flowchart LR A[Business Question<br/>strategic or operational] --> B[Candidate Metric<br/>that could answer it] B --> C[Selection Criteria<br/>seven-point check] C --> D[Visualisation Test<br/>can it be drawn well] D --> E[Dashboard Page<br/>refreshed and owned] style A fill:#E8F0FE,stroke:#1A73E8 style B fill:#FEF7E0,stroke:#F9AB00 style C fill:#E6F4EA,stroke:#137333 style D fill:#FCE8E6,stroke:#C5221F style E fill:#F3E8FD,stroke:#8430CE
3 Deciding What Metrics Are Important to Your Business
3.1 Why the Choice of Metrics Matters
What you put on the dashboard is what the organisation will pay attention to.
The single most consequential decision in an HR-metrics programme is not which dashboard tool to buy or which colour palette to adopt. It is which metrics earn space on the page in the first place. Every metric that survives the cut becomes a question the leadership team will ask each quarter, a target a manager will be measured against, and a number a regulator may one day request. Every metric that does not survive becomes a part of the business that operates without measurement, often for years, until something breaks.
The temptation is always to measure more. The HRIS makes hundreds of fields available, benchmarking firms publish dozens of comparisons, and any analyst with a spreadsheet can compute a new ratio before lunch. As Brian E. Becker et al. (2001) argue in their work on the HR scorecard, the discipline that separates a strategic HR function from a busy one is not the willingness to compute, it is the willingness to exclude. The metrics that earn space have to be tied to a business question that someone will act on, and the metrics that do not earn space have to be allowed to fall away.
The visualisation lens sharpens the choice. A metric that cannot be drawn in a way that reveals its meaning at a glance is a metric the audience will not read. As Thomas H. Davenport et al. (2010) observed in their study of firms that compete on talent analytics, the differentiator is rarely a richer dataset; it is the discipline of choosing the few measures that change behaviour and rendering them so clearly that the change is unavoidable. This chapter is about that discipline.
TipThe metric-selection contract
- Every metric on the dashboard is anchored to a business question that a named person can act on this quarter.
- Every metric clears the criteria of relevance, measurability, controllability, comparability, defensibility, decision-readiness, and refresh feasibility.
- Every metric earns its visualisation: it can be rendered in a way that reveals the answer to its question at a glance, and it pairs with a target or benchmark on the same page.
3.2 Anchoring Metrics in Business Questions
The selection of HR metrics begins with the business, not with the HRIS. The wrong starting question is “what data do we have”, and the wrong second question is “which of these can we plot”. The right starting question is “what decisions does the organisation need to take in the next year that depend on the workforce”, and the right second question is “what would we have to see on a chart to make those decisions confidently”.
Two complementary approaches reach the same place from different directions. The top-down approach starts with strategy and works inward; the bottom-up approach starts with operational reality and works outward. A mature programme uses both, and the metrics that survive both filters are the ones that earn the dashboard.
TipFrom Question to Metric to Visualisation
A candidate metric that fails any of the three filters along the path — selection criteria, visualisation test, dashboard ownership — does not belong on the page. Building this filter into the design process is the most reliable way to keep the dashboard short and useful.
TipTop-down approach
The top-down approach starts with the corporate strategy and the strategy map. Each strategic objective is examined for its workforce implications, and a small number of HR metrics is proposed for each one. A growth strategy that depends on opening new markets demands metrics on hiring velocity in those markets and on the capability of the leadership pipeline that will run them. A cost-leadership strategy demands metrics on workforce productivity, span of control, and overtime as a proportion of base pay. The top-down approach guarantees alignment but risks missing the operational metrics that line managers need to run the business day to day.
TipBottom-up approach
The bottom-up approach starts with the operational reality of the business units and the work the HR team does each week. Recruiters are watching time to fill and source quality. Line managers are watching attrition, absence, and overtime. The HR business partner is watching engagement, mobility, and capability gaps. Each of these working metrics is a candidate for the dashboard. The bottom-up approach guarantees relevance to daily decisions but risks producing a dashboard that is busy without being strategic.
3.3 Criteria for a Worthwhile HR Metric
A candidate metric earns the dashboard only if it clears seven criteria. Each criterion is independent, and a metric that fails any one of them should be set aside even when the others pass. The criteria are not bureaucratic gates. They are the working conditions for a metric to be useful, defensible, and renderable.
TipSeven Criteria for a Worthwhile HR Metric
| Criterion | What it asks | Test the analyst applies |
|---|---|---|
| Relevance | Does this number tie to a decision someone will take? | Name the decision and the decision owner |
| Measurability | Can it be computed from a stable data source? | Identify the source table and the inclusion rules |
| Controllability | Can the audience influence it through their actions? | Show the lever the manager would pull |
| Comparability | Can it be compared against a benchmark, target, or prior period? | Specify the comparison baseline |
| Defensibility | Will it withstand scrutiny in a leadership review or audit? | Surface the definition as a tooltip |
| Decision-readiness | Is the cadence fast enough for the decision it informs? | Match refresh frequency to decision frequency |
| Refresh feasibility | Can the data pipeline support the cadence reliably? | Confirm the scheduled refresh holds without manual rescue |
TipHow the criteria interact
The criteria interact in ways that change which metrics survive in your specific organisation. A highly relevant metric may fail measurability because the source data is unreliable; an easily measurable metric may fail relevance because no one acts on it. A metric that passes the first six but fails refresh feasibility ends up on the dashboard with a stale date and erodes trust in the entire page. Apply the criteria together, not one at a time, and accept that some valuable questions will have no worthwhile metric until the underlying data improves.
