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| Section | Objectives |
|---|---|
| Topic 1: KPI Taxonomy | - Interdisciplinary systemic worldview - KPI DNA map - KPI use case scenarios |
| Topic 2: KPI Selection at Operational Level | - Operational dashboard - Department scorecard |
| Topic 3: Data Gathering | - Guidelines to improving - Data quality dimensions - Community of Practice - KPI activation tools - Communication with data custodians - KPI reporting data sources - KPI activation techniques |
| Topic 4: Working with Targets | - Targets in practice - KPI documentation processes - Negative behaviors when setting - Challenges in working with targets |
| Topic 5: KPI Project Coordination | - KPI workshop briefing pack - Primary and secondary data sources - The business case for KPI implementation - KPI project plan |
| Topic 6: KPIs in Context | - KPIs cascaded to functional area - KPI selection for industry |
| Topic 7: The World of KPIs | - Organizational levels - The value added by KPIs - KPIs concept map - Challenges in performance measurement - Governance |
| Topic 8: KPI Typology | - Efficiency vs effectiveness KPIs - Leading vs lagging KPIs - Qualitative vs quantitative KPIs |
| Topic 9: KPI Selection | - KPI selection techniques - KPI selection for organizational scorecard - KPI selection sources |
| Topic 10: KPI Documentation | - KPI documentation process - Weights and Indexes - Organizational KPI libraries development - KPI documentation form design - KPI documentation form functions |
| Topic 11: KPI Measurement | - Change log - KPI report - Data gathering communication |
| Topic 12: Data Visualization | - Usability in terms of visual design - Best practices in dashboard design - Best practices in scorecard design - Scorecard and dashboard examples - Guidelines to design efficient templates |
| Topic 13: Understanding KPIs | - KPI lifecycle - SMART objectives decomposed - KPI related terminology |
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NEW QUESTION # 74
Which of the following statements is a technique used for KPI data gathering?
Answer: A
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 # 75
Which of the following statements is considered to be a KPI activation tool?
Answer: A
Explanation:
KPI activation is the phase where a KPI becomes operational : data sources are confirmed, roles are assigned, collection steps are defined, and reporting is made repeatable. A data gathering process map is a direct activation tool because it documents the end-to-end flow: where data originates, who extracts it, what validations occur, deadlines, approvals, and how it reaches the reporting layer. This prevents common failures like missing data, inconsistent calculations, or dependence on one person's memory. Heinrich's Pyramid is a safety concept about incident ratios; it may inform safety thinking but is not an activation tool for KPI implementation. A Performance Healthogram can be a diagnostic/analysis visualization, and Ishikawa (fishbone) is a root-cause analysis tool-both useful later for improvement, but not primarily for activating data collection and reporting. Activation success depends on operational clarity: process mapping, defined ownership (KPI owner vs data custodian), and embedded routines (cutoff dates, automated extraction where possible). The process map is the practical blueprint that makes KPI reporting timely and trusted.
NEW QUESTION # 76
Which of the following is an efficiency KPI?
Answer: B
Explanation:
Efficiency KPIs measure how well resources are converted into outputs-typically cost, time, or effort per unit of output . "Cost per delivered order ($)" is a direct efficiency KPI because it expresses the resources spent to deliver one unit of service/output. "Production output (#)" is an output/volume measure, which is important but does not describe resource use per unit (it can increase even if efficiency worsens). "Employee satisfaction (%)" is an outcome/people metric, not efficiency. Selecting efficiency KPIs requires careful definition of included costs (labor, logistics, overhead allocation) and consistency across periods; otherwise, performance swings may reflect accounting changes rather than operational improvements. A common pitfall is optimizing efficiency at the expense of effectiveness (quality, customer outcomes). To prevent this, efficiency KPIs are often paired with effectiveness or quality KPIs (defect rate, on-time delivery, customer satisfaction) so teams don't reduce costs by cutting corners. Proper KPI documentation and balanced scorecards keep efficiency improvement aligned with overall value delivery.
NEW QUESTION # 77
Which of the following statements is a KPI used by a facility maintenance team?
Answer: A
Explanation:
A KPI is a measurable indicator used to monitor performance over time. "Air purity in the production area" is measurable (e.g., particulate count, ppm, ISO cleanroom class), can be tracked at a defined cadence, and can be assigned an owner and target-so it fits KPI criteria. "Safety" is typically an objective/theme (important but not directly measurable unless expressed as an indicator like LTIFR, incident rate, near-miss rate). "Develop a succession plan within 2 months" is an initiative/milestone (a one-time deliverable with a deadline), not an ongoing performance measure. Good KPI practice also requires a clear definition, formula, data source, and tolerance bands; air purity supports operational control and compliance, making it suitable for a facility maintenance context. A common pitfall is confusing broad concepts (like "Safety") with KPIs; turning them into quantified indicators is what makes them actionable.
NEW QUESTION # 78
Which of the following statements doesn't represent a KPI reporting data source?
Answer: C
Explanation:
KPI reporting data sources are where your organization obtains its own performance data for calculation and reporting. Surveys, ERP systems, and operational reports are common internal/primary sources that provide measurable inputs for KPIs (customer ratings, transaction volumes, cycle times, cost data, etc.).
Competitors' annual reports are typically used for secondary research and benchmarking , not as a data source for reporting your organization's KPI results. They may inform target-setting or provide reference ranges, but they do not supply your internal operational data. This distinction matters in KPI selection and activation: a KPI is only sustainable if its data can be collected consistently, with clear ownership and adequate quality. A frequent pitfall is selecting KPIs that depend on external information that is not timely, not comparable, or not within your control. Competitor reports are published infrequently and use different definitions, making them unsuitable for regular KPI reporting. They are valuable as context for strategy, but KPI reporting should be grounded in auditable sources tied to your own systems and processes.
Batch 5 (Questions 21-25)
NEW QUESTION # 79
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