Question

a market researcher collects customer feedback using a 5 - star rating system, where 1 star is very dissatisfied and 5 stars are very satisfied. how would you classify the collected star ratings? select one 1 quantitative, because the stars represent numerical values that can be averaged. 2 neither, because it is based on subjective opinion. 3 qualitative, because it describes the quality of customer satisfaction. 4 both, because it has numbers and descriptive labels.

Explanation:

To determine the classification of star ratings:

1. Recall the definitions: Quantitative data involves numerical values that can be measured, analyzed with math (like averaging). Qualitative data is descriptive (non - numerical or about qualities).
2. Analyze the 5 - star ratings: The star ratings (1 - 5) are numerical. They can be averaged (e.g., find the mean satisfaction rating). Even though they represent an opinion (satisfaction), the numerical values allow for quantitative analysis (like calculating averages, sums, etc.).
3. Evaluate the options:

• Option 1: Says "Quantitative, because the stars represent numerical values that can be averaged." This matches our analysis. The star ratings are numerical (1 - 5) and can be used in numerical operations like averaging.
• Option 2: "Neither" is wrong. The numerical nature of the ratings (1 - 5) allows for quantitative analysis.
• Option 3: "Qualitative" is wrong. While the ratings describe satisfaction, the fact that they are numerical (1 - 5) and can be averaged makes them quantitative.
• Option 4: "Both" is wrong. The ratings are primarily quantitative because they are numerical and can be averaged. The descriptive labels are just interpretations of the numbers, but the data (the star ratings as numbers) is quantitative.

Answer:

1. Quantitative, because the stars represent numerical values that can be averaged.