failed experiments as valuable data, not waste?

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By Chacha Jitrugtham Answered 1 year ago

The difference is often in framing. In fields like particle physics, a well-executed experiment that rules out a theoretical possibility is a publishable result. In wet labs, the bias is toward "positive" data. To shift culture, start with language: call them "informative," "null," or "negative" results, not "failed experiments." The PI can institute a "Negative Result of the Month" highlight in lab meeting, praising the rigor of the methodology. Maintain a shared lab "Learning Log" where people document unexpected outcomes and insights. Most importantly, when a trainee presents a confusing or negative result, respond with "What did we learn?" not "What went wrong?" This teaches that science is a process of elimination and discovery, where a clean negative result is often more reliable than a messy positive one.

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