运筹与管理 ›› 2025, Vol. 34 ›› Issue (9): 84-91.DOI: 10.12005/orms.2025.0279

• 理论分析与方法探讨 • 上一篇    下一篇

数智化视角下服务供应链整合决策分析

李玥, 吴丹, 姚锋敏, 胡艳玲   

  1. 哈尔滨理工大学 经济与管理学院,黑龙江 哈尔滨 150080
  • 收稿日期:2023-11-12 出版日期:2025-09-25 发布日期:2026-01-19
  • 通讯作者: 李玥(1980-),女,吉林长春人,教授,博士生导师,研究方向:数字创新与服务管理。Email: lykusha@163.com。
  • 基金资助:
    国家自然科学基金资助项目(72174045,71704036);黑龙江省自然科学基金项目(LH2021G013);黑龙江省哲学社会科学规划项目(20GLB119)

Integration Decision Analysis of Service Supply Chain from Perspective of Digital Intelligence

LI Yue, WU Dan, YAO Fengmin, HU Yanling   

  1. School of Economics and Management, Harbin University of Science and Technology, Harbin 150080, China
  • Received:2023-11-12 Online:2025-09-25 Published:2026-01-19

摘要: 随着数字智能技术的发展,服务供应链作为服务运营管理的重要平台也受到了很大重视。针对数智化视角下服务供应链的整合问题,构建两个服务提供商、一个服务集成商和一个客户组成的三级服务供应链Stackelberg博弈模型。研究服务供应链纵向整合与横向整合两种整合模式,探讨“数智化水平”对整合决策、服务供应链各主体利润和服务供应链总利润的影响。研究结果表明,“数智化”会促进服务供应链的效率及利润;对于纵向整合,当数智化水平较小时,竞争性较弱的服务提供商愿意接受纵向整合,而服务集成商回避整合;当数智化水平较大的时候,服务提供商和服务集成商会同时积极选择纵向整合模式;对于横向整合,当数智化水平较高的时候,会促进竞争性较强的服务企业整合较弱的服务企业,服务提供商双方都有横向整合意愿。服务供应链的整合对于促进服务企业的快速发展和提升竞争优势具有重要意义。

关键词: 数智化视角, 服务供应链, Stackelberg博弈, 纵向整合, 横向整合

Abstract: In the realm of economic globalization and the digital transformation of enterprises, an increasing number of companies are prioritizing supply chain management to leverage the cost-efficiency of this approach, maximizing profit margins while minimizing resources allocation. With the exponential growth of the service industry, the service supply chain has become a crucial aspect of enterprise service operation and management. The rise of service outsourcing has stimulated scholars’ interest in researching the service supply chain. At present, the service supply chain management sector in China is in its embryonic stage, characterized by a high degree of dispersion and limited concentration. The majority of service providers, particularly integrators, possess expertise in only one or a few industries, achieving significant success within their target sectors. However, the varying levels of development across different industries’ supply chains significantly exacerbate the challenges of cross-industry competition. Few supply chain integrators concurrently serve multiple sectors. Consequently, exploring strategies to enhance service efficiency, minimize service costs, broaden service scope, and augment service competitiveness in China’s service supply chain is of paramount importance for optimizing the service supply chain overall. This optimization is essential for the advancement of China’s current service industry.
As the evolution of digital intelligent technology accelerates, the service supply chain has garnered significant attention as a crucial platform for service operation management. The integration of service supply chains represents a novel trend and strategic direction in the evolution of the service industry. Omni-channel service supply chain integration plays a crucial role in facilitating the innovation of modern service supply chains and enhancing their value. The primary goal of service enterprises is to improve customer satisfaction by effectively addressing their needs. The integration of the service supply chain facilitates the optimal utilization of resources and demands, thereby fostering the progressive advancement of enterprises and establishing a virtuous cycle. This also emphasizes the concept of people-oriented, environmentally friendly, coordinated, and sustainable development.
Focusing on the integration of the service supply chain from the perspective of digital intelligence, this paper constructs a three-level service supply chain model comprising two service providers, one service integrator, and one customer. It investigates two integration modes of the service supply chain: horizontal integration and vertical integration, utilizing Stackelberg game theory, backward induction, and comparative analysis. The influence of “digital intelligence level” on the integration decision, the profit of each main entity in the service supply chain, and the total profit of the service supply chain is thoroughly examined. The results show that “digital intelligence” will enhance the efficiency and profitability of the service supply chain. For vertical integration, when the level of digital intelligence is low, service providers with weak competitiveness are more inclined to accept vertical integration, while service integrators tend to avoid integration. When the level of digital intelligence is high, service providers and service integrators will actively opt for vertical integration mode simultaneously. When the level of digital intelligence is high, it will promote more competitive service enterprises to integrate with weaker service enterprises. Both service providers have intentions for horizontal integration. Therefore, the integration of the service supply chain holds immense significance for fostering the rapid development and enhancing the competitive edge of China’s service enterprises.

Key words: digital intelligence perspective, service supply chain, Stackelberg model, vertical integration, horizontal integration

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