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| Section | Weight | Objectives |
|---|---|---|
| Process Optimization | 20% | - Lean tools and waste elimination - Design of Experiments (DOE) - Process control and SPC - Measurement system analysis (MSA/Gage R&R) - Root cause analysis and corrective action - Statistical process control charts (X-bar, R, S, I-MR, p, np, c, u) - Process capability analysis (Cp, Cpk, Pp, Ppk) - Cycle time reduction - Value stream mapping |
| DFSS (Design for Six Sigma) | 12% | - Design for manufacturability - IDDOV (Identify, Define, Design, Optimize, Verify) - QFD (Quality Function Deployment) - Design for reliability and FMEA |
| Enterprise-wide Deployment | 6% | - Team formation and training - Organization objectives and deployment planning - Team performance evaluation - Systems and change management |
| Statistical Analysis | 20% | - Analysis of variance (ANOVA) - Probability distributions (Normal, Binomial, Poisson, Exponential) - Inferential statistics and confidence intervals - Hypothesis testing (t-test, F-test, chi-square test) - Correlation and regression analysis - Non-parametric tests - Descriptive statistics (mean, median, mode, std dev, variance) |
| Management and Leadership | 17% | - Performance metrics and balanced scorecard - Communication and presentation skills - Risk assessment and management - Team leadership and conflict resolution - Coaching and mentoring |
| DMAIC | 25% | - Measure: data collection, descriptive statistics, graphical analysis - Improve: DOE, response surface methodology, optimization - Analyze: hypothesis testing, ANOVA, regression, chi-square - Control: control plans, SPC, feedback monitoring - Define: VOC, VOB, project charter, SIPOC |
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NEW QUESTION # 247
Data that can be measured on a continuum and has meaningful decimal subdivisions are __________ data.
Answer: B
NEW QUESTION # 248
Range Charts are the technique used to determine if Special Causes are occurring within the subgroups of the ______________.
Answer: A
NEW QUESTION # 249
The primary reason for calculating the appropriate sample size for a hypothesis test is
Answer: C
Explanation:
The primary reason for calculating an appropriate sample size is to use resources efficiently while still obtaining data sufficient to support a valid statistical conclusion. In Six Sigma Measure Phase work, sample- size planning helps balance information quality against the cost of data collection. If the sample is too small, the test may lack power and fail to detect a meaningful effect. If it is too large, the organization may waste time, labor, money, and materials collecting more data than necessary. Therefore, determining sample size in advance is a practical and statistical decision that helps Black Belts design efficient studies. It is not primarily done to guarantee statistical significance, because significance depends on the true effect size, variation, and chosen alpha level. It also is not just an administrative requirement or mainly a confidence-interval convenience step. Good sample-size planning supports sound experimentation, effective data collection, and responsible use of organizational resources. Therefore, the correct answer is A, saving time, money, and other resources, because that best reflects the purpose of determining a proper sample size before conducting a hypothesis test.
NEW QUESTION # 250
What conclusion is most correct about the Experimental Design shown here with the response in the far right column?
Answer: D
NEW QUESTION # 251
Company ABC provides components directly to Company XYZ, which incorporates them into its product before selling that product to the general public. Company XYZ is considered what type of customer to Company ABC?
Answer: C
Explanation:
Company XYZ is an external customer to Company ABC because it is a separate organization receiving ABC' s output. In Six Sigma terminology, an internal customer exists within the same organization and depends on the output of an upstream process, department, or function. An external customer exists outside the organization and receives the product, service, component, or information produced by the organization. In this case, Company XYZ purchases components from Company ABC and uses them in its own product, making XYZ an organizational customer outside ABC's internal structure. It is not the final customer because the general public ultimately buys the finished product from XYZ. It is also not necessarily a distributor, since the scenario describes incorporation into another product rather than simple resale. Understanding customer type is important in Black Belt work because customer requirements, quality expectations, and CTQs may differ between internal and external customers. Supplier-customer relationships across organizations must be managed carefully to ensure consistency, reliability, and fit-for-use performance. Therefore, the correct answer is A, External, because Company XYZ is outside Company ABC and directly receives its components.
NEW QUESTION # 252
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