How it works
Collaboration is one of the main reasons organizations ask people into the office, and one of the least measured. Surveys capture how collaborative people feel, but they are retrospective and subjective. Behavioral data from attendance, bookings and space use shows what actually happens, week by week.
Four indicators do most of the work. In-person team overlap shows how often teams, and the teams they depend on, share office days. Meeting alignment shows whether in-person meetings land on days when attendees are in. Clustering shows when and where collaboration concentrates. Space fit shows whether rooms and floors support the way groups actually meet.
These measures use aggregated patterns, not individual monitoring. Coordination tends to improve first: when people can see when colleagues will be in, overlap rises and collaboration follows. That makes coordination a leading indicator, a measure that moves before the outcome you care about.
How to measure it
- Team overlap: the share of a team present on the same days, tracked weekly.
- Meeting alignment: in-person meetings held on days when all invitees are in, as a share of all in-person meetings.
- Room fit: average attendees per meeting compared with the capacity of the rooms booked.
- Cross-team overlap: how often teams that depend on each other are in on the same days.
Examples
- Attendance data shows that two teams that work closely never overlap; they agree a shared team day and their overlap rises within a month.
- Room data shows most in-person meetings have a handful of attendees, so a large boardroom is split into two medium rooms.
Benchmarks
Kadence Pulse booking data showed the average company holding around 40 meetings per month, with activity concentrated midweek.
Kadence: How to measure collaboration at work (Kadence Pulse)Excluding single-person bookings, the average meeting size rose to around six people and had been increasing since mid-2024.
Kadence: How to measure collaboration at work (Kadence Pulse)
Common mistakes
- Measuring collaboration only with surveys and reading the results months later.
- Using attendance counts as a proxy for collaboration; people can be in without meeting the right colleagues.
- Tracking individuals rather than patterns, which damages trust.
How Kadence helps
Kadence connects the data behind these measures. Team coordination shows who is in and when, room booking with two-way calendar sync records in-person meetings, and Workplace Insights reports attendance, occupancy and heatmaps by team, day and space. Insights Plus custom dashboards (WorkOps Pro or add-on) track the patterns you choose.
Workplace analytics · Hybrid working coordination · Workplace analytics metrics guide
Frequently asked questions
How do you measure collaboration in the workplace?
Track behavior rather than sentiment. Measure how often teams overlap in the office, whether in-person meetings happen when attendees are present, how collaboration clusters by day and location, and whether rooms and floors fit how groups meet. Read these as patterns over time, not one-off snapshots.
What data do you need to measure team collaboration?
You need aggregated attendance data, booking data for desks and meeting rooms, and space usage data. Connected, they show whether teams overlap, whether meetings happen when people are in and where space is misaligned. Survey data adds the why, but it should not be the only source.
Does measuring collaboration mean monitoring employees?
No. Collaboration measurement relies on aggregated patterns across teams, days and locations, not on tracking what individuals do. The aim is to see whether the workplace supports collaboration and where coordination breaks down, not to score people.
What are moments that matter at work?
Moments that matter are the in-person occasions that build connection and alignment, such as onboarding, team planning, celebrations, events and informal conversations. Hybrid organizations plan them on purpose, because people no longer run into each other by default.
Related terms
- Team days A recurring day when a hybrid team agrees to be in the office together, usually set by the team or its manager.
- Hybrid coordination The work of getting the right people into the office on the same days and giving them the right space when they arrive.
- Team adjacency Placing teams that work closely together near each other, and keeping those links intact through every move.
- Destination office An office designed to be worth the commute, drawing people in with space, amenities and experiences rather than mandates.
- Workplace analytics Analysis of bookings, check-ins, attendance and occupancy data to guide decisions about office space, policy and services.
Kadence editorial team · Last reviewed