New research on tailored messages suggests that relevance helps information get into memory—and back out when it matters.
New research on tailored messages suggests that relevance helps information get into memory—and back out when it matters.
Picture the usual scene.
An employee opens a required course called Annual Policy Refresher. The first screen promises a “robust learning experience.” The next one lists seven objectives. Then come 36 slides written for everyone in the company.
Which means they feel useful to almost no one.
We blame what happens next on forgetting. So we add a quiz. A reminder email. A job aid no one can find.
But forgetting may not be the first problem.
The message may never have been encoded well in the first place.
Encoding is the moment when the brain turns what we notice into something memory can use later. Before people can recall your training, the message has to earn enough attention to get in.
That raises a better question:
What did we give them that was worth remembering?
A small study with a useful lesson
A recent study in the Journal of Advertising looked at how people process tailored and generic nutrition messages.
The researchers recruited 29 young adults with unhealthy eating habits. Each person saw three kinds of messages while inside an fMRI scanner: messages tailored to their habits and goals, generic nutrition advice, and neutral statements used as a control.
After each message, participants closed their eyes and tried to picture it again.
The researchers were looking at two parts of memory:
Encoding: getting information in.
Retrieval: pulling it back out.
Tailored messages produced stronger activity in brain systems tied to encoding. When participants recalled those messages seconds later, they also showed stronger activity in systems tied to retrieval.
That is interesting.
It is not proof that personalization fixes learning.
The sample was small. Recall happened right away. The study did not test long-term memory, workplace performance, or lasting behavior change. Brain activity is also not the same thing as learning. The researchers warn against making that leap.
Still, the study adds weight to a practical idea:
Messages tied to a person’s world may get more mental resources than messages aimed at everyone.
Tailoring is more than adding a name
This is where L&D could grab the wrong end of the stick.
The researchers did not type “Hello, Ana” at the top of generic advice and call it personal.
They built messages from each person’s real habits, goals, barriers, risks, support, and expected benefits.
That is not mail merge.
That is relevance.
L&D often settles for the thinnest version of personalization:
Welcome, Mike. Let’s learn about information security.
The system knows my name. Wonderful.
But it still knows nothing about the moment when I am busy, a senior leader wants something fast, and an email looks almost right.
A useful message sounds more like this:
A leader sends an urgent request to buy gift cards before a client meeting. The email looks real. What do you check before you act?
Now we have a person, a moment, a decision, pressure, and a possible cost.
The brain has something to grab.
Generic training sends the translation work downstream
Marketers do not usually create one message for “the market” and hope each buyer makes it relevant.
They segment. They study motives. They find friction. They connect the offer to a problem people already feel.
L&D often does the reverse.
We build one course for 14 roles, call it efficient, and make each learner translate it:
What does this mean for me?
When would I use it?
What usually gets in the way?
What happens if I get it wrong?
That is a lot of mental work before the actual learning even begins.
Efficient production is not always efficient learning.
A better personalization ladder
You do not need 20,000 versions of every course. You do need to stop treating personalization as a switch that is either on or off.
Think of it as a ladder.
1. Cosmetic
Welcome, Mike.
Pleasant. Almost useless.
2. Role-based
As a manager, you may need to respond when an employee reports a security concern.
Better. The learner can see who the message is for.
3. Situational
An employee tells you they clicked a suspicious link and entered their password. What do you do in the next five minutes?
Now the learning sits inside a real moment.
4. Barrier- and consequence-based
You may want to investigate first because you do not want to raise a false alarm. Report it now. A delay gives an attacker more time to move.
This version does more than describe the right action.
It speaks to the hesitation that can block it.
That is where tailoring starts to earn its keep.
Three questions that make training more personal
Before you build the next course, ask three questions.
1. Whose moment is this?
Do not begin with the topic. Begin with the person making the decision.
A claims adjuster, store manager, new nurse, and software engineer may all need “data security.” They do not need the same examples, risks, or practice.
Segment by decisions, not only job titles.
2. What gets in the way?
People rarely fail because they never saw the policy.
They fail because the right action is slow, awkward, unclear, or socially risky. They are rushed. The system fights them. Their boss wants speed. The old habit usually works.
Find that friction.
Put it in the training.
3. Why does this choice matter now?
Do not save the consequence for the opening narration or the final summary.
Place it beside the decision.
Skip this check and the customer may be charged twice.
That sentence does more work than a paragraph about operational excellence.
Try the uncomfortable test
Open your latest course.
Remove the logo, company name, and brand colors.
Could the rest be sent, unchanged, to almost any employee at almost any company?
If so, you do not have a scale advantage.
You have a relevance problem.
The lesson from this study is not that every learner needs a custom course. It is that the learner should not carry the full burden of making generic content useful.
Give the message a role. A moment. A barrier. A consequence.
Make it feel familiar before asking people to remember it.
Because the first job of training is not to cover the content.
It is to earn a place in memory.
If this kind of thinking hits home, you’ll probably enjoy our book Think Like a Marketer, Train Like an L&D. It’s packed with practical, real-world ideas to help you make your learning clearer, sharper, and a whole lot more effective.