Researchers compared the TV viewing habits of more than 6,000 British people born in a single week in 1970, at the ages of 10 and 42.
Parents should increase children's physical activity to ensure they become fit and healthy adults, the University College London authors conclude.
The authors acknowledge that for today's children TV viewing is often replaced by time on computers, smartphones or tablets.