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| Section | Objectives |
|---|---|
| Topic 1: KPIs in Context | - KPIs cascaded to functional area - KPI selection for industry |
| Topic 2: KPI Measurement | - Change log - Data gathering communication - KPI report |
| Topic 3: KPI Project Coordination | - The business case for KPI implementation - KPI workshop briefing pack - Primary and secondary data sources - KPI project plan |
| Topic 4: KPI Selection at Operational Level | - Operational dashboard - Department scorecard |
| Topic 5: The World of KPIs | - Governance - The value added by KPIs - KPIs concept map - Organizational levels - Challenges in performance measurement |
| Topic 6: KPI Documentation | - KPI documentation process - Organizational KPI libraries development - Weights and Indexes - KPI documentation form design - KPI documentation form functions |
| Topic 7: Understanding KPIs | - SMART objectives decomposed - KPI related terminology - KPI lifecycle |
| Topic 8: Data Visualization | - Best practices in scorecard design - Usability in terms of visual design - Scorecard and dashboard examples - Guidelines to design efficient templates - Best practices in dashboard design |
| Topic 9: KPI Selection | - KPI selection for organizational scorecard - KPI selection sources - KPI selection techniques |
| Topic 10: KPI Taxonomy | - KPI use case scenarios - Interdisciplinary systemic worldview - KPI DNA map |
| Topic 11: Working with Targets | - KPI documentation processes - Challenges in working with targets - Targets in practice - Negative behaviors when setting |
| Topic 12: Data Gathering | - KPI activation techniques - KPI activation tools - KPI reporting data sources - Data quality dimensions - Communication with data custodians - Guidelines to improving - Community of Practice |
| Topic 13: KPI Typology | - Qualitative vs quantitative KPIs - Leading vs lagging KPIs - Efficiency vs effectiveness KPIs |
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NEW QUESTION # 35
At what stage in the KPI implementation project should KPIs be linked to rewards?
Answer: A
Explanation:
Linking KPIs to rewards is a sensitive design decision because it can strongly shape behavior and increase the risk of gaming, tunnel behavior, and data manipulation if done poorly. The best practice is to align KPI-based rewards through the formal rewards and recognition program coordinated by HR , ensuring consistent policy, fairness, calibration, and governance-so option B is correct. Doing it immediately upon activation (C) is risky because KPIs may still be stabilizing (definitions, data quality, baseline variability), and teams may not yet trust the measurement. "Within 12 months" (D) can sometimes be appropriate as a rule of thumb, but it is not universally correct; the key is governance alignment, not an arbitrary time delay. "Never" (A) is too absolute; some KPIs are legitimately tied to incentives when designed carefully and balanced with quality
/compliance measures. A strong implementation plan typically includes a period of "measurement-only" to validate data and behaviors, then HR-led integration where appropriate, with safeguards such as balanced scorecards, auditability, and clear exception handling.
NEW QUESTION # 36
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 # 37
Which target would you propose for "Budget ($)", tracked at departmental level?
Answer: B
Explanation:
"Budget ($)" by itself is not a KPI; it is an input/resource allocation figure . KPIs measure performance, typically using ratios, rates, variances, or outcome indicators. A budget is a plan amount, not a performance measure-so proposing a "target" like ยฑ5% doesn't apply to "Budget ($)" as written. The appropriate KPI would be something like budget variance (%) , budget utilization (%) , cost vs budget , or forecast accuracy , each with clear calculation rules and tolerance bands. This question tests the ability to differentiate inputs vs KPIs : budget is the resource baseline, while the KPI is how well actual performance aligns with the plan (or how efficiently the budget translates into outputs/outcomes). In KPI activation and documentation, the distinction is important because it affects ownership, frequency, and interpretation. A common pitfall is putting budgets directly on dashboards without defining variance rules, which leads to unclear performance judgments. To make it actionable, define what "good" means (within tolerance), time period (monthly/quarterly), scope (opex/capex), and how timing differences are treated.
NEW QUESTION # 38
Fill in the blank word: "A measurable expression for the achievement of a desired level of results in an area relevant to the evaluated ________'s activity."
Answer: B
Explanation:
A KPI is commonly defined as a measurable expression of performance in an area relevant to the evaluated entity's activity. "Entity" is the most inclusive and correct term because KPI systems can be applied at multiple levels and units: an organization, a department, a team, an individual, a facility, a program, or even a supplier relationship-each can be an "entity" being evaluated. Using "company" or "organization" narrows the scope unnecessarily, and "team" is too specific. This definition supports cascading: the same KPI principles apply whether you're evaluating the whole enterprise (strategic outcomes), a department (operational performance), or an individual (role-relevant contribution). It also reinforces proper design: KPIs must align to the entity's objectives, be controllable where possible, and be supported by reliable data. A common pitfall is selecting KPIs that do not match the evaluated entity's sphere of influence, leading to frustration and disengagement. Using "entity" in the definition emphasizes that KPI design must be tailored to context and accountability.
NEW QUESTION # 39
In which stage of the Value Flow Analysis should "Time to complete an order (# / time)" be monitored?
Answer: A
Explanation:
"Time to complete an order" is a cycle time/lead time measure that describes how work flows through the system-how long the process takes from start to finish. In Value Flow Analysis, this is a Process KPI because it reflects the transformation/flow characteristics rather than the resources invested (inputs), the deliverables produced (outputs), or the end results achieved (outcomes). Monitoring cycle time helps identify bottlenecks, delays, rework loops, and capacity constraints. It is also a leading indicator for customer-facing outcomes such as satisfaction and on-time delivery. A common KPI measurement challenge is inconsistent start/end timestamps (e.g., "order received" vs "order approved" vs "order entered"), which can make cycle time incomparable across teams. Proper KPI documentation should specify the exact start and end events, data source fields, exclusions (canceled orders), and the reporting statistic (average, median, percentile). In dashboards, cycle time is often balanced with quality KPIs (error rate, rework) to avoid speeding up at the expense of accuracy.
NEW QUESTION # 40
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