How The Scores Are Calculated
There is a reason why HAPPYneuron is the best brain training method. Complex mathematical processes are carried out to calculate your score based on your characteristics and allow to provide most accurate results. This page will give you detailed information to better understand your own results.
What do we measure during an exercise?
My personal results
For each exercise, the two following variables are mainly measured: Your accuracy and your response time (certain games contain more than two variables). These two measures may be repeated, depending on the number of steps comprised in the game. For example, the game "Objects Where Are You" features three different accuracy rates and response times as there are three different stages: recognizing the objects you have memorized, identifying the squares, and creating the associations (see picture below).
My results compared to those of my peers
To find out whether you have successfully completed a game, these results are also compared to those of people of the same age range, gender, and educational level.
The result screen
Your results are always displayed at the end of each game. The screen is divided into three parts.
The global score
At the top left corner, your global score is displayed as fully or partially filled stars depending on your performance. It represents a mark out of a hundred. Your cognitive profile will vary based on this mark. If this result corresponds to your peers' median score, your mark will be 50. If your result is higher than the median score then your global score will be between 50 and 100.
The details of your score
Below are the details of your score: There is an average accuracy and response time for each stage of the game.
Comparison with your peers
The right side shows the comparisons of accuracy and response time to your peers'. For each one of these two variables, the following information is available:
- - your score
- the median is displayed as a green bar: 50% of users achieve a higher score and 50% of users achieve a lower score than the indicated value. You can compare your score to the median value and find out which part of the population you belong to. Careful, don't get too enthusiastic if you have a 70% accuracy score as the median score may be 80% for a simple exercise! This means that half of the people comparable to you achieved a score over 80%, while the other half scored under 80%.
- an interval of results corresponding to the results of the top 25% of users: In order to help you determine progression objectives, the best 25% are indicated. If you like challenges then you should try to achieve a score within this interval as often as you can.
Comparing your results with those of your peers
Why do we do this comparison?
In order to give you accurate and coherent results, it is necessary to compare them to the results of people you can be compared to in terms of age, gender, and educational level. It probably makes sense to you, for example, that the notion of good or bad results at a cultural game is not the same for a 10 year-old or a 60 year-old.
How do we achieve this comparison?
The diagram below shows a typical chart representing the results of a group of individuals of the same age, same gender, and same educational level for a particular game. You can see the average result of all these individuals in the middle. Most of these people achieve results close to this average value and others achieve even better or worse results. However, the further you move away from this average, the less results there are either way.
- On the left are the people who struggle (2.5% of the population), not necessarily for pathological reasons but often due to a lack of concentration or anxious reactions when facing an unusual or new exercise - which emphasizes the relevance of the trial stage.
- On the right are expert users (2.5% of the population).
- Between the two groups are the remaining 95% of the population: Results within this interval correspond to what can logically be expected.
Since 2001, more than 100,000,000 game results have been collected for the HAPPYneuron data base. This is how your level of performance can be analyzed very accurately and reliably for each single game variant and population category (gender, age, and educational level).
The impact of age, gender, and educational level
Why should age, gender, and educational level be taken into account? Each individual is unique and therefore doesn't have the same approach to the cognitive games. The three essential variables are age, gender, and educational level. These three factors explain the difference in scores among users. E.g. we've all noticed that women remember family genealogy much better than men who are better at remembering an itinerary. The educational level can explain better results at a very cultural type of exercise. Finally, aging can also lead to a lack of concentration and higher response times. However, you shouldn't forget that our exercises are also meant to be fun and can under no circumstances detect a disease.
Personalized comments
The bottom part of the result screen shows the comments on the score you just achieved. Our comments are based on these peer comparisons. They mainly take the accuracy of your answers into account and are then adjusted according to your response time. Indeed, accuracy is more important than rapidity! The comments are chosen based on how your results are situated when compared to the average result of your peers.