Quantum complexity theory studies the computational complexity of quantum algorithms, focusing on the resources required to solve problems using quantum computers. It extends classical complexity theory by exploring how quantum mechanics can provide exponential speedups for certain problems, such as factoring large integers and simulating quantum systems.