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Robots and firm innovation: Evidence from Chinese manufacturing

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  • Wang, Lei
  • Zhou, Yahong
  • Chiao, Benjamin

Abstract

Automation technology-driven innovation, as a key component of the Fourth Industrial Revolution, has significantly increased in recent years with the rapid development of artificial intelligence and robots. This paper aims at investigating robots as an unconventional source of innovation and a driver of desirable outcomes such as sustainability. We study unconventional innovation with the adoption of robots through the lens of user innovation theory and carry out a series of empirical analyses by compiling a unique dataset containing firm characteristics, patent applications, and robot stock in Chinese manufacturing. The regression results show a positive and significant relationship between robots and firm innovation. We also find that robots drive firm sustainable innovation measured as patents that are related to environmental innovation. Lastly, we empirically analyze several mediating mechanisms of robots as the unconventional source of innovation through the factor-augmenting technology effect, substitution effect, and absorptive capacity effect.

Suggested Citation

  • Wang, Lei & Zhou, Yahong & Chiao, Benjamin, 2023. "Robots and firm innovation: Evidence from Chinese manufacturing," Journal of Business Research, Elsevier, vol. 162(C).
    • Handle: RePEc:eee:jbrese:v:162:y:2023:i:c:s0148296323002369
    DOI: 10.1016/j.jbusres.2023.113878
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    as
    1. Budhi Muliawan Suyitno & Amar Abobkr Amar Ahmeda & La Ode Mohamad Firman & Nely Toding Bunga & Erlanda Augupta Pane & Ismail, 2019. "The Heat Efficiency Of Residential Buildings In Libya," Journal of Mechanical Engineering Research & Developments (JMERD), Zibeline International Publishing, vol. 42(1), pages 34-41, January.
    2. Bogdan Wit & Piotr Dresler & Anna Surma-Syta, 2021. "Innovation in Start-Up Business Model in Energy-Saving Solutions for Sustainable Development," Energies, MDPI, vol. 14(12), pages 1-24, June.
    3. Wei Li & Xifeng Wang & Jiahong Liu & Yangwen Jia & Yaqin Qiu, 2019. "Decomposing the Driving Factors of Water Use in China," Sustainability, MDPI, vol. 11(8), pages 1-13, April.
    4. Trischler, Jakob & Johnson, Mikael & Kristensson, Per, 2020. "A service ecosystem perspective on the diffusion of sustainability-oriented user innovations," Journal of Business Research, Elsevier, vol. 116(C), pages 552-560.
    5. Daron Acemoglu & Claire Lelarge & Pascual Restrepo, 2020. "Competing with Robots: Firm-Level Evidence from France," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 383-388, May.
    6. , & Stiebale, Joel & Woessner, Nicole, 2020. "Robots and the rise of European superstar firms," CEPR Discussion Papers 15080, C.E.P.R. Discussion Papers.
    7. Georg Graetz & Guy Michaels, 2018. "Robots at Work," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 753-768, December.
    8. Daron Acemoglu & Pascual Restrepo, 2019. "Automation and New Tasks: How Technology Displaces and Reinstates Labor," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 3-30, Spring.
    9. von Hippel, Eric, 1976. "The dominant role of users in the scientific instrument innovation process," Research Policy, Elsevier, vol. 5(3), pages 212-239, July.
    10. Eric von Hippel, 2007. "Horizontal innovation networks—by and for users," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(2), pages 293-315, April.
    11. ., 2019. "Building integrated photovoltaics," Chapters, in: Energy Innovation for the Twenty-First Century, chapter 10, pages 282-321, Edward Elgar Publishing.
    12. Leone, Daniele & Schiavone, Francesco & Appio, Francesco Paolo & Chiao, Benjamin, 2021. "How does artificial intelligence enable and enhance value co-creation in industrial markets? An exploratory case study in the healthcare ecosystem," Journal of Business Research, Elsevier, vol. 129(C), pages 849-859.
    13. Inigo, Edurne A. & Albareda, Laura, 2019. "Sustainability oriented innovation dynamics: Levels of dynamic capabilities and their path-dependent and self-reinforcing logics," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 334-351.
