Income inequality has been worsening in recent years. The people belonging to the top 10% of income distribution have become richer, whereas the bottom 10% has become poorer. A survey has put people into three categories in terms of their income level: low income, middle income and high income. What type of data and measurement scale does this survey have?Group of answer choicesCategorical and ordinalNumerical and ordinalNumerical and nominalContinuous and nominal
Question
Income inequality has been worsening in recent years. The people belonging to the top 10% of income distribution have become richer, whereas the bottom 10% has become poorer. A survey has put people into three categories in terms of their income level: low income, middle income and high income. What type of data and measurement scale does this survey have?Group of answer choicesCategorical and ordinalNumerical and ordinalNumerical and nominalContinuous and nominal
Solution
The data from this survey is Categorical and Ordinal. The income level (low income, middle income, high income) is a categorical variable because it can be divided into groups. It is also ordinal because there is a clear order (low < middle < high).
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