IDEAS home Printed from https://ideas.repec.org/a/spr/scient/v127y2022i9d10.1007_s11192-022-04461-z.html
   My bibliography  Save this article

South Africa in the era of Industry 4.0: An Insightful Investigation

Author

Listed:
  • Pavitra Dhamija

    (LM Thapar School of Management, Thapar Institute of Engineering and Technology
    Department of Construction Management and Quantity Surveying, Faculty of Engineering and the Built Environment, University of Johannesburg)

Abstract

Science and technology are one of the essential elements to ensure innovation. Innovative developments significantly contribute towards strategic growth initiatives in every nation. The Government in South Africa is sincerely considering science and technology from a strategic perspective to leverage and optimise the national and international resources. Other segments including higher education sector, non-profit organizations and political set-ups also realize the requirement of mentioned strategic initiative. The adoption of Industry 4.0 by South Africa has provided a huge possibility of academic as well as industrial research across sectors (aerospace, construction, defence, infrastructure, logistics, manufacturing, mining, petrochemical-oil and gas, pharmaceutical, public sector, software technology and telecommunication). The real benefits of Industry 4.0 are realised when its performance is reviewed systematically, which is presented in the form of predominant clusters or themes. Hence, this paper provides influential insights for Industry 4.0 developments (past, present and future) in South Africa. The research focuses on the existence of Industry 4.0 in combination with varied primary and (Industry 4.0, internet of things, digitization and cyber physical systems) secondary keywords (industrial internet of things, business integration, cloud computing, virtual reality, mobility, standards, architecture). The paper considered 19,101 articles extracted from Scopus database over the past 10 years. The statistical tools, BibExcel and Gephi are used to draw inferences and visualizations in the form of top contributing authors, keywords, countries followed by clustering. The use of citation analysis through PageRank provide most promising information in this area.