3.4 Categories of HR Metrics to Choose From
The candidate metrics that survive the criteria fall into a small number of categories. Knowing the categories helps the analyst design a balanced dashboard that does not over-index on any one dimension. A scorecard with eight cost metrics and no capability metrics is unbalanced, even if every cost metric passed every criterion.
TipWorkforce State Categories
| Category | What it captures | Example metrics | Typical visual |
|---|---|---|---|
| Workforce composition | Who is in the workforce, in what shape | Headcount by grade, span of control, contract mix | Stacked bar, treemap |
| Workforce cost | What the workforce costs the organisation | Total compensation, cost per FTE, overtime ratio | KPI card with trend |
| Workforce capability | What the workforce can do | Capability coverage, skill-gap index, certified-staff ratio | Heat map, capability matrix |
| Engagement and culture | How the workforce experiences work | Engagement score, eNPS, response rate | Gauge with response-rate footnote |
| Diversity and equity | How fair the system is at scale | Representation by level, pay-equity gap, promotion ratio | Distribution chart with target gap |
TipWorkforce Dynamics Categories
| Category | What it captures | Example metrics | Typical visual |
|---|---|---|---|
| Workforce flow | How people enter, move, and leave | Hire velocity, internal mobility rate, attrition by tenure | Funnel, sankey, cohort chart |
| Productivity and impact | What the workforce produces | Revenue per employee, output per shift, utilisation | Combo chart with business overlay |
| Risk and compliance | Where the workforce exposes the firm | Safety incidents, training-currency rate, statutory headroom | Status card with red-amber-green |
3.5 The Visualisation Test
A metric that has cleared the seven criteria still has to earn its place on the page. The visualisation test is the final filter, and it is the one most often skipped. A metric that cannot be drawn well is a metric that the audience will not read, no matter how relevant or measurable it is. The test asks six questions about the rendering, not the calculation.
TipSix Questions of the Visualisation Test
| Test | What it asks |
|---|---|
| Earns the page | Is there a chart that conveys the metric’s answer in under a second? |
| Has a target | Is the metric paired with a benchmark, target, or prior period on the same chart? |
| Has a decision owner | Is there a named role who will see the chart and act on it? |
| Refreshes on cadence | Does the dashboard refresh fast enough to support that decision? |
| Survives the executive scan | Does the chart still read clearly when the page is open for ten seconds, not ten minutes? |
| Pairs with a business KPI | Is the metric placed next to the business outcome it influences? |
TipWhat the test removes from the page
A metric that fails “earns the page” usually has too many dimensions to render in a single chart and belongs in a drill-through, not on the headline page. A metric that fails “has a target” is a description without a verdict, and the audience will not know whether to act. A metric that fails “has a decision owner” is decoration, no matter how interesting it is. Applying the test ruthlessly is what keeps the dashboard short, fast, and decision-grade. Apply it once at design time, and again whenever a new metric is proposed for the page.
Summary
| Concept | Description |
|---|---|
| Why the Choice Matters | |
| Deciding what to measure | The most consequential choice in an HR-metrics programme is what makes the cut |
| Cost of the wrong metric | Every metric on the page becomes a question, a target, or an audit demand |
| Strategic alignment as a filter | A candidate metric is tested against strategic priority before anything else |
| Visualisation as a constraint on choice | If a metric cannot be drawn in a way the audience reads at a glance, it is out |
| Anchoring in Questions | |
| Top-down approach | Start with corporate strategy and work inward to workforce metrics |
| Bottom-up approach | Start with the operational reality of business units and work outward |
| Question-first design | Decide the question before browsing the data |
| Strategy-map link | Each strategic objective points to a small set of workforce metrics |
| Seven Criteria | |
| Relevance | The metric ties to a decision someone will take this quarter |
| Measurability | The metric can be computed from a stable, identified data source |
| Controllability | The audience can influence the metric through their own actions |
| Comparability | The metric can be compared against a benchmark, target, or prior period |
| Defensibility | The metric will withstand scrutiny in a leadership review or audit |
| Decision-readiness | The cadence is fast enough for the decision the metric informs |
| Refresh feasibility | The data pipeline can support the cadence reliably without manual rescue |
| Workforce State | |
| Workforce composition | Who is in the workforce, in what shape, by grade and contract type |
| Workforce cost | What the workforce costs the organisation, including total compensation and overtime |
| Workforce capability | What the workforce can do, captured as coverage, gap, or certification |
| Engagement and culture | How the workforce experiences work, with response rate disclosed |
| Diversity and equity | How fair the system is at scale, surfaced with target gaps |
| Workforce Dynamics | |
| Workforce flow | How people enter, move, and leave the organisation |
| Productivity and impact | What the workforce produces, paired with a business outcome |
| Risk and compliance | Where the workforce exposes the firm, surfaced as status indicators |
| The Visualisation Test | |
| Earns the page | A chart conveys the answer in under a second on the headline page |
| Has a target | Every chart shows a benchmark, target, or prior period as a reference |
| Has a decision owner | A named role will see the chart and act on what it shows |
| Refreshes on cadence | The refresh frequency matches the frequency of the decision the chart supports |
| Survives the executive scan | The chart still reads clearly in a ten-second executive scan |
| Pairs with a business KPI | The metric is placed next to the business outcome it influences |