Which measure of central tendency is most suitable for qualitative type of data?Select one:a.Meanb.Medianc.Moded.All of these

Break Down the Problem

1. Identify the types of measures of central tendency: mean, median, and mode.
2. Determine which measure is appropriate for qualitative data.

Relevant Concepts

1. Mean: This is calculated by adding all values and dividing by the number of values. It is suitable for quantitative data.
2. Median: This is the middle value when data is arranged in order. It is also suitable primarily for quantitative data, particularly to handle skewed distributions.
3. Mode: This is the value that occurs most frequently in a data set. It can be used with both qualitative and quantitative data.

Analysis and Detail

1. Qualitative data typically refers to categorical data (like gender, color, brands, etc.) that can be classified but not quantified.
2. The mean and median cannot be computed for qualitative data since they require numerical values for calculations.
3. The mode is valid for qualitative data because it identifies which category occurs most often.

Verify and Summarize

• The mode is particularly effective for qualitative data as it highlights the most common category or observation.
• Thus, while the mean and median are not applicable, the mode is indeed suitable.

Final Answer

The most suitable measure of central tendency for qualitative data is c. Mode.