IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i11p6069-d563959.html
   My bibliography  Save this article

Impact of Industry 4.0 on Corporate Financial Performance: A Moderated Mediation Model

Author

Listed:
  • Hong-Long Chen

    (Department of Business and Management, National University of Tainan, No. 33, Sec. 2, Shu-Lin St., Tainan 700, Taiwan)

Abstract

Many studies advance the contemporary technologies of Industry 4.0. However, relatively little is known about how Industry 4.0 affects corporate financial performance. Using a survey, bootstrap sampling, and structural-equation modeling, this study evaluates the moderated mediation effects of Industry 4.0 maturity on financial performance. The results show that Industry 4.0 maturity significantly affects internal business process performance (IBPP), which influences customer performance through the mediating effect of supply chain performance (SCP), and IBPP and SCP affect financial performance fully through the mediating effect of customer performance. The results also show that Industry 4.0 maturity moderates the positive relationship between customer performance and financial performance. Customer performance and IBPP have the largest direct and total effects on financial performance in the context of Industry 4.0 implementation, respectively. The results indicate that Industry 4.0 magnifies the potential returns to companies mainly through IBPP, SCP, and customer performance. This study offers an enhanced understanding of the financial implications of Industry 4.0 implementation and provides insights into the factors through which Industry 4.0 maturity influences financial performance.

