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‘Better together’: Evidence on the joint adoption of circular economy and industry 4.0 technologies

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  • Lopes de Sousa Jabbour, Ana Beatriz
  • Chiappetta Jabbour, Charbel Jose
  • Choi, Tsan-Ming
  • Latan, Hengky

Abstract

The circular economy (CE) and Industry 4.0 are both vital new perspectives in production economics and operations management. However, it remains largely unclear whether or not there are complementary effects on performance which can be achieved by adopting them together. This paper bridges this gap through an empirical study. Drawing upon the resource-based view and complementarity theory, original quantitative primary data is collected through a survey of supply chain managers working for companies operating in Brazil. The individual and joint effects on sustainability of adopting CE and Industry 4.0 technologies (including economic, environmental, and social measures) and firms’ operational performance are examined. Our original findings indicate that there is indeed a synergistic effect on performance resulting from joint adoption of CE and Industry 4.0 technologies; in addition, the isolated adoption of Industry 4.0 technologies does not affect social performance. However, through the joint adoption of CE and Industry 4.0 technologies, a positive influence on social performance is identified. This paper contributes to the literature by (i) confirming a potential synergistic effect between CE and Industry 4.0 technologies, as well as revealing their importance to business operations and social performance, and (ii) extending the contributions of previous conceptual and exploratory studies on the nexus of CE and Industry 4.0.

