Money quote:
"Statistical significance is not a measure of the importance of a relationship. Statistical significance is a measure of the unlikelihood that you got your results solely due to chance sampling error."
Statistical vs. Material Significance, Arnold Kling | EconLog | Library of Economics and Liberty
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