A fallacy and metafallacy where scientific evidence is invoked to justify positions that lie outside the proper domain of evidence—particularly bigotry, prejudice, racism, xenophobia, aporophobia (hatred of the poor), and other forms of discrimination. The fallacy operates by claiming that discriminatory policies or attitudes are "supported by evidence" (about crime rates, economic impacts, cultural differences) while ignoring that evidence never dictates values, that statistical patterns don't justify moral judgments, and that using evidence to justify oppression misuses the very concept of evidence. It's a metafallacy because it weaponizes the legitimate authority of science to defend what science cannot possibly justify—treating "evidence-based" as a blank check for any position that can find a supporting statistic, regardless of the values, ethics, and human consequences involved.
Example: "He cited crime statistics to justify housing discrimination—the Evidence-Based Fallacy in full flower, using numbers to launder prejudice while pretending that evidence alone could ever justify treating humans as less than human."
by Dumu The Void March 13, 2026
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