Field notes / Practice
Finance does not want your training metrics. It wants one decision
When training teams have to prove that training worked, they tend to bring more numbers. I think they should bring fewer, tied to a choice someone can make.
By McKinley Malbrough III, J.D., MS-HRM. Published October 29, 2026.
Short answer
Finance leaders rarely need a full metrics set. They need one result, a clear comparison and a decision they can make. I build a one-page training results summary that names the behavior that changed, how it was observed, what it cost and what I recommend: repeat, change or stop. The page ends with the decision, not the data.
What is my claim about training metrics?
My claim is that the people who control training budgets rarely want a metrics dashboard. They want to make a decision with less risk. A training lead who arrives with twenty numbers has handed the reader the job of finding the one that matters, and most readers will not do it.
I think the strongest results page for a finance reader is a single sheet. It names one change, says how it was seen, states the cost and ends with a recommendation. The rest is available on request. This is an argument about reporting, and I make it as a facilitator who has watched training budgets get cut when the evidence arrived as a pile.
This builds on how to measure whether training worked, which covers choosing the behavior and when to check it. Here I focus on what to put in front of the person who holds the budget.
Why do finance readers read differently?
They are asked to compare uses of money. A training request competes with other requests, and the reader needs to know what the money buys, how sure you are and what happens if the answer is no. Metrics that describe activity, such as sessions delivered and hours attended, answer none of those questions.
They also read skeptically, and rightly. Numbers that look too tidy invite doubt. A report that includes a flat result, with a plain explanation, tends to be believed more than one that shows only wins. That is the same advice I give on the measurement page, and it holds even more strongly when the reader controls the funds.
What goes on the one page?
Five items, in this order, in plain language.
- The change. One behavior or outcome that is different, in a sentence.
- The evidence. How you saw it and who saw it, ideally someone outside the training team.
- The cost. What the program cost in fees and in staff time, with the method of counting stated.
- The limits. What the evidence does not show, including other causes that may have contributed.
- The decision. Repeat, change or stop, with your recommendation and what you need.
Notice that the fifth item is the point of the page. If you cannot write it, you do not yet know why you are reporting. The other four exist to support it.
What does a page like that sound like?
Here is a hypothetical sample, written only to show the shape. It is not a client and not a result.
Hypothetical results page. We trained eighty supervisors in a live session on running a weekly check-in. Thirty days later, team leads reported that most supervisors were holding the check-in on schedule, up from a minority before. This is based on the leads’ own reports and a sample of calendars, not on a controlled comparison. The program cost the vendor fee plus about four hours of paid time per supervisor. We recommend repeating the session for new supervisors and adding a 90-day follow-up. We are asking for the same budget next year.
The hypothetical shows how modest the claims can be and still persuade. It says what changed, how it was seen, what it cost, what the evidence cannot prove and what the author wants. A finance reader can say yes or no to it in a minute.
When should you build the page?
Before the program, not after it. Write a draft of the page when you plan the session, leaving the results blank. The draft tells you what to measure and when, and it forces an early conversation with the person who will read it.
Ask that person two questions during planning: what would make you renew this, and what would make you cut it? Their answers become your measures. I have found that asking early changes the project, because the sponsor starts to care about the result before it exists. What to do when the executive sponsor skips your training covers what happens when the sponsor is not engaged.
What if the budget is already shrinking?
Then the page matters more, and so does your restraint. A lean budget is not the moment to claim big returns. It is the moment to show one clear result and a small request. Your training budget fell and your hours rose looks at what to protect when money is tight.
Pick the program with the clearest behavior change and defend that one. A single credible case is worth more than a broad claim that cannot be checked. Pair it with a training needs analysis for the next request, as in training needs analysis for a small team, so the following year starts from evidence.
And do not hide behind completion. A completion rate is not a learning rate explains why that number alone will not carry the case.
What are the objections, and how do I answer them?
Three come up often. The first is that one number cannot capture the value of training. That is true, and the page does not claim to. It claims one change and says what it leaves out. The fuller picture lives in the appendix for anyone who asks.
The second is that a single behavior looks thin. A thin claim you can defend beats a broad claim you cannot. If the program changed three behaviors, pick the one the reader cares about most and mention the others in a line.
The third is that finance will want a return on investment figure. Sometimes it will. If you can estimate a cost avoided or a time saved with a method you can explain, include it and show the method. If you cannot, say so, and do not invent a figure to fill the gap. A made-up return damages trust faster than a missing one, and the next report will be read with suspicion.
In each case the answer is the same: say what you know, say how you know it and say what you do not know. That plain approach is the most persuasive thing I can offer a reader who is paid to doubt.
How can you practice this before budgets close?
Write a results page for one program you run now. Fill in what you know, mark what you do not and notice which line is hardest. That line shows the measure you are missing.
I run a free live session on this topic for trainers and HR leaders, and you will find the current dates on the events page. In the session you draft a page for one of your own programs. My advice, whether you come or not: stop sending metrics and start sending a decision.
Keep going
How to measure whether training worked
Choosing the behavior and the timing.
Your training budget fell and your hours rose
What to protect when money is tight.
What to do when the executive sponsor skips your training
Engaging the person who reads the report.
Training needs analysis for a small team
Starting the next request from evidence.
Want a second read on your results page?
Bring a draft to a free consult. In twenty minutes we find the decision at the end of it.


