The Quantum Decision-Making Model, leveraging principles of quantum probability and measurement, profoundly reveals human choice tendencies in complex and uncertain situations, effectively addressing shortcomings of classical decision theory. Additionally, the Quantum Cognitive Model opens new vistas for understanding cognitive phenomena such as multiple choices, ambiguity, and information interference. However, Quantum Cognitive Psychology still faces numerous challenges at the levels of theoretical deepening and experimental validation, particularly in the seamless integration of abstract concepts from quantum mechanics with concrete cognitive experiments. With the rapid development of quantum computing, neuroscience, and artificial intelligence, Quantum Cognitive Psychology promises to pave more avenues for cognitive research and technological innovation, further fostering deeper interdisciplinary integration and collaborative development.