The Most Measured, Least Informed Person in the Room

Between 1928 and 1930, at the Western Electric works in Hawthorne, outside Chicago, researchers conducted more than twenty one thousand interviews with employees about their working lives. People talked about their jobs, their supervisors, the conditions on the shop floor, and a good deal about the lives they went home to.

The method was unusually careful for its time. Interviewers found that directed questions produced little, so they moved to letting people speak freely on whatever they chose, and the sessions stretched from thirty minutes to two hours.

What came back was among the most detailed accounts of working life anyone had ever gathered. Thousands of comments were sorted by subject and by whether they were favourable or unfavourable, then written up to support the interpretations placed on them.

The record went to the company. Some of it returned to the shop floor as revised personnel policy, supervisory training and, in time, a counselling programme. What did not return was the picture itself.

That is not an accusation. Nobody at Western Electric was hiding anything, and the programme existed to help management understand a workforce it did not understand. The record travelled in the direction it was built to travel, and what the workers received back was a service, not a view of their own conditions.

But it established a shape, and the shape has held for a century.

Ninety eight years later, the same direction of travel

In March 2026 the workplace analytics firm ActivTrak published a study drawn not from interviews but from measurement. Its Productivity Lab examined more than four hundred and forty three million hours of digital workplace activity across 1,111 organisations and 163,638 employees.

Four hundred and forty three million hours. Every one of them belonged to somebody's working day, and not one of those people can see the picture their hours went into.

The instrument has changed completely. It no longer requires anyone to sit down and be asked. It runs continuously, in the background, at a scale the Hawthorne researchers could not have imagined.

The direction has not changed at all.

What is read, and what can be read back

Consider what is currently held about a professional in a large organisation, and by whom.

Their performance rating, and the calibration discussion that set it, which they will never see. Their engagement survey responses, aggregated into a report circulated a level above them.

Their working patterns, captured by the tools they were issued. Their application history, parsed by a screening system before any person read it.

Now consider what that same professional can read back.

Not their own conditions six months ago, which would tell them whether things are getting worse or whether they are simply tired this week. Not how their present year compares with the last one they remember as good.

Not which of the pressures on them are theirs alone and which are landing on everyone at their grade. That comparison is the one a leader is routinely shown, and we have written elsewhere about what a leader sees that no individual can.

They hold the one perspective nobody else has, which is what it is actually like to do the job, and they hold almost nothing else.

The part they cannot supply themselves

The obvious response is that a person always knows their own working life better than any system does. In one sense that is true, and in the sense that matters it is not.

What a person holds is an impression, formed in the present and revised constantly without their noticing. It is not a record, and it cannot be interrogated.

Ask someone in a bad month what the last year was like and they will tell you it has always been like this. They are answering in good faith, from the only evidence available to them, and they are wrong.

That is the position the professional occupies when the question finally arrives. Not short of judgement, and not short of intelligence, but short of the one thing judgement needs, which is an accurate account of what has actually been happening to them over time.

On what basis is a person supposed to settle that, when everyone around them has been handed a picture and they have been handed nothing?

Who the instruments were built for

There is a version of this account in which the asymmetry is an accident, a gap that the market has not yet noticed. That version is comfortable and it is wrong.

Every instrument pointed at working life was commissioned by an organisation, paid for by an organisation, and designed to produce a report an organisation could act on. Engagement platforms, performance systems, workforce analytics, applicant screening. Each was built to answer a question a management team was asking.

None of them was built to answer the question the person being measured is asking. That is not a failure of execution. It is who was in the room when the requirements were written.

Which explains the remedies on offer, and explains them better than bad faith does. When the person is the only variable anyone has been equipped to see, the person is the only variable anyone can propose moving.

The advice is not cynical. It is what is left once the instruments have decided what is visible.

Opinion: An Asymmetry, Not a Gap

Our position is that this is the defining structural feature of professional life in 2026, and that it should be named as an asymmetry rather than a shortage of information.

A shortage implies that nobody has the picture. That is not the situation. The picture exists, in more detail and at greater scale than at any point in the history of work, and it is held by every party except the one whose working life it describes.

The professional is not uninformed because the information is unavailable. They are uninformed because they were never the intended recipient.

This is why so much of what is offered to a struggling professional feels beside the point. Advice aimed at the individual is a rational response to a world in which the individual is the only thing anyone can see clearly. It is the wrong response to a world in which the environment is doing the damage and nobody has given them an instrument capable of reading it.

What follows from this is narrower than it might sound. It does not require that organisations stop measuring, and it does not rest on any claim that measurement is malicious. It requires that the professional acquire, for the first time, a reading of their own structural conditions that belongs to them, that accumulates over time so that memory is not the only record, and that is not subject to being read by anything else.

The provocation we would leave open is this. For ninety eight years the record of working life has moved in one direction, and the people generating it have been asked to accept a description of themselves they cannot check. Whether that arrangement survives a decade in which every professional is measured continuously, and in which the capacity to read a structure has become the thing they are actually paid for, is now an open question rather than a settled one.

Declaration of Generative AI and AI-assisted technologies in the writing process:
The author made use of Generative AI or AI-assisted technologies in the preparation of this post.

Sources
Harvard Business School, Baker Library Historical Collections, "The Interview Process," The Human Relations Movement: Harvard Business School and the Hawthorne Experiments
Fritz Roethlisberger and William Dickson, "Management and the Worker: An Account of a Research Program Conducted by the Western Electric Company, Hawthorne Works, Chicago," Harvard University Press, Cambridge MA, 1939.
ActivTrak Productivity Lab, "ActivTrak Productivity Lab Analyzes 443M Hours of Work Activity, Revealing AI Is Accelerating Work, Not Replacing It," 11 March 2026
ActivTrak, "2026 State of the Workplace"