Suggested Citation

  • Pavitra Dhamija, 2022. "South Africa in the era of Industry 4.0: An Insightful Investigation," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(9), pages 5083-5110, September.
    • Handle: RePEc:spr:scient:v:127:y:2022:i:9:d:10.1007_s11192-022-04461-z
    DOI: 10.1007/s11192-022-04461-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11192-022-04461-z
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s11192-022-04461-z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Frank-Dieter Dorloff & Ejub Kajan, 2012. "Balancing of Heterogeneity and Interoperability in E-Business Networks: The Role of Standards and Protocols," International Journal of E-Business Research (IJEBR), IGI Global, vol. 8(4), pages 15-33, October.
    2. Angappa Gunasekaran & Rameshwar Dubey & Samuel Fosso Wamba & Thanos Papadopoulos & Benjamin T. Hazen & Eric W.T. Ngai, 2018. "Bridging humanitarian operations management and organisational theory," International Journal of Production Research, Taylor & Francis Journals, vol. 56(21), pages 6735-6740, November.
    3. William Nikolakis & Lijo John & Harish Krishnan, 2018. "How Blockchain Can Shape Sustainable Global Value Chains: An Evidence, Verifiability, and Enforceability (EVE) Framework," Sustainability, MDPI, vol. 10(11), pages 1-16, October.
    4. Yongxin Liao & Fernando Deschamps & Eduardo de Freitas Rocha Loures & Luiz Felipe Pierin Ramos, 2017. "Past, present and future of Industry 4.0 - a systematic literature review and research agenda proposal," International Journal of Production Research, Taylor & Francis Journals, vol. 55(12), pages 3609-3629, June.
    5. Luca Ardito & Giuseppe Procaccianti & Giuseppe Menga & Maurizio Morisio, 2013. "Smart Grid Technologies in Europe: An Overview," Energies, MDPI, vol. 6(1), pages 1-31, January.
    6. Guttentag, Daniel A., 2010. "Virtual reality: Applications and implications for tourism," Tourism Management, Elsevier, vol. 31(5), pages 637-651.
    7. 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.
    8. Corey M. Angst & Ritu Agarwal & V. Sambamurthy & Ken Kelley, 2010. "Social Contagion and Information Technology Diffusion: The Adoption of Electronic Medical Records in U.S. Hospitals," Management Science, INFORMS, vol. 56(8), pages 1219-1241, August.
    9. Prajogo, Daniel & Olhager, Jan, 2012. "Supply chain integration and performance: The effects of long-term relationships, information technology and sharing, and logistics integration," International Journal of Production Economics, Elsevier, vol. 135(1), pages 514-522.
    10. Hillol Bala & Viswanath Venkatesh, 2016. "Adaptation to Information Technology: A Holistic Nomological Network from Implementation to Job Outcomes," Management Science, INFORMS, vol. 62(1), pages 156-179, January.
    11. Henning Kagermann, 2015. "Change Through Digitization—Value Creation in the Age of Industry 4.0," Springer Books, in: Horst Albach & Heribert Meffert & Andreas Pinkwart & Ralf Reichwald (ed.), Management of Permanent Change, edition 127, chapter 2, pages 23-45, Springer.
    12. Philippe Louis & Bart Baesens, 2013. "Do for-profit microfinance institutions achieve better financial efficiency and social impact? A generalised estimating equations panel data approach," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 5(3), pages 359-380, September.
    13. Marcel P. Timmer & Abdul Azeez Erumban & Bart Los & Robert Stehrer & Gaaitzen J. de Vries, 2014. "Slicing Up Global Value Chains," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 99-118, Spring.
    14. Mukesh Kumar & Gary Graham & Patrick Hennelly & Jagjit Srai, 2016. "How will smart city production systems transform supply chain design: a product-level investigation," International Journal of Production Research, Taylor & Francis Journals, vol. 54(23), pages 7181-7192, December.
    15. Bart Los & Marcel P. Timmer & Gaaitzen J. Vries, 2015. "How Global Are Global Value Chains? A New Approach To Measure International Fragmentation," Journal of Regional Science, Wiley Blackwell, vol. 55(1), pages 66-92, January.
    16. Brandenburg, Marcus & Govindan, Kannan & Sarkis, Joseph & Seuring, Stefan, 2014. "Quantitative models for sustainable supply chain management: Developments and directions," European Journal of Operational Research, Elsevier, vol. 233(2), pages 299-312.
    17. Xie, Kefan & Song, Yu & Zhang, Weiyong & Hao, Jiahui & Liu, Zimei & Chen, Yun, 2018. "Technological entrepreneurship in science parks: A case study of Wuhan Donghu High-Tech Zone," Technological Forecasting and Social Change, Elsevier, vol. 135(C), pages 156-168.
    18. Youngjin Yoo & Ola Henfridsson & Kalle Lyytinen, 2010. "Research Commentary ---The New Organizing Logic of Digital Innovation: An Agenda for Information Systems Research," Information Systems Research, INFORMS, vol. 21(4), pages 724-735, December.
    Full references (including those not matched with items on IDEAS)

