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A p-value of 0.07 indicates that there is a 7% probability of observing the data, or something more extreme, if the null hypothesis is true. This value suggests that the evidence against the null hypothesis is relatively weak, as it is typically considered not statistically significant at the common alpha level of 0.05. However, it may still indicate a trend worth further investigation or consideration, particularly in exploratory studies.

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