CAPM Practice: Demonstrate an understanding of common problem-solving tools and techniques

An affinity diagram organizes a large number of ideas or issues into natural groupings based on relationships. It is commonly used after brainstorming to organize and consolidate findings, helping teams identify themes and patterns.

**Why not A:** A scatter diagram plots pairs of numerical data to explore the relationship between two variables. It does not involve grouping ideas from a brainstorming session into categories. Scatter diagrams are quantitative tools, not qualitative organization tools.

**Why not B:** Force field analysis identifies driving and restraining forces for or against a proposed change. It does not involve organizing brainstormed ideas into natural categories. Force field analysis evaluates the forces affecting a decision, not grouping ideas by theme.

**Why not C:** Mind mapping starts with a central concept and branches out to show related ideas hierarchically. While it organizes ideas visually, it differs from an affinity diagram because it uses a hierarchical branching structure rather than grouping separate items into natural categories based on relationships.