Tracking the wrong metrics makes your help desk look good while it performs poorly. Here is the dashboard that actually drives service quality.
The Metrics That Mislead
Ticket closure rate and tickets closed per technician per day are the most commonly tracked metrics and the least useful for assessing service quality. A high closure rate can mean fast resolution — or it can mean premature closure where the issue was not actually resolved and the user gave up or opened a new ticket. Tickets per day rewards volume over quality. Neither metric correlates reliably with user satisfaction or actual resolution speed.
The Four Metrics That Actually Matter
First Contact Resolution (FCR): the percentage of contacts resolved without escalation or callback. Customer Satisfaction Score (CSAT): typically a 1-5 survey sent within 24 hours of ticket resolution. Mean Time to Resolve (MTTR): the average time from ticket open to resolution — not response, but resolution. Reopen Rate: the percentage of tickets reopened within 48 hours, which distinguishes genuine resolutions from premature closures. These four metrics together give a complete picture of help desk health.
Setting the Right Baselines
Industry benchmarks are useful for calibration but not for target-setting. An FCR of 70% is commonly cited as an industry average; best-in-class IT support operations achieve 80-85%. A CSAT above 4.2 out of 5 is generally strong; below 3.8 indicates systemic service quality issues. MTTR benchmarks vary significantly by environment complexity — a 2-hour average MTTR is excellent for a complex environment; it is poor for a small, standardised environment. Set your own baseline first, then set improvement targets.
Connecting Metrics to Action
Metrics without action cycles are reporting exercises, not improvement programmes. Run a weekly 30-minute metrics review with your senior technicians. Each week, review: the three lowest CSAT scores (what happened?), the five tickets with the highest MTTR (why did they take so long?), and the FCR trend (is it improving?). Each of these reviews should produce one specific action: a process change, a knowledge base update, or a tooling adjustment. Metrics drive improvement when they are connected to specific changes, not when they are reported and filed.
- Ticket closure rate and tickets per technician per day measure volume, not quality — they are not useful service indicators
- The four metrics that drive improvement: FCR, CSAT, MTTR, and Reopen Rate
- Industry FCR benchmark is 70%; best-in-class is 80-85%. CSAT below 3.8/5 indicates systemic service quality issues
- Connect metrics to weekly review cycles that produce one specific action — otherwise metrics are reporting, not improvement