基于序贯检验的直播助农产品质量动态管控研究

Research on Dynamic Quality Control of Live Streaming Agricultural Products Based on Sequential Testing

摘要: 随着电商直播行业的迅猛发展，虚假宣传等质量问题频繁出现，严重影响了消费者的信任和行业的可持续发展。传统的质量检验方式由于耗时长、成本高且无法实时监控，难以适应电商直播高时效、快节奏的销售模式，尤其是在农产品直播带货中。鉴于此，本文引入了序贯检验方法，该方法以其灵活性高、成本低和实时性强的优势，为电商直播中的农产品质量管控提供了新的解决方案。本文构建了基于序贯检验的电商直播农产品质量动态管控模型，通过实时采集和分析数据，结合不同农产品的特性，制定相应的检验策略，明确检验次数与样本量，并通过案例分析展示了该模型的具体应用和有效性。此外，本文从电商直播企业和监管部门两个角度提出了具体的实施建议，包括构建完善的质量管理体系、完善标准与规范、强化监督检查等。本研究旨在为电商直播行业的持续健康发展提供理论依据与实践参考，通过提升质量管控效率和增强消费者信任，推动电商直播行业的规范化和可持续发展。

Abstract: With the rapid development of e-commerce live streaming, quality issues such as false advertising frequently occur, which seriously affect consumer trust and the sustainable development of the industry. Traditional quality inspection methods, due to their long duration, high cost, and inability to monitor in real-time, are not suitable for the high-efficiency and fast-paced sales model of e-commerce live streaming, especially in the context of agricultural product live streaming. In view of this, this paper introduces the sequential testing method, which, with its high flexibility, low cost, and strong real-time capabilities, provides a new solution for the quality control of agricultural products in e-commerce live streaming. This paper constructs a dynamic quality control model for agricultural products in e-commerce live streaming based on sequential testing. By collecting and analyzing data in real-time and combining the characteristics of different agricultural products, corresponding inspection strategies are formulated, specifying the number of inspections and sample sizes. The specific application and effectiveness of the model are demonstrated through case analysis. In addition, this paper proposes specific implementation suggestions from the perspectives of e-commerce live streaming companies and regulatory authorities, including building a sound quality management system, improving standards and regulations, and strengthening supervision and inspection. This study aims to provide theoretical basis and practical reference for the sustainable and healthy development of the e-commerce live streaming industry, enhance consumer trust by improving quality control efficiency, and promote the standardization and sustainable development of the e-commerce live streaming industry.