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| Section | Objectives |
|---|---|
| Topic 1: KPI Selection | - KPI selection for organizational scorecard - KPI selection techniques - KPI selection sources |
| Topic 2: Working with Targets | - Targets in practice - Challenges in working with targets - KPI documentation processes - Negative behaviors when setting |
| Topic 3: The World of KPIs | - KPIs concept map - Governance - Challenges in performance measurement - The value added by KPIs - Organizational levels |
| Topic 4: KPI Documentation | - Weights and Indexes - KPI documentation form design - Organizational KPI libraries development - KPI documentation process - KPI documentation form functions |
| Topic 5: KPI Measurement | - Data gathering communication - KPI report - Change log |
| Topic 6: Data Visualization | - Scorecard and dashboard examples - Best practices in dashboard design - Best practices in scorecard design - Usability in terms of visual design - Guidelines to design efficient templates |
| Topic 7: Data Gathering | - Communication with data custodians - KPI reporting data sources - Community of Practice - Guidelines to improving - KPI activation tools - KPI activation techniques - Data quality dimensions |
| Topic 8: KPI Typology | - Qualitative vs quantitative KPIs - Efficiency vs effectiveness KPIs - Leading vs lagging KPIs |
| Topic 9: KPI Project Coordination | - The business case for KPI implementation - KPI workshop briefing pack - Primary and secondary data sources - KPI project plan |
| Topic 10: Understanding KPIs | - SMART objectives decomposed - KPI related terminology - KPI lifecycle |
| Topic 11: KPI Selection at Operational Level | - Operational dashboard - Department scorecard |
| Topic 12: KPIs in Context | - KPI selection for industry - KPIs cascaded to functional area |
| Topic 13: KPI Taxonomy | - KPI DNA map - Interdisciplinary systemic worldview - KPI use case scenarios |
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NEW QUESTION # 62
Which of the following stakeholders should be involved in the KPI selection for a Service Level Agreement (SLA)?
Answer: D
NEW QUESTION # 63
Which of the following design features for graphs should be avoided?
Answer: C
Explanation:
3D chart effects should be avoided in KPI reporting because they distort perception, reduce accuracy of comparisons, and can mislead audiences-especially when small differences matter. Performance management relies on clear, trustworthy communication; anything that introduces visual ambiguity undermines confidence in the data and can cause wrong decisions. Using a limited number of colors is generally recommended (it improves clarity and consistency), and light gridlines can be helpful when used sparingly. Showing individual values on bars can be appropriate depending on audience and chart density; it can support precise reading, though it should not clutter the chart. The underlying measurement challenge is interpretation reliability : a KPI can be correctly calculated but poorly communicated, leading to confusion, debate, and inaction. Visualization choices are part of data governance and "last-mile" activation-how information turns into action. Avoiding 3D is a standard rule because it adds no analytical value while increasing misinterpretation risk. Clean, simple visuals help ensure performance discussions focus on drivers, root causes, and corrective initiatives rather than on the chart format.
NEW QUESTION # 64
Which of the following design features for graphs should be used?
Answer: A
Explanation:
A KPI implementation plan should include standards for reporting and visualization so dashboards are consistent and interpretable. Listing a clear title and legend supports shared understanding: stakeholders can immediately identify what the chart represents, which series is which, and how to read it. This directly reduces misinterpretation and improves adoption. Overlapping multiple graph types often increases complexity and can hide key messages, especially in executive reporting. Strong gridlines typically add visual noise; light gridlines are preferred if needed at all. Dark backgrounds reduce readability in print and can cause accessibility issues; most performance dashboards prioritize high-contrast, clean, neutral backgrounds.
Visualization standards are part of "activation" because they operationalize how the KPI will be consumed in meetings and decision cycles. Good practice also includes: consistent units, time windows, target lines, RAG thresholds, and notes for definitions or exceptions. Without these, teams waste time debating the chart instead of acting on results-a common failure mode in KPI rollouts.
NEW QUESTION # 65
Which of the following statements is a KPI used by a facility maintenance team?
Answer: C
Explanation:
A KPI is a measurable indicator used to monitor performance over time. "Air purity in the production area" is measurable (e.g., particulate count, ppm, ISO cleanroom class), can be tracked at a defined cadence, and can be assigned an owner and target-so it fits KPI criteria. "Safety" is typically an objective/theme (important but not directly measurable unless expressed as an indicator like LTIFR, incident rate, near-miss rate). "Develop a succession plan within 2 months" is an initiative/milestone (a one-time deliverable with a deadline), not an ongoing performance measure. Good KPI practice also requires a clear definition, formula, data source, and tolerance bands; air purity supports operational control and compliance, making it suitable for a facility maintenance context. A common pitfall is confusing broad concepts (like "Safety") with KPIs; turning them into quantified indicators is what makes them actionable.
NEW QUESTION # 66
Which of the statements below is correct?
Answer: A
Explanation:
Performance management is the broader discipline that includes setting direction (objectives), selecting measures (KPIs), tracking results (performance measurement), reviewing progress, diagnosing issues, and executing improvement initiatives. Therefore, performance measurement is a subset of performance management . Performance management cannot be done well without measurement (so A is incorrect), and the terms are not synonyms (so C is incorrect). While specialized staff can support measurement design and governance, measurement should not be isolated to specialists only; operational teams must understand and own the metrics, otherwise results won't drive action (so B is not the best statement). This distinction matters in KPI programs: organizations often build dashboards but fail to create the management routines that turn data into decisions-leading to "measurement without management." A solid KPI implementation plan includes not only metric definitions and data pipelines, but also review cadences, accountability (KPI owners), action tracking, and escalation. Keeping measurement inside the larger management system ensures KPIs are used to improve performance rather than merely report it.
NEW QUESTION # 67
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