The Room Was the Variable

I’ve been thinking a lot about how we assess people.

Not because I love assessment for assessment’s sake. I don’t. I’m interested in assessment because I find people endlessly fascinating — how we become who we are, how we adapt, how we protect ourselves, how we rise, how we disappear, how we come alive in one environment and go quiet in another.

And the deeper I get into this work, the more I keep coming back to a question I cannot quite let go of:

What if knowing someone’s behavioral preferences is not enough?

What if knowing how someone tends to communicate, decide, lead, collaborate, or respond under pressure still does not tell us what they are capable of becoming?

What if we have underestimated some people because we measured them inside rooms that made them smaller?

And what if we have overestimated others because we measured them inside rooms that had already decided they belonged?

That question changes everything for me.

Because it suggests that some of the conclusions we reach about people may be real observations, but incomplete truths. We may be seeing the behavior accurately and still mislocating the cause.

We watch someone hesitate, over-prepare, filter their voice, decline an opportunity, or struggle to claim their own success. And because the behavior is happening inside the person, we assume the cause belongs there too.

They lack confidence.

They are not ready.

They need executive presence.

They have imposter syndrome.

But I’m starting to believe that sometimes the data we collect about people is not really about the people.

It is about the room they were standing in when we measured them.

And if that is true, then leadership assessment has to become more honest. We cannot only ask who someone is. We have to ask what kind of person this is, in this environment.

And we may have to ask something even deeper:

What kind of human capacity is this environment able to recognize and elicit?

That is where I think many workforce assessments stop too soon.

They type. They label. They give us a style, a preference, a behavioral tendency, a mindset, a rating. And I understand why. Heuristics are useful. They help us move quickly. They give us language for difference, and sometimes that language is genuinely helpful.

I like knowing my style. I like understanding my preferences. Those tools can offer a useful foundation. They can help us see ourselves with a little more clarity.

But a foundation is not the whole house.

We give the person a type, a style, a category, a score. But we rarely give the environment one.

We rarely ask: What kind of room is this? What does this culture reward? What does it punish? Who becomes more themselves here? Who becomes smaller? Who gets read generously? Who has to over-explain? Who is trusted early? Who has to earn trust twice?

If we are going to label the person, we have to be willing to locate the environment too.

Because the person and the environment are not operating separately. They are producing something together. Sometimes the person is shaping the room. Sometimes the room is shaping the person. And the balance is not neutral.

Power matters. Rank matters. Proximity to decision-making matters.

The higher someone sits in the system, the more their preferences can become climate. Their comfort can become the standard. Their blind spots can become culture. Their assumptions can become the bar everyone else has to clear.

This is the part I think we miss when we assess the person but leave the environment unnamed.

We end up needing the person to be smaller than they are. We reduce them to four categories, or sixteen types, or five broad traits, or a color, or a style, or a score.

But I do not believe there are four kinds of people.

Or sixteen.

Or even five.

There are, in some meaningful sense, as many kinds of people as there are people on the planet. Eight billion living configurations of memory, temperament, longing, fear, culture, intelligence, adaptation, protection, grief, ambition, love, and possibility.

So maybe the work is not to classify people more neatly.

Maybe the work is to locate them more truthfully.

Here is what I mean.

Most of us remember the classroom studies where teachers were told that certain students were especially gifted or likely to bloom. The students had not been selected because of any special evidence. They were chosen at random. The belief was assigned, not discovered.

But the teachers believed something different about them — and over time, the students began to perform in ways that reflected that belief.

That finding has stayed with me for years.

Because it raises a question that is much bigger than education.

What happens when the room believes you are capable before you have fully proven it?

And what happens when the room withholds that belief until you have over-proven it?

I am not saying people have no agency. Of course we do. We make choices. We take risks. We prepare, practice, persist, and decide who we are going to become.

But agency does not operate in a vacuum. It operates inside conditions. Inside expectations. Inside signals. Inside rooms that are constantly telling us — subtly or explicitly — what they believe we are capable of, and how much evidence they will require before they believe we belong.

The environment is not just the backdrop to human performance. It is often conducting the orchestra. We may still be playing our own instruments, but the tempo, the volume, the cues, the permission to enter, the moment we are invited to solo — all of that is being shaped by the room.

The same thing shows up in another body of research, this time in how we evaluate competence.

Give evaluators the same evidence and change only who is believed to have produced it, and the bar can move. The shifting-standards research is precise about this: when expectations are lower for a group, people may require more evidence before attributing the same level of competence or ability. The person is held still. The work is held still. The evidence is held still.

And still, the bar moves.

Which means the gap in judgment cannot be explained only by the person’s ability. It also tells us something about the prior the evaluator carried into the room.

That is the inversion I cannot stop thinking about.

A finding that looks like it is about the person may also be a measurement of the field around the person.

The room was the variable. We just forgot to measure it.

The hesitation may be real.

The over-preparation may be real.

The silence may be real.

The self-doubt may be real.

But real does not always mean correctly located.

History has shown us this too.

In the early decades of the last century, pellagra swept through poor communities in the American South — a devastating disease of skin, gut, and mind that killed thousands of people year after year. For a long time, many explanations located the problem in the sufferers themselves: poor hygiene, bad blood, some inherited weakness, some defect of the people who became sick.

The disease, in that telling, was simply what deficient people looked like.

Joseph Goldberger looked at the same bodies and asked a different question.

He saw that the disease tracked the diet of poverty — the thin Southern fare of cornmeal, fatback, and molasses — and not the pattern of any contagion. He showed it could be produced by that diet and prevented by a better one.

The body was not revealing a deficient people.

It was revealing a deficient table.

That is the historical version of the same mistake. We thought we were looking at a human defect. We were looking at an environmental condition entering the human body and being misread as a property of the person.

And this is where the moral difficulty begins.

Because mislabeling is not neutral. If the defect lives in the person, the system does not have to change. If the problem is their confidence, their grit, their readiness, their professionalism, their attitude, their culture fit, their executive presence — then the burden stays conveniently located inside the individual.

But if the behavior is also a readout of the environment, then the room has to be examined.

That is harder.

This, to me, is the next frontier of assessment.

Not to label people more precisely.

To locate them more truthfully.

Not just to ask, “Who is this person?”

But to ask:

Who is this person here?

What is this environment calling forward?

What is it suppressing?

What does this culture reward?

What does it punish?

There is a flower I keep thinking about now.

The hydrangea blooms in different colors — deep blue, soft pink — and for a long time we have named them exactly that way. The blue hydrangea. The pink one. As though the color were the plant’s own nature, something it simply was.

It isn’t. The same plant, the same genetics, will bloom blue in acidic soil and pink in alkaline. The color was never a fact about the flower. It was the flower reporting the ground it was standing in. Change the soil, and the bloom changes — not because the plant became something else, but because it was answering a question we did not know we were asking.

We have spent a long time naming people by the color of the soil they were standing in.

The confidence. The readiness. The presence. The fit. We read the bloom, and we name the plant, and we rarely think to test the ground.

I am not saying the person is nothing. The hydrangea is real; its life is its own. But its color is a conversation between the plant and the soil — and if we want to understand what we are actually seeing, we have to be willing to ask about the soil.

That is the work. Not to name the bloom more precisely, but to locate the ground truthfully — because only then do we know what we are actually looking at.

And a person who can finally see the ground beneath them is no longer only shaped by it.

That is where everything begins.