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| Section | Objectives |
|---|---|
| Control Phase | - Statistical process control (SPC) - Monitoring and sustaining improvements - Control plans |
| Analyze Phase | - Root cause analysis - Hypothesis testing - Regression and correlation analysis - Failure modes and effects analysis (FMEA) |
| Six Sigma and Organizational Goals | - Lean principles and Six Sigma integration - Organizational goals and Six Sigma projects |
| Improve Phase | - Lean tools and process optimization - Design of experiments (DOE) - Solution generation and selection |
| Define Phase | - Project identification and selection - Voice of the customer (VOC) and CTQ - Project charters and stakeholder analysis |
| Measure Phase | - Process mapping and measurement systems - Measurement system analysis (MSA) - Process capability analysis - Data collection and sampling methods |
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NEW QUESTION # 165
The number of factors, levels and replications:
Answer: C
NEW QUESTION # 166
The primary reason for identifying both the internal and external customers of a process is to
Answer: A
Explanation:
The correct answer is D. understand how the customers interact with the process . The CSSBB source explains that both internal and external customers must be identified, along with their requirements, in order to understand and improve the business process . The SIPOC model reinforces this by showing the relationship among suppliers, inputs, process, outputs, and customers , helping the team see how outputs connect to customers and how the process affects them.
This is the main reason for identifying all customer groups: the team must understand who receives the output, what they require, and how they are connected to the process flow. Internal customers often represent the next downstream operation, while external customers are the ultimate users or buyers. If either group is ignored, the team can misunderstand the true requirements and improve the wrong part of the process. The other options are secondary or unrelated. Customer identification is not primarily about estimating cost, motivating the team, or building Lean culture. It is fundamentally about understanding the process-customer relationship so requirements can be translated correctly into improvement actions. Therefore, D is the verified answer.
NEW QUESTION # 167
From the variance F-test shown above, which of these conclusions is/are valid?
Answer: A
NEW QUESTION # 168
In a normal distribution, the sum of the deviations of data about the mean approaches
Answer: D
Explanation:
In any data set measured around its arithmetic mean, the algebraic sum of the deviations from the mean equals zero. This is a foundational statistical property used throughout Six Sigma and is especially important in the Measure Phase, where descriptive statistics are used to summarize process performance. Each value above the mean contributes a positive deviation, while each value below the mean contributes a negative deviation.
Because the mean is the balancing point of the distribution, these signed deviations offset one another and sum to zero. This is true for a normal distribution and, more generally, for any data set when deviations are taken from the arithmetic mean. The importance of this property is that it explains why variation cannot be measured by simply summing deviations; instead, Black Belts use squared deviations, absolute deviations, variance, or standard deviation to quantify spread. That is why variance and standard deviation are measures of dispersion, while the direct sum of deviations is zero. Therefore, the correct answer is zero, which reflects the balancing property of the mean in statistical measurement and process-data analysis.
NEW QUESTION # 169
The financial perspective of a balanced scorecard provides stakeholders with an
Answer: B
Explanation:
The correct answer is D. insight into the well-being of an organization . The balanced scorecard in the CSSBB and supporting Lean Six Sigma materials includes four perspectives: financial , customers , internal processes , and learning and growth . The financial perspective addresses how the organization is performing economically and whether strategy execution is creating business value. Additional CSSBB material on financial measures states that Six Sigma is fundamentally tied to profitability and that financial benefits are used to evaluate, prioritize, select, and track projects.
Because of that, the financial perspective gives stakeholders a picture of the organization's fiscal health, profitability, and overall business well-being. Understanding customer needs belongs to the customer perspective . Understanding skills and capabilities fits learning and growth . Reviewing internal processes with customer focus belongs to the internal process perspective . Therefore, the best answer is the one tied to the financial condition of the enterprise as a whole. In balanced scorecard terms, that means the financial perspective provides insight into the well-being of an organization , so D is the verified CSSBB-based answer.
NEW QUESTION # 170
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