3. **What are some common pitfalls in KPI and metric selection, and how can businesses avoid them to ensure their performance measurement systems drive the desired outcomes?
2. **How can an organization determine which KPIs are most relevant to its strategic goals, and what steps should be taken to ensure these KPIs effectively measure progress?
3. **What are some common pitfalls or challenges in measuring and interpreting KPIs and metrics, and how can organizations overcome these to ensure accurate and meaningful performance analysis?
2. **How should an organization go about selecting the most relevant KPIs to align with its strategic goals and ensure that they drive desired outcomes?
In what ways can data visualization techniques enhance the interpretation and communication of key performance metrics to stakeholders and decision-makers?