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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: KPI Documentation and Standardization | 15% | - Standardized templates and libraries - Ownership, frequency and data definitions - Documentation form design and components |
| Topic 2: Data Gathering, Quality and Reporting | 15% | - Data sources, collection and validation - Data quality dimensions and improvement - Reporting, dashboards and interpretation - Activation and visualization tools |
| Topic 3: The World of KPIs | 15% | - Concepts, terminology and governance - Challenges in performance measurement - Value and role of KPIs - Organizational levels and application |
| Topic 4: Target Setting and Performance Goals | 10% | - Common mistakes and behavioral issues - Benchmarking and comparison - Target setting methodologies and best practices |
| Topic 5: KPI Selection and Alignment | 25% | - Linking KPIs to strategy and objectives - Alignment with business goals and initiatives - Selection criteria and techniques - Cascading KPIs across organizational levels |
| Topic 6: Understanding and Classifying KPIs | 20% | - Taxonomy and classification frameworks - KPI lifecycle and logic - Typology: leading/lagging, efficiency/effectiveness, qualitative/quantitative - SMART criteria and definition rules |
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30. Frage
Which is the calculation formula for "On-time arrivals (%)"?
Antwort: C
Begründung:
"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) × 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.
31. Frage
Which of the following stakeholders should be involved in the KPI selection for a Service Level Agreement (SLA)?
Antwort: C
32. Frage
Which of the following statements is a KPI used by a facility maintenance team?
Antwort: A
Begründung:
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.
33. Frage
Which start target would you propose for "Net Promoter Score (NPS) (%)", tracked at organizational level?
Antwort: C
34. Frage
Which KPI is suitable for measuring the following objective: "Improve staff competencies"?
Antwort: C
Begründung:
If the objective is to improve competencies, the KPI should measure the competency outcome , not the input activity. "Staff competencies meeting desired levels (%)" directly tracks whether employees have achieved the required proficiency standard (via assessment, certification, skills matrix, or validated performance criteria). Training hours and training budget are inputs; they indicate investment but do not ensure competence. "Competencies targeted through training (#)" is a plan/coverage measure-useful for tracking an initiative-but it still does not confirm that skills improved. Good KPI practice requires defining the competency framework, the assessment method, and what "desired level" means (e.g., level 3 out of 5, certification pass). A common measurement challenge is unreliable assessment-self-ratings inflate results, or managers apply inconsistent scoring. Mitigations include standardized rubrics, calibrated evaluations, objective tests, and periodic audits. This KPI is best paired with leading indicators like training completion rate and coaching frequency to diagnose why competency attainment is improving or stagnating.
35. Frage
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