Q: Can you help analyze Likert scale data?

Yes, we will examine data from a Likert scale considered ordinal. Based on the objective of the research and aggregation of data, several different analysis techniques have been deployed, including the following:

• Descriptive Statistics: To discriminate the central tendencies and distributions (mean, median, mode)
• Mann-Whitney U Test: It is used when comparing two independent groups that include ordered or ordinal data.
• Kruskal-Wallis Test: This test is applied to compare over 2 independent groups.
• Regression Models: Predicting relationships between Likert scale responses with any other variables.

We maintain the methodology for your study design and the characteristics of the data.