Volume 41 Issue 4
Jul.  2026
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LIU Sheng, LIU Huajie, CHEN Xiuying. Entrepreneurial Effects of Manufacturing-Service Technology Fusion from the Perspective of Patent Co-Classification[J]. Journal of Guangdong University of Finance & Economics, 2026, 41(4): 30-47.
Citation: LIU Sheng, LIU Huajie, CHEN Xiuying. Entrepreneurial Effects of Manufacturing-Service Technology Fusion from the Perspective of Patent Co-Classification[J]. Journal of Guangdong University of Finance & Economics, 2026, 41(4): 30-47.

Entrepreneurial Effects of Manufacturing-Service Technology Fusion from the Perspective of Patent Co-Classification

  • Received Date: 2026-05-04
    Available Online: 2026-09-08
  • Publish Date: 2026-07-28
  • Driven by new industrialization and the diffusion of digital technologies, the integration of manufacturing and services is deepening into cross-industry knowledge coupling and technological function recombination within innovation outputs. Using detailed patent data from the China National Intellectual Property Administration, this paper measures the level of manufacturing-services technological fusion and examines its effect on urban entrepreneurial vitality. It is found that manufacturing-service technology fusion significantly stimulates urban entrepreneurial vitality, with venture capital allocation, digital service talent agglomeration, and support from household consumption demand serving as its main channels. Further analysis reveals that this effect is more pronounced in contexts characterized by greater knowledge breadth, high-tech integration represented by invention patents, entrepreneurship in the service sector, integration from manufacturing to services, and bidirectional integration. Moreover, the technological fusion of manufacturing and services based on different combinations of traditional and emerging industries, as well as the integration of advanced manufacturing and modern services, both significantly promote urban entrepreneurial vitality. Meanwhile, the degree of integration, balance, novelty of the technological fusion between the two industries, as well as the weighted degree of integration, all have significant entrepreneurial promotion effects. From the perspective of patent co-classification, this paper clarifies the conceptual boundaries of the technology-driven manufacturing-service fusion, expands research on the economic consequences of industrial technological fusion and the sources of urban entrepreneurial vitality, and provides empirical evidence for promoting service-oriented manufacturing, digital servitization, and the cultivation of new quality productive forces.
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  • [1]
    Caviggioli F. Technology fusion: identification and analysis of the drivers of technology convergence using patent data[J]. Technovation, 2016, 55-56: 22-32. doi: 10.1016/j.technovation.2016.04.003
    [2]
    Tian J, Coreynen W, Matthyssens P, et al. Platform-based servitization and business model adaptation by established manufacturers[J]. Technovation, 2022, 118: 102222. doi: 10.1016/j.technovation.2021.102222
    [3]
    成征宇, 徐承红. 数字经济对制造业与生产性服务业深度融合的影响研究[J]. 现代财经(天津财经大学学报), 2024, 44(8): 18-35.
    [4]
    Nambisan S. Digital entrepreneurship: toward a digital technology perspective of entrepreneurship[J]. Entrepreneurship Theory and Practice, 2017, 41(6): 1029-1055. doi: 10.1111/etap.12254
    [5]
    齐平, 宋威辉. 数字化转型、创新发展与制造业价值链高质量发展[J]. 广东财经大学学报, 2024, 39(1): 4-18.
    [6]
    Yao Y, Cai W, Zhou Z, et al. Integration of manufacturing and services: examining its effect on resource allocation and manufacturing labor productivity[J]. International Review of Financial Analysis, 2024, 96: 103708. doi: 10.1016/j.irfa.2024.103708
    [7]
    周密, 王雷, 郭佳宏. 新质生产力背景下数实融合的测算与时空比较——基于专利共分类方法的研究[J]. 数量经济技术经济研究, 2024, 41(7): 5-27.
    [8]
    刘胜, 刘华杰, 陈秀英. 以融促稳: "两业"融合发展与中国企业出口存续[J]. 国际贸易问题, 2025(9): 110-124.
    [9]
    Fleming L. Recombinant uncertainty in technological search[J]. Management Science, 2001, 47(1): 117-132. doi: 10.1287/mnsc.47.1.117.10671
    [10]
    Laursen K, Salter A. Open for innovation: the role of openness in explaining innovation performance among UK manufacturing firms[J]. Strategic Management Journal, 2006, 27(2): 131-150. doi: 10.1002/smj.507
    [11]
    Baines T S, Lightfoot H W, Benedettini O, et al. The servitization of manufacturing: a review of literature and reflection on future challenges[J]. Journal of Manufacturing Technology Management, 2009, 20(5): 547-567. doi: 10.1108/17410380910960984
    [12]
    Cenamor J, Rönnberg Sjödin D, Parida V. Adopting a platform approach in servitization: leveraging the value of digitalization[J]. International Journal of Production Economics, 2017, 192: 54-65. doi: 10.1016/j.ijpe.2016.12.033
    [13]
    宁启, 白永秀, 王莉, 等. 公共数据开放对城市创业活力的联动效应研究[J]. 统计与信息论坛, 2025, 40(6): 102-114.
    [14]
    沈坤荣, 林剑威, 傅元海. 网络基础设施建设、信息可得性与企业创新边界[J]. 中国工业经济, 2023(1): 57-75.
    [15]
    白俊红, 张艺璇, 卞元超. 创新驱动政策是否提升城市创业活跃度——来自国家创新型城市试点政策的经验证据[J]. 中国工业经济, 2022(6): 61-78.
    [16]
    张继武, 吕丽娟. 城市电商化转型提高了创业活跃度吗?——基于国家电子商务示范城市建设的准自然实验[J]. 经济与管理研究, 2024, 45(6): 95-111.
    [17]
    Altonji J G, Elder T E, Taber C R. Selection on observed and unobserved variables: assessing the effectiveness of Catholic schools[J]. Journal of Political Economy, 2005, 113(1): 151-184. doi: 10.1086/426036
    [18]
    Goldsmith-Pinkham P, Sorkin I, Swift H. Bartik instruments: what, when, why, and how[J]. American Economic Review, 2020, 110(8): 2586-2624. doi: 10.1257/aer.20181047
    [19]
    Krauth B. Bounding a linear causal effect using relative correlation restrictions[J]. Journal of Econometric Methods, 2016, 5(1): 117-141. doi: 10.1515/jem-2013-0013
    [20]
    陈勇兵, 陈永安, 王贝贝. 金融如何支持创业: 基于城市商业银行设立的自然实验[J]. 世界经济, 2022, 45(12): 99-128.
    [21]
    田毕飞, 陈紫若. FDI对中国创业的空间外溢效应[J]. 中国工业经济, 2016(8): 40-57.
    [22]
    肖红军, 沈洪涛, 周艳坤. 客户企业数字化、供应商企业ESG表现与供应链可持续发展[J]. 经济研究, 2024, 59(3): 54-73.
    [23]
    梁威, 刘满凤. 我国战略性新兴产业与传统产业耦合协调发展及时空分异[J]. 经济地理, 2017, 37(4): 117-126.
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