Which variable would you regard as the explanatory variable and which as the response variable?
1: Sex
Sex
2: Whether have broken up with someone digitally
Whether have broken up with someone digitally

Question

Which variable would you regard as the explanatory variable and which as the response variable?
1: Sex
        Sex
2: Whether have broken up with someone digitally
        Whether have broken up with someone digitally

BlackTom AI · Accepted Answer

Let's restate the setup: we have two variables and we need to decide which is explanatory (independent) and which is the response (dependent).

Option 1 corresponds to the variable 'Sex'. In many study designs, sex is treated as an independent characteristic that might influence outcomes, rather than being an outcome itself. Therefore, it is reasonable to classify 'Sex' as the explanatory variable because it could be used to explain or predict differences in other variables.

Option 2 corresponds to the variable 'Whether have broken up with someone digitally'. This is a behavioral outcome that could be influenced by underlying factors and would typically be treated as the outcome to be explained or predicted. Thus, it makes sense to classify this as the response variable.

Putting them together: explanatory variables are used to explain variation in the response; in this pairing, 'Sex' serves as the factor that might influence the likelihood or manner of digital breakups, while 'Whether have broken up with someone digitally' is the outcome being explained or predicted by the explanatory variable.

If you were to flip the roles, you would be treating the outcome as the causing factor for the characteristic (e.g., asserting that breakup behavior determines sex or its reporting), which would be conceptually inappropriate for typical explanatory–response modeling contexts.

In summary: Option 1 ('Sex') is the explanatory variable, and Option 2 ('Whether have broken up with someone digitally') is the response variable. The reasoning hinges on the general practice of designating a predictor that may influence an outcome as explanatory, and an outcome as the response to be explained.

Su25-STATS-141-01/BIO-141-01 5.1 & 5.2 Readiness Quiz

Which variable would you regard as the explanatory variable and which as the response variable? 1: Sex Sex 2: Whether have broken up with someone digitally Whether have broken up with someone digitally

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