Question at position 8 In an experiment, Mia asked her participants if they are a "risk-taker" (Yes/No). What type of scale is this?RatioNominalOrdinalInterval

Question

Question at position 8 In an experiment, Mia asked her participants if they are a "risk-taker" (Yes/No). What type of scale is this?RatioNominalOrdinalInterval

BlackTom AI · Accepted Answer

In this question, we need to identify the level of measurement for a Yes/No response label.
Option 1: Ratio. This scale would require a true zero and meaningful ratios between values (e.g., height, weight, time). A Yes/No response is not numeric and does not have a true zero or multiplicative relationships, so ratio is incorrect.
Option 2: Nominal. The Yes/No choices create categories without any inherent order or ranking. They simply distinguish between two groups, which fits nominal measurement perfectly.
Option 3: Ordinal. An ordinal scale implies an order or ranking among categories (e.g., small, medium, large). Since Yes and No have no implied order, this option is not appropriate.
Option 4: Interval. Interval scales have numeric values with equal intervals and no true zero (e.g., Celsius temperature). A binary category like Yes/No lacks numeric distance and zero point, so interval is not applicable.

Question at position 8 In an experiment, Mia asked her participants if they are a "risk-taker" (Yes/No). What type of scale is this?RatioNominalOrdinalInterval

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