Science Biases

Systematic distortions that arise from the way science is practiced, institutionalized, and understood. Science Biases include: publication bias (positive results get published, negative results don't); funding bias (research gets funded when it serves interests); confirmation bias in study design; bias toward what's measurable over what's meaningful; bias toward Western, educated, industrial, rich, democratic (WEIRD) populations; bias against null results, replication studies, or challenging paradigms. Science Biases don't mean science is wrong—they mean science is human, and humans have biases that shape what gets studied and what gets found.

Science Biases "Why do we know so much about drug effects and so little about nutrition? That's Science Bias—funding goes where profit is. Why do psychology studies use undergrads? That's Science Bias—convenience shapes knowledge. Science biases aren't conspiracies; they're structural. Recognizing them doesn't invalidate science—it makes science better."

by Dumu The Void March 1, 2026

Science Metabiases

Second-order biases about science—systematic distortions in how we understand, value, and critique scientific practice. Science Metabiases include: treating science as monolithic rather than diverse; assuming scientific consensus is always right; using "science says" as an argument-ender; believing that science is self-correcting in ways that eliminate bias; ignoring the social, historical, and institutional dimensions of science; treating critiques of science as anti-science. Science Metabiases shape public understanding of science and scientists' understanding of themselves.

Science Metabiases "He says 'science proves it' as if science were a unified oracle. That's Science Metabias—treating science as a monolith, not a messy human activity. Science is diverse, contested, evolving. The metabias is thinking 'science' settles arguments when it actually opens inquiries. Science isn't a conclusion; it's a process—and metabias makes us forget that."

by Dumu The Void March 1, 2026