Proximity Bias

The tendency for managers to favor employees who are physically nearby over those who work remotely.

Proximity bias is the cognitive tendency to view people who are physically close to us as more competent, more hardworking, and more promotable — even when there's no objective evidence for this. In hybrid workplaces, it creates a systematic disadvantage for remote workers, who may be equally or more productive but are less visible to managers and decision-makers.

Proximity bias plays out in subtle but high-impact ways: remote employees get mentioned less in hallway conversations where opportunities are surfaced, they're less likely to be included in spontaneous decision-making, and they're often assumed to be less engaged simply because they're not seen. Performance reviews in hybrid environments consistently show higher ratings for in-office employees, controlling for actual output.

The bias is often unintentional. Managers naturally build stronger relationships with people they see daily, trust develops through shared physical space and informal interaction, and 'out of sight, out of mind' applies to recognition as much as social connection. Addressing it requires deliberate systems — not just goodwill.