Question: When summarizing scale variable data using descriptive statistics , what do we lose in our understanding of a sample if we just report the mean

When summarizing scale variable data using descriptive statistics , what do we lose in our understanding of a sample if we just report the mean and not any measures of dispersion like range or standard deviation ? How does this question apply to a variable like age or test scores

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