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| Section | Objectives |
|---|---|
| KPI Selection | - KPI selection for organizational scorecard - KPI selection techniques - KPI selection sources |
| KPI Taxonomy | - KPI use case scenarios - Interdisciplinary systemic worldview - KPI DNA map |
| KPI Measurement | - KPI report - Change log - Data gathering communication |
| Data Visualization | - Best practices in scorecard design - Scorecard and dashboard examples - Usability in terms of visual design - Guidelines to design efficient templates - Best practices in dashboard design |
| Data Gathering | - Data quality dimensions - KPI activation tools - KPI reporting data sources - KPI activation techniques - Community of Practice - Communication with data custodians - Guidelines to improving |
| KPI Typology | - Qualitative vs quantitative KPIs - Efficiency vs effectiveness KPIs - Leading vs lagging KPIs |
| KPI Selection at Operational Level | - Department scorecard - Operational dashboard |
| Working with Targets | - Challenges in working with targets - Negative behaviors when setting - KPI documentation processes - Targets in practice |
| The World of KPIs | - The value added by KPIs - Governance - Challenges in performance measurement - KPIs concept map - Organizational levels |
| KPI Project Coordination | - Primary and secondary data sources - KPI workshop briefing pack - The business case for KPI implementation - KPI project plan |
| KPI Documentation | - KPI documentation process - KPI documentation form design - Organizational KPI libraries development - Weights and Indexes - KPI documentation form functions |
| Understanding KPIs | - KPI lifecycle - SMART objectives decomposed - KPI related terminology |
| KPIs in Context | - KPI selection for industry - KPIs cascaded to functional area |
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NEW QUESTION # 58
Which of the following KPIs is the most suitable to select for measuring the following objective: "Increase profitability"?
Answer: B
Explanation:
Profitability is fundamentally about the surplus after costs, so net profit ($) is the most direct KPI to measure the objective "Increase profitability." Revenue alone can grow while profitability falls if costs rise faster. Cost alone can decrease while profitability still worsens if revenue drops sharply. Annual budget is a planning figure, not an outcome measure of profitability. In organizational scorecards, net profit is a lagging KPI that summarizes business performance and supports investor/board reporting. However, because it is lagging, it should be supported by driver KPIs at departmental and team levels-such as gross margin, cost per unit, pricing realization, churn, conversion rate, and operational efficiency-so teams can act before quarter-end results are locked in. A common measurement challenge is attribution: profitability changes can be driven by mix shifts, accounting treatments, or one-time items. Good KPI documentation should specify whether net profit is operating profit, EBITDA, or after-tax profit, and whether exceptional items are excluded for performance management comparability.
NEW QUESTION # 59
Which KPI best measures the achievement of the following objective: "Improve employee skills & competencies"?
Answer: B
NEW QUESTION # 60
How often would you recommend collecting data and reporting on "Employee engagement (%)"?
Answer: B
Explanation:
Employee engagement is typically measured through structured surveys that require adequate participation, thoughtful analysis, and follow-up actions-so a biannual cadence is commonly appropriate. Engagement doesn't meaningfully change day-to-day, and collecting it too frequently can create survey fatigue, lower response quality, and reduce trust in the process. Monthly or weekly engagement reporting is rarely practical unless using lightweight "pulse" methods, and even then, the primary KPI is usually tracked less frequently with pulses as supporting diagnostics. Activation considerations include ensuring anonymity, consistent survey questions, clear segmentation rules (to protect confidentiality), and a structured action-planning cycle after results are reported. One major measurement challenge is turning engagement scores into action; reporting must align with manager enablement, communication plans, and initiatives that address the drivers of engagement. Biannual measurement provides enough time to implement changes and observe movement while maintaining a reliable baseline. In scorecards, engagement is often treated as an organizational-level outcome KPI supported by leading indicators such as manager 1:1 completion rate, training completion, workload balance metrics, and retention.
NEW QUESTION # 61
In which stage of the Value Flow Analysis should "Customer satisfaction (%)" be monitored?
Answer: B
Explanation:
Customer satisfaction is an Outcome KPI because it measures the end result experienced by the customer, not the internal activity or resources used. Inputs are what you invest (budget, staffing), process KPIs describe how work is executed (cycle time, error rate), and outputs capture deliverables produced (orders delivered, requests resolved). Satisfaction reflects whether those outputs met customer expectations in quality, timeliness, and overall experience. It is also often used at organizational scorecard level, with departmental dashboards showing the operational drivers that influence it (response time, first-contact resolution, defect rate, on-time delivery). Measurement challenges include survey bias, response rate, timing (immediately after interaction vs periodic), and consistency of the rating scale. Proper activation includes setting a clear survey method, minimum sample sizes, segmentation rules, and a reporting cadence aligned with decision cycles. A common pitfall is using satisfaction without driver metrics-teams can see the score but can't identify what to improve. Linking outcome KPIs to leading indicators makes performance management actionable.
NEW QUESTION # 62
Which of the following are effectiveness KPIs?
Answer: B
Explanation:
Effectiveness KPIs reflect whether desired results are being achieved-often tied to outcomes such as satisfaction, engagement, quality, or goal attainment. The employee engagement index is an effectiveness KPI because it measures the state of engagement (a desired people outcome) rather than resource efficiency.
"Time to process request per agent" is primarily an efficiency/productivity measure (speed/effort), and
"transportation capacity utilization" is also typically an efficiency measure (how fully capacity is used).
Therefore "All the answers" is not correct. Effectiveness metrics are important because organizations can become efficient at doing the wrong things; effectiveness ensures performance aligns with strategic intent. A measurement challenge for engagement is survey validity and response bias; activation requires consistent methodology, confidentiality, and a follow-up action cycle. In scorecards, effectiveness KPIs are often lagging or semi-lagging, so they should be supported by leading indicators and initiatives. Balancing effectiveness with efficiency prevents unintended trade-offs-e.g., faster processing times that reduce service quality or employee experience.
NEW QUESTION # 63
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