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| Section | Objectives |
|---|---|
| Topic 1: KPI Typology | - Leading vs lagging KPIs - Qualitative vs quantitative KPIs - Efficiency vs effectiveness KPIs |
| Topic 2: KPIs in Context | - KPIs cascaded to functional area - KPI selection for industry |
| Topic 3: Data Gathering | - KPI reporting data sources - KPI activation tools - Community of Practice - Communication with data custodians - Guidelines to improving - Data quality dimensions - KPI activation techniques |
| Topic 4: KPI Documentation | - Weights and Indexes - KPI documentation form design - KPI documentation form functions - KPI documentation process - Organizational KPI libraries development |
| Topic 5: The World of KPIs | - The value added by KPIs - Organizational levels - KPIs concept map - Governance - Challenges in performance measurement |
| Topic 6: Data Visualization | - Usability in terms of visual design - Scorecard and dashboard examples - Best practices in dashboard design - Guidelines to design efficient templates - Best practices in scorecard design |
| Topic 7: Understanding KPIs | - SMART objectives decomposed - KPI lifecycle - KPI related terminology |
| Topic 8: KPI Selection | - KPI selection techniques - KPI selection sources - KPI selection for organizational scorecard |
| Topic 9: KPI Project Coordination | - The business case for KPI implementation - Primary and secondary data sources - KPI project plan - KPI workshop briefing pack |
| Topic 10: KPI Selection at Operational Level | - Operational dashboard - Department scorecard |
| Topic 11: KPI Measurement | - Data gathering communication - Change log - KPI report |
| Topic 12: Working with Targets | - Targets in practice - Challenges in working with targets - KPI documentation processes - Negative behaviors when setting |
| Topic 13: KPI Taxonomy | - KPI use case scenarios - Interdisciplinary systemic worldview - KPI DNA map |
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NEW QUESTION # 68
Which of the statements below represents a stage of the Value Flow Analysis?
Answer: D
NEW QUESTION # 69
Which start target would you propose for "Net Promoter Score (NPS) (%)", tracked at organizational level?
Answer: A
NEW QUESTION # 70
Which KPI is suitable for balancing "Hotel occupancy (%)"?
Answer: A
Explanation:
Hotel occupancy can be increased by discounting heavily, which may raise occupancy but reduce profitability and revenue quality. A strong balancing KPI is revenue per available capacity unit (commonly RevPAR- revenue per available room), because it combines volume (occupancy) with price (rate) into a revenue effectiveness measure. This prevents "fill rooms at any price" behavior and keeps the focus on value, not just volume. "Retained customers (%)" can be relevant for loyalty strategy, but it is not the most direct balance to occupancy in daily revenue management. "Occupancy at full rate (%)" can be a useful diagnostic, but RevPAR is the more standard balancing KPI that captures the economic trade-off. "Available capacity (#)" is a resource figure, not a performance balance. Measurement challenges include seasonality and segment mix; activation should track occupancy and RevPAR by channel/segment to understand whether occupancy gains come from healthy pricing or discounting. Balanced KPIs support sustainable revenue optimization.
NEW QUESTION # 71
In which stage of the Value Flow Analysis should "Budget ($)" be allocated?
Answer: C
Explanation:
In Value Flow Analysis, inputs are the resources invested to enable work to happen-money, people, time, tools, and materials. A budget is a financial resource allocated upfront (or periodically) to fund operations and initiatives, so it belongs in the Input stage. Outputs are what the process produces (e.g., number of completed services), the process stage focuses on how work is performed (cycle time, rework, utilization), and outcomes reflect the results achieved (customer satisfaction, retention, safety outcomes). Placing budget in "Input" supports a clear line of sight: inputs # process performance # outputs # outcomes . This structure helps teams design balanced dashboards: if outcomes are poor, you can assess whether input levels are sufficient, whether processes are inefficient, or whether outputs are misaligned with customer needs. A common selection mistake is treating budget itself as a KPI; the KPI is usually something like budget variance, cost per unit, or ROI-budget is the resource baseline. Mapping budget correctly in Value Flow Analysis improves planning, accountability, and performance analysis.
Batch 6 (Questions 26-30)
NEW QUESTION # 72
For "Orders delivered on time (%)", the trend is good when:
Answer: B
Explanation:
"Orders delivered on time (%)" is a standard service performance KPI. Since it measures the percentage of orders meeting the on-time definition, performance improves as the percentage rises-so the trend is good when increasing . "Within range" is a useful status interpretation when tolerance bands are defined, but trend direction is generally evaluated as higher being better for on-time delivery. "Decreasing" would mean fewer orders are on time, which is undesirable. A common measurement challenge is defining "on time" consistently (exact time vs delivery window), and ensuring the timestamp data is reliable (proof-of-delivery capture, system sync, exception codes). Activation best practices include explicit definitions, exclusions (customer-caused delays, force majeure), and segmentation (by carrier, region, product line) so teams can identify where the decline occurs. Because this KPI can be gamed (e.g., changing promised dates), it should be balanced with customer experience metrics (complaints, satisfaction) and monitored for changes in promise logic. Proper governance keeps the KPI meaningful and actionable.
NEW QUESTION # 73
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