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| Section | Objectives |
|---|---|
| Topic 1: Improve Phase | - Solution generation and selection - Design of experiments (DOE) - Lean tools and process optimization |
| Topic 2: Six Sigma and Organizational Goals | - Organizational goals and Six Sigma projects - Lean principles and Six Sigma integration |
| Topic 3: Control Phase | - Monitoring and sustaining improvements - Statistical process control (SPC) - Control plans |
| Topic 4: Define Phase | - Project charters and stakeholder analysis - Voice of the customer (VOC) and CTQ - Project identification and selection |
| Topic 5: Measure Phase | - Measurement system analysis (MSA) - Process capability analysis - Process mapping and measurement systems - Data collection and sampling methods |
| Topic 6: Analyze Phase | - Regression and correlation analysis - Root cause analysis - Failure modes and effects analysis (FMEA) - Hypothesis testing |
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NEW QUESTION # 155
The following is a set of individual measurements:
3 5 4 5 6 3 4 3 2 4 5 6 5 7 6 4 5 5 8 7 6 6 7 7 4
Find the control limits for the individuals chart.
Answer: D
NEW QUESTION # 156
What conclusion is most correct about the Experimental Design shown here with the response in the far right column?
Answer: D
NEW QUESTION # 157
This experimental design is:
Answer: D
NEW QUESTION # 158
What tool is used to identify relationships that exist between groups of data?
Answer: A
Explanation:
A matrix diagram is used to identify and display relationships between groups of data, factors, functions, or variables. In the CSSBB body of knowledge, matrix diagrams are especially useful when the team needs to understand how one set of items relates to another, such as customer requirements to process steps, causes to effects, departments to responsibilities, or inputs to outputs. The strength and pattern of those relationships can often be shown clearly in matrix form, making the tool valuable in analysis and planning. A tree diagram is used to break a broad objective into smaller and smaller tasks or elements. An interrelationship digraph is used to show cause-and-effect linkages among issues, especially when relationships are complex and directional. A prioritization matrix is used to rank alternatives based on weighted criteria. Since this question asks specifically about identifying relationships between groups of data, the matrix diagram is the best fit. For Black Belts, this tool is helpful when organizing complex information and tracing linkages across categories in a systematic and visual way. Therefore, the correct answer is C, Matrix diagram.
NEW QUESTION # 159
Which of the following terms is defined as the ratio of value-added time to total lead time?
Answer: C
Explanation:
Process cycle efficiency is the Lean Six Sigma measure defined as the ratio of value-added time to total lead time. It indicates how much of the overall elapsed time is actually spent performing work that the customer would recognize as valuable, compared with time consumed by waiting, transporting, storing, inspecting, reworking, or other non-value-added activity. This makes it an important organizational process management measure because it highlights hidden waste inside a process. A high process cycle efficiency indicates that the process flow is relatively lean, while a low value signals that a large share of lead time is being lost to delays and inefficiencies. In Black Belt practice, this metric is often used with process maps and value stream analysis to identify opportunities for cycle-time compression and waste removal. The other options are not defined this way. Cycle-time reduction is an improvement objective, not the ratio itself, and return on assets or return on investments are financial metrics rather than flow-efficiency measures. Therefore, the correct answer is Process cycle efficiency.
NEW QUESTION # 160
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