Hard sciences (basically physics and its relatives), are far less vulnerable to statistical pitfalls because practitioners in those fields have the ability to generate effectively unlimited quantities of data by simply repeating experiments as many times as necessary.

There are exceptions such as ultra-high-energy cosmic ray physics, where it'd take decades to take enough data for naive frequentist statistics to be reliable.