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| Section | Objectives |
|---|---|
| KPI Selection | - KPI selection sources - KPI selection for organizational scorecard - KPI selection techniques |
| The World of KPIs | - Challenges in performance measurement - Organizational levels - Governance - The value added by KPIs - KPIs concept map |
| KPI Selection at Operational Level | - Operational dashboard - Department scorecard |
| Working with Targets | - Targets in practice - Negative behaviors when setting - KPI documentation processes - Challenges in working with targets |
| KPI Measurement | - KPI report - Change log - Data gathering communication |
| Data Visualization | - Best practices in dashboard design - Guidelines to design efficient templates - Scorecard and dashboard examples - Usability in terms of visual design - Best practices in scorecard design |
| KPIs in Context | - KPI selection for industry - KPIs cascaded to functional area |
| KPI Taxonomy | - Interdisciplinary systemic worldview - KPI DNA map - KPI use case scenarios |
| Understanding KPIs | - KPI lifecycle - SMART objectives decomposed - KPI related terminology |
| KPI Typology | - Leading vs lagging KPIs - Efficiency vs effectiveness KPIs - Qualitative vs quantitative KPIs |
| KPI Project Coordination | - The business case for KPI implementation - KPI project plan - KPI workshop briefing pack - Primary and secondary data sources |
| Data Gathering | - Communication with data custodians - Data quality dimensions - KPI activation techniques - KPI reporting data sources - KPI activation tools - Guidelines to improving - Community of Practice |
| KPI Documentation | - KPI documentation form functions - KPI documentation process - Weights and Indexes - Organizational KPI libraries development - KPI documentation form design |
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NEW QUESTION # 12
Which value driver will influence "Service quality index"?
Answer: D
NEW QUESTION # 13
Which KPI measures the achievement of the following objective: "Build an environment that fosters creativity and innovation"?
Answer: D
Explanation:
An environment that fosters creativity and innovation should produce a higher volume of ideas generated , shared, and discussed. "Innovation ideas from staff (#)" is a practical KPI for capturing participation and ideation activity, especially as a leading indicator in organizations where patents are rare or long-cycle.
Option C is phrased as a target/initiative outcome with a deadline (and patents are context-specific, often not applicable to many businesses). Options B and D relate to learning and development; they may support innovation capability but do not directly measure whether an innovation culture is emerging. A key measurement challenge is ensuring idea counts don't become a vanity metric-people might submit low- quality ideas to inflate numbers. Mitigations include defining what qualifies as an "idea" (submitted into a system with basic completeness), and balancing with an outcome KPI such as "% ideas implemented" or
"value realized from implemented ideas." Context matters: in R & D-heavy firms, patents may be relevant; in service organizations, ideation and implementation rates are often more actionable.
NEW QUESTION # 14
Which of the following statements is a technique used for KPI data gathering?
Answer: C
Explanation:
A data gathering process map is a technique because it structures how data is collected and moved through the organization-step-by-step-so that collection is consistent, repeatable, and auditable. While "sending reminder email" can support compliance with deadlines, it's not a robust data-gathering technique by itself; it' s a communication tactic. A KPI documentation form is essential for defining the KPI (formula, frequency, thresholds, source), but it does not execute the collection process. "Data custodian" is a role, not a technique.
Data gathering challenges typically cluster around timeliness, completeness, and accuracy ; process mapping addresses all three by clarifying the sequence of actions, defining controls (validations, reconciliation), and setting responsibilities and timelines. In practice, an effective process map includes trigger events (month-end close), system extract steps, data transformation rules, exception handling, and sign- off points. This reduces rework and "last minute spreadsheet chaos," and it improves trust in reported numbers-critical for KPI adoption and for turning metrics into decisions.
NEW QUESTION # 15
How often should KPIs be modified?
Answer: C
NEW QUESTION # 16
In which stage of the Value Flow Analysis should "Returning customers (%)" be monitored?
Answer: A
Explanation:
"Returning customers (%)" is an Outcome KPI because it reflects the business result of your service/product performance-customer loyalty/retention-rather than the activity performed. Inputs are resources (budget, staffing), process KPIs track how work is done (cycle time, utilization), and outputs capture what was produced (orders shipped, tickets closed). Returning customers indicates whether the outputs and experience delivered created enough value for customers to come back. It's also commonly used at organizational or department scorecard level because it ties to growth efficiency and long-term revenue stability. Measurement challenges include defining "returning" (repeat purchase within 30/90/365 days, repeat booking, active subscription renewal) and ensuring identity resolution (same customer across channels/accounts).
Documentation should specify cohort logic, time window, and the denominator used (total customers vs customers eligible to return). In KPI selection, retention outcomes should be paired with leading drivers (service quality rating, delivery performance, complaint resolution) to make improvements actionable rather than purely descriptive.
NEW QUESTION # 17
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