Proximity Bias: Are Remote Workers Losing Out on Leadership Visibility?

An overwhelming majority of the Indian workforce is engaged in hybrid work today. Indian workers’ preference for fully remote (38%) or hybrid (54%) work setups (as reported by the World Economic Forum) has led to many major companies institutionalizing adaptive work arrangements post-pandemic. However, an unintended yet concerning consequence of this shift is the emergence of proximity bias against remote workers in performance evaluations and promotion decisions.

In simple terms, proximity bias is a cognitive bias wherein managers tend to show favoritism to employees they physically see or interact with more often. This instinctive tendency in management can put remote workers at a disadvantage. Despite being qualified and competent, they may get overlooked for leadership roles and career progression opportunities.

This article discusses the causes and challenges of remote work bias and how managers might mitigate proximity bias.

What is Proximity Bias?

Proximity bias refers to the tendency of people in positions of power, namely leaders or managers, to favor (unintentionally so) employees who share a physical proximity to them. In modern hybrid or fully remote environments, proximity bias can be particularly evident. In-office workers who get more “face time” with leadership may receive preferential treatment over remote workers due to better access and increased familiarity and visibility. They may also be perceived as more committed to the job and be disproportionately rewarded.

Reasons for Proximity Bias in Hybrid Workplaces

Proximity bias indicates a systemic flaw in how visibility is perceived within an organization. Key reasons for remote work bias include

1. Leadership bias

One key reason for proximity bias may be leadership bias, where leaders hold deliberate or unintentional assumptions about productivity—for instance, believing that employees working remotely are less productive than in-office workers. A Gartner survey refutes this perception, establishing flexibility in work as a top enabler of productivity, with nearly 50% of Indian workers believing they are more productive in remote work environments.

However, many leaders may continue to equate presence with productivity, leading to distorted assessments and preferential treatment toward in-office workers. For remote workers, this may translate into

• Less recognition in meetings

• Reduced access to high-value projects that lead to career progression.

• There is a decreased likelihood of being considered for promotions despite being more productive on average.

1. Unconscious stereotyping

Managers may perceive remote workers as less ambitious, less committed, or even less valuable than in-office peers. Several studies point to this negative perception of remote workers:

• According to an SHRM report, nearly 67% of managers feel remote workers are more easily replaceable than on-site workers.

• The same study also revealed that nearly 42% of managers overseeing remote workers often forget about them when assigning projects.

Stereotyping of this nature stems from a perceived lack of visibility and is fueled by the availability bias, which states that managers tend to make decisions based on readily accessible information (in this case, individuals they see more often). 

How Proximity Bias Affects Remote Workers and Organizations

The long-standing effects of proximity bias can damage not just the career progression of remote workers but also deteriorate organizational health.

1. Exacerbating inequities: Proximity bias against remote workers may unintentionally promote other inequities in the workplace. Due to pervasive unconscious biases, individuals from underrepresented and marginalized communities who typically have a stronger inclination towards remote work may be more affected by proximity bias. Managers who are unaware of this intersectionality can undermine progress made in diversity and inclusivity efforts.

2. Reduced employee morale: When recognition feels arbitrary and career progression seems linked to who is more visible or accessible to leadership, employee morale can suffer. Remote employees may feel undervalued, leading to a lack of motivation and disengagement.

3. Exclusion from informal networks: Mentorship is a key driving aspect for upward mobility in the corporate world. However, mentorship typically happens in casual and informal settings, often between those who share physical proximity. Remote or hybrid employees may have fewer opportunities to be in the presence of higher management or be a part of informal conversations, such as after-hours parties, impromptu hallway chats, or coffee break sync-ups, where opportunities for career advancement and mentorship manifest. This engagement loss can further reinforce remote work bias, explicitly visible in remote employees’ career trajectories. 

4. Stalled career advancement: Remote workers, regardless of their output, may be passed over for promotions. The lack of visibility and regular interaction with leadership can cause their achievements to be less visible and perceived as less consequential than those of their in-office peers.

5. Increased turnover risk: Companies risk losing out on high-performing talent if managers show favoritism to on-site workers and don't provide adequate recognition and appreciation to remote employees.

6. Unfavorable work policies: Organizations that resort to return-to-office policies to mitigate the perceived visibility gap can create dissatisfaction and disengagement among employees, especially those who prefer hybrid work arrangements. 

Reducing Proximity Bias

Addressing proximity bias requires deliberate and sustained effort across multiple fronts. If leadership decisions weigh so heavily on who is more visible than who is more competent, it points to a fundamental flaw in management's judgment and poor corporate structural planning.

1. Managers are the primary drivers of company culture. A decisive first step to eliminating proximity bias is acknowledging the unfair treatment remote workers may be exposed to due to the prioritization of visibility. 

• Remote managers may receive regular training to understand the repercussions of proximity bias on remote workers, DEI initiatives, and organizational harmony.
• Managers must be intentional about engaging with in-person and remote teams. Virtual feedback forms can collect feedback from direct reports and identify any disparities or instances of preferential treatment.

    2. Every strategic or casual meeting may be made remotely accessible to ensure inclusivity across all levels. Managers can incorporate rotational meetings (rotating the host of meetings) and use shared documents to promote equal participation and actively invite input from all employees. They can also create virtual opportunities for connection, both for work and social interactions

    3. Performance metrics may focus on deliverables, work quality, and contribution to team goals rather than time spent in the office. Prioritizing data-driven metrics can ensure remote and in-office employees are evaluated fairly, discouraging employees from engaging in illusions of productivity.

    4. Formal mentorship channels should be implemented to connect remote employees with senior staff. Meaningful relationships can be facilitated across diverse geographical locations by leveraging technology like mentor-mentee matching software or AI-powered mentorship platforms. Mentorship opportunities should not be incidental but intentional, designed with inclusivity in mind.

    5. Ensuring that promotion criteria are solely based on merit is key. Managers may consider tangible metrics like quality of work, collaboration ability, and innovation mindset over surface-level factors like who is more visible or accessible when making promotion decisions.

Conclusion

Proximity bias often reflects corporate systems designed for a pre-remote era. In today's flexible work ecosystems, proximity bias can disadvantage remote workers and block talent inflow. Leaders may evolve their practices to match the evolving nature of the corporate workforce.

Acknowledging leadership bias, addressing hybrid work challenges, and promoting employee engagement regardless of geographic location can allow organizations to create a productive, equitable, and future-ready workplace.