Interpreting Descriptive Stats

Descriptive Statistics Summary

Interpretation

The results show that most participants have a positive attitude, as the mean (3.8), median (4), and mode (4) are all high and close to each other. This suggests that the majority of responses fall around “agree.”

The most surprising finding is the relatively high standard deviation (1.1). Although the average is positive, the responses vary quite a lot. This means not all participants share the same opinion.

In terms of distribution, the data is slightly negatively skewed, since the mean is lower than the median and mode. A few lower scores may have pulled the mean down, indicating possible outliers or a small group with different views.

Overall, the data shows a general agreement trend, but also some diversity in responses.