John Oliver does a great job in critiquing scientific studies as they often are portrayed by the media.
The website Five Thirty Eight posted the results of the American Statistical Association’s expert panel, with the heading: Statisticians Found One Thing They Can Agree On: It’s Time to Stop Misusing P-Values.
While there were heated discussions about what the p-value means, the authors stated, “If there’s one takeaway from the ASA statement, it’s that p-values are not badges of truth and p < 0.05 is not a line that separates real results from false ones. They’re simply one piece of a puzzle that should be considered in the context of other evidence.”