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  • Lopes de Sousa Jabbour, Ana Beatriz & Chiappetta Jabbour, Charbel Jose & Choi, Tsan-Ming & Latan, Hengky, 2022. "‘Better together’: Evidence on the joint adoption of circular economy and industry 4.0 technologies," International Journal of Production Economics, Elsevier, vol. 252(C).
    • Handle: RePEc:eee:proeco:v:252:y:2022:i:c:s0925527322001700
    DOI: 10.1016/j.ijpe.2022.108581
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    1. Guilherme Luz Tortorella & Diego Fettermann, 2018. "Implementation of Industry 4.0 and lean production in Brazilian manufacturing companies," International Journal of Production Research, Taylor & Francis Journals, vol. 56(8), pages 2975-2987, April.
    2. Lowe, Benjamin H. & Genovese, Andrea, 2022. "What theories of value (could) underpin our circular futures?," Ecological Economics, Elsevier, vol. 195(C).
    3. Ana Beatriz Lopes de Sousa Jabbour & Charbel Jose Chiappetta Jabbour & Moacir Godinho Filho & David Roubaud, 2018. "Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations," Annals of Operations Research, Springer, vol. 270(1), pages 273-286, November.
    4. Genovese, Andrea & Acquaye, Adolf A. & Figueroa, Alejandro & Koh, S.C. Lenny, 2017. "Sustainable supply chain management and the transition towards a circular economy: Evidence and some applications," Omega, Elsevier, vol. 66(PB), pages 344-357.
    5. Banjo Roxas & Val Lindsay, 2012. "Social Desirability Bias in Survey Research on Sustainable Development in Small Firms: an Exploratory Analysis of Survey Mode Effect," Business Strategy and the Environment, Wiley Blackwell, vol. 21(4), pages 223-235, May.
    6. Millar, Neal & McLaughlin, Eoin & Börger, Tobias, 2019. "The Circular Economy: Swings and Roundabouts?," Ecological Economics, Elsevier, vol. 158(C), pages 11-19.
    7. Kirchherr, Julian & Piscicelli, Laura & Bour, Ruben & Kostense-Smit, Erica & Muller, Jennifer & Huibrechtse-Truijens, Anne & Hekkert, Marko, 2018. "Barriers to the Circular Economy: Evidence From the European Union (EU)," Ecological Economics, Elsevier, vol. 150(C), pages 264-272.
    8. Arturs Kalnins, 2018. "Multicollinearity: How common factors cause Type 1 errors in multivariate regression," Strategic Management Journal, Wiley Blackwell, vol. 39(8), pages 2362-2385, August.
    9. Corsini, Filippo & Appio, Francesco Paolo & Frey, Marco, 2019. "Exploring the antecedents and consequences of environmental performance in micro-enterprises: The case of the Italian craft beer industry," Technological Forecasting and Social Change, Elsevier, vol. 138(C), pages 340-350.
    10. Hair, Joseph F. & Astrachan, Claudia Binz & Moisescu, Ovidiu I. & Radomir, Lăcrămioara & Sarstedt, Marko & Vaithilingam, Santha & Ringle, Christian M., 2021. "Executing and interpreting applications of PLS-SEM: Updates for family business researchers," Journal of Family Business Strategy, Elsevier, vol. 12(3).
    11. Dai, Jing & Cantor, David E. & Montabon, Frank L., 2017. "Examining corporate environmental proactivity and operational performance: A strategy-structure-capabilities-performance perspective within a green context," International Journal of Production Economics, Elsevier, vol. 193(C), pages 272-280.
    12. Bryan Hong & Lorenz Kueng & Mu-Jeung Yang, 2019. "Complementarity of Performance Pay and Task Allocation," Management Science, INFORMS, vol. 65(11), pages 5152-5170, November.
    13. Paolo Rosa & Claudio Sassanelli & Andrea Urbinati & Davide Chiaroni & Sergio Terzi, 2020. "Assessing relations between Circular Economy and Industry 4.0: a systematic literature review," International Journal of Production Research, Taylor & Francis Journals, vol. 58(6), pages 1662-1687, March.
    14. Trevor Zink & Roland Geyer, 2017. "Circular Economy Rebound," Journal of Industrial Ecology, Yale University, vol. 21(3), pages 593-602, June.
    15. Dalenogare, Lucas Santos & Benitez, Guilherme Brittes & Ayala, Néstor Fabián & Frank, Alejandro Germán, 2018. "The expected contribution of Industry 4.0 technologies for industrial performance," International Journal of Production Economics, Elsevier, vol. 204(C), pages 383-394.
    16. Tsan-Ming Choi & Alexandre Dolgui & Dmitry Ivanov & Erwin Pesch, 2022. "OR and analytics for digital, resilient, and sustainable manufacturing 4.0," Annals of Operations Research, Springer, vol. 310(1), pages 1-6, March.
    17. Ramli, Nur Ainna & Latan, Hengky & Solovida, Grace T., 2019. "Determinants of capital structure and firm financial performance—A PLS-SEM approach: Evidence from Malaysia and Indonesia," The Quarterly Review of Economics and Finance, Elsevier, vol. 71(C), pages 148-160.
    18. Govindan, Kannan & Rajeev, A. & Padhi, Sidhartha S. & Pati, Rupesh K., 2020. "Supply chain sustainability and performance of firms: A meta-analysis of the literature," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 137(C).
    19. Gianmarco Bressanelli & Federico Adrodegari & Marco Perona & Nicola Saccani, 2018. "Exploring How Usage-Focused Business Models Enable Circular Economy through Digital Technologies," Sustainability, MDPI, vol. 10(3), pages 1-21, February.
    20. Tsan‐Ming Choi & Subodha Kumar & Xiaohang Yue & Hau‐Ling Chan, 2022. "Disruptive Technologies and Operations Management in the Industry 4.0 Era and Beyond," Production and Operations Management, Production and Operations Management Society, vol. 31(1), pages 9-31, January.
    21. Korhonen, Jouni & Honkasalo, Antero & Seppälä, Jyri, 2018. "Circular Economy: The Concept and its Limitations," Ecological Economics, Elsevier, vol. 143(C), pages 37-46.
    22. Kannan Govindan & Mia Hasanagic, 2018. "A systematic review on drivers, barriers, and practices towards circular economy: a supply chain perspective," International Journal of Production Research, Taylor & Francis Journals, vol. 56(1-2), pages 278-311, January.
    23. Patrick Schroeder & Kartika Anggraeni & Uwe Weber, 2019. "The Relevance of Circular Economy Practices to the Sustainable Development Goals," Journal of Industrial Ecology, Yale University, vol. 23(1), pages 77-95, February.
    24. Yang Yang & Lujie Chen & Fu Jia & Zhiduan Xu, 2019. "Complementarity of circular economy practices: an empirical analysis of Chinese manufacturers," International Journal of Production Research, Taylor & Francis Journals, vol. 57(20), pages 6369-6384, October.
    25. Rajput, Shubhangini & Singh, Surya Prakash, 2019. "Connecting circular economy and industry 4.0," International Journal of Information Management, Elsevier, vol. 49(C), pages 98-113.
    26. Li Da Xu & Eric L. Xu & Ling Li, 2018. "Industry 4.0: state of the art and future trends," International Journal of Production Research, Taylor & Francis Journals, vol. 56(8), pages 2941-2962, April.
    27. Janice A. Black & Kimberly B. Boal, 1994. "Strategic resources: Traits, configurations and paths to sustainable competitive advantage," Strategic Management Journal, Wiley Blackwell, vol. 15(S2), pages 131-148, June.
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    2. Saumyaranjan Sahoo & Arvind Upadhyay & Anil Kumar, 2023. "Circular economy practices and environmental performance: Analysing the role of big data analytics capability and responsible research and innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 32(8), pages 6029-6046, December.
    3. Saoussane Srhir & Anicia Jaegler & Jairo R. Montoya‐Torres, 2023. "Uncovering Industry 4.0 technology attributes in sustainable supply chain 4.0: A systematic literature review," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 4143-4166, November.
    4. Liu, Fuzhen & He, Chaocheng & Lai, Kee-hung, 2024. "Market reaction to responsible production practices adoption: The role of firm size and financial slack," International Journal of Production Economics, Elsevier, vol. 272(C).
    5. Alessandra Neri & Marta Negri & Enrico Cagno & Simone Franzò & Vikas Kumar & Tommaso Lampertico & Carlo Andrea Bassani, 2023. "The role of digital technologies in supporting the implementation of circular economy practices by industrial small and medium enterprises," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 4693-4718, November.
    6. Walter Cardoso Satyro & Jose Celso Contador & Sonia Francisca de Paula Monken & Anderson Ferreira de Lima & Gilberto Gomes Soares Junior & Jansen Anderson Gomes & João Victor Silva Neves & José Robert, 2023. "Industry 4.0 Implementation Projects: The Cleaner Production Strategy—A Literature Review," Sustainability, MDPI, vol. 15(3), pages 1-18, January.
    7. Calabrese, Armando & Costa, Roberta & Tiburzi, Luigi & Brem, Alexander, 2023. "Merging two revolutions: A human-artificial intelligence method to study how sustainability and Industry 4.0 are intertwined," Technological Forecasting and Social Change, Elsevier, vol. 188(C).

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