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| Section | Objectives |
|---|---|
| Topic 1: KPI Measurement | - Change log - KPI report - Data gathering communication |
| Topic 2: Data Visualization | - Best practices in dashboard design - Usability in terms of visual design - Guidelines to design efficient templates - Scorecard and dashboard examples - Best practices in scorecard design |
| Topic 3: KPI Selection at Operational Level | - Operational dashboard - Department scorecard |
| Topic 4: Data Gathering | - Data quality dimensions - KPI reporting data sources - Communication with data custodians - Community of Practice - KPI activation tools - Guidelines to improving - KPI activation techniques |
| Topic 5: KPIs in Context | - KPIs cascaded to functional area - KPI selection for industry |
| Topic 6: Working with Targets | - Targets in practice - KPI documentation processes - Negative behaviors when setting - Challenges in working with targets |
| Topic 7: KPI Project Coordination | - KPI workshop briefing pack - The business case for KPI implementation - KPI project plan - Primary and secondary data sources |
| Topic 8: Understanding KPIs | - KPI lifecycle - KPI related terminology - SMART objectives decomposed |
| Topic 9: KPI Documentation | - KPI documentation form design - Weights and Indexes - KPI documentation form functions - KPI documentation process - Organizational KPI libraries development |
| Topic 10: KPI Selection | - KPI selection sources - KPI selection for organizational scorecard - KPI selection techniques |
| Topic 11: KPI Taxonomy | - Interdisciplinary systemic worldview - KPI DNA map - KPI use case scenarios |
| Topic 12: The World of KPIs | - The value added by KPIs - KPIs concept map - Governance - Challenges in performance measurement - Organizational levels |
| Topic 13: KPI Typology | - Qualitative vs quantitative KPIs - Efficiency vs effectiveness KPIs - Leading vs lagging KPIs |
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問題 #60
Which of the following stakeholders should be involved in the KPI selection for a Service Level Agreement (SLA)?
答案：B
問題 #61
Which type of graph is ideal for trend analysis?
答案：D
解題說明：
Line charts are ideal for trend analysis because they show changes over time clearly, highlight directionality (improving/declining), and help spot patterns such as seasonality, step-changes, and volatility. For KPIs, trend matters as much as current status: a KPI slightly below target but improving steadily can require a different action than a KPI above target but deteriorating. Spaghetti charts often become unreadable when too many lines are plotted, making them risky for decision-making. Bullet graphs are excellent for showing current performance versus target and thresholds in a compact way, but they are not primarily a trend visualization unless combined with time series. Scatter graphs are best for relationships/correlation between variables (e.g., call duration vs first-call resolution) rather than time trends. A common measurement challenge is overreacting to short-term noise; line charts support better interpretation when paired with consistent time intervals, rolling averages where appropriate, and clear annotations for major events (policy changes, launches) that explain shifts. This improves KPI "signal vs noise" and leads to more stable performance management.
問題 #62
Which of the following is an efficiency KPI?
答案：A
解題說明：
Efficiency KPIs measure how well resources are converted into outputs-typically cost, time, or effort per unit of output . "Cost per delivered order ($)" is a direct efficiency KPI because it expresses the resources spent to deliver one unit of service/output. "Production output (#)" is an output/volume measure, which is important but does not describe resource use per unit (it can increase even if efficiency worsens). "Employee satisfaction (%)" is an outcome/people metric, not efficiency. Selecting efficiency KPIs requires careful definition of included costs (labor, logistics, overhead allocation) and consistency across periods; otherwise, performance swings may reflect accounting changes rather than operational improvements. A common pitfall is optimizing efficiency at the expense of effectiveness (quality, customer outcomes). To prevent this, efficiency KPIs are often paired with effectiveness or quality KPIs (defect rate, on-time delivery, customer satisfaction) so teams don't reduce costs by cutting corners. Proper KPI documentation and balanced scorecards keep efficiency improvement aligned with overall value delivery.
問題 #63
Which of the following statements is a KPI used by a facility maintenance team?
答案：A
解題說明：
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.
問題 #64
Initiatives should start with:
答案：B
解題說明：
Initiatives are typically framed as named programs, projects, or implementations, and they commonly start with nouns (e.g., "CRM implementation," "Customer feedback system rollout," "Lean redesign program,"
"Training program"). This naming convention distinguishes initiatives from objectives, which usually start with action verbs (Increase/Improve/Reduce). While initiatives do involve actions, they are often referred to as "the thing" being executed (a project), hence noun-led phrasing. This helps keep a clean separation in a performance management system: objectives define what results you want, KPIs define how you measure results, and initiatives define what work you will do to change results. A frequent pitfall is writing initiatives as objectives (e.g., "Improve onboarding"), which blurs whether it's a desired result or a project. Another pitfall is writing initiatives as KPIs ("Implement CRM by date") and then treating a milestone as ongoing performance. Clear language conventions make cascading and reporting cleaner and support governance:
projects are tracked via milestones and delivery KPIs, while business outcomes are tracked via performance KPIs.
問題 #65
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