Which of the Following Is an Example of Using Predictive

question 89

Multiple Choice

Which of the following is an example of using predictive analytics for understanding turnover and retention patterns?

• A) Carefully developing narrative reports based on self-reported reasons for leaving
• B) Using multiple regression analysis to identify factors like pay rates, supervisor leadership behavior, or job characteristics that are associated with turnover
• C) Benchmarking retention strategies described in popular press reports of different organizations in the area
• D) All of the above

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Definitions:

Wilcoxon Rank Sum Statistic

A nonparametric test used to determine if there are significant differences between two sets of observations.

Fertilizer Effectiveness

A measure of how much a fertilizer increases plant growth and yield compared to plants not receiving the fertilizer.

Friedman Test

A non-parametric test used to detect differences in treatments across multiple test attempts.

Kruskal-Wallis Test

A nonparametric statistical test used to determine if there are statistically significant differences between two or more groups of an independent variable on a continuous or ordinal dependent variable.