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Learning to Code? Strong Language Skills Matter More Than Being Good at Math

A new study tested first-time computer code learners to see what skills predicted their success. They found that language abilities were more important than mathematical acumen.

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What does it take to be a modern-day coding whiz? Stellar math skills might be one of the first things to come to mind. But a new study published this week in Scientific Reports suggests there’s more to coding competency than the ability to crunch numbers.

Lead author Chantel Prat, a neuroscientist at the University of Washington, has spent years studying how brains learn. She had an inkling that people with strong language skills might also be good at learning computer programming — an idea that has been mentioned in a handful of prior studies, but has fallen short on data, especially in recent years.

So Prat and her colleagues recruited a group of native English speakers with no coding experience to take an introductory course in Python, a popular computer programming language. They took scans of their brains and gave them written tests to measure their aptitude for a ...

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