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Digital Technologies 4.0 in Small and Medium-Sized Manufacturing Industries: Cases of the Central Region of Argentina and the Biobio Region of Chile

Author

Listed:
  • Francisco Gatica-Neira
  • Mario Ramos-Maldonado
  • Rubén Andrés Ascua
  • Hernán Revale
  • Valentina Fernández

Abstract

The Fourth Industrial Revolution has built upon the lessons learned from Covid-19 and has emphasized the urgent need for digital transformation in Small and Medium Enterprises (SMEs) in Latin America. This study aims to identify the factors that can explain the varying degrees of adoption of digital technologies 4.0 (DT 4.0). The research analyzes the results of surveys conducted among 35 companies located in the Central Region of Argentina and the Biobio Region of Chile. By utilizing the Technology, Organization, and Environment (TOE) model of adoption and employing data science tools, such as cluster analysis (K-means) and decision trees (J48), the study parameterizes the different responses and generates valuable insights. Our work provides a complementary view to existing studies, analyzing the key factors in the adoption of DT 4.0 in a group of SMEs located in regions, not national capitals, of two Latin American countries with different growth models. The results highlight the significance of business leaders possessing knowledge of DT 4.0, the importance of having specialized human capital, and the need for an organizational culture that embraces innovation. Public policy should focus on transforming business leadership and organizational dynamics to stimulate digital transformation. JEL Classification: O330, O140, O570

Suggested Citation

  • Francisco Gatica-Neira & Mario Ramos-Maldonado & Rubén Andrés Ascua & Hernán Revale & Valentina Fernández, 2024. "Digital Technologies 4.0 in Small and Medium-Sized Manufacturing Industries: Cases of the Central Region of Argentina and the Biobio Region of Chile," SAGE Open, , vol. 14(2), pages 21582440241, May.
  • Handle: RePEc:sae:sagope:v:14:y:2024:i:2:p:21582440241249285
    DOI: 10.1177/21582440241249285
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    References listed on IDEAS

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    1. Francesco Bogliacino & Mario Pianta, 2016. "The Pavitt Taxonomy, revisited: patterns of innovation in manufacturing and services," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 33(2), pages 153-180, August.
    2. Jana Hojnik & Mitja Ruzzier & Tatiana Manolova, 2017. "Eco-Innovation and Firm Efficiency: Empirical Evidence from Slovenia," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 11(3), pages 103-111.
    3. Elisa Calza & Micheline Goedhuys & Neda Trifković, 2019. "Drivers of productivity in Vietnamese SMEs: the role of management standards and innovation," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 28(1), pages 23-44, January.
    4. Lara Agostini & Roberto Filippini, 2019. "Organizational and managerial challenges in the path toward Industry 4.0," European Journal of Innovation Management, Emerald Group Publishing Limited, vol. 22(3), pages 406-421, January.
    5. Julian Marius Müller & Daniel Kiel & Kai-Ingo Voigt, 2018. "What Drives the Implementation of Industry 4.0? The Role of Opportunities and Challenges in the Context of Sustainability," Sustainability, MDPI, vol. 10(1), pages 1-24, January.
    6. Reyes, Pedro M. & Li, Suhong & Visich, John K., 2016. "Determinants of RFID adoption stage and perceived benefits," European Journal of Operational Research, Elsevier, vol. 254(3), pages 801-812.
    7. Maha Mohamed Alsebai Mohamed & Pingfeng Liu & Guihua Nie, 2022. "Causality between Technological Innovation and Economic Growth: Evidence from the Economies of Developing Countries," Sustainability, MDPI, vol. 14(6), pages 1-39, March.
    8. Mohamed Kossaï & Maria Luiza Lapa Souza & Younes Ben Zaied & Pascal Nguyen, 2020. "Determinants of the Adoption of Information and Communication Technologies (ICTs): the Case of Tunisian Electrical and Electronics Sector," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(3), pages 845-864, September.
    9. Franco Malerba & Maureen McKelvey, 2020. "Knowledge-intensive innovative entrepreneurship integrating Schumpeter, evolutionary economics, and innovation systems," Small Business Economics, Springer, vol. 54(2), pages 503-522, February.
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