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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Measure | 15% | - Probability and statistics - Process analysis - Process capability - Measurement systems analysis - Data collection |
| Topic 2: Organizational Process Management and Measures | 10% | - Benchmarking - Performance measures - Process elements and boundaries - Business results |
| Topic 3: Improve | 10% | - Implementation planning - Risk analysis - Design of experiments - Solution generation |
| Topic 4: Organization-Wide Planning and Deployment | 15% | - Organizational goals and objectives - Resource allocation - Six Sigma deployment models - Leadership and roles |
| Topic 5: Team Management | 10% | - Team formation - Tools and techniques - Team dynamics - Team facilitation |
| Topic 6: Control | 10% | - Sustainment and knowledge transfer - Process monitoring - Statistical process control - Control plans |
| Topic 7: Analyze | 15% | - Multivariate tools - Data analysis - Hypothesis testing - Correlation and regression |
| Topic 8: Design for Six Sigma (DFSS) Frameworks and Methodologies | 5% | - Robust design - DFSS methodologies - Concept generation |
| Topic 9: Define | 10% | - Stakeholder analysis - Voice of the customer - Project identification - Project scope and charter |
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NEW QUESTION # 11
The best method of reducing resistance to change is to
Answer: A
Explanation:
The best method for reducing resistance to change is to show employees how they will benefit from the change. Resistance often comes from fear of loss, uncertainty, disruption of routines, reduced control, or concern about personal impact. In Six Sigma and change-management practice, people are more likely to support change when they understand what is in it for them and can see how the change improves their work, reduces frustration, increases success, or addresses issues they personally experience. Training can help, but training alone does not remove emotional or practical resistance if the individual still sees the change as harmful or threatening. Promoting resistant employees is not a sound response and may create larger leadership problems. Effective change leaders connect the improvement to real employee concerns and explain the practical advantages in clear terms. This approach builds trust, engagement, and willingness to participate. Therefore, the correct answer is B, because personal relevance and perceived benefit are among the strongest ways to lower resistance and improve adoption of a change initiative.
NEW QUESTION # 12
Which of the following actions is part of pre-experimental planning?
Answer: A
Explanation:
The correct answer is B. Selecting the intended response variable . In the CSSBB DOE planning material, one of the earliest planning steps is to set objectives and select process variables , including both inputs and outputs. The source specifically defines the response variable as the variable that shows the observed result of an experimental treatment and notes that good DOE practice includes selecting all relevant responses during planning.
This is clearly part of pre-experimental planning , because before running any trials, the team must decide what outcome will be measured and optimized. Without a clear response variable, the experiment cannot be structured properly, analyzed correctly, or linked to project objectives. Determining critical values is usually associated with later statistical decision-making, not the basic front-end design of the experiment. Increasing the number of experiments while reducing sample size is not a standard first-step planning rule, and ensuring that only one person conducts each experiment is not a general DOE principle. CSSBB guidance instead emphasizes defining objectives, understanding the process, choosing factors and responses, confirming the measurement system, and then selecting the design. Therefore, selecting the intended response variable is the best answer.
NEW QUESTION # 13
Some of the sources for different types of error that can be quantified using Statistical Analysis are which of these?
Answer: A
NEW QUESTION # 14
Which of the following groups needs to be identified in order for a project to be successful?
Answer: A
Explanation:
Stakeholders must be identified for a project to be successful because they include all individuals and groups who are affected by the project, can influence its outcome, or control resources and acceptance of the change.
In the Define Phase, stakeholder identification is essential for understanding support, resistance, expectations, communication needs, and ownership concerns. A project can be technically sound and still fail if key stakeholders are overlooked. Black Belts must identify who needs to be informed, consulted, involved, or managed throughout the project lifecycle. While project leaders, champions, and process owners are all important roles, they are subsets of the broader stakeholder set. The project team needs to understand the full stakeholder landscape, including customers, functional managers, operators, sponsors, support groups, and downstream users. This helps align the project with business needs and improves adoption of the final solution. Therefore, the correct answer is D, Stakeholders, because identifying the full set of interested and impacted parties is fundamental to project success.
NEW QUESTION # 15
A medicine with efficacy of .52 is given to five patients. Find the approximate probability that at least one of the patients is cured. (Hint: Use the binomial formula.)
Answer: A
NEW QUESTION # 16
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