以积极老龄化理念为指导，聚焦山东省社区养老系统的创新发展，探讨服务设计驱动下的系统创新机制。通过分析山东省社区养老的现状与挑战，结合国内典型案例经验，提出以需求导向为核心、多元化供给为支撑、智能化技术为赋能、政策制度为保障的创新框架。研究发现，山东省通过构建“嵌入式”服务场景、整合政府与社会资源、开发智慧养老平台、完善评估反馈机制等实践，有效提升了社区养老服务的精准性与适应性，形成了“实践-评估-改进-再实践”的良性循环。同时，针对农村养老资源不足、人才短缺等问题，提出强化城乡协同、优化人才政策等对策，为积极老龄化背景下社区养老系统的可持续发展提供了山东方案。

Guided by the concept of active aging,the system innovation mechanism driven by service design is explored by focusing on the innovative development of community-based elderly care systems in Shandong Province. Through the analysis of the current situation and challenges of community-based elderly care in Shandong Province and by drawing on the experience of typical domestic cases,an innovation framework is proposed,which is centered on demand orientation,supported by diversified supply,empowered by intelligent technology,and guaranteed by policy systems. The study finds that,the accuracy and adaptability of community-based elderly care services in Shandong Province have been effectively enhanced by the construction of " embedded" service scenarios,the integration of government and social resources,the development of smart elderly care platforms,and the improvement of evaluation and feedback mechanisms,and a virtuous cycle of " practice-evaluation-improvement-repractice" has been formed. Additionally,countermeasures such as strengthening urban-rural collaboration and optimizing talent policies are proposed in response to issues such as insufficient rural elderly care resources and talent shortages,so a Shandong solution can be offered for the sustainable development of community-based elderly care systems in the context of active aging.