Question at position 11 In an experiment, Mia asked her participants if they are a "risk-taker" (Yes/No). What type of scale is this?RatioOrdinalIntervalNominal

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When participants answer Yes or No, they are placing each response into categories that do not have a natural order or ranking. This kind of data is best described as nominal, which involves labeling categories without implying greater or lesser values.
Option 1: Ratio. This would require a meaningful zero and mathematical operations like multiplication or division to be meaningful. Yes/No does not provide a true zero in a measurable sense, and we don’t perform ratio calculations on this data, so ratio is incorrect.
Option 2: Ordinal. Ordinal scales convey order (e.g., small, medium, large) but the intervals between the categories are not necessarily equal. A Yes/No choice does not establish an inherent order beyond category identity, so ordinal isn’t appropriate here.
Option 3: Interval. Interval scales have equal intervals between values (like temperature in Celsius), yet they still require a scale with meaningful differences and no true zero. The Yes/No dichotomy lacks such numerical spacing, so interval is not correct.
Option 4: Nominal. This is the correct classification because Yes/No creates distinct categories with no intrinsic order or equal intervals. It simply labels responses, which fits a nominal (categorical) scale.

Question at position 11 In an experiment, Mia asked her participants if they are a "risk-taker" (Yes/No). What type of scale is this?RatioOrdinalIntervalNominal

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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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