Coffee badging is when an employee goes into the office for a short period, registers their presence and then leaves to continue working elsewhere. They might swipe their access badge, join a meeting, catch up with colleagues or grab a coffee before returning home. The behaviour is usually associated with hybrid workplaces where employees are expected to spend a certain number of days in the office.
At first glance, coffee badging looks like an attendance issue. For HR, however, the more interesting question is what sits behind it. A badge system can confirm that someone entered a building, but it cannot tell you whether the visit was useful, whether the employee collaborated with colleagues or whether the organisation achieved what it wanted from an office day. Coffee badging therefore exposes a wider challenge in hybrid work: organisations can measure presence very precisely without necessarily measuring the value of that presence.
What is coffee badging?
A typical example is an employee who is expected to work from the office twice a week. They arrive at 9:00, swipe their badge, attend a team meeting and speak with several colleagues. At 11:30, they leave and complete the rest of the working day at home. Depending on how the organisation defines an office day, the employee may appear to have met the attendance requirement even though they spent only a few hours on-site.
That is what distinguishes coffee badging from simply working remotely. The employee does go to the workplace, but the visit is much shorter than the employer may have intended. It often emerges when attendance is measured as a yes-or-no event, meaning someone was either in the office that day or they were not, without clearly defining what meaningful attendance looks like.
Where did the term coffee badging come from?
Owl Labs popularised the term in its 2023 State of Hybrid Work report, where 58% of surveyed US hybrid workers said they had coffee badged. More recent research from Owl Labs suggests the behaviour remains common, with 43% of surveyed US hybrid workers reporting it in 2025.
The percentages vary considerably between studies, so they should not be treated as a universal measure of how many employees coffee badge. What matters more for employers is why the behaviour occurs in their own organisation.
Why can coffee badging expose a measurement problem?
Imagine an HR dashboard showing that 85% of employees attended the office on their required days. At first sight, the return-to-office policy appears to be working. But what exactly does that 85% measure?
If the underlying data consists of badge entries, it proves that employees entered the building. It does not necessarily prove that they worked there for a substantial part of the day. More importantly, it says very little about whether people collaborated more effectively, exchanged knowledge, coached colleagues or strengthened team relationships.
This is where coffee badging becomes a people analytics issue as much as an attendance issue. A metric can be technically accurate while still answering the wrong business question. An access system may correctly record 500 entries in a week, but interpreting those entries as 500 productive office days adds a conclusion that the source data does not support.
For HR teams, that distinction is important whenever attendance data is used in reporting or management discussions. Before acting on the number, establish precisely what the data represents and what it does not.
Why do people coffee badge?
There is no single reason. Some employees may deliberately be trying to satisfy the minimum requirement of an office policy. Others may organise their day around the work they believe is most useful to do face-to-face and complete individual tasks elsewhere.
One common factor is a lack of purpose around office attendance. Travelling to an office feels very different when the day contains workshops, coaching, onboarding or planned collaboration than when employees spend most of it wearing headphones and joining video calls. If people cannot see what staying in the office contributes, a requirement based mainly on physical presence can start to feel administrative.
Practical considerations matter too. Commuting time, caring responsibilities and the availability of a suitable workspace can influence how employees divide their day. None of these factors automatically justify ignoring an attendance policy, but they do matter if HR wants to understand the behaviour rather than simply record it.
Research and commentary on coffee badging increasingly frame it in this wider context. SHRM, for example, has described the behaviour as a reason to reconsider how autonomy, workplace culture and purposeful office attendance fit together.
Is office presence the same as productivity?
Coffee badging can tempt employers into a simple conclusion: employees who stay longer are more committed, while employees who leave early are less engaged. The available data rarely supports such a direct connection.
An employee can spend eight hours in the office while completing largely individual work, just as another employee can spend three focused hours collaborating with colleagues before completing concentrated work at home. Physical attendance is therefore a poor standalone measure of productivity.
The same applies to engagement. Someone who complies perfectly with an office schedule can still be disengaged, while someone who prefers flexibility can be highly committed to their team and role. This is also why coffee badging should not automatically be treated as another name for quiet quitting. Quiet quitting relates to how employees define the effort and responsibilities of their role, while coffee badging relates primarily to where and for how long they appear at work.
For HR, the more useful question is: what are we actually trying to achieve by having this person in the office?
What does coffee badging say about return-to-office policies?
Return-to-office policies often use days because they are straightforward to communicate and relatively easy to count. “Three days per week in the office” appears much clearer than a detailed set of rules covering different roles, activities and teams.
The difficulty is that a day is not necessarily a meaningful unit of collaboration. One employee may arrive at 8:00 and leave at 16:30, another may attend from 10:00 until 14:00, and a third may come in only for a project meeting. All three can appear as one office day in a basic attendance report.
Coffee badging can expose that ambiguity. When organisations have not defined whether they care about the number of visits, hours spent on-site or specific activities completed together, employees and managers may develop different interpretations of the same policy.
