Don’t be that boss: 6 ways to avoid committing proximity bias
By

It may be unintentional, but proximity bias is a growing reality in the hybrid workplace — and HR leaders want to be sure it doesn’t happen.
It’s a crisis of visibility: People in powerful, decision-making positions tend to treat employees who are physically closer to them more favorably than those who aren’t.
And most of us already recognize the bias exists: More than 70% of senior HR leaders and 62% of senior business leaders agree there’s a proximity bias toward the in-person workforce over the remote and hybrid teams, according to Executive Network’s 2023 Future of Working and Learning Report.
Some of it comes from antiquated thinking (which is just pre-pandemic thinking) that people in the office do more and perform better than those working from home. Productivity research has proven that wrong. Some of it is plain, old cliché-esque: Out of sight, out of mind — when a special project or recognition comes up. Or Love the one you’re with — because they’re an easy reach.
Examples of proximity bias
“Essentially proximity bias is exhibited in presenteeism, where managers value the contributions of employees they see every day over the contributions of remote or hybrid employees who are not in the office on a regular basis,” says Jeanne Meister, Executive VP of Executive Networks.
Some examples are:
- Excluding remote or hybrid employees from important meetings
- Excluding them from opportunities to take on stretch assignments or mentoring
- Evaluating on-site employees’ performance more favorably than remote or hybrid employees, and
- Promoting on-site employees sooner than remote or hybrid employees.
“HR leaders need to take proximity bias seriously and acknowledge this is happening in the workplace where work happens outside of a nine-to-five day and often outside of an office,” says Meister.
Here are six ways to mitigate proximity bias.
Make it impossible
The ideal fix to proximity bias: Make it impossible.
How? Either go with all remote or all on-site work arrangements. That’s what one expert suggests. It’s the only way to fully level the playing field.
By now, though many companies are beyond making that choice. So we have more tips here on how to avoid proximity bias.
Acknowledge the possibility
We don’t know what we don’t know. So help front-line managers avoid it by understandingthat it happens.
“Acknowledge the tendency for proximity bias is real and a natural human behavior,” says Meister. “And adjust for it by making a conscious effort to value the contributions of remote and hybrid employees who meet deliverables. Being aware of proximity is the first step to acting in a more inclusive and intentional way toward all employees, regardless of where they work.”
Change the culture
Once you admit that the bias is possible and anyone can commit it, Harvard Business School experts suggest it’s time to change the culture with this mantra: Excellence from anywhere.
It’s OK — actually, it’s right — to expect employees to perform with excellence, no matter where they work. From there, change goals to valuing deliverables, collaboration and innovation. The more you do this, the more likely the attitude toward excellence anywhere will evolve.
“Create a culture where front-line managers evaluate their team members on their outcomes instead of the number of days they spend in the office,” says Meister.
Simply put, focus on output, not on input or where the input happens.
Set goal policies
If you continue with a hybrid work approach, you’ll want to set clear policies regarding goals — what they are for each role, how you measure achievement and how achievement is rewarded.
Even better, give managers tools to have critical conversations with hybrid or remote employees on how they think they can achieve goals, if they need to adopt new ways of working and the resources they’ll need.
Most critical, reward hybrid and remote work achievements exactly how you laid out in the policies.
Meet more often
The Harvard researchers suggest managers increase feedback sessions or one-on-one meetings with remote direct reports to weekly or bi-weekly. A suggested framework:
- Agree on about five bi-weekly performance goals. Vary them to include short-term, tactical goals and longer-term job improvement goals.
- A few days before the check-in, ask employees to do a brief report on their progress, challenges they face, how they might overcome them, and a few proposed goals for the following week.
- A day before the meeting, give your feedback on your impression of the report and a proposed agenda for the meeting.
- When you meet, coach the employee on how to solve challenges, revise goals that need to be adjusted and affirm their work.
Even better, Meister suggests: “Be intentional about meeting remote or hybrid workers on a regular basis either in a satellite office near their home, for lunch or for networking, stressing the importance of knowing employees outside of a Zoom or Teams call.”
Make the office worthwhile
When possible, get remote and hybrid employees more interested in the office.
“Be clear about what going to the office is still important for and communicate this,” says Meister. “For example, going to the office is often a richer experience when you are engaged in one-on-ones with your manager, collaborating with team members, social networking participation, contributing to product launches and engaging in design thinking sessions. The common thread here is that social connection is worth the commute for employees.”
HR’s Compliance Toolkit: Stay Ahead of Changing Federal and State Regulations
In fact, when Executive Network researchers asked employees what made the office “commute worthy,” most responses revolved around a tangible reason to get in there.

Proximity bias & legal concerns
Remember, proximity bias is more than a trend; it’s a potential legal minefield.
“Discrimination can arise potentially in two different scenarios,” says Rob Hudock, an employment law attorney. “One might involve where remote work is seen and viewed as a benefit versus coming into the office, in which case someone who doesn’t have the opportunity to do remote work will claim they’re discriminated against because their co-worker received that benefit and they did not.”
“Ultimately, the fact that they’re getting treated differently doesn’t necessarily tell the story. The difference has to be based on a protected category … age, race, gender or disability. So what a claimant would need to show in either of those factual scenarios is not just that there was differential treatment, but that the differential treatment was carried out because of that employee’s membership in a protected category.”
Further Reading
10 Tips to Improve Employee Engagement as Engagement Rates Plummet
HR professionals might consider employee engagement the glue that holds company success together. No matter what you talk about – productivity, leadership, professional growth, retention, recognition, culture, well-being – everything ties back to employee engagement. Not to mention, it is the most important indicator to gauge work satisfaction. But it’s at high risk: Employee engagement […]
Help Employees Customize Their Career Paths | 2-Minute Video
Most employees don’t want to follow the traditional career path these days. Some have a background or experience in one field and get interested in another. Others might see better opportunities outside their current chosen path. So if you want to keep good employees, you’ll also want to help them build a career path that […]
3 Ways to Turn Succession Planning into a Companywide Talent Strategy
Have you named who will fill that role when your tenured leader retires? Will you keep the position limited to one person or will you divide it and create additional roles? Which roles will be backfilled as you move people up? With succession planning in mind, these questions should be top of mind for HR […]
Slowmaxxing: What It Is and Why HR Needs to Be Concerned
Slowmaxxing has hit the workplace. It’s the latest in the world of “maxxing” — when people take an activity to the extreme to get major benefits. Slowmaxxing started as a wellness trend centered on mindfulness and slowing down everyday routines. And according to experts at Owl Labs, it has spilled into the workplace, with employees […]
Could Payroll Your Most Underutilized Retention Tool? 3 Keys to Unlock Its Strategic Value
Most HR leaders spend significant energy on benefits strategy and almost none on payroll strategy, even though payroll is the only touchpoint that reaches every single employee, every pay period. That gap is costing companies more than they realize. The gain in employee retention could be phenomenal. Payroll as a Retention Strategy When something goes […]
National Payroll Week 2026 Highlights Payroll’s Role in the Economy
Mark your calendar: National Payroll Week returns Sept. 7-11, 2026, to recognize the role payroll professionals play in making sure workers are paid accurately and on time. The annual observance, founded by PayrollOrg in 1996, also highlights payroll’s broader role in the U.S. economy. Payroll-related collections account for about 66% of U.S. Treasury revenue, supporting […]