478 • Big Data Analytics
or new knowledge because it contradicts established paradigms. Ignaz
Semmelweis was a physician who discovered that childbed fever mortality
rates diminished by a magnitude when doctors washed their hands with
an antiseptic chlorine solution between patient visits. Semmelweis’s con-
temporaries unscientically rejected his hand-washing suggestions. In a
sense, the Semmelweis reex is a tendency to reject that which disconrms
previously held beliefs. e word “belief” itself has diculties—belief will
always appear in the presence of ignorance, since the alternative to belief
is knowledge, which involves gnosis, not ignorance.
Congruence Bias
With congruence bias, we go ahead and test our hypothesis directly,
thereby avo ...