Suggested Citation

  • Hong-Long Chen, 2021. "Impact of Industry 4.0 on Corporate Financial Performance: A Moderated Mediation Model," Sustainability, MDPI, vol. 13(11), pages 1-16, May.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:11:p:6069-:d:563959
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/11/6069/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/13/11/6069/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Thomas Fischer & Angelika Sawczyn, 2013. "The relationship between corporate social performance and corporate financial performance and the role of innovation: evidence from German listed firms," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 24(1), pages 27-52, May.
    2. Feng, Taiwen & Wang, Dan & Lawton, Alan & Luo, Ben Nanfeng, 2019. "Customer orientation and firm performance: The joint moderating effects of ethical leadership and competitive intensity," Journal of Business Research, Elsevier, vol. 100(C), pages 111-121.
    3. Yoon Hee Kim & Tobias Schoenherr, 2018. "The Effects of Supply Chain Integration on the Cost Efficiency of Contract Manufacturing," Journal of Supply Chain Management, Institute for Supply Management, vol. 54(3), pages 42-64, July.
    4. Olya, Hossein G.T. & Altinay, Levent, 2016. "Asymmetric modeling of intention to purchase tourism weather insurance and loyalty," Journal of Business Research, Elsevier, vol. 69(8), pages 2791-2800.
    5. Peter M. Ralston & Jennifer Blackhurst & David E. Cantor & Michael R. Crum, 2015. "A Structure–Conduct–Performance Perspective of How Strategic Supply Chain Integration Affects Firm Performance," Journal of Supply Chain Management, Institute for Supply Management, vol. 51(2), pages 47-64, April.
    6. Dang, Chongyu & (Frank) Li, Zhichuan & Yang, Chen, 2018. "Measuring firm size in empirical corporate finance," Journal of Banking & Finance, Elsevier, vol. 86(C), pages 159-176.
    7. Grigoroudis, E. & Orfanoudaki, E. & Zopounidis, C., 2012. "Strategic performance measurement in a healthcare organisation: A multiple criteria approach based on balanced scorecard," Omega, Elsevier, vol. 40(1), pages 104-119, January.
    8. Sinan Aral & Peter Weill, 2007. "IT Assets, Organizational Capabilities, and Firm Performance: How Resource Allocations and Organizational Differences Explain Performance Variation," Organization Science, INFORMS, vol. 18(5), pages 763-780, October.
    9. Büchi, Giacomo & Cugno, Monica & Castagnoli, Rebecca, 2020. "Smart factory performance and Industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    10. Barbara B. Flynn & Xenophon Koufteros & Guanyi Lu, 2016. "On Theory in Supply Chain Uncertainty and its Implications for Supply Chain Integration," Journal of Supply Chain Management, Institute for Supply Management, vol. 52(3), pages 3-27, July.
    11. Alexandre Moeuf & Robert Pellerin & Samir Lamouri & Simon Tamayo-Giraldo & Rodolphe Barbaray, 2018. "The industrial management of SMEs in the era of Industry 4.0," International Journal of Production Research, Taylor & Francis Journals, vol. 56(3), pages 1118-1136, February.
    12. Ravi Srinivasan & Morgan Swink, 2018. "An Investigation of Visibility and Flexibility as Complements to Supply Chain Analytics: An Organizational Information Processing Theory Perspective," Production and Operations Management, Production and Operations Management Society, vol. 27(10), pages 1849-1867, October.
    13. Won, Jeong Yeon & Park, Min Jae, 2020. "Smart factory adoption in small and medium-sized enterprises: Empirical evidence of manufacturing industry in Korea," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
    14. Dmitry Ivanov & Alexandre Dolgui & Boris Sokolov & Frank Werner & Marina Ivanova, 2016. "A dynamic model and an algorithm for short-term supply chain scheduling in the smart factory industry 4.0," International Journal of Production Research, Taylor & Francis Journals, vol. 54(2), pages 386-402, January.
    15. Hau L. Lee & Corey Billington, 1993. "Material Management in Decentralized Supply Chains," Operations Research, INFORMS, vol. 41(5), pages 835-847, October.
    16. Laure Ambroise & Isabelle Prim-Allaz & Christine Teyssier, 2018. "Financial performance of servitized manufacturing firms: A configuration issue between servitization strategies and customer-oriented organizational design. 71, 54-68," Post-Print hal-02127657, HAL.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Agnus Baby & Md Aslam Mia & Anwar Allah Pitchay, 2024. "A systematic review of financial performance in the manufacturing industry," Future Business Journal, Springer, vol. 10(1), pages 1-20, December.
    2. Chen, Hong Long, 2023. "Influence of supply chain risks on project financial performance," International Journal of Production Economics, Elsevier, vol. 260(C).
    3. Lőrincz, László & Losonci, Dávid & Demeter, Krisztina & Granát, Marcell, 2023. "Digitalizáció és üzleti teljesítmény - hazai feldolgozóipari tapasztalatok [Digitalisation and business performance - focusing on Hungarian manufacturing firms]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(1), pages 82-102.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sony, Michael & Naik, Subhash, 2020. "Industry 4.0 integration with socio-technical systems theory: A systematic review and proposed theoretical model," Technology in Society, Elsevier, vol. 61(C).
