Mantras for a CI professional...edited and updated!
Dr. Khwaja Moinuddin
Helping Organizations in achieving Significant Bottom-Line Impact ($$$) and Embedding a Culture of Business Excellence for the last 22+ Yrs | Change Excellence Leader
Here are 10 most important Mantras for upcoming CI professionals to remember!
- Q * A = E (Quality of the solution * Acceptance = Effectiveness of the solution)
- Sponsorship is the critical factor for fast and successful implementation
- Resistance is not (always) logical! There will be resistance even if the change is positive
- There is no such thing as a pure Lean or pure Six Sigma project
- Always check whether the Measurement System is reliable before collecting data
- Always form your Ho (null) and Ha (alternate) before hypothesis testing; Null is dull (X is innocent until proven guilty); If the p value is low (£ 0.05), Null (Ho) must go!
- Parametric tests have more power than non-parametric tests
- In Regression and DOE, residuals must remain a mystery!
- All statistical models are wrong, but some are useful
- Don’t fall into paralysis by analysis trap!