There is no simple answer to what causes autism, more than 50 years of scientific research has shown. What’s more, the evidence linking the use of Tylenol during pregnancy to eventual autism diagnoses in children is weak. What causes autism? Here’s How We KnowWhat does the evidence for Tylenol and autism show? “We believe independent, sound science clearly shows that taking acetaminophen does not cause autism.