The Perils of p-Values: Why Tests of Statistical Significance Impede the Progress of Research

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Abstract

Imagine that you conduct an experiment to determine whether a new form of psychotherapy is more effective than treatment as usual. You analyze the data and find them to be statistically significant with a p-value that is less than 5%. How accurately does the following paragraph describe your understanding of the meaning of these results?