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Future social change of manufacturing and service industries: Service-oriented manufacturing under the integration of innovation-flows drive

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  • Liu, Hongda
  • Zhao, Haifeng
  • Li, Shiyuan

Abstract

Based on advanced manufacturing and the modern service industry, service-oriented manufacturing propels the economic transition. It motivates the manufacturing and service system to ascend to the middle and upper levels of the value chain. First, the relationship between service-oriented manufacturing and the logic behind value growth is deconstructed. The mechanism of service-oriented manufacturing is elucidated at the levels of the manufacturing network, service network, and integration network. Second, the manufacturing, service and innovation relationships formed in the industry chain are analyzed in terms of the supply chain of the manufacturing network, service chain of the service network, and innovation chain of the integration network. The coordinated hypernetwork model of service-oriented manufacturing is also established. The node relationships and value flows of each sub-network are resolved using variational inequalities according to the principle of each chain operation. The coordinated optimal solution of the hypernetwork is clarified. Additionally, issues concerning the enhancement of equilibrium profits in the hypernetwork are investigated. Finally, we use numerical simulation for specific situations in the hypernetwork of enterprises. Using the strong correlation network of potential value growth of firms generated by social network analysis, a feasible strategy for coordinated optimization of service-oriented manufacturing is proposed. This study finds that the manufacturing equilibrium formula emphasizes that service-oriented manufacturing firms must break the previous industrial separation and obtain the value-added profits from the iteration of manufacturing and service models to enhance the possibility of risk investment in integration innovation. According to the service equilibrium formula, enterprises must avoid the inferior market of services and excessive concentration of resources. Firms strengthen the access mechanisms of service-oriented manufacturing activities by revising the service model and introducing manufacturing operations. In the integration equilibrium formula, the linear feature of innovation indicates that firms should continuously invest in innovation construction and conduct innovation integration activities without incurring losses. Second, the main chain (supply chain, innovation chain) relationship between the manufacturing sub-network and integration sub-network is stronger than the other node relationships. The service network exhibits the characteristics of a weaker service chain than external nodes. Manufacturing value flows are concentrated on middle and downstream manufacturing activities. Service value flows are aggregated by market-oriented principles. Innovation value flows primarily exhibit continuous input and inherited innovation characteristics. Third, technology application, service penetration, the integration scale of manufacturing and service markets, and the market acceptance scale of service and manufacturing are essentially homogeneously related to the manufacturing relationship, service relationship, and innovation relationship, which positively stimulate the activity of value flows in each network. The cost and attrition of technology and service show inhibitory effects on value flows. Fourth, in the value network, the manufacturing value flows of the manufacturing relationship form a U-shape along with the industrial chain. The service value flow of the market is robust and exhibits a “tick”-like pattern in the service network. The innovation value network is mainly attached to the innovation chain and displays point-scattering characteristics.

