Committing Learning to Long-Term Memory
Have you ever taken a useful training course, read a
business book, or learned a new skill, but then forgotten almost
everything about it within a few weeks?
When you don't have the chance to apply new
knowledge, it's easy to forget what you have learned. This is why it's
so important not only to take notes, but also to review what you have
learned regularly, so that you can remember it in the long-term.
In this article, we'll look at the benefits of reviewing
information, and we explore several strategies that you can use to do
this effectively.
Why Review Information?
When we learn new information, we remember it best
immediately after we have learned it. We then forget details as time
passes. Even after a few days, we may be able to recall only a little of
what we initially learned.
So, to remember what've we've learned over the long-term,
we need to move information from our short-term memory (what we're
currently thinking about or aware of) into our long-term memory.
To do this, we need to review what we've learned,
and we need to do this often. It takes time to commit information to our
long-term memory, and reviewing information helps us do this.
Tip:
As well improving your learning, these strategies are
also useful in day-to-day business situations, such as when you want to
remember client details or recall information for a presentation.
How to Review Information Effectively
We'll now look at some simple strategies that you
can use to move knowledge from your short-term memory to your long-term
memory.
1. Review Immediately
Begin by spending a few minutes reviewing material
immediately after you've learned about it. This helps you confirm that
you understand the information, and reduces the time needed to "relearn"
it when you review it again in the future.
As you re-read material, use effective reading strategies
to make sure that you're reading efficiently and intelligently. For
instance, if you've just read a chapter in a business book, you may only
need to review section headings and the conclusion.
2. Rewrite Materials
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)
Rewriting and reorganizing your notes is another great way to review information.
This might seem like a waste of time at first.
However, rewriting can be a very effective method for reinforcing what
you've learned. Research shows that the act of rewriting notes helps us
clarify our understanding.
One way to do this is to put the information you have learned into Mind Maps. These are especially good for rewriting notes, because they force you to make connections between concepts and themes.
You can also simply jot down key points in bullet form, or tidy up any original notes.
3. Schedule Reviews
Remember – it takes time to move information to your long-term memory. So, it's important to review information frequently.
It's best to carry out a review after a day, after a
week, and after a month; and then to review your notes every few months
thereafter.
Make sure that you schedule time for your reviews,
otherwise they will just get pushed aside when urgent issues come up.
Also, put these on your To-Do List, or into your Action Program.
Again, you'll also find it useful to write notes during
these regular reviews. Try jotting down what you can remember about the
subject, and then compare these notes with your original ones. This will
show you what you've forgotten, and will help you refresh your memory.
TIPS
Tip 1:
Reviewing learned information is the final step in the SQ3R
process. SQ3R (which stands for Survey, Question, Read, Recall and
Review) is a particularly potent method for assimilating information,
and for getting the greatest benefit from your learning experience.
Tip 2:
Sleep also helps your memory – research shows that we remember more when we get a good night's sleep.
Key Points
- To remember what we've learned, we need to commit
information to our long-term memory. A great way of doing this is by
reviewing information regularly.
- To review information, revisit learning material straight after you've learned it, using an effective reading strategy.
- Also, write notes about what
you've learned using tools such as Mind Maps, and then review this
information one day, one week, and one month later. Then revisit the
information every few months.