社群化制造价值共创系统动力学模型构建与分析——以小米集团为例
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F 270

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国家自然科学基金资助项目(72271164,72202137)


Construction and analysis of system dynamics model for value co-creation in social manufacturing: a case study of Xiaomi Corporation
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    摘要:

    针对社群化制造价值共创过程中,影响因素识别不全面、关联关系难以量化、影响路径不清晰以及对系统的影响程度不明确等问题,从价值共创的4个阶段出发,系统识别了影响因素,构建了一个融合客观决策试验与评价实验室法(DEMATEL)和系统动力学的社群化制造价值共创影响因素分析模型。根据影响因素的实际数据,利用客观DEMATEL方法量化影响因素之间的关联关系。在此基础上,构建系统动力学模型,通过反馈回路分析影响因素间的影响路径,并结合Vensim仿真从动态视角深入探析影响因素对社群化制造价值共创系统的影响程度。最后,以小米集团为案例研究对象,验证所提方法的有效性。实证结果表明,所提方法能够有效地从静态和动态两个视角对社群化制造价值共创的影响因素进行分析。

    Abstract:

    In the process of value co-creation in social manufacturing (SocialM), several critical challenges persist: incomplete factor identification, unquantified correlations, unclear impact paths, and ambiguous impact levels on the system. To address these, this study systematically identified influencing factors across four stages of value co-creation and constructed an integrated analysis model combining the objective decision-making trial and evaluation laboratory (DEMATEL) method and system dynamics. Based on the actual data of influencing factors, the objective DEMATEL method was employed to quantify the interrelationships among influencing factors. On this basis, a system dynamics model was constructed to elucidate influence pathways between factors through feedback loop analysis. Combined with Vensim simulation, the impact of these factors on the value co-creation system in SocialM was further explored from a dynamic perspective. Finally, the effectiveness of the proposed method was validated using Xiaomi Corporation as a case study. Empirical results demonstrate that the proposed method effectively analyzes the influencing factors of value co-creation in SocialM from both static and dynamic perspectives.

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余红鑫,耿秀丽,潘飞.社群化制造价值共创系统动力学模型构建与分析——以小米集团为例[J].上海理工大学学报,2026,48(3):375-390.

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  • 收稿日期:2025-03-01
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  • 在线发布日期: 2026-06-30
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