Exam Question $1$

A new performance management system was introduced in a customer$-$service organization and they have gathered data to evaluate how receiving performance feedback via this new system is related to work motivation. They are also interested in how employees perceived the fairness of the new performance management process. Data from performance reviews $($i$.$e$.,$ supervisor's overall performance rating$)$ and a survey $($i$.$e$.,$ work motivation, perceptions of fairness of performance management system$)$ completed by employees $1$ month after receiving performance feedback from their supervisor $.$

A$.$ Develop the business questions and hypotheses that are relevant to this scenario at the beginning of your response.

B$.$ Use Excel to calculate descriptive statistics for the relevant variable and report and interpret them in your response$/$

C$.$ Use Excel to calculate correlations to test your hypotheses and report and interpret them in your response.

D$.$ Conclude your response with your interpretation about what the data suggest about the business questions and make suggestions for next steps. Make connections to the assigned readings here.

Exam Question $2$

The organization places a high value on diversity and inclusion and has heard that there is concern about bias against women in performance management processes. They would like to understand whether this type of bias is evident the overall ratings of performance included in the data attached. Furthermore, they would like to know whether there are differences in job tenure and job satisfaction between their male and female employees.

A$.$ Develop the business questions and hypotheses that are relevant to this scenario at the beginning of your response.

B$.$ Use Excel to calculate descriptive statistics for men and women with regard to overall performance rating, job tenure, and job satisfaction and report these in your response.

C$.$ Use Excel to calculate t$-$tests to test your hypotheses and report and interpret them in your response.

D$.$ Conclude your response with your interpretation about what the data suggest about the business questions and make suggestions for next steps. Make connections to the assigned readings here.

Exam Question $3$

Describe your 'dream' workforce analytics project. It should be a project that is relevant to an organization's strategy and would require the integration of organizational data to generate meaningful insights. You should use and cite assigned readings from the course and can also use an organization you are familiar with to provide context for your description of this 'dream' project. Your response should also address each element of the Eight Step Model for Purposeful Analytics described in your textbook and summarized in Figure $4\mathrm{.}1.$