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| Section | Weight | Objectives |
|---|---|---|
| Enterprise-wide Deployment | 6% | - Team formation and training - Organization objectives and deployment planning - Systems and change management - Team performance evaluation |
| Process Optimization | 20% | - Process control and SPC - Cycle time reduction - Design of Experiments (DOE) - Statistical process control charts (X-bar, R, S, I-MR, p, np, c, u) - Value stream mapping - Root cause analysis and corrective action - Lean tools and waste elimination - Process capability analysis (Cp, Cpk, Pp, Ppk) - Measurement system analysis (MSA/Gage R&R) |
| DMAIC | 25% | - Control: control plans, SPC, feedback monitoring - Measure: data collection, descriptive statistics, graphical analysis - Improve: DOE, response surface methodology, optimization - Define: VOC, VOB, project charter, SIPOC - Analyze: hypothesis testing, ANOVA, regression, chi-square |
| DFSS (Design for Six Sigma) | 12% | - IDDOV (Identify, Define, Design, Optimize, Verify) - Design for manufacturability - QFD (Quality Function Deployment) - Design for reliability and FMEA |
| Statistical Analysis | 20% | - Non-parametric tests - Hypothesis testing (t-test, F-test, chi-square test) - Correlation and regression analysis - Descriptive statistics (mean, median, mode, std dev, variance) - Analysis of variance (ANOVA) - Inferential statistics and confidence intervals - Probability distributions (Normal, Binomial, Poisson, Exponential) |
| Management and Leadership | 17% | - Coaching and mentoring - Communication and presentation skills - Team leadership and conflict resolution - Performance metrics and balanced scorecard - Risk assessment and management |
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NEW QUESTION # 86
One of the primary deliverables from performing a SIPOC is to begin to understand which inputs have the greatest affect on the ______________ outputs.
Answer: B
NEW QUESTION # 87
Handling of warranty returns, process improvement team meetings and rework to meet customer expectations are all examples of business costs that are classified as ________________ .
Answer: B
NEW QUESTION # 88
Based on the ANOVA information shown, how many factors are statistically significant?
Answer: A
Explanation:
The correct answer is B, 2. In Analyze Phase statistical interpretation, significance is determined by comparing each factor's p-value to the chosen alpha level or by comparing the calculated test statistic to the critical threshold. Factors with p-values below alpha are considered statistically significant because the data provide sufficient evidence that those factors have a real effect on the response. ANOVA is used by Black Belts to separate meaningful factor effects from random variation and to determine which inputs should receive further attention in process improvement or optimization. In the information provided for this question, two factors meet the significance criterion, while the others do not. This means the team should focus on those two factors as likely drivers of variation in the response. Understanding which factors are significant is critical because it helps avoid wasting effort on variables that do not materially affect process performance. Therefore, the correct answer is B, 2, because two factors in the ANOVA output show statistical significance based on the decision rule implied by the problem.
NEW QUESTION # 89
Early in a project a Belt will want to begin to identify and evaluate risk factors for the subject process and will therefore begin building a(n) ______________.
Answer: B
NEW QUESTION # 90
An operator checks that all boxes being packed contain enough products to fill the box. However, each box getting filled has a different number of products in it. This is a Reproducibility problem, not a Repeatability problem.
Answer: A
NEW QUESTION # 91
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