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Twenty-nine research teams analyzed the same data, and they all reached different results.
(fivethirtyeight.com)
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And you missed the pint in the very article about how p value isn't really as useful as it's been touted.
That's not the point, which is that the results are indeed mostly very similar, unlike what OP claims.
I never said that only looking at p values is a good idea or anything else like that.