Do Coding Skills Help With Other Subjects Besides Math?
October 25, 2026 Yes, coding skills can help kids beyond math. Research links learning to program to gains in creative thinking, metacognition, spatial skills, and reasoning. The effects are strongest for skills close to coding itself, and weaker for literacy and general school grades. Coding works best as a thinking workout that supports other subjects, not a shortcut to better marks everywhere. Key takeaways A review of 105 studies found moderate benefits from coding beyond coding itself. Biggest gains: creative thinking, math, metacognition, spatial skills and reasoning. Smallest gains: literacy and overall school achievement. What does research say about coding and other subjects? The most thorough look comes from a 2019 meta-analysis by Ronny Scherer and colleagues, which pooled 105 studies and 539 effect sizes . They found a moderate overall transfer effect from learning to program. Kids improved most in creative thinking, mathematical skills and metacognition (thinking about their own thinking), followed by spatial skills and reasoning . School achievement and literacy be