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This study employs grounded theory methodology, utilizing open coding, axial coding, and selective coding techniques, to conduct a systematic analysis of Pang Xunqin's "Chinese Decorative Pattern Collection." A theoretical framework is constructed to explore the fusion of traditional Chinese patterns with modern decorative art design. As a pioneer in this domain, Pang Xunqin's oeuvre not only bridges historical gaps in Chinese decorative arts, but also offers innovative insights for the progression of contemporary Chinese art and design. The coding analysis of the study reveals the adept integration of traditional patterns into modern design practices by Pang Xunqin, thereby enhancing cultural identity and artistic vigor. Additionally, a dynamic model is introduced, charting innovative pathways for the modern evolution of traditional patterns and fostering their global cultural dissemination and innovation. This model enriches our comprehension of the amalgamation of tradition and modernity and presents a novel perspective for the observation and application of traditional culture in contemporary settings.