Abstract: As a new economic phenomenon, industrial cluster social responsibility derived from the reality of economic development under the background of increasing consumption awareness and deepening enterprise cooperation. By introducing the perspective of symbiosis, and on the basis of the definition of industrial cluster social responsibility, the paper discusses Matthew Effect existing in the construction process; furthermore, taking three elements of symbiosis system as criterion, the paper uses system dynamics to carry out systematical and simulation analysis of leading model of the construction of social responsibility including central supply chain and industry alliance for two industrial clusters, whose conclusion testifies the Matthew Effect. The conclusion shows that the construction mode of industrial cluster social responsibility relies on the mode of alliance (Trans-organizational cooperation), meanwhile owing to the Matthew Effect, the construction of industrial cluster responsibility must be continuous and persistent, and the maximum benefit of enterprises participating in the construction of industrial cluster social responsibility will stimulate innovation.

Key words: industrial cluster social responsibility, industrial symbiosis;Matthew Effect, central supply chain construction mode;industry alliance construction mode