Which of the following is the best reason to condense into a single number a complex phenomenon that has many aspects?

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BlackTom AI · Accepted Answer

When evaluating why one might reduce a multifaceted phenomenon to a single numeric value, there are several angles to consider. 
Option 1: 'Such a number perfectly captures the phenomenon' claims perfect representation. In reality, a single number almost always involves trade-offs and simplifications, so this statement is overly optimistic and ignores nuance and potential loss of important aspects. 
Option 2: 'Such a number can allow meaningful comparisons' highlights a practical benefit: once you distill a complex phenomenon to one scalar, you can compare instances, track changes over time, or rank subjects easily. This is the core justification for reduction in many fields, provided the reduction preserves the aspects that matter for the comparison. 
Option 3: 'You can use the number without understanding it' suggests a blind use of a metric. While a metric can be used instrumentally, true knowledge and responsible interpretation require some understanding of what the number represents, how it was derived, and its limitations. This makes the statement questionable. 
Option 4: 'People like using numbers' appeals to preference rather than validity. Preference does not constitute a methodological justification; even popular metrics can be misleading if misused or misinterpreted. 
Option 5: 'No one can argue with a single number' implies universal acceptance or objectivity, which is false. Numbers can be misleading or contested depending on how they are constructed, what they omit, and the context of use. 
Across these options, the strongest, most defensible rationale for condensing a complex phenomenon into a single number is the ability to enable meaningful comparisons, while remaining mindful of what is gained and what is lost in the simplification.

ATHK1X01 Practice Quiz (Mastery quiz questions Week 2-13)

Which of the following is the best reason to condense into a single number a complex phenomenon that has many aspects?

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