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| Section | Objectives |
|---|---|
| KPI Selection and Design | - KPI Selection Process
|
| KPI Implementation | - Data Visualization
|
| KPI Management System | - Performance Management Integration
|
| KPI Fundamentals | - Understanding KPIs
|
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質問 # 60
Which of the following words is not a KPI lifecycle phase?
正解：C
解説：
A KPI lifecycle typically includes phases such as selection (choosing the right measures aligned to objectives), documentation (defining formula, data source, owner, frequency, target, tolerance), activation (making the KPI operational-instrumentation, data pipelines, roles, reporting cadence), and then ongoing reporting, review, and refinement . "Notification" is not usually recognized as a standard lifecycle phase; notifications can be a feature of reporting tools (alerts, reminders) but they are not a core lifecycle stage.
Treating notifications as the "work" can be a pitfall: KPI success depends more on proper definition, reliable data gathering, governance, and consistent review routines than on automated alerts. In practice, activation often includes assigning a KPI owner and data custodian, confirming the data source, building the collection process, and running a pilot to validate accuracy. A common measurement challenge is poor adoption after selection-teams select KPIs but never operationalize them. Clear lifecycle steps prevent that gap and ensure the KPI becomes a trusted management instrument rather than a one-time exercise.
質問 # 61
Which type of graph is ideal for trend analysis?
正解：A
解説：
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.
質問 # 62
Which of the following statements is a KPI used by a facility maintenance team?
正解：D
解説：
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.
質問 # 63
Which of the following stakeholders should be involved in the KPI selection for a Service Level Agreement (SLA)?
正解：D
質問 # 64
Which KPI measures the achievement of the following objective: "Operate a safe working environment"?
正解：A
解説：
"Operate a safe working environment" is best measured by a safety outcome KPI that reflects actual harm reduction. LTIFR (Lost Time Injury Frequency Rate) is widely used to measure workplace safety outcomes, typically calculated as lost time injuries per a standard number of hours worked (e.g., per million hours). That makes it a strong KPI for assessing whether safety performance is improving. Options A, B, and C are inputs or enabling measures: first-aid certification, staffing ratios, and budget can support safety capability, but they do not directly measure the safety outcome. A common pitfall is relying only on lagging injury KPIs; best practice balances LTIFR with leading indicators (near-miss reporting rate, safety observations completed, corrective actions closed on time, training completion) to prevent incidents rather than only counting them after the fact. Measurement challenges include underreporting and classification inconsistencies; activation should include clear incident definitions, reporting processes, and audit checks to ensure LTIFR is accurate and trusted.
質問 # 65
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