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Astrophysics and psychology share a common flaw, however: a lack of instruments with sufficient sophistication to measure what needs to be measured. And limited opportunity for direct observation and, hence, for falsification.
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Physics is far more sophisticated and mature than psychology, but there is still human error, measurement error, unknowable variables... The farther you get from our atmosphere, the worse. The more erratic something moves, the worse. Etc.
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It is extremely foolish to take psychologists on their word, much like nutritionists for example. The field keeps on failing in fundamental ways. But there is lots of good research taking place. The problematic ideas are tied up in flawed theories, studies, individual frauds...