How to Measure Queue Time

Learn about Queue Time, including how to measure it, and leverage it in dashboards and visualizations with Metabase.

What is Queue Time?

Queue time is a measurement relevant to customer service that gives you the average time customer service representatives take to address a customer ticket. Visualizing your queue time can help your customer service teams identify pain areas and create a plan for improvements. It can also be an indication of low staffing, an increase in technical problems, and a variety of other things that could be creating problems for your customer service teams. Your customer satisfaction levels rely on your queue times to be reasonable, and your customer service success relies on your ability to set realistic expectations.

Get Started
Graphs of Queue Time

How to calculate Queue Time

Each method of customer service communication should be segmented into different parts. Your team’s email responses will likely be different than their phone response times. If you average everything together, you get an inaccurate view of how your overall queue times are working. For example, it might take 3-4 hours to get an email response out to begin working on a problem, but it could only take 15 minutes to get through via phone. In order to look at each individual communication method’s queue time, you’ll need to calculate the average of all the wait times for a given time period. Let’s say you want to calculate your queue time for one month. For the specified communication method, add up all of the wait times in minutes. Then, you’ll do this calculation: Total number of minutes / Total number of calls = Queue time

Other KPIs to measure related to Queue Time

  • Regressions Open/Closed
  • Release Burndown
  • Security Vulnerabilities
  • Service Line Health Impact
  • Soak Testing
  • Static Code Analysis
  • Time to Patch
  • Velocity
  • Application Change Time

Why build a dashboard for Queue Time?

Sales per source graph

Everything in one place

Get everyone on the same page by collecting your most important metrics into a single view.

Sales per source graph

Share your perspective

Take your data wherever it needs to go by embedding it in your internal wikis, websites, and content.

eCommerce orders filter

Unlock exploration

Empower your team to measure their own progress and explore new paths to achieve their goals.

How to use Metabase to measure Queue Time

Get started

Step 1.
Skip the custom quote

That's right, no sales calls necessary—just sign up, and get running in under 5 minutes.

types of databases

Step 2.
Plugin your database

We connect to the most popular production databases and data warehouses.

dashboard example

Step 3.
Build your KPI dashboards

Invite your team and start building dashboards—no SQL required.

Get started with Metabase

Get started
  • Free, no-commitment trial
  • Easy for everyone—no SQL required
  • Up and running in 5 minutes