homehome Home chatchat Notifications


Mathematical equation predicts happiness

Scientists successfully predicted human happiness using a mathematical equation - you too can use the smartphone app they developed and be a part of the experiment.

Dragos Mitrica
August 5, 2014 @ 9:25 am

share Share

The happiness of over 18.000 people all around the world has been successfully predicted (to some extent) by a mathematical equation.

UCL (University College London) researchers showed that moment-to-moment happiness reflects not just how well things are going, but whether or not things are going better than expected, and this is key for happiness. The new equation accurately predicts how happy people will be based on recent events and their reactions to those events. The first thing which scientists concluded is that wealth is a lousy predictor of happiness.

It is clear that life events affect an individual’s happiness but how could you predict how happy people are going to be based on just past events? After all, they will make decisions and receive outcomes (positive or negative) based on those decisions. This is exactly what the new study published in Proceedings of the National Academy of Sciences describes. Scientists hope that understanding how people change their mental state in regards to events in their life can be very important not only to improve life quality, but also in predicting and treating ailments such as depression or mood swings.

For the study, 26 subjects completed a decision-making task in which their choices led to monetary gains and losses. Throughout the study, they were constantly asked “how happy are you now?”. Their brain response was also constantly monitored with a functional MRI. After this, scientists built a computational model in which self-reported happiness was related to recent rewards and expectations. The model was then tested on 18,420 participants in the game ‘What makes me happy?’ in a smartphone app developed at UCL called ‘The Great Brain Experiment‘. Interestingly enough, scientists found that the same equation they used for the original 26 subjects could be successfully used to predict how happy game users will be – even if they won just points, and not real money.

Lead author of the study, Dr Robb Rutledge (UCL Wellcome Trust Centre for Neuroimaging and the new Max Planck UCL Centre for Computational Psychiatry and Ageing), said:

“We expected to see that recent rewards would affect moment-to-moment happiness but were surprised to find just how important expectations are in determining happiness. In real-world situations, the rewards associated with life decisions such as starting a new job or getting married are often not realised for a long time, and our results suggest expectations related to these decisions, good and bad, have a big effect on happiness.”

He declared that he was surprised to see just how well the equation functions. He explains that your expected outcomes heavily impact your state of mind.

“Life is full of expectations — it would be difficult to make good decisions without knowing, for example, which restaurant you like better. It is often said that you will be happier if your expectations are lower. We find that there is some truth to this: lower expectations make it more likely that an outcome will exceed those expectations and have a positive impact on happiness. However, expectations also affect happiness even before we learn the outcome of a decision. If you have plans to meet a friend at your favourite restaurant, those positive expectations may increase your happiness as soon as you make the plan. The new equation captures these different effects of expectations and allows happiness to be predicted based on the combined effects of many past events.”

I’m already starting to feel a little Hari Seldon in here.

Scientific Reference: Robb B. Rutledge, Nikolina Skandali, Peter Dayan, and Raymond J. Dolan. A computational and neural model of momentary subjective well-being. PNAS, 2014 DOI: 10.1073/pnas.1407535111

share Share

Ford Pinto used to be the classic example of a dangerous car. The Cybertruck is worse

Is the Cybertruck bound to be worse than the infamous Pinto?

Archaeologists Find Neanderthal Stone Tool Technology in China

A surprising cache of stone tools unearthed in China closely resembles Neanderthal tech from Ice Age Europe.

A Software Engineer Created a PDF Bigger Than the Universe and Yes It's Real

Forget country-sized PDFs — someone just made one bigger than the universe.

The World's Tiniest Pacemaker is Smaller Than a Grain of Rice. It's Injected with a Syringe and Works using Light

This new pacemaker is so small doctors could inject it directly into your heart.

Scientists Just Made Cement 17x Tougher — By Looking at Seashells

Cement is a carbon monster — but scientists are taking a cue from seashells to make it tougher, safer, and greener.

Three Secret Russian Satellites Moved Strangely in Orbit and Then Dropped an Unidentified Object

We may be witnessing a glimpse into space warfare.

Researchers Say They’ve Solved One of the Most Annoying Flaws in AI Art

A new method that could finally fix the bizarre distortions in AI-generated images when they're anything but square.

The small town in Germany where both the car and the bicycle were invented

In the quiet German town of Mannheim, two radical inventions—the bicycle and the automobile—took their first wobbly rides and forever changed how the world moves.

Scientists Created a Chymeric Mouse Using Billion-Year-Old Genes That Predate Animals

A mouse was born using prehistoric genes and the results could transform regenerative medicine.

Americans Will Spend 6.5 Billion Hours on Filing Taxes This Year and It’s Costing Them Big

The hidden cost of filing taxes is worse than you think.