The email looked clear enough.
“Beginning next quarter, the company will move to a more flexible hybrid work model. Department leaders will determine schedules based on business needs.”
Within twenty minutes, employees had created at least five different interpretations.
One person thought the company was requiring everyone back in the office three days a week. Another believed each employee could choose when to come in. A manager assumed departments could create their own policies. Someone else heard that remote work was quietly being eliminated.
Everyone had received the same information.
Nobody was sure what it meant.
That is the kind of problem organizational information theory helps us understand. Associated with organizational scholar Karl Weick, the theory focuses on how organizations deal with information that can be interpreted in several different ways. Weick called this condition equivocality, a situation where the problem is not simply missing information but competing possible meanings.
For readers interested in the academic foundation, Weick develops these ideas in The Social Psychology of Organizing, first published in 1969 and later substantially expanded.
In everyday language, the lesson is simple: sometimes organizations do not need more information. They need help deciding what the information means.
More information was not the answer
The company’s leadership team noticed the confusion and responded in the way organizations often do.
They sent another email.
The second message was longer. It included several paragraphs about flexibility, collaboration, organizational needs, productivity, and employee experience.
The confusion increased.
Employees now had more words but not more certainty.
This distinction matters. If I do not know what time a meeting starts, I have an information problem. Give me the time and the problem disappears.
But if leadership says, “Managers should provide reasonable flexibility,” the challenge is different. What counts as reasonable? Does flexibility mean the same thing in every department? Who decides when flexibility conflicts with business needs?
That is ambiguity. More data alone may not solve it because people are trying to choose among several plausible interpretations.
This is why communication is not complete until meaning is shared. Sending the message is only the beginning. People still have to understand what the message means in practice.
Organizations are always making sense of things
We often imagine organizations as machines that receive information, make decisions, and issue instructions.
Real organizations are much messier.
A customer suddenly changes buying habits. A competitor introduces a new product. Employee turnover rises. Sales drop in one region. A new regulation appears. Technology changes the way work is performed.
Information arrives, but its meaning is not always obvious.
People begin asking questions.
Is this temporary or permanent?
Is this a threat or an opportunity?
What caused it?
What should we do first?
Who needs to respond?
The organization has to make sense of what is happening before it can act intelligently.
This is where perspective becomes valuable. As discussed in perspective shapes what the room can see, people in different positions often notice different parts of the same problem.
Finance may see rising costs. Sales may see customer hesitation. Operations may see delays. Frontline employees may hear complaints before executives see them in reports.
Each perspective adds information, but leadership still has to create a workable interpretation.
Ambiguity needs conversation
After several days of confusion about the hybrid policy, one department manager stopped forwarding emails and held a meeting.
She began with a simple sentence.
“I think we are using the same words but giving them different meanings.”
Then she asked employees what they believed the policy required.
The answers were all over the room.
Instead of correcting people immediately, she wrote the interpretations on a board. Then the group separated what the company had clearly stated from what employees had assumed.
That conversation did something another email could not do. It allowed people to compare interpretations.
This is one reason ambiguity often requires richer communication. People need to ask questions, hear how others interpreted the message, challenge assumptions, and adjust their understanding.
Context matters here too. As context changes everything, the same announcement may mean something different to an employee who lives ten minutes from the office than to someone hired as a remote worker hundreds of miles away.
A policy is never received in a vacuum. People interpret it through their circumstances.
The organization needs a center
As discussion continued, the meeting started drifting.
One employee wanted to debate whether remote work increased productivity. Another wanted to discuss parking. Someone else began describing how a previous manager handled schedules three years earlier.
All of those issues might matter eventually, but they were pulling attention away from the immediate problem.
The manager brought the conversation back.
“What are the decisions we actually need to make today?”
That question reduced the ambiguity.
They needed to know how many in-person days the department required, which meetings required physical attendance, how exceptions would work, and who had authority to approve them.
This is where the law of focus becomes useful. When an unclear situation produces many possible conversations, someone has to keep returning attention to the issue, consequence, and decision that matter most.
Clarity is not created by discussing everything.
Sometimes clarity comes from deciding what the conversation is actually about.
Action can reveal meaning
One of Weick’s important insights is that organizations do not always understand a situation completely before acting. Sometimes action helps create understanding.
The department decided to test its hybrid schedule for thirty days.
During that month, the team discovered that Tuesday and Thursday worked well for collaborative meetings, while mandatory Friday attendance added little value. They also discovered that new employees benefited from more in-person time during their first few weeks.
The organization learned by acting.
This is an important lesson for leaders who believe every uncertainty must disappear before a decision can be made. Sometimes the situation is too complicated for complete certainty.
A thoughtful experiment can produce information that discussion alone cannot.
The key is to treat action as learning rather than pretending the first answer must become permanent.
New employees experience ambiguity differently
Longtime employees often know how to interpret unclear messages because they understand the organization’s history and unwritten rules.
New employees do not have that advantage.
When leadership says, “Use your judgment,” an experienced employee may know exactly how much discretion is acceptable. A newcomer may wonder whether using judgment will later be considered ignoring procedure.
When someone says, “We are informal here,” the newcomer still has to discover whether that means they can challenge a senior executive in a meeting.
This is why new employees study the invisible rules before they say “we”. They are not merely learning procedures. They are trying to interpret what the organization means by its language.
Leaders can reduce unnecessary ambiguity by explaining what experienced employees have learned to take for granted.
Information overload can make ambiguity worse
There is another temptation when people are confused: send them everything.
More reports. More dashboards. More notifications. More meetings. More updates.
Eventually, important information becomes harder to distinguish from background noise.
As explored in cognitive overload: the new weapon of mass distraction, an environment overflowing with information can make disciplined attention harder.
Organizational information theory gives us a useful distinction.
Ask whether people lack information or whether they lack interpretation.
If they lack information, provide it.
If they face ambiguity, create conversation, clarify assumptions, test interpretations, and establish enough shared meaning to act.
Those are different problems and require different responses.
How to use this theory in real life
When confusion appears, resist the immediate urge to send another long email. First ask what kind of confusion you are dealing with.
“What information is actually missing?”
Then ask a second question:
“What part of this can reasonably be interpreted more than one way?”
Bring those interpretations into the open. Ask people what they believe the message means before telling them what they should have understood.
Clarify the decisions that need to be made. Separate facts from assumptions. When complete certainty is impossible, run a small experiment and learn from what happens.
Finally, retain what the organization learns. If the same confusion appears repeatedly, turn the lesson into clearer language, better processes, or more useful communication for the next person.
Watch out for this
Organizational information theory does not mean every disagreement is caused by ambiguity.
Sometimes people understand a message perfectly and simply disagree with it. Sometimes leaders deliberately use vague language to avoid commitment. Sometimes power, incentives, poor judgment, or conflicting interests create the problem.
Clarity does not guarantee agreement.
But the theory gives us an important diagnostic question: are people arguing because they want different outcomes, or because they are operating with different meanings?
Knowing the difference can save a great deal of wasted communication.
One thing to remember
The hybrid-work problem did not begin because employees lacked information.
They had the email.
The problem was that the same words supported several reasonable interpretations.
That is the lesson of organizational information theory.
Organizations do not survive simply by moving information faster. They survive by making enough sense of uncertain and ambiguous situations to coordinate action.
When everyone has the message but everyone seems to hear something different, do not automatically send more information.
Reduce the ambiguity.
Get the interpretations into the room. Clarify what matters. Decide what the words mean in practice. Then act, learn, and adjust.
Reflection question
Where in your organization are people asking for more information when the real problem may be that nobody has agreed on what the information means?
