Human Resources
People Analytics and Workforce Dashboards
This in-depth course develops directly applicable capability in People Analytics and Workforce Dashboards. It connects Workforce Metrics and Questions, Data Model and Quality, and Analysis and Interpretation to the decisions, controls, and activities participants need to perform in their workplace.
Overview
Practical learning for workplace transfer.
This in-depth course develops directly applicable capability in People Analytics and Workforce Dashboards. It connects Workforce Metrics and Questions, Data Model and Quality, and Analysis and Interpretation to the decisions, controls, and activities participants need to perform in their workplace. The five-module curriculum progresses toward People Analytics Workshop, using evidence, scenarios, and work products appropriate to the subject.
Objectives
- Analyze workforce metrics and questions, including headcount, fte, movement, vacancy, tenure, absence, and span calculations.
- Configure or structure data model and quality, including hris, recruitment, learning, performance, payroll, and survey sources.
- Evaluate analysis and interpretation, including cohort, funnel, trend, segmentation, and driver analysis.
- Manage dashboard and decision design, including executive versus operational views.
- Apply people analytics workshop, including build a workforce metric dictionary.
Target audience
- Professionals responsible for this subject area
- Managers, supervisors, and team leaders
- Analysts, specialists, engineers, or coordinators working with the relevant processes
- Project, implementation, assurance, or improvement team members
- Professionals preparing for broader responsibilities in this field
Program outline
A clear structure for the learning journey.
Program outline
Outline points are grouped in one designed block instead of being treated as separate module cards.
Module 1: Workforce Metrics and Questions
Headcount, FTE, movement, vacancy, tenure, absence, and span calculations
Convert management concerns into testable analytical questions
Define populations, periods, denominators, and exclusions
Module 2: Data Model and Quality
HRIS, recruitment, learning, performance, payroll, and survey sources
Employee keys, effective dates, organizational hierarchies, and snapshots
Missing data, duplicates, late changes, and reconciliation
Module 3: Analysis and Interpretation
Cohort, funnel, trend, segmentation, and driver analysis
Distinguish correlation, prediction, and causal claims
Small samples, confidence, fairness, and privacy constraints
Module 4: Dashboard and Decision Design
Executive versus operational views
Thresholds, drill-down, narrative, and action ownership
Access control, aggregation, and sensitive-data protection
Module 5: People Analytics Workshop
Build a workforce metric dictionary
Analyze turnover and mobility patterns
Design a dashboard review that leads to accountable action
Materials provided
- ○ Course-specific presentation slides
- ○ Guided exercises, scenarios, or configured-environment activities appropriate to the subject
- ○ Course-specific worksheets, checklists, or calculation templates
- ○ Applied workplace case materials
- ○ 4D Certificate of Completion issued by 4D Training & Consultancy
- ○ Post-course support for implementation questions
Training Options
Programs can be delivered in-house, online, or in a blended format depending on your team's schedule, location, and learning objectives. When an external certificate or exam is included, certification rules and fees remain under the relevant awarding body's policies, while 4D provides the training and preparation support.
Why choose 4D
4D Training & Consultancy adapts the program to the client’s operating environment. Delivery combines structured explanation with subject-specific analysis, exercises, and implementation decisions so participants can transfer the learning to real responsibilities without implying vendor authorization.
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