The Problem with “Fit”: How a Common Workplace Standard Can Create Risk

By Gwendolyn Miller, M.S.Ed., Expert Witness and Consultant

One of the most common explanations I encounter when reviewing employment decisions is remarkably simple:

“The candidate wasn’t a good fit.”

The phrase appears in hiring decisions, promotion deliberations, leadership selections, performance discussions, and termination justifications. On the surface, it sounds reasonable—even objective.

Yet “fit” is often one of the least objective criteria used in workplace decision-making.

As an expert witness in matters involving discrimination, workplace culture, implicit bias, and organizational climate, I frequently analyze how organizations make decisions about who is hired, promoted, valued, developed, retained, and trusted. In many cases, references to “fit” are used to explain decisions that lack clearly defined, job-related criteria. When that occurs, organizations may inadvertently create opportunities for bias to influence outcomes.

The Appeal of “Fit”

Organizations naturally want employees who can work effectively with colleagues, support organizational goals, and contribute positively to workplace culture.

These are legitimate considerations.

The problem arises when “fit” is not clearly defined.

When decision-makers cannot explain precisely what they mean by fit, the term often becomes a shorthand for subjective impressions, personal preferences, comfort levels, or assumptions about who belongs within a particular team or organization.

Questions such as:

• “Would I enjoy working with this person?”
• “Do they fit our culture?”
• “Do they seem like someone who belongs here?”
• “Would they fit in with the team?”

may appear reasonable. However, they can also create opportunities for unconscious biases and stereotypes to influence decision-making.

When “Fit” Becomes Similarity

One of the challenges with evaluating fit is that people often feel most comfortable with individuals who share similar backgrounds, communication styles, educational experiences, interests, perspectives, or cultural norms.

In other words, what is described as “fit” may sometimes reflect familiarity.

A hiring manager may feel an immediate connection with one candidate because they attended similar schools, share common interests, communicate in similar ways, or remind them of successful employees from the past.

These preferences may be entirely unconscious.

The issue is that familiarity is not the same thing as qualification.

An organization’s strongest employees do not necessarily look alike, think alike, communicate alike, or share similar backgrounds. When fit becomes a proxy for similarity, organizations risk excluding talented individuals whose experiences and perspectives differ from those already represented within the organization.

The Legal and Organizational Risks of Subjective Criteria

From an organizational perspective, vague decision-making standards present significant challenges.

Objective criteria can be explained, documented, measured, and defended.

Subjective criteria are often much more difficult to evaluate.

For example, consider the difference between:

• Demonstrated leadership experience
• Relevant technical expertise
• Measurable performance outcomes
• Professional certifications

and

• Executive presence
• Cultural fit
• Professional polish
• Leadership style

The first group of criteria can generally be documented and verified.

The second group often depends heavily on individual interpretation.

When employment decisions rely primarily on subjective standards, organizations may face increased scrutiny regarding whether decisions were applied consistently and whether those standards were influenced by implicit bias, stereotypes, or unequal expectations.

The Role of Implicit Bias

One reason “fit” deserves careful examination is its relationship to implicit bias.

Research and professional experience have long demonstrated that individuals can make decisions influenced by unconscious assumptions while genuinely believing they are acting objectively.

Few decision-makers intentionally discriminate.

However, decision-making can still be influenced by perceptions regarding race, gender, age, disability, cultural background, communication style, or other identity-related characteristics.

As a result, evaluators may unknowingly interpret identical behaviors differently depending on who exhibits them.

The concern is not necessarily overt prejudice.

Rather, it is that subjective standards create space for unconscious preferences and assumptions to affect outcomes.

The Difference Between Fit and Contribution

Organizations often benefit from shifting their focus from fit to contribution.

Instead of asking:

“Will this person fit in?”

A more useful question may be:

“What skills, experiences, perspectives, and strengths will this individual contribute?”

The first question encourages conformity.

The second encourages evaluation based on value.

Organizations that prioritize contribution are often better positioned to identify talent, encourage innovation, and create environments where individuals from diverse backgrounds can succeed.

When “Not a Good Fit” Becomes Evidence

In discrimination cases, the phrase “not a good fit” often receives significant attention because it can be difficult to evaluate.

An explanation based on fit may raise questions such as:

• What specific criteria were used?
• Were those criteria documented?
• Were they applied consistently to all individuals?
• Did others receive different treatment under similar circumstances?
• Were objective qualifications considered?
• Were concerns about fit raised only after a complaint or adverse action occurred?

As an expert witness, I often examine whether references to fit are supported by objective evidence or whether they represent subjective judgments that may have contributed to differential treatment. My analysis focuses on the totality of the evidence, including workplace practices, decision-making processes, organizational culture, and documented outcomes.

Creating More Defensible Employment Decisions

Organizations can reduce risk by ensuring that employment decisions are based on clearly defined, job-related criteria rather than vague impressions.

Questions worth asking include:

• Can the criterion be measured?
• Can it be documented?
• Is it relevant to job performance?
• Has it been applied consistently?
• Would different decision-makers reach similar conclusions?

The more transparent and objective the process, the easier it becomes to demonstrate fairness and consistency.

Final Thoughts

The concept of fit is not inherently problematic.

The danger arises when fit becomes a substitute for objective evaluation.

“Not a good fit” may sound neutral, but it is often one of the most subjective explanations used in workplace decision-making. When organizations rely too heavily on undefined notions of fit, they risk overlooking qualified candidates, limiting diversity of thought, and creating conditions in which unconscious bias can influence outcomes.

For attorneys evaluating employment decisions, the question is often not whether someone was described as a poor fit.

The more important question is:

What did “fit” actually mean, and was it applied fairly and consistently?

The answer may reveal far more about an organization’s decision-making process than the phrase itself.

Attorney Consultation

If your case involves hiring, promotion, termination, workplace culture, discrimination, retaliation, or allegations of implicit bias, contact Addressing Racial Microaggressions, LLC to discuss whether expert analysis may assist in evaluating workplace decision-making processes and organizational climate.

Request a confidential initial case consultation.