    2. Wang, Qianwen & Liu, Xu & Hu, Miao & Huo, Baofeng, 2024. "A reductionistic or holistic approach? The impacts of fit patterns of supplier and customer integration on company and supply chain performance," International Journal of Production Economics, Elsevier, vol. 273(C).
    3. Adhikary, Anirban & Sharma, Amalesh & Diatha, Krishna Sundar & Jayaram, Jayanth, 2020. "Impact of buyer-supplier network complexity on firms’ greenhouse gas (GHG) emissions: An empirical investigation," International Journal of Production Economics, Elsevier, vol. 230(C).
    4. Soni, Gunjan & Kumar, Satish & Mahto, Raj V. & Mangla, Sachin K. & Mittal, M.L. & Lim, Weng Marc, 2022. "A decision-making framework for Industry 4.0 technology implementation: The case of FinTech and sustainable supply chain finance for SMEs," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    5. Michela Piccarozzi & Barbara Aquilani & Corrado Gatti, 2018. "Industry 4.0 in Management Studies: A Systematic Literature Review," Sustainability, MDPI, vol. 10(10), pages 1-24, October.
    6. Hassan, Nadir Munir & Abbasi, Muhammad Nauman, 2021. "A review of supply chain integration extents, contingencies and performance : A post Covid-19 review," Operations Research Perspectives, Elsevier, vol. 8(C).
    7. Dubey, Rameshwar & Gunasekaran, Angappa & Childe, Stephen J. & Bryde, David J. & Giannakis, Mihalis & Foropon, Cyril & Roubaud, David & Hazen, Benjamin T., 2020. "Big data analytics and artificial intelligence pathway to operational performance under the effects of entrepreneurial orientation and environmental dynamism: A study of manufacturing organisations," International Journal of Production Economics, Elsevier, vol. 226(C).
    8. Cannavacciuolo, Lorella & Ferraro, Giovanna & Ponsiglione, Cristina & Primario, Simonetta & Quinto, Ivana, 2023. "Technological innovation-enabling industry 4.0 paradigm: A systematic literature review," Technovation, Elsevier, vol. 124(C).
    9. Shao, Xue-Feng & Liu, Wei & Li, Yi & Chaudhry, Hassan Rauf & Yue, Xiao-Guang, 2021. "Multistage implementation framework for smart supply chain management under industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    10. Battistoni, Elisa & Gitto, Simone & Murgia, Gianluca & Campisi, Domenico, 2023. "Adoption paths of digital transformation in manufacturing SME," International Journal of Production Economics, Elsevier, vol. 255(C).
    11. Riccardo Brozzi & David Forti & Erwin Rauch & Dominik T. Matt, 2020. "The Advantages of Industry 4.0 Applications for Sustainability: Results from a Sample of Manufacturing Companies," Sustainability, MDPI, vol. 12(9), pages 1-19, May.
    12. Lee, Changhun & Lim, Chiehyeon, 2021. "From technological development to social advance: A review of Industry 4.0 through machine learning," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    13. Hua Song & Sijie Chen & Anirban Ganguly, 2019. "Innovative Ecosystem In Enhancing Hi-Tech Sme Financing: Mediating Role Of Two Types Of Innovation Capabilities," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 24(02), pages 1-36, April.
    14. Enrique, Daisy Valle & Lerman, Laura Visintainer & Sousa, Paulo Renato de & Benitez, Guilherme Brittes & Bigares Charrua Santos, Fernando M. & Frank, Alejandro G., 2022. "Being digital and flexible to navigate the storm: How digital transformation enhances supply chain flexibility in turbulent environments," International Journal of Production Economics, Elsevier, vol. 250(C).
    15. Ghouri, Arsalan Mujahid & Akhtar, Pervaiz & Haq, Mirza A. & Mani, Venkatesh & Arsenyan, Gayane & Meyer, Martin, 2021. "Real-time information sharing, customer orientation, and the exploration of intra-service industry differences: Malaysia as an emerging market," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    16. Chen, Hong Long, 2023. "Influence of supply chain risks on project financial performance," International Journal of Production Economics, Elsevier, vol. 260(C).
    17. Battaglia, Daniele & Galati, Francesco & Molinaro, Margherita & Pessot, Elena, 2023. "Full, hybrid and platform complementarity: Exploring the industry 4.0 technology-performance link," International Journal of Production Economics, Elsevier, vol. 263(C).
    18. Lee, Neil Chueh-An, 2021. "Reconciling integration and reconfiguration management approaches in the supply chain," International Journal of Production Economics, Elsevier, vol. 242(C).
    19. Mariani, Marcello M. & Fosso Wamba, Samuel, 2020. "Exploring how consumer goods companies innovate in the digital age: The role of big data analytics companies," Journal of Business Research, Elsevier, vol. 121(C), pages 338-352.
    20. Vasilii Erokhin & Dmitry Endovitsky & Alexey Bobryshev & Natalia Kulagina & Anna Ivolga, 2019. "Management Accounting Change as a Sustainable Economic Development Strategy during Pre-Recession and Recession Periods: Evidence from Russia," Sustainability, MDPI, vol. 11(11), pages 1-23, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:13:y:2021:i:11:p:6069-:d:563959. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.