Before introducing stricter controls, HR can therefore ask whether the existing requirement is specific enough. If spending a minimum period in the office genuinely matters, that expectation needs to be clear. If the real objective is collaboration, mentoring or team cohesion, it may make more sense to organise attendance around those activities instead.
Why does badge data need context?
Access-control data can be useful, but it was often created for a different purpose: controlling who can enter a building and when. Using the same information to evaluate workplace attendance changes the context in which the data is interpreted.
Consider an employee who badges in for two hours. One explanation is that they are trying to appear compliant before going home. Another is that they came specifically for a planned face-to-face meeting. They could also be travelling to another company location, visiting a client or following an arrangement agreed with their manager.
The badge event is identical in each scenario, but the meaning is not. That is why individual conclusions based solely on access data can be risky. Patterns across teams, days and locations may help HR understand how the workplace is being used, but the data becomes much more useful when combined with policy context, team schedules and employee feedback.
There is also a privacy dimension. The UK Information Commissioner’s Office includes technologies used for access control and timekeeping within its guidance on worker monitoring and stresses that organisations should have a clear purpose and use monitoring lawfully and fairly. Requirements differ between jurisdictions, so employers should check the applicable employment and data-protection rules before repurposing access data for employee monitoring.
What makes an office day worth the commute?
Coffee badging becomes less surprising when an employee arrives at the office and discovers that the people they need to work with are at home. The same applies when nearly every meeting still takes place through a screen or when the office environment makes focused work more difficult than it would be elsewhere.
This does not mean employees should be free to ignore workplace policies. It does mean that enforcement addresses only one side of the problem. If the organisation wants employees to spend meaningful time together, it needs to create conditions where being together has a practical advantage.
That might mean coordinating team days, planning workshops and coaching sessions when colleagues are present or making office days useful for work that genuinely benefits from face-to-face interaction. The appropriate approach will differ between organisations and roles, which is precisely why a universal attendance number can be too blunt.
What should HR do about coffee badging?
The first step is to understand what problem the organisation is trying to solve. If employees are breaching a clearly defined attendance requirement, HR may need to address compliance with that policy. If employees technically meet the policy but do so through very short visits, the problem may instead sit in the way the policy was designed.
Review the definition of an office day and check whether employees and managers understand it in the same way. Then compare the attendance requirement with its stated objective. If leadership wants better collaboration, determine whether collaboration is actually taking place. If the objective is knowledge transfer or onboarding, examine those outcomes rather than assuming that more hours in the building automatically produce them.
Employee feedback can add context that attendance reports lack. A team may be leaving early because colleagues attend on different days, because their afternoon meetings involve international colleagues or because office facilities do not support the work they need to complete. These explanations may not change the policy, but they give HR better information on which to base the decision.
Consistency also matters. Research on coffee badging has shown that managers can participate in the behaviour too. A policy becomes difficult to defend when employees are expected to spend full days on-site while leaders treat the same requirement more flexibly.
What can coffee badging teach HR about people analytics?
One of the most useful things about coffee badging is that it demonstrates a wider principle in HR analytics: more data does not automatically mean more insight.
Suppose a dashboard combines badge swipes, working schedules and office locations. Adding those sources may make the report richer, but HR still needs to know what each field means before drawing conclusions from it. Does “office attendance” represent a badge event, a minimum number of hours or an agreed working location? Do all locations collect the information in the same way? Can an employee leave through an exit that is not recorded?
Questions like these may sound technical, but they determine whether the conclusions drawn from the dashboard are reliable. A beautifully visualised metric with an unclear definition remains an unclear metric.
Coffee badging makes that problem particularly visible because there can be a large difference between what the system records, such as employee present, and what a manager assumes that means, such as employee spent the working day in the office.
What can 90% office attendance really tell you?
Consider an organisation that introduces a requirement for employees to work from the office two days a week. After three months, HR reports 90% compliance based on building-entry data, suggesting that the new policy has been successfully adopted.
Managers, however, continue to report nearly empty offices in the afternoons. Instead of immediately concluding that employees are breaking the rules, HR examines how the metric is constructed. The reporting system counts anyone who badges into the building as present for the day, regardless of how long they remain. Further conversations show that many employees come in for morning meetings and leave after lunch because their later work consists mainly of individual tasks and online meetings.
The organisation now has a more useful decision to make. It can define an office day more strictly, redesign team schedules so colleagues overlap for longer, or decide that the morning collaboration already achieves what it wanted from the policy.
The important point is that the original 90% figure was not wrong. The interpretation of the figure was incomplete.
What can employers learn from coffee badging?
Coffee badging is easy to frame as employees finding a loophole in return-to-office rules, but that explanation only covers part of the issue. The behaviour can also reveal unclear definitions, conflicting expectations and a gap between what an organisation measures and what it actually wants to achieve.
For HR, that makes coffee badging a useful test of both hybrid-work policy and people data. If the goal is simply physical attendance, define what that attendance requires and communicate it clearly. If the goal is better collaboration, stronger teams or more knowledge sharing, measure those outcomes as well.
A badge can tell you that someone walked through the door. Understanding what happened after that requires context.