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AMT adoption and innovation: An investigation of dynamic and complementary effects

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  • Bourke, Jane
  • Roper, Stephen

Abstract

The ability to innovate successfully is a key corporate capability, depending strongly on firms' access to knowledge capital: proprietary, tacit and embodied. Here, we focus on one specific source of knowledge – advanced manufacturing technologies or AMTs – and consider its impact on firms' innovation success. AMTs relate to a series of process innovations which enable firms to take advantage of numerical and digital technologies to optimise elements of a manufacturing process. Using panel data for Irish manufacturing plants we identify lengthy learning-by-using effects in terms of firms' ability to derive innovation benefits from AMT adoption. Disruption effects are evident in the short-term while positive innovation benefits occur six-plus years after adoption. Strong complementarities between simultaneously adopted AMTs suggest the value of disruptive rather than incremental AMT implementation strategies.

Suggested Citation

  • Bourke, Jane & Roper, Stephen, 2016. "AMT adoption and innovation: An investigation of dynamic and complementary effects," Technovation, Elsevier, vol. 55, pages 42-55.
  • Handle: RePEc:eee:techno:v:55-56:y:2016:i::p:42-55
    DOI: 10.1016/j.technovation.2016.05.003
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    6. Guilian Wang & Liyan Zhang & Jing Guo, 2022. "Driving Factors and Mechanisms of AMT Application Levels for Equipment Manufacturing Enterprises: Based on Programmatic Grounded Theory," Sustainability, MDPI, vol. 14(14), pages 1-18, July.
    7. Rammer, Christian & Füner, Lena & Gottschalk, Sandra & Marks, Hannes & Heimer, Thomas & Nachtigall, Heike & Treperman, Jerome, 2021. "Zusammenhang zwischen der Durchführung von Digitalisierungs- und Innovationsvorhaben im Mittelstand. Bericht an die KfW Bankengruppe: Abschlussbericht," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 241988.
    8. Nigel Driffield & Jun Du & Jan Godsell & Mark Hart & Katiuscia Lavoratori & Steven Roper & Irina Surdu & Wanrong Zhang, 2021. "Understanding productivity:Organisational Capital perspectives," Working Papers 013, The Productivity Institute.
    9. Gillani, Fatima & Chatha, Kamran Ali & Sadiq Jajja, Muhammad Shakeel & Farooq, Sami, 2020. "Implementation of digital manufacturing technologies: Antecedents and consequences," International Journal of Production Economics, Elsevier, vol. 229(C).
    10. Justin Doran & Geraldine Ryan & Jane Bourke & Frank Crowley, 2019. "In-House Or Outsourcing Skills: How Best To Manage For Innovation?," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 24(01), pages 1-25, February.
    11. Kinkel, Steffen & Baumgartner, Marco & Cherubini, Enrica, 2022. "Prerequisites for the adoption of AI technologies in manufacturing – Evidence from a worldwide sample of manufacturing companies," Technovation, Elsevier, vol. 110(C).
    12. Bahoo, Salman & Cucculelli, Marco & Qamar, Dawood, 2023. "Artificial intelligence and corporate innovation: A review and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    13. James H. Love & Stephen Roper & Priit Vahter, 2020. "Do Firms Really Learn From Failure? The Dynamics Of Abandoned Innovation," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 124, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    14. Magdalena Kogut-Jaworska & Elżbieta Ociepa-Kicińska, 2023. "Practical Implications of Smart Specialization Strategy: Barriers to Implementation, Role of the Public Sector, and Benefits for Entrepreneurs," SAGE Open, , vol. 13(2), pages 21582440231, June.
    15. Frank Crowley & Jane Bourke, 2018. "The Influence Of The Manager On Firm Innovation In Emerging Economies," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 22(03), pages 1-21, April.
    16. Duong, Phuong-Anh Nguyen & Voordeckers, Wim & Huybrechts, Jolien & Lambrechts, Frank, 2022. "On external knowledge sources and innovation performance: Family versus non-family firms," Technovation, Elsevier, vol. 114(C).
    17. Tanel Rebane, 2018. "Complementarities In Performance Between Product Innovation, Marketing Innovation And Cooperation With Clients," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 113, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    18. Stornelli, Aldo & Ozcan, Sercan & Simms, Christopher, 2021. "Advanced manufacturing technology adoption and innovation: A systematic literature review on barriers, enablers, and innovation types," Research Policy, Elsevier, vol. 50(6).
    19. Ndubuisi, Gideon & Avenyo, Elvis, 2018. "Estimating the effects of robotization on exports," MERIT Working Papers 2018-046, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).

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    More about this item

    Keywords

    O31; O33; O34; Advanced manufacturing technology; Innovation; Learning-by-using; Adoption; Disruptive strategy;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O34 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Intellectual Property and Intellectual Capital

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