Suggested Citation

  • Liu, Hongda & Zhao, Haifeng & Li, Shiyuan, 2023. "Future social change of manufacturing and service industries: Service-oriented manufacturing under the integration of innovation-flows drive," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    • Handle: RePEc:eee:tefoso:v:196:y:2023:i:c:s0040162523004936
    DOI: 10.1016/j.techfore.2023.122808
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    as
    1. Vandermerwe, Sandra & Rada, Juan, 1988. "Servitization of business: Adding value by adding services," European Management Journal, Elsevier, vol. 6(4), pages 314-324, December.
    2. Geum, Youngjung & Kim, Moon-Soo & Lee, Sungjoo, 2016. "How industrial convergence happens: A taxonomical approach based on empirical evidences," Technological Forecasting and Social Change, Elsevier, vol. 107(C), pages 112-120.
    3. Woodfield, Paul J. & Ooi, Yat Ming & Husted, Kenneth, 2023. "Commercialisation patterns of scientific knowledge in traditional low- and medium-tech industries," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    4. Sarkar, Soumodip & Mateus, Sara, 2022. "Value creation using minimal resources – A meta-synthesis of frugal innovation," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    5. Jens Matthias Arnold & Beata Javorcik & Molly Lipscomb & Aaditya Mattoo, 2016. "Services Reform and Manufacturing Performance: Evidence from India," Economic Journal, Royal Economic Society, vol. 126(590), pages 1-39, February.
    6. Hongda Liu & Haifeng Zhao, 2022. "Upgrading models, evolutionary mechanisms and vertical cases of service-oriented manufacturing in SVC leading enterprises: Product-development and service-innovation for industry 4.0," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-24, December.
    7. Jens Matthias Arnold & Aaditya Mattoo & Gaia Narciso, 2008. "Services Inputs and Firm Productivity in Sub-Saharan Africa: Evidence from Firm-Level Data," Journal of African Economies, Centre for the Study of African Economies, vol. 17(4), pages 578-599, August.
    8. Youngjin Yoo & Richard J. Boland & Kalle Lyytinen & Ann Majchrzak, 2012. "Organizing for Innovation in the Digitized World," Organization Science, INFORMS, vol. 23(5), pages 1398-1408, October.
    9. Botchie, David & Sarpong, David & Meissner, Dirk, 2022. "Chain upgrading, technology transfer, and legitimacy: The Schumpeterian character of China in the information and communication technology sector in SSA," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    10. Su, Dan & Zhang, Lijun & Peng, Hua & Saeidi, Parvaneh & Tirkolaee, Erfan Babaee, 2023. "Technical challenges of blockchain technology for sustainable manufacturing paradigm in Industry 4.0 era using a fuzzy decision support system," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    11. Marco Paiola & Tatiana Khvatova & Francesco Schiavone & Fauzia Jabeen, 2022. "Paths toward advanced service-oriented business models : A configurational analysis of small- and medium-sized incumbent manufacturers," Post-Print hal-04325566, HAL.
    12. Hartwig, Jochen & Krämer, Hagen, 2019. "The ‘Growth Disease’ at 50 – Baumol after Oulton," Structural Change and Economic Dynamics, Elsevier, vol. 51(C), pages 463-471.
    13. Gao, Qiang & Cheng, Changming & Sun, Guanglin, 2023. "Big data application, factor allocation, and green innovation in Chinese manufacturing enterprises," Technological Forecasting and Social Change, Elsevier, vol. 192(C).
    14. Chen, Shengqi & Zhang, Hong, 2021. "Does digital finance promote manufacturing servitization: Micro evidence from China," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 856-869.
    15. Yu, Jiang & Wen, Yating & Jin, Jing & Zhang, Yue, 2019. "Towards a service-dominant platform for public value co-creation in a smart city: Evidence from two metropolitan cities in China," Technological Forecasting and Social Change, Elsevier, vol. 142(C), pages 168-182.
    16. Korkeamäki, Lauri & Kohtamäki, Marko & Parida, Vinit, 2021. "Worth the risk? The profit impact of outcome-based service offerings for manufacturing firms," Journal of Business Research, Elsevier, vol. 131(C), pages 92-102.
    17. Xia, Tangbin & Sun, Bowen & Chen, Zhen & Pan, Ershun & Wang, Hao & Xi, Lifeng, 2021. "Opportunistic maintenance policy integrating leasing profit and capacity balancing for serial-parallel leased systems," Reliability Engineering and System Safety, Elsevier, vol. 205(C).
    18. Steven Payson, 1997. "Difficulty of measuring capital, revisited: Does science offer an alternative?," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 3(3), pages 330-330, August.
    19. Li, Kai & Qi, Shouzhou & Shi, Xunpeng, 2023. "Environmental policies and low-carbon industrial upgrading: Heterogenous effects among policies, sectors, and technologies in China," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    20. Zeng, Shouzhen & Zhou, Jiamin & Zhang, Chonghui & Merigó, José M., 2022. "Intuitionistic fuzzy social network hybrid MCDM model for an assessment of digital reforms of manufacturing industry in China," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    21. Haochang Yang & Faming Zhang & Yixin He, 2021. "Exploring the effect of producer services and manufacturing industrial co-agglomeration on the ecological environment pollution control in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(11), pages 16119-16144, November.
    22. Amy Z. Zeng, 2013. "Coordination mechanisms for a three‐stage reverse supply chain to increase profitable returns," Naval Research Logistics (NRL), John Wiley & Sons, vol. 60(1), pages 31-45, February.
    23. Guoqi Liu & Yuli Zhao & Zhuang Wang & Ying Liu, 2014. "A Service Chain Discovery and Recommendation Scheme Using Complex Network Theory," Mathematical Problems in Engineering, Hindawi, vol. 2014, pages 1-6, January.
    24. Arnold Tukker, 2004. "Eight types of product–service system: eight ways to sustainability? Experiences from SusProNet," Business Strategy and the Environment, Wiley Blackwell, vol. 13(4), pages 246-260, July.
    25. Rath, Badri Narayan, 2018. "Productivity growth and efficiency change: Comparing manufacturing- and service-based firms in India," Economic Modelling, Elsevier, vol. 70(C), pages 447-457.
    26. Gene M. Grossman & Esteban Rossi-Hansberg, 2008. "Trading Tasks: A Simple Theory of Offshoring," American Economic Review, American Economic Association, vol. 98(5), pages 1978-1997, December.
    27. Lambert, Abbie & Jones, Robert Paul & Clinton, Suzanne, 2021. "Employee engagement and the service profit chain in a quick-service restaurant organization," Journal of Business Research, Elsevier, vol. 135(C), pages 214-225.
    28. Liu, Caihong & Ji, Hannah & Ji, Jonah, 2022. "Mobile information technology's impacts on service innovation performance of manufacturing enterprises," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    29. Liu, Hongda & Huang, Feipeng & Huang, Jialiang, 2022. "Measuring the coordination decision of renewable energy as a natural resource contracts based on rights structure and corporate social responsibility from economic recovery," Resources Policy, Elsevier, vol. 78(C).
    30. Xi Chen & Tengyu Ma & Jiawei Zhang & Yuan Zhou, 2019. "Optimal Design of Process Flexibility for General Production Systems," Operations Research, INFORMS, vol. 67(2), pages 516-531, March.
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