Bad numbers have a way of getting everyone’s attention. When sales fall short, expenses jump unexpectedly, or a result moves in the wrong direction, people start asking questions. Reports get reviewed more closely, calculations get checked, and someone wants to know what happened.
Good numbers usually receive a much warmer welcome. When a result comes in better than expected, there is a sense of relief. People are happy, the number gets highlighted as a success, and attention moves to whatever is next.
I understand that reaction. I like good numbers too. I have learned that a number does not become more reliable or more meaningful because everyone likes what it says.
In fact, when a result makes everyone in the room happy, that is often when I want to understand it a little better.
We Naturally Investigate the Numbers We Don’t Like
Imagine that you expected sales to increase by five percent and instead they fell by ten percent. Nobody is going to look at that result and move on without a discussion. People will want to know whether customers changed their behavior, whether something happened operationally, or whether there is an error somewhere in the information.
Now imagine that you expected sales to increase by five percent and they increased by twenty percent.
The reaction is usually very different. There might be congratulations and a discussion about what a strong month it was. There probably will not be the same immediate pressure to explain the difference.
That has always interested me. In both cases, the actual result was substantially different from what we expected. The only difference is that we like one surprise and dislike the other.
If I were to investigate an unexpected decline, I think an unexpected increase deserves some attention too. I am not looking for a reason to turn good news into bad news. I simply want to understand what happened.
Coming in Under Budget Is a Good Example
An expense that comes in well below budget will usually be viewed as positive. The company expected to spend a certain amount and spent less. There is nothing wrong with being pleased about that.
However, I would still want to understand why it happened.
Perhaps someone negotiated a better price with a supplier. Maybe a department found a more efficient way to operate. It is also possible that the original budget simply overestimated what the company would need to spend.
Any of those explanations would be worth knowing because they could affect how we think about the next budget.
Other possibilities are less positive. The company may have delayed necessary maintenance. A position that was supposed to be filled might still be vacant. A planned project could be running behind schedule, which means the expense has not disappeared. It may simply show up later.
In each situation, the report shows the same basic result. Spending is below budget. What that result means for the business depends entirely on why it happened.
That is the part I do not want to skip just because the variance happens to be favorable.
An Accurate Number Can Still Lead to the Wrong Conclusion
People sometimes assume that questioning a good result means questioning whether the number is accurate. That is not necessarily what I mean.
The number can be completely correct. Our interpretation of it can still be wrong.
Suppose revenue increases significantly during one month. There is no accounting error. The company really did generate that revenue. Before assuming that the business has reached a new level of performance, I would want to understand what drove the increase.
A large customer may have made an unusual purchase. Several transactions expected next month may have happened earlier. A pricing change could explain part of the increase. Perhaps the improvement really is broad and reflects something the company has been doing better.
Each explanation matters because it tells us something different about what we should expect next.
One unusually strong month becomes a problem only when we start treating it as the new normal without understanding what made it unusual in the first place.
Strong Results Can Make Problems Easier to Ignore
There is another reason I think good numbers deserve attention. Success can hide weaknesses surprisingly well.
When results are poor, inefficient processes become easier to notice because there is pressure to find out what is going wrong. When results are strong, the same inefficiencies may not seem particularly important.
A business can have strong sales while employees spend too much time working around a bad process. A profitable period can make an unnecessary expense seem harmless. A busy department can look productive while the people inside it are compensating for problems that will eventually become difficult to manage.
Good performance gives a business some room for error, and that is valuable. The risk is assuming that a strong result means everything underneath it must also be working well.
I would rather understand those issues while the business is doing well than discover them when performance begins to change.
There Is a Difference Between Curiosity and Suspicion
I also think it is possible to take this mindset too far. If every piece of good news is immediately met with skepticism, people can start to feel as though nothing is ever good enough.
That is not useful either.
Sometimes a good result is simply the product of good work. A team executed well. Customers responded positively. Costs were managed carefully. The business had a strong month.
Those results should be recognized.
The question is whether recognizing success has to mean ending the conversation. I do not think it does.
If a team performed particularly well, I want to understand what they did differently. If customers responded strongly to something, I want to know whether that behavior might continue. If a department reduced an expense without creating another problem, perhaps the rest of the organization can learn from it.
Understanding success is not the same as trying to find something wrong with it. In many cases, understanding why something worked is what gives you a chance to repeat it.
The Question I Like to Ask Is Simple
When I see a result that everyone is happy about, I try not to begin by looking for a problem. I think that creates the wrong mindset.
Instead, I like a much simpler question.
What happened?
That question leaves room for a positive answer. Maybe someone made a smart change. Maybe the team performed exceptionally well. Maybe customer demand was stronger than expected. Maybe the original forecast was too conservative.
It also leaves room for an explanation that requires more attention.
The important thing is to understand the result rather than simply react to it.
I have spent enough time looking at financial information to know that bad numbers will almost always get investigated. People naturally want an explanation when something disappoints them.
Good numbers do not create the same urgency, which is exactly why they can be easy to accept without much thought.
I am happy when the numbers are good. I just do not want being happy with a number to become the reason I stop being curious about it.
Sometimes the most useful question you can ask about good news is the same question you would ask about bad news.
What happened?