    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. 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).
    2. 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).
    3. Yuwan Duan & Erik Dietzenbacher & Bart Los & Ruochen Dai, 2023. "Regional inequality in China during its rise as a giant exporter: A value chain analysis," Journal of Regional Science, Wiley Blackwell, vol. 63(1), pages 148-172, January.
    4. Katharina Längle, 2020. "Offshoring: What Consequences for Workers? Evidence from Global Value Chains," Documents de travail du Centre d'Economie de la Sorbonne 20005, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    5. Ines Kersan-Škabić & Alen Belullo, 2021. "The Characteristics of Regional Value Chains in the Sector of Chemicals and Pharmaceutical Products in the EU," Economies, MDPI, vol. 9(4), pages 1-24, November.
    6. Pleticha, Petr, 2021. "Who Benefits from Global Value Chain Participation? Does Functional Specialization Matter?," Structural Change and Economic Dynamics, Elsevier, vol. 58(C), pages 291-299.
    7. Chiara Bentivogli & Tommaso Ferraresi & Paola Monti & Renato Paniccià & Stefano Rosignoli, 2019. "Italian Regions in Global Value Chains: An Input-Output Approach," Politica economica, Società editrice il Mulino, issue 1, pages 55-94.
    8. Jiansuo Pei & Jan Oosterhaven & Erik Dietzenbacher, 2017. "Foreign exports, net interregional spillovers and Chinese regional supply chains," Papers in Regional Science, Wiley Blackwell, vol. 96(2), pages 281-298, June.
    9. Rameshwar Dubey & David J. Bryde & Cyril Foropon & Gary Graham & Mihalis Giannakis & Deepa Bhatt Mishra, 2022. "Agility in humanitarian supply chain: an organizational information processing perspective and relational view," Annals of Operations Research, Springer, vol. 319(1), pages 559-579, December.
    10. Marilia Marcato & Carolina Baltar & Fernando Sarti, 2019. "International competitiveness in a vertically fragmented production structure: empirical challenges and evidence," Economics Bulletin, AccessEcon, vol. 39(2), pages 876-893.
    11. Nenci, Silvia & Fusacchia, Ilaria & Giunta, Anna & Montalbano, Pierluigi & Pietrobelli, Carlo, 2022. "Mapping global value chain participation and positioning in agriculture and food: stylised facts, empirical evidence and critical issues," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 11(2), July.
    12. Katharina Längle, 2020. "Offshoring: What Consequences for Workers? Evidence from Global Value Chains," Working Papers hal-02548691, HAL.
    13. Heli Simola, 2018. "Chinese Services Gaining Significance in Global Production Chains," Asian Economic Papers, MIT Press, vol. 17(2), pages 50-64, Summer.
    14. Tomberger, Patrick, 2016. "Labour Income and Employment embodied in Internationally Fragmented Production Chains," Papers 1114, World Trade Institute.
    15. Kenji Suganuma, 2016. "Upstreamness in the Global Value Chain: Manufacturing and Services," IMES Discussion Paper Series 16-E-02, Institute for Monetary and Economic Studies, Bank of Japan.
    16. Claudio Di Berardino & Ilaria Doganieri & Stefano D'Angelo & Gianni Onesti, 2023. "Intersectoral and intercountry linkages as drivers of employment growth in emerging economies: The case of Visegrád countries," Metroeconomica, Wiley Blackwell, vol. 74(1), pages 163-187, February.
    17. Lorenzo Cresti & Maria Enrica Virgillito, 2023. "Weak sectors and weak ties? Labour dependence and asymmetric positioning in GVCs," LEM Papers Series 2023/10, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    18. Wen Chen & Bart Los & Marcel P. Timmer, 2017. "Factor Incomes in Global Value Chains: The Role of Intangibles," NBER Chapters, in: Measuring and Accounting for Innovation in the Twenty-First Century, pages 373-401, National Bureau of Economic Research, Inc.
    19. Cuesta-Valiño, Pedro & Gutiérrez-Rodríguez, Pablo & Núnez-Barriopedro, Estela & García-Henche, Blanca, 2023. "Strategic orientation towards digitization to improve supermarket loyalty in an omnichannel context," Journal of Business Research, Elsevier, vol. 156(C).
    20. Hussain, Safdar & Ahmed, Wasim & Rabnawaz, Ambar & Jafar, Rana Muhammad Sohail & Akhtar, Haseeb & GuangJu, Wang & Ullah, Sana & JianZhou, Yang, 2015. "Integration and Effective Supply Chain Management: A Review of Agriculture in Pakistan and China," MPRA Paper 70380, University Library of Munich, Germany.

    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:spr:scient:v:127:y:2022:i:9:d:10.1007_s11192-022-04461-z. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.