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| Section | Objectives |
|---|---|
| Topic 1: Working with Targets | - Targets in practice - KPI documentation processes - Challenges in working with targets - Negative behaviors when setting |
| Topic 2: KPI Taxonomy | - KPI DNA map - KPI use case scenarios - Interdisciplinary systemic worldview |
| Topic 3: KPI Documentation | - KPI documentation form functions - KPI documentation process - KPI documentation form design - Weights and Indexes - Organizational KPI libraries development |
| Topic 4: KPI Selection at Operational Level | - Operational dashboard - Department scorecard |
| Topic 5: KPI Measurement | - KPI report - Data gathering communication - Change log |
| Topic 6: KPIs in Context | - KPI selection for industry - KPIs cascaded to functional area |
| Topic 7: Understanding KPIs | - KPI related terminology - SMART objectives decomposed - KPI lifecycle |
| Topic 8: KPI Selection | - KPI selection techniques - KPI selection sources - KPI selection for organizational scorecard |
| Topic 9: Data Visualization | - Usability in terms of visual design - Scorecard and dashboard examples - Best practices in dashboard design - Guidelines to design efficient templates - Best practices in scorecard design |
| Topic 10: The World of KPIs | - Governance - KPIs concept map - The value added by KPIs - Organizational levels - Challenges in performance measurement |
| Topic 11: KPI Typology | - Leading vs lagging KPIs - Efficiency vs effectiveness KPIs - Qualitative vs quantitative KPIs |
| Topic 12: Data Gathering | - Data quality dimensions - KPI reporting data sources - Guidelines to improving - KPI activation tools - Communication with data custodians - KPI activation techniques - Community of Practice |
| Topic 13: KPI Project Coordination | - KPI project plan - The business case for KPI implementation - Primary and secondary data sources - KPI workshop briefing pack |
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NEW QUESTION # 48
Which of the following is not a performance management tool?
Answer: B
Explanation:
Performance management tools typically include objectives (what you want to achieve), KPIs (how you measure progress), and initiatives (what you do to improve results). These elements work together as a system: objectives set direction, KPIs quantify performance, and initiatives drive change. "Factoring" is not a standard component or tool in performance management terminology in this context, making it the correct answer. A common learning point in KPI frameworks is to prevent category confusion: teams sometimes label initiatives as KPIs ("Implement CRM by date") or use vague concepts as objectives ("Quality assurance") without action orientation. Performance management also includes governance routines (reviews, accountability, action planning), but among the listed options, KPI, initiative, and objective are recognized building blocks. Keeping terminology consistent supports clean cascading from organizational scorecards to departmental dashboards and individual goals. It also reduces miscommunication during KPI implementation and avoids "vanity management," where people track many things without clear ownership or improvement actions.
NEW QUESTION # 49
What are the most common challenges in data gathering?
Answer: D
Explanation:
The most common data gathering challenges are timeliness (data arrives too late to be useful), completeness (missing records, partial submissions, incomplete fields), and accuracy (incorrect values, wrong time window, calculation errors, or faulty source data). Option A captures this classic trio. "Integrity" and
"consistency" are important concepts but are often encompassed within accuracy/completeness when practical issues arise. "Data visualization" is not a data gathering challenge; it belongs to reporting and communication after data is collected. Addressing these challenges requires activation discipline: clear definitions, documented sources, assigned data custodians, standardized templates or automated extracts, validation checks, and an escalation process for late or missing data. Another frequent root cause is unclear ownership- multiple teams assume someone else provides the number-so RACI and a collection calendar help. KPI reliability depends on trust; if leaders don't believe the numbers, the dashboard becomes ignored. High- quality data gathering is therefore foundational to performance management, not an administrative afterthought.
NEW QUESTION # 50
As part of the Value Flow Analysis, Process KPIs reflect:
Answer: C
Explanation:
Process KPIs are intended to measure the transformation and flow of work-how efficiently and reliably inputs are converted into outputs. That is why "transformation characteristics" is the best fit. Examples include lead time, cycle time, first-pass yield, rework rate, utilization, and productivity measures that describe how the process operates. "Resource allocation" is typically associated with inputs (people, budget, capacity), while "the impact of outputs generated" aligns more with outcomes (customer satisfaction, retention, safety results). Mixing these concepts blurs the cause-and-effect structure that Value Flow Analysis is designed to enforce. A key measurement challenge is selecting process KPIs that teams can control and that truly predict downstream results; overly abstract or cross-functional measures can create disputes and lack of ownership.
Effective KPI systems map a clear chain: input KPIs explain resourcing, process KPIs explain operational performance, output KPIs explain delivery volume/quality, and outcome KPIs explain value realized. Keeping process KPIs focused on transformation makes dashboards more actionable and reduces tunnel behavior.
NEW QUESTION # 51
The relevant sources to be analyzed in order to set targets are:
Answer: D
Explanation:
Target setting is stronger when it triangulates multiple sources: historical data shows your baseline and internal variability; market analysis reflects shifts in demand, pricing, competition, and customer expectations; and external benchmarking provides reference points for what peers or best-in-class performance can look like. Because each contributes a different lens, "All the answers" is the correct choice.
Relying on only one source creates risk: historical-only targets can lock in mediocrity or ignore new conditions; benchmarking-only targets can be unrealistic if definitions differ or resources aren't comparable; market-only targets can be aspirational without operational grounding. Measurement challenges include comparability (different KPI definitions across organizations) and regime changes (new products, new systems) that make past data less predictive. Good practice is to document the rationale for targets, specify the period used, and revisit targets when strategy or operating context materially changes-while keeping KPI definitions stable to preserve trend integrity.
NEW QUESTION # 52
Which of the statements below is correct?
Answer: B
Explanation:
Performance management is the broader discipline that includes setting direction (objectives), selecting measures (KPIs), tracking results (performance measurement), reviewing progress, diagnosing issues, and executing improvement initiatives. Therefore, performance measurement is a subset of performance management . Performance management cannot be done well without measurement (so A is incorrect), and the terms are not synonyms (so C is incorrect). While specialized staff can support measurement design and governance, measurement should not be isolated to specialists only; operational teams must understand and own the metrics, otherwise results won't drive action (so B is not the best statement). This distinction matters in KPI programs: organizations often build dashboards but fail to create the management routines that turn data into decisions-leading to "measurement without management." A solid KPI implementation plan includes not only metric definitions and data pipelines, but also review cadences, accountability (KPI owners), action tracking, and escalation. Keeping measurement inside the larger management system ensures KPIs are used to improve performance rather than merely report it.
NEW QUESTION # 53
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