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| Section | Objectives |
|---|---|
| Topic 1: Working with Targets | - KPI documentation processes - Negative behaviors when setting - Challenges in working with targets - Targets in practice |
| Topic 2: Understanding KPIs | - KPI lifecycle - KPI related terminology - SMART objectives decomposed |
| Topic 3: KPI Documentation | - KPI documentation form design - Weights and Indexes - KPI documentation process - KPI documentation form functions - Organizational KPI libraries development |
| Topic 4: KPIs in Context | - KPIs cascaded to functional area - KPI selection for industry |
| Topic 5: KPI Typology | - Qualitative vs quantitative KPIs - Efficiency vs effectiveness KPIs - Leading vs lagging KPIs |
| Topic 6: KPI Selection | - KPI selection for organizational scorecard - KPI selection sources - KPI selection techniques |
| Topic 7: Data Visualization | - Scorecard and dashboard examples - Guidelines to design efficient templates - Usability in terms of visual design - Best practices in dashboard design - Best practices in scorecard design |
| Topic 8: KPI Taxonomy | - KPI DNA map - KPI use case scenarios - Interdisciplinary systemic worldview |
| Topic 9: Data Gathering | - KPI reporting data sources - KPI activation tools - Guidelines to improving - Data quality dimensions - Communication with data custodians - KPI activation techniques - Community of Practice |
| Topic 10: The World of KPIs | - The value added by KPIs - Governance - KPIs concept map - Organizational levels - Challenges in performance measurement |
| Topic 11: KPI Measurement | - Change log - KPI report - Data gathering communication |
| Topic 12: KPI Selection at Operational Level | - Department scorecard - Operational dashboard |
| Topic 13: KPI Project Coordination | - KPI workshop briefing pack - KPI project plan - The business case for KPI implementation - Primary and secondary data sources |
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NEW QUESTION # 54
Which of the following words is not a KPI lifecycle phase?
Answer: C
Explanation:
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.
NEW QUESTION # 55
Which KPI is suitable for balancing "Net profit ($)"?
Answer: C
Explanation:
Net profit is an accounting-based outcome KPI and can be influenced by non-cash items (accruals, depreciation, revenue recognition timing). A strong balancing KPI is cash flow , because it ensures profitability improvements are translating into real liquidity and financial resilience. Organizations can report profits while facing cash constraints (e.g., high receivables, inventory buildup, delayed collections), so cash flow provides a critical guardrail. "Budget variance (%)" is useful for cost control and planning discipline, but it is not as fundamental a balance to profit as cash generation. "Improve profitability" is an objective, not a KPI. "None of the answers" is incorrect because cash flow is a classic balancing metric for profit.
Measurement challenges include ensuring consistent cash flow definition (operating cash flow vs free cash flow) and separating one-time movements from underlying performance. In scorecards, net profit and cash flow together prevent over-optimizing accounting outcomes (e.g., delaying necessary spend) and help leadership make sustainable growth decisions.
NEW QUESTION # 56
Which is the calculation formula for "On-time arrivals (%)"?
Answer: C
Explanation:
"On-time arrivals (%)" is a classic ratio KPI : the number of arrivals that met the on-time definition divided by total arrivals, multiplied by 100. Option B matches that structure directly: (on-time arrivals / total arrivals) ร 100 . Option A calculates the complement (late arrivals as a percentage), not on-time arrivals.
Option D is an average duration calculation, which is a different type of measure (cycle time) and not an on- time percentage. A key measurement challenge is defining "on-time" precisely-e.g., arrival within 5 minutes of schedule, or within a contractual window. The KPI documentation should specify: time window, inclusion
/exclusion rules (canceled trips, rescheduled arrivals), time source (system timestamp vs manual entry), and how partial data is handled. Without consistent definitions, the KPI becomes easy to dispute and hard to improve. This KPI is also sensitive to data accuracy (clock sync, GPS timestamps), so activation should include data validation checks and ownership for corrections.
NEW QUESTION # 57
Which of the statements below is correct?
Answer: C
Explanation:
Performance management is the broader discipline that includes setting direction (objectives), selecting measures (KPIs), tracking results (performance measurement), reviewing progress, diagnosing issues, and executing improvement initiatives. Therefore, performance measurement is a subset of performance management . Performance management cannot be done well without measurement (so A is incorrect), and the terms are not synonyms (so C is incorrect). While specialized staff can support measurement design and governance, measurement should not be isolated to specialists only; operational teams must understand and own the metrics, otherwise results won't drive action (so B is not the best statement). This distinction matters in KPI programs: organizations often build dashboards but fail to create the management routines that turn data into decisions-leading to "measurement without management." A solid KPI implementation plan includes not only metric definitions and data pipelines, but also review cadences, accountability (KPI owners), action tracking, and escalation. Keeping measurement inside the larger management system ensures KPIs are used to improve performance rather than merely report it.
NEW QUESTION # 58
Which tolerance intervals would you propose for "Employee satisfaction (%)"?
Answer: B
Explanation:
Employee satisfaction percentages typically sit in a mid-to-high range in many organizations when measured on standard scales and converted to % favorable. Tolerance intervals should therefore be credible and discriminating : they should separate poor performance from acceptable and strong performance without being either impossible or meaningless. Option B provides practical bands: red below 65% (needs intervention), yellow 65-75% (watch/improve), green above 75% (healthy). Option A is unrealistically low and would label most organizations "green" even with poor satisfaction. Option C is poorly formed (single values at boundaries) and too wide to guide action. Option D implies red is above 80%, which reverses the typical meaning of red/yellow/green and would be nonsensical for satisfaction. Context still matters (industry, geography, survey method), but the principle is consistent: thresholds should be aligned to realistic baselines, allow for improvement, and support decision-making. Implementation should also specify sample size rules, segmentation, and confidence considerations to avoid overreacting to small changes.
NEW QUESTION # 59
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