The development of logistics packaging clusters in China depends on government planning guidance and supportive policies too much, while lacks in autonomy and sustainability. Aiming at these issues, factor analysis was used to explore the factors affecting the development of logistics packaging clusters under government guidance. Four main influencing elements were chosen for the study, including regional economic factor, regional operation factor, regional construction factor, and regional environmental factor, while the growth process of the logistics packaging cluster in the cluster chain was explored , some suggestions were put forward to optimize its development path, in order to provide theoretical reference for the healthy development in individual functional domain of logistics clusters.