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| Section | Objectives |
|---|---|
| KPI Selection at Operational Level | - Department scorecard - Operational dashboard |
| Working with Targets | - Negative behaviors when setting - Targets in practice - Challenges in working with targets - KPI documentation processes |
| Understanding KPIs | - KPI related terminology - KPI lifecycle - SMART objectives decomposed |
| KPIs in Context | - KPIs cascaded to functional area - KPI selection for industry |
| KPI Taxonomy | - KPI DNA map - Interdisciplinary systemic worldview - KPI use case scenarios |
| The World of KPIs | - KPIs concept map - Governance - Challenges in performance measurement - The value added by KPIs - Organizational levels |
| KPI Selection | - KPI selection techniques - KPI selection for organizational scorecard - KPI selection sources |
| KPI Project Coordination | - The business case for KPI implementation - Primary and secondary data sources - KPI workshop briefing pack - KPI project plan |
| Data Gathering | - Data quality dimensions - Communication with data custodians - KPI activation techniques - Community of Practice - Guidelines to improving - KPI reporting data sources - KPI activation tools |
| KPI Documentation | - KPI documentation form functions - Weights and Indexes - KPI documentation process - Organizational KPI libraries development - KPI documentation form design |
| KPI Measurement | - KPI report - Data gathering communication - Change log |
| KPI Typology | - Qualitative vs quantitative KPIs - Leading vs lagging KPIs - Efficiency vs effectiveness KPIs |
| Data Visualization | - Best practices in scorecard design - Usability in terms of visual design - Best practices in dashboard design - Scorecard and dashboard examples - Guidelines to design efficient templates |
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NEW QUESTION # 36
Which of the following statements is a qualitative KPI?
Answer: A
NEW QUESTION # 37
Which of the following statements is a KPI used by a facility maintenance team?
Answer: B
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 # 38
Which of the following types of graphs are recommended for visualizing performance results?
Answer: C
Explanation:
Bar charts are widely recommended for performance reporting because they make comparisons clear: across categories (teams, sites, products), against targets, or between time periods. They are easy to read, work well in dashboards, and help stakeholders quickly identify gaps and priorities. Pie charts often obscure differences unless there are very few categories and large contrasts; they are poor for comparing small changes over time.
"Spaghetti charts" (multiple overlapping lines) can become cluttered and reduce interpretability, especially for executives who need fast insights. 3D graphs are commonly discouraged because they distort perception and can mislead readers due to perspective effects. In KPI governance, visualization is part of enabling consistent decision-making: the goal is not decoration but clarity-showing status vs target, trend direction, and variance. A strong bar chart design also uses consistent scales, minimal color palette (often with RAG thresholds), and avoids unnecessary labels. When selecting visuals for scorecards and dashboards, prioritize formats that reduce cognitive load and help people act on the data.
NEW QUESTION # 39
How often should KPIs be modified?
Answer: B
NEW QUESTION # 40
Which KPI should be used to balance "First call resolution rate (%)"?
Answer: D
Explanation:
Balancing KPIs helps prevent unintended behaviors and gaming. "First call resolution rate (%)" can be improved in ways that increase cost or reduce efficiency (e.g., agents spending excessive time on calls to ensure resolution). The most appropriate balancing KPI among the options is call duration , because it captures the efficiency trade-off: higher resolution is good, but not if it requires unreasonably long calls that reduce capacity and increase wait times. "Calls per hour" or "calls per staff" are also productivity indicators, but call duration is more directly linked to the behavior that can inflate first-call resolution-staying on the phone longer. "Improve call resolution" is an objective/initiative phrasing, not a KPI. A common measurement challenge is optimizing one metric at the expense of another; balancing creates a guardrail that keeps performance improvements sustainable. In practice, contact centers often balance first-call resolution with average handle time, customer satisfaction, and repeat contact rate to ensure resolution quality and efficiency. Proper KPI documentation should define call duration calculation (talk time vs wrap-up included), exclusions, and targets that reflect service complexity.
NEW QUESTION # 41
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