Hiring Performance
What is the difference between activity and outcome metrics?
The short answer
Activity metrics describe what the hiring team did, such as applications reviewed, messages sent and interviews arranged. Outcome metrics describe what the system achieved, such as market coverage, successful hires, time, cost, offer acceptance and retention. Both are useful, but activity should diagnose performance rather than substitute for it.
Recruitment technology produces a large amount of activity data by default: messages sent, calls made, CVs reviewed, interviews scheduled. Executives are rarely helped by more of it. What they need is a clear line between what the team did and what the business achieved.
Activity shows workload
Activity metrics answer a workload question. They are useful for capacity planning, workflow diagnosis and understanding where recruiter time is being spent. They do not, on their own, tell anyone whether the hiring system is working.
Outcomes show value
Outcome metrics answer a business question. Roles delivered against plan, market coverage on critical positions, time and cost per hire, offer acceptance and post-hire retention all describe whether the function is achieving what the business needs.
Conversion connects the two
The most valuable middle layer is conversion: response rate, interview conversion, offer conversion. These metrics show where activity is translating into outcomes and where it is not, which is where most operational improvements start.
Executives should see outcomes first
Board and executive reports should lead with outcomes and use activity only to explain movement. Leading with activity data signals that the function is measuring itself by effort, which weakens strategic credibility.
What this means in practice
Use activity metrics to explain why outcomes changed, not as the main evidence that the team performed well. Reserve activity data for internal operating reviews rather than executive audiences.
The Saiyō view
The reason Saiyō publishes headline outcome metrics is precisely because the market is already saturated with activity dashboards. Outcomes are what buyers and boards actually care about, and the underlying activity should be visible only when it explains a change in the outcome.
Explored in depth
This topic is explored in more depth within The Hiring Performance Framework.
Frequently asked questions
See this in practice
Move from the concept to the way Saiyō delivers it.
Related questions
Which recruitment metrics should Talent Leaders report to the board?
Talent Leaders should report a concise set of metrics connected to business delivery: hiring against plan, critical-role market coverage, time to hire, candidate quality, offer acceptance, cost per hire and selected post-hire outcomes. Activity measures can support the analysis but should not dominate the board view. The report should explain risk and action, not only historic numbers.
Read the answerAnswerHow should market coverage be measured?
Market coverage should be measured by defining the credible talent universe and tracking target organisations researched, relevant people identified and priority individuals meaningfully engaged. The percentage will be approximate, but the discipline reveals whether the search explored the full market or a narrow visible segment. Coverage should be reported most carefully for strategic and specialist roles.
Read the answerAnswerWhich hiring KPIs predict better outcomes?
No KPI predicts success perfectly, but strong calibration, market coverage, shortlist quality, interview conversion, decision speed and offer alignment are useful leading indicators. Time to hire, cost per hire and acceptance are important outcome measures, while retention and performance provide later validation. The best scorecard combines leading and lagging indicators.
Read the answer