Scientists find the formula for box-office cinematic success. Producers of ‘Asura’, please take note
‘Man in a hole’ movies, with a happy-sad-happy trajectory, are the most financially successful films across all genres, researchers say

A team of UK scientists believe they have found the formula for box-office success.
After analysing data from 6,147 movie scripts and filtering it through a series of algorithms, the researchers have identified the emotional arc that makes the most money, called the “man in a hole” arc.
It could be gamechanging for both film producers and audiences, said Ganna Pogrebna, a professor of behavioural economics and data science at the University of Birmingham, who led the research team. And the findings may provide some salutary reading for producers of box-office bombs like China’s Asura, recently yanked from cinemas after just three days, earning a paltry 49.05 million yuan in receipts during the opening weekend.
“We know that when we talk about movie production it is a small group of people that make decisions for the viewers. We were essentially trying to listen to the viewer, to see what they actually want.”
These are: rags to riches – an ongoing emotional rise as seen in films such as The Shawshank Redemption; riches to rags – an ongoing emotional fall (Psycho); man in a hole – a fall followed by a rise (The Godfather); Icarus – a rise followed by a fall (On the Waterfront); Cinderella – a rise followed by a fall followed by a rise (Babe); and Oedipus, a fall followed by a rise followed by a fall (All About My Mother).
They were able to then map the clusters that were most successful at the box office across 21 genres.