Newsletter

Intelligence for the examined working life

The Worklife Review
Analysis /

What pay transparency did to how we judge our worth

The salary range was supposed to settle the question. It moved the question instead.

By the editors of The Worklife Review · 2026-08-24 · 5 min read

A man with curly hair evaluates documents at a desk, highlighting focused work in a professional setting.
Photograph: RDNE Stock project

As of September 2024, 57.8 percent of job postings on Indeed carried a salary figure, up from 52.2 percent a year earlier, according to its Hiring Lab. A decade ago that number was close to nothing. Law by law, from Colorado to California to New York, the range came out of the shadows. It was supposed to end the guessing. What it did instead was quietly change the question a working person asks about themselves.

Before the range was public, worth was mostly a private verdict. You weighed what you did against what you took home and reached a conclusion: fair, or not. The posted number replaced that verdict with a coordinate. Now the question is not whether you are paid fairly for your work. It is where you sit inside a band someone else drew, and how far above or below you the person at the next desk sits. That is a smaller question wearing the clothes of a bigger one, and most of the unease that follows comes from mistaking the two.

The comparison you can't unsee

Economists Zoë Cullen and Ricardo Perez-Truglia ran a field experiment inside a commercial bank of more than 2,000 employees and measured what salary information actually does to behavior. Their finding was not that people react to pay. It was which comparison stings. When workers learned a peer earned more, on average 11.7 percent more, they worked fewer hours, sold less, reported lower satisfaction, and grew likelier to quit. When they learned their boss earned far more, on average 315 percent more, they did the opposite. They worked harder, apparently reading the gap not as an insult but as their own future.

The number that moves you is almost never what the job pays. It is what the person beside you is paid.

This is the mechanism transparency set loose. A public range does not tell you what you are worth. It tells you where you rank, and ranking is a sideways act. It fixes your eyes on the desk, not on the work. A person who felt settled on Friday can be unsettled on Monday without one thing about their job having changed, because a number arrived and rearranged the map. The pay did not move. The reference point did. And a reference point, once seen, does not politely leave when you close the tab. It lodges. Every review, every offer, every quiet Tuesday now gets measured against a band you did not choose and cannot forget, which is a heavier thing to carry than the old ignorance ever was.

The leverage cut both ways

Transparency was sold to workers as leverage, and a surprising share of it flowed the other way. In a study published in Econometrica, Cullen and Bobak Pakzad-Hurson tracked the US state laws that protect the right to discuss pay and found that after they passed, wages fell by roughly 2 percent. The reason is bargaining. When your salary can become common knowledge, an employer can no longer quietly pay one person more to keep them, so it holds firmer with everyone. The information meant to arm you at the table also disciplined the table.

The pattern repeats where transparency was supposed to help most. When Denmark required firms to publish pay broken out by gender, the gap between men and women narrowed by about 2 percentage points, a real gain. But it closed mostly by slowing men's raises, not by lifting women's. Fairness arrived as subtraction. The floor did not rise to meet the ceiling. The ceiling came down to meet the floor. Equal, and a little poorer, is still a strange thing to have wished for, and worth naming honestly when we celebrate what daylight did.

A range prices the seat, not the person

Here is what these findings share, and what the mid-career unease keeps missing. A salary range is a fact about a role. It answers one question cleanly: what is this seat worth on the open market. It answers a different question not at all: is this the right seat for you. We read the first number as if it were the second. So a competent, well-paid person looks at a fair range, finds themselves squarely inside it, feels a low hum of wrong anyway, and concludes they must be underpaid, or under-ranked, or slipping behind the desk next door.

Usually they are none of those things. The hum is the distance between what the market says the role is worth and what the role actually costs this particular person to do: the parts that drain them, the hours that never touch what they are good at. That gap shows up in no band, because no band was ever built to measure it. It is the same reading we have brought to why real competence and real boredom can share one job, and to the story that a paycheck is supposed to double as a purpose. The number can be exactly correct and still be answering a question about the chair, not about whether the chair is yours.

None of this argues against transparency. The range is better in the open than hidden, and the guessing it ended was its own quiet tax on the people with the least information. But it is worth knowing what the number can and cannot do before you let it grade you. It can tell you the price of the work. It can tell you where you stand against the person beside you, which is why it drives so many moves that read as restlessness. It cannot tell you whether you are in the wrong life or the right one. It prices the chair. It never tells you it is yours.

Sources

Filed underAdvancementDecision-MakingSelf-Awareness