Top 5 factors that make or break a relationship, according to AI

A new study used artificial intelligence to analyze relationship data from thousands of couples.

woman looking over shoulder of man with back tattoos
Credit: Pixabay
  • Artificial intelligence discovered key relationship predictors in psychology study of over 11,000 couples.
  • The researchers utilized machine learning to find the best predictors of relationship success and failure.
  • The study showed the survival of a relationship depends more on its quality than individual characteristics of the people.

Does it matter more who you love or how you love? A large machine learning study analyzed data from thousands of couples to identify which characteristics are most vital to predicting the success or failure of a relationship. Using artificial intelligence, researchers found that the individual traits of the partners had less to do with making the couple happy than the characteristics of the relationship itself.

To put it another way – the dynamic of the relationship you create, with its shared experiences and in-jokes, is more important than the specific traits of the one you are with.

Psychologist Samantha Joel from Western University in Canada led the research of 11,000 couples and 43 separate self-reported datasets – the first-ever systematic research into people's love life using AI. The couples came from the U.S., Canada, Israel, the Netherlands, Switzerland and New Zealand.

Joel put their findings in context:

"Relationships-specific variables were about two to three times as predictive as individual differences, which I think would fit many people's intuitions," said Joel, adding "but the surprising part is that once you have all the relationship-specific data in hand, the individual differences fade into the background."

According to Joel, feeling good about your relationship can have profound impacts on your health and well-being, as well as productivity at work. Their team identified five predictors of relationship success:

1. Perceived Partner Commitment – the belief in your partner's full level of commitment is the most reliable predictor of the health of the relationship.

2. Intimacy / appreciation – feeling close to or being appreciated by your partner.

3. Sexual satisfaction - how satisfied the partners are with the quality of their sex life.

4. Perceived Partner Satisfaction – how happy one thinks their partners feels about the relationship.

5. Conflict - how often the partners fight.

relationship predictors graphic

Credit: Western University.

If you notice, love figures on this list, being nearly as important as the last two items, but is not in the top position.

The most important individual differences that affect relationships were found to be satisfaction with life, negativity, depression, attachment anxiety (worrying about the relationship), and attachment avoidance (not getting too attached). Interestingly, all of these accounted for just about 21 percent of variance in the other partner's relationship satisfaction.

Besides Joel, the study involved Paul Eastwick from University of California, Davis, and 84 other international scholars. "Who I am' doesn't really matter once I know 'who I am when I am with you," Eastwick noted.

You can read their study, which utilized the machine learning system Random Forests, published in the Proceedings of the National Academy of Sciences.

What early US presidents looked like, according to AI-generated images

"Deepfakes" and "cheap fakes" are becoming strikingly convincing — even ones generated on freely available apps.

Abraham Lincoln, George Washington

Magdalene Visaggio via Twitter
Technology & Innovation
  • A writer named Magdalene Visaggio recently used FaceApp and Airbrush to generate convincing portraits of early U.S. presidents.
  • "Deepfake" technology has improved drastically in recent years, and some countries are already experiencing how it can weaponized for political purposes.
  • It's currently unknown whether it'll be possible to develop technology that can quickly and accurately determine whether a given video is real or fake.
Keep reading Show less

Catacombs of Paris: The city of darkness finds its new raison d'être

Ancient corridors below the French capital have served as its ossuary, playground, brewery, and perhaps soon, air conditioning.

Excerpt from a 19th century map of the Paris Catacombs, showing the labyrinthine layout underground (in color) beneath the straight-lined structures on the surface (in grey).

Credit: Inspection Générale des Carrières, 1857 / Public domain
Strange Maps
  • People have been digging up limestone and gypsum from below Paris since Roman times.
  • They left behind a vast network of corridors and galleries, since reused for many purposes — most famously, the Catacombs.
  • Soon, the ancient labyrinth may find a new lease of life, providing a sustainable form of air conditioning.
Keep reading Show less

Baby's first poop predicts risk of allergies

Meconium contains a wealth of information.

Surprising Science
  • A new study finds that the contents of an infants' first stool, known as meconium, can predict if they'll develop allergies with a high degree of accuracy.
  • A metabolically diverse meconium, which indicates the initial food source for the gut microbiota, is associated with fewer allergies.
  • The research hints at possible early interventions to prevent or treat allergies just after birth.
Keep reading Show less
Mind & Brain

Big think: Will AI ever achieve true understanding?

If you ask your maps app to find "restaurants that aren't McDonald's," you won't like the result.

Quantcast