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| Section | Objectives |
|---|---|
| KPI Documentation | - Organizational KPI libraries development - KPI documentation form functions - KPI documentation form design - KPI documentation process - Weights and Indexes |
| KPI Selection | - KPI selection for organizational scorecard - KPI selection sources - KPI selection techniques |
| Data Gathering | - Guidelines to improving - Data quality dimensions - KPI reporting data sources - Communication with data custodians - KPI activation techniques - Community of Practice - KPI activation tools |
| Working with Targets | - Challenges in working with targets - KPI documentation processes - Targets in practice - Negative behaviors when setting |
| KPIs in Context | - KPI selection for industry - KPIs cascaded to functional area |
| KPI Typology | - Efficiency vs effectiveness KPIs - Leading vs lagging KPIs - Qualitative vs quantitative KPIs |
| KPI Project Coordination | - The business case for KPI implementation - KPI project plan - Primary and secondary data sources - KPI workshop briefing pack |
| The World of KPIs | - KPIs concept map - Governance - Challenges in performance measurement - The value added by KPIs - Organizational levels |
| KPI Selection at Operational Level | - Operational dashboard - Department scorecard |
| Data Visualization | - Usability in terms of visual design - Best practices in dashboard design - Guidelines to design efficient templates - Scorecard and dashboard examples - Best practices in scorecard design |
| KPI Measurement | - Change log - Data gathering communication - KPI report |
| KPI Taxonomy | - KPI DNA map - KPI use case scenarios - Interdisciplinary systemic worldview |
| Understanding KPIs | - KPI lifecycle - SMART objectives decomposed - KPI related terminology |
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34. Frage
In which stage of the Value Flow Analysis should "Time to complete an order (# / time)" be monitored?
Antwort: C
Begründung:
"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.
35. Frage
Which of the following phrases can convert into a KPI the statement: "Customers evaluated the service quality as being high"?
Antwort: C
Begründung:
To convert a statement into a KPI, you need a quantifiable measure that can be consistently collected.
"Service quality rating" implies a numeric score (e.g., 1-5, 1-10, CSAT-style rating, or a weighted index), which can be tracked over time, compared to a target, and analyzed by segment/channel. "Achieve high service quality" is an objective (a desired outcome, not a measure). "Service quality project" is an initiative (an activity intended to improve results). "Quality services" is vague and not operationally measurable. Strong KPI selection also requires defining the calculation method (average rating, top-box %, index), data source (post-interaction survey, mystery shopping, QA audits), and frequency. A key measurement challenge here is bias and sampling : ratings can skew based on who responds. Mitigations include minimum response thresholds, consistent survey timing, and separating "experience" ratings from operational drivers (e.g., response time). A well-defined rating KPI enables root-cause analysis and prioritization of improvement actions.
36. Frage
Which of the following statements is an initiative?
Antwort: B
Begründung:
An initiative is a specific action or project undertaken to improve performance. "CRM system implementation project" is clearly an initiative: it describes a defined piece of work with a deliverable (implement a CRM), typically with scope, timeline, and ownership. "Processes optimized (%)" is a KPI because it represents an ongoing measurable indicator of performance (assuming "optimized" is defined).
"Reduce operational ..." appears incomplete, but even when complete (e.g., "Reduce operational cost"), it would typically be an objective (desired outcome) rather than an initiative, unless phrased as a concrete project (e.g., "Implement cost reduction program"). Distinguishing objectives, KPIs, and initiatives is essential: objectives state what you want, KPIs measure progress, and initiatives are what you do to improve results. A common pitfall is listing initiatives as KPIs ("Implement CRM by date"), which leads to milestone tracking rather than ongoing performance management. In implementation planning, initiatives should be linked to the KPI(s) they influence, with clear hypotheses about expected impact.
37. Frage
Which of the following statements is considered one of the most important fields used for KPI documentation from the perspective of importance to pursue performance results analysis?
Antwort: D
38. Frage
Which of the following statements is a leading KPI for "Customer satisfaction (%)"?
Antwort: C
Begründung:
A leading KPI is an upstream operational measure that tends to change before the outcome KPI changes.
Customer satisfaction is usually influenced by experience drivers such as responsiveness, wait time, delivery speed, and service reliability. "Orders processed per hour" is a productivity/throughput KPI that can serve as a proxy driver for faster service and reduced delays-conditions that often improve satisfaction (assuming quality is maintained). "Retained earnings ($)" is financial and lagging; it reflects accumulated profitability, not a direct operational lever for satisfaction. "Profitable customers (%)" is a segment profitability metric, not a driver of satisfaction; if anything, satisfaction may drive retention and profitability, not the reverse. "None of the answers" is not correct given a plausible driver exists. In KPI design, leading indicators must be used carefully: increasing throughput can harm quality if it encourages rushing, so it's good practice to balance productivity KPIs with quality KPIs (error rate, rework, complaints) to prevent gaming. For dashboards, the best leading KPIs are those teams can influence daily and that correlate strongly with satisfaction in your context.
39. Frage
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