    14. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    15. Haenlein, Michael & Kaplan, Andreas, 2021. "Artificial intelligence and robotics: Shaking up the business world and society at large," Journal of Business Research, Elsevier, vol. 124(C), pages 405-407.
    16. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    17. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    18. Surajit Bag & Shivam Gupta & Ajay Kumar & Uthayasankar Sivarajah, 2021. "An integrated artificial intelligence framework for knowledge creation and B2B marketing rational decision making for improving firm performance," Post-Print hal-03188195, HAL.
    19. Pagano, Alessandro & Petrucci, Francesco & Bocconcelli, Roberta, 2018. "A business network perspective on unconventional entrepreneurship: A case from the cultural sector," Journal of Business Research, Elsevier, vol. 92(C), pages 455-464.
    20. Philippe Aghion & Xavier Jaravel, 2015. "Knowledge Spillovers, Innovation and Growth," Economic Journal, Royal Economic Society, vol. 0(583), pages 533-573, March.
    21. Richard Hodson, 2018. "How robots are grasping the art of gripping," Nature, Nature, vol. 557(7704), pages 23-25, May.
    22. Katharina Blöcher & Rainer Alt, 2021. "AI and robotics in the European restaurant sector: Assessing potentials for process innovation in a high-contact service industry," Electronic Markets, Springer;IIM University of St. Gallen, vol. 31(3), pages 529-551, September.
    23. Makarius, Erin E. & Mukherjee, Debmalya & Fox, Joseph D. & Fox, Alexa K., 2020. "Rising with the machines: A sociotechnical framework for bringing artificial intelligence into the organization," Journal of Business Research, Elsevier, vol. 120(C), pages 262-273.
    24. Prettner, Klaus & Strulik, Holger, 2020. "Innovation, automation, and inequality: Policy challenges in the race against the machine," Journal of Monetary Economics, Elsevier, vol. 116(C), pages 249-265.
    25. Sousa, Maria José & Rocha, Álvaro, 2019. "Skills for disruptive digital business," Journal of Business Research, Elsevier, vol. 94(C), pages 257-263.
    26. Carliss Baldwin & Eric von Hippel, 2011. "Modeling a Paradigm Shift: From Producer Innovation to User and Open Collaborative Innovation," Organization Science, INFORMS, vol. 22(6), pages 1399-1417, December.
    27. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    28. David H. Autor, 2015. "Why Are There Still So Many Jobs? The History and Future of Workplace Automation," Journal of Economic Perspectives, American Economic Association, vol. 29(3), pages 3-30, Summer.
    29. Emin Dinlersoz & Zoltan Wolf, 2024. "Automation, labor share, and productivity: plant-level evidence from U.S. manufacturing," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 33(4), pages 604-626, May.
    30. Roland T. Rust & Ming-Hui Huang, 2014. "The Service Revolution and the Transformation of Marketing Science," Marketing Science, INFORMS, vol. 33(2), pages 206-221, March.
    31. Jerónimo, Helena Mateus & Henriques, Paulo Lopes & Lacerda, Teresa Correia de & da Silva, Filipa Pires & Vieira, Pedro Rino, 2020. "Going green and sustainable: The influence of green HR practices on the organizational rationale for sustainability," Journal of Business Research, Elsevier, vol. 112(C), pages 413-421.
    32. Nathan Hillson & Mark Caddick & Yizhi Cai & Jose A. Carrasco & Matthew Wook Chang & Natalie C. Curach & David J. Bell & Rosalind Feuvre & Douglas C. Friedman & Xiongfei Fu & Nicholas D. Gold & Markus , 2019. "Building a global alliance of biofoundries," Nature Communications, Nature, vol. 10(1), pages 1-4, December.
    33. Jeffrey D. Sachs & Laurence J. Kotlikoff, 2012. "Smart Machines and Long-Term Misery," NBER Working Papers 18629, National Bureau of Economic Research, Inc.
    34. James Bessen, 2019. "Automation and jobs: when technology boosts employment," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 34(100), pages 589-626.
    35. Thomas Davenport & Abhijit Guha & Dhruv Grewal & Timna Bressgott, 2020. "How artificial intelligence will change the future of marketing," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 24-42, January.
    36. Rene Van Berkel, 2007. "Cleaner Production and Eco-Efficiency in Australian small firms," International Journal of Environmental Technology and Management, Inderscience Enterprises Ltd, vol. 7(5/6), pages 672-693.
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