A Dashboard Shows Numbers. A Decision Log Shows What You Did.

Attach three things to every HR metric: a trigger (the level at which you act), the decision it informs and an owner. When a metric crosses its trigger, make the decision and write one line in a decision log: the date, the number, the choice, the owner and the check date. The dashboard shows what happened and the log proves you did something about it.

I am Mac Malbrough. I hold a J.D. and an MS-HRM, I am not an attorney, and I help small employers turn counts into choices. The numbers below are hypotheticals I made up to show the method, and they are not benchmarks.

Why do dashboards fail to change anything?

A dashboard answers “what is the number?” It does not answer “what will we do if it moves?” So leaders look at it, nod and go back to work. The next quarter the same number is a little worse, and the same nods follow. The cost of that habit is not the dashboard. It is the false comfort of having measured something without acting on it.

I wrote about which metrics to track in HR metrics a small employer should track. This post is about the step after: making each number lead somewhere. Without it, a dashboard is a report. With it, it is a management tool.

What is the three-column method?

Add three columns next to each metric on your dashboard:

• Trigger: the level that means someone must act, set in advance and based on your own history
• Decision: the choice the metric informs, stated as a question
• Owner: the one person who answers for the decision

A hypothetical for early exits, which are separations in the first 90 days. Trigger: more than two in a quarter. Decision: should we change what we tell candidates or how we onboard? Owner: the head of operations. Now the metric has a job. When the third early exit happens, nobody has to ask whether it is a problem, because the threshold was agreed before the emotion arrived.

Set triggers from your own data, not from a number you read somewhere. Look at the last four quarters, note the normal range and set the trigger just outside it. If you do not have history, start the triggers as a guess, label them as provisional and adjust after two quarters. The HR Metrics Starter gives eight metrics with one definition each and a 15-minute monthly review, which makes a good base for the columns.

What does a decision log contain?

A decision log is a table with one line per decision and six columns: date, metric and value, the options considered, the choice, the owner and the date you will check whether it worked. Keep it short. A line takes two minutes to write.

Here is a hypothetical entry: “Nov 4. Early exits: 3 in Q3, trigger is 2. Options: change the posting, add a day-30 check-in, do nothing. Chose the day-30 check-in. Owner: operations lead. Check on Feb 4 against Q4 early exits.” That line records the reason behind the action, which is what you will not remember in six months.

The log has a second use. If a decision is questioned later by an employee, an auditor or your own leadership, a contemporaneous record of what you knew and why you chose is more useful than recollection. For decisions that involved an AI tool, the AI Decision Log for HR records what the tool did, what a person checked and who decided, and the same discipline applies to any decision.

How do survey results fit?

Survey results are metrics too, and they fail in the same way. A survey finds that people feel under-recognized, and nothing follows. Use the same three columns: the trigger might be “any item below the team’s own prior score by more than a set amount,” the decision is which three actions to take, and the owner is the manager. The Survey Action Planner turns the results into three prioritized actions with owners and dates and a “You said, we did” message. Keep the survey actions in the same log, so that all your decisions about people sit in one place.

My article on showing the return on employee engagement explains how to connect actions to results over time.

What does the monthly review look like?

Run a 20-minute review with the people who own decisions. Use this order:

1. Read the dashboard and mark any metric past its trigger.
2. For each, decide or schedule the decision, and write it in the log.
3. Check the log for decisions whose check date has arrived and record what happened.
4. Retire a trigger that never fires or a metric nobody acts on.

Step four keeps the dashboard honest. A metric that has no decision attached to it for two quarters should come off the page. The rule I gave for the dashboard applies: a metric earns its place only if a change in the number would change something you do.

What are the traps?

• Setting triggers so tight that every month is an emergency, which teaches people to ignore them
• Using the log to assign blame. Its job is learning, so record the decision and the reasoning, not a verdict on a person
• Making decisions about individuals from group metrics. A number about a team does not tell you what to do about one employee
• Acting on small samples. With a handful of events, a trigger is a prompt to look, not a conclusion

For decisions that affect a specific employee, such as discipline, pay or termination, follow your own written rules and talk with an employment attorney when the risk is significant. My structured interview scorecards show how a decision rule keeps hiring consistent.

One last practice: when a trigger fires and you decide to do nothing, log that too. A recorded choice to wait, with the reason and a date to look again, is a decision. An unrecorded one is a drift, and the log is the difference between the two.

What should you do this week?

Take your current dashboard and add the three columns for the three metrics you care about most. Write the trigger for each, even if it is provisional. Start a decision log with a single line for the most recent decision you made about people, and note when you will check it.

The HR Metrics Starter and the AI Decision Log for HR give you the two halves. If you would like help setting triggers and a review routine, book a free consult through my HR services for small businesses.

Related reading: stop rebuilding the HR spreadsheet every quarter.

Sources

• HR metrics a small employer should track, for the metric definitions
• How to show the return on employee engagement

McKinley holds a J.D. but is not a licensed attorney. Articles here are general information, not legal advice. For your specific situation, talk with an employment attorney.