The differences between the consecutive terms of the series are increasing odd numbers. The first difference is 4 - 1 = 3, and the second difference is 10 - 4 = 6, while the third is 19 - 10 = 9. Following this pattern of differences, the next difference must be 12, making the missing number 19 + 12 = 31.