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Analyzing and Interpreting Data

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Analyzing and Interpreting Data As a consultant, Team A has analyzed and interpreted the second set of data. The intent is to increase senior management’s understanding of the sources of employee dissatisfaction and too create a model that predicts employee resignation. The process will be to combine the week two learning team assignment and week three findings with week five findings and make recommendations to BIMS by using the statistical tables given in the appendices of the textbook and a statistical analysis application.
Combined Weeks and Recommendations to BIMS The valuable information the first survey has given the employees is if employees would like to stay if he or she was offered some type of bonus for their work and …show more content…

When the employees feel as if they themselves, as stated by the survey and face-to-face interviews, will not work as hard and as an overall will hurt the company as a whole and they would like the senior management to take into account their disgrievences and communicate better with them.
Model for Predicting Employee Resignation BIMS has developed a model for predicting employee resignation and turnover. After reviewing the surveys as well as the exit interviews; BIMS has developed a model based on logistics regression and then analyzing the turnover. They have developed five hypotheses from previous research of the effects of different factors affecting resignations and turnovers. The first hypothesis is based on the length that an employee has been with BIMS and that the more time invested in the company, the less likely they will resign. The belief is that increased tenure strengthens the propensity for employees to remain. The second hypothesis is that higher performing employees are less likely to resign than average to lower performing employees. One way to ensure higher performance is to implement a contingent reward system. In the event of continued low performance from certain employees, BIMS must be aware of the withdraw process: a major reduction in performance, possibly to unacceptable levels, and ending with resignation. The third hypothesis

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