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Ballard Integrated
Managed Services, Inc.
(BIMS)
BIMS DATA REANALYSIS
LEARNING TEAM C
LAURA BABIN, ROSE KOHN, TALENA PETERSON,
PRESTON STAMPER, & ASHLEY WALTERS
Unifying a company begins with
internal research starting at the
bottom level of employees that can
be logically interpreted and coded
into analyzable data, piece by
piece.
PROBLEM STATEMENT
- Increase in Employee Turnover
- Previously < 55-60%
- Currently > 64%
- 17.3% Response Rate
Key Issues
• Near term
– Employee Dissatisfaction
– Unsupervised Shifts
– Hours Worked
• Long term
– Lack of Proper Training
– Communication Between Employees
– Location
Purpose Statement
• Null Hypothesis
– BIMS is Good at Communicating
• H0: µs ≥ 2.22.
• Alternative Hypothesis
– BIMS is Not Good at Communicating
• Ha: µ < 2.22
Questionnaire #1
Descriptive analysis of the raw data generates a
mean of 2.22 or µs = 2.22
Questionnaire #2
Descriptive analysis of the raw data generates a
mean of 2.85 or µs = 2.85
Data Collection & Analysis
• Reject Alternative Hypothesis if the
mean of Sample #2 is ≤ the mean of Sample #1.
• Accept Alternative Hypothesis if the mean of
sample #2 is > than the mean of sample #1
• But further research is needed
Discussion of Findings
• Confidence Interval of 95%
– Upper confidence limit is barely above 3.1
– Lower confidence limit around 2.55.
• µs2 = 2.85 is > 2.22 and we therefore accept our
alternative hypothesis
Recommendation
• Acknowledge lack of Communication
– Investigate further into contributing factors
– Work on efforts to generate a better response rate
• Explore additional contributing factors
– Proper training
– Neutral responses
Conclusion
• (a) determine the relationships between
precedent variables & develop a predictive
model.
• (b) identify similar word categories providing
insight into employee beliefs and attitudes that
might help explain their reasons for quitting.
THANK YOU!!!
QUESTIONS???
References
7 Ways to Increase Response Rates on Employee Surveys. (2012). Retrieved from Employment
Engagement Surveys: http://www.custominsight.com/employee-engagement-
survey/employee-survey-response-rates.asp
Ezeanu, E. (2010, August 30). How Bad Management Affects Employee Turnover. Retrieved
from Bright Hub: http://www.brighthub.com/office/human-resources/articles/85060.aspx
McClave, J. T., Benson, P. G., & Sincich, T. (2011). Statistics for business and economics (11th
ed.). Boston, MA: Pearson-Prentice Hall.

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Ballard Integrated Managed Services

  • 1. Ballard Integrated Managed Services, Inc. (BIMS) BIMS DATA REANALYSIS LEARNING TEAM C LAURA BABIN, ROSE KOHN, TALENA PETERSON, PRESTON STAMPER, & ASHLEY WALTERS
  • 2. Unifying a company begins with internal research starting at the bottom level of employees that can be logically interpreted and coded into analyzable data, piece by piece.
  • 3. PROBLEM STATEMENT - Increase in Employee Turnover - Previously < 55-60% - Currently > 64% - 17.3% Response Rate
  • 4. Key Issues • Near term – Employee Dissatisfaction – Unsupervised Shifts – Hours Worked • Long term – Lack of Proper Training – Communication Between Employees – Location
  • 5. Purpose Statement • Null Hypothesis – BIMS is Good at Communicating • H0: µs ≥ 2.22. • Alternative Hypothesis – BIMS is Not Good at Communicating • Ha: µ < 2.22
  • 6. Questionnaire #1 Descriptive analysis of the raw data generates a mean of 2.22 or µs = 2.22
  • 7. Questionnaire #2 Descriptive analysis of the raw data generates a mean of 2.85 or µs = 2.85
  • 8. Data Collection & Analysis • Reject Alternative Hypothesis if the mean of Sample #2 is ≤ the mean of Sample #1. • Accept Alternative Hypothesis if the mean of sample #2 is > than the mean of sample #1 • But further research is needed
  • 9. Discussion of Findings • Confidence Interval of 95% – Upper confidence limit is barely above 3.1 – Lower confidence limit around 2.55. • µs2 = 2.85 is > 2.22 and we therefore accept our alternative hypothesis
  • 10. Recommendation • Acknowledge lack of Communication – Investigate further into contributing factors – Work on efforts to generate a better response rate • Explore additional contributing factors – Proper training – Neutral responses
  • 11. Conclusion • (a) determine the relationships between precedent variables & develop a predictive model. • (b) identify similar word categories providing insight into employee beliefs and attitudes that might help explain their reasons for quitting.
  • 13. References 7 Ways to Increase Response Rates on Employee Surveys. (2012). Retrieved from Employment Engagement Surveys: http://www.custominsight.com/employee-engagement- survey/employee-survey-response-rates.asp Ezeanu, E. (2010, August 30). How Bad Management Affects Employee Turnover. Retrieved from Bright Hub: http://www.brighthub.com/office/human-resources/articles/85060.aspx McClave, J. T., Benson, P. G., & Sincich, T. (2011). Statistics for business and economics (11th ed.). Boston, MA: Pearson-Prentice Hall.

Editor's Notes

  1. Unifying a company begins with internal research at the bottom level of employees that can be logically interpreted and coded into analyzable data, piece by piece.
  2. So what we are saying here is that if the employees who are quitting don’t cite communication as a problem more than the employees who were still working there – then communication is not really the problem. Or at least the only problem. And if the exiting employees do cite communication more than the active employees did, we can assume communication is a factor in turnover – but again, not the only problem because we still don’t have enough data and there are many other factors to investigate. We can at conclude that communication is part of the problem,.