By reducing the volume of the bubble, you increase the pressure (P = M/V), and the pressure increases until the plastic material cannot hold it anymore, and it bulges outward, splits, and pops.
Boyle's law, which states that the pressure of a given mass of an ideal gas is inversely proportional to its volume at a constant temperature, can be found in any high school physics text book, in a...