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| Section | Objectives |
|---|---|
| KPI Project Coordination | - Primary and secondary data sources - KPI workshop briefing pack - KPI project plan - The business case for KPI implementation |
| Data Gathering | - KPI reporting data sources - Data quality dimensions - Guidelines to improving - KPI activation techniques - Communication with data custodians - Community of Practice - KPI activation tools |
| Working with Targets | - Targets in practice - Negative behaviors when setting - Challenges in working with targets - KPI documentation processes |
| KPI Typology | - Qualitative vs quantitative KPIs - Leading vs lagging KPIs - Efficiency vs effectiveness KPIs |
| KPI Measurement | - KPI report - Change log - Data gathering communication |
| Understanding KPIs | - KPI lifecycle - KPI related terminology - SMART objectives decomposed |
| KPI Documentation | - KPI documentation form design - KPI documentation process - KPI documentation form functions - Organizational KPI libraries development - Weights and Indexes |
| KPI Selection at Operational Level | - Department scorecard - Operational dashboard |
| The World of KPIs | - Organizational levels - KPIs concept map - The value added by KPIs - Challenges in performance measurement - Governance |
| KPI Selection | - KPI selection for organizational scorecard - KPI selection techniques - KPI selection sources |
| Data Visualization | - Scorecard and dashboard examples - Guidelines to design efficient templates - Best practices in scorecard design - Best practices in dashboard design - Usability in terms of visual design |
| KPIs in Context | - KPI selection for industry - KPIs cascaded to functional area |
| KPI Taxonomy | - KPI use case scenarios - KPI DNA map - Interdisciplinary systemic worldview |
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質問 # 38
Which KPI should be used to balance "Innovation ideas expressed by staff (#)"?
正解：B
解説：
Counting innovation ideas can become a vanity metric: teams may generate many low-quality ideas without converting them into outcomes. The best balancing KPI among the options is innovation ideas implemented (%) , because it measures conversion from ideation to execution and discourages "quantity-only" behavior.
Option C is an initiative/target statement (a one-off milestone), not a KPI definition. Option D (ideas per staff member) normalizes for size, but it still focuses on idea volume rather than value creation. Option A (customer ideas) changes the source of ideas rather than balancing the ideation-to-impact trade-off. A common measurement challenge in innovation is encouraging creativity while ensuring follow-through; implementation rate provides a practical guardrail and drives process improvements in evaluation, prioritization, resourcing, and experimentation. In mature systems, implementation rate is further balanced by impact measures (value realized, customer adoption, cost reduction) and by quality gates (validated experiments). Documentation should define what counts as "implemented" (pilot launched, scaled rollout, benefits realized) to avoid gaming.
質問 # 39
Which KPI should be used to balance "New customers (#)"?
正解：A
解説：
"New customers (#)" can be increased by acquiring low-fit or low-margin customers, which may harm profitability and strain operations. A strong balancing KPI is profitable customers (%) , because it ensures growth is healthy and sustainable-new customer acquisition should improve the quality of the customer base, not just the count. Option D is an objective/goal statement, not a KPI selection. "Time to process orders" is operational and may be impacted by growth, but it's a capacity/efficiency measure rather than the primary balance to acquisition quality. Complaints are useful as a quality guardrail, but they don't directly ensure the customers acquired are economically attractive; you can have low complaints and still have unprofitable customers. Measurement challenges include defining "profitable" (contribution margin after variable costs, CAC payback, lifetime value) and ensuring profitability is assessed over an appropriate time window. In practice, acquisition metrics are best balanced by unit economics (LTV/CAC, gross margin, payback period) and retention, so teams don't optimize top-line growth at the expense of long-term value.
質問 # 40
Which is the definition of "Hospital bed occupancy rate (%)"?
正解：D
解説：
A KPI definition describes what is being measured , not what you hope to achieve. "Hospital bed occupancy rate (%)" is defined as the proportion of beds occupied by patients relative to the total available beds over a specified period. Option B correctly captures that. Option A is an objective/intent ("maximize"), not a definition. Option D is incorrect because it refers to hospitals rather than beds and does not express a rate.
Measurement challenges here commonly include defining "available beds" (licensed beds vs staffed beds vs open beds) and the time basis (point-in-time snapshot vs average daily occupancy over a month). For performance analysis, the KPI should specify the scope (unit, ward, hospital), the counting logic (occupied at midnight census vs occupied at any time during day), and how overflow/temporary beds are handled.
Occupancy is often used to balance efficiency and service quality: extremely high occupancy can increase wait times and reduce flexibility, so it is frequently paired with flow metrics (admission-to-bed time) and outcomes (readmission, patient satisfaction).
質問 # 41
Objectives should start with:
正解：A
質問 # 42
Fill in the blank word: Tunnel behavior means looking after the achievement of own targets, ________ consideration of the implications for other areas in the organization.
正解：A
解説：
Tunnel behavior refers to optimizing one's own targets without considering impacts on other parts of the organization. It is a common risk when KPIs are narrowly defined, overly incentivized, or not balanced across outcomes and drivers. For example, a team measured only on speed might cut corners that increase errors for another team downstream, shifting workload rather than improving end-to-end performance. Addressing tunnel behavior is a core KPI measurement challenge: it requires selecting a balanced set of KPIs (efficiency
+ quality + customer outcomes), aligning goals across functions, and designing incentives carefully.
Governance practices also help: cross-functional KPI reviews, shared outcome KPIs, and clear escalation when local optimization harms system performance. In KPI activation, documentation should include the purpose and potential unintended behaviors, plus recommended balancing KPIs. Leaders should reinforce that KPIs are tools for improving overall value delivery-not just hitting local numbers. Recognizing and preventing tunnel behavior is essential for sustainable performance improvement and for maintaining trust in KPI systems.
質問 # 43
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