This is true for science and rationalism itself. Part of the problem is that "being rational" is a social fashion or fad. Science is immensely useful because it produces real results, but we don't really do it for a rational reason - we do it for reasons of cultural and social pressures.
We would get further with rationalism if we remembered or maybe admitted that we do it for reasons that make sense only in a complex social world.