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Is this a new story of the ‘Two Giants’? A systematic literature review of the relationship between industry 4.0, sustainability and its pillars

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  • Piccarozzi, Michela
  • Silvestri, Cecilia
  • Aquilani, Barbara
  • Silvestri, Luca

Abstract

In recent years’ innovations of Industry 4.0 have attracted considerable interest from researchers in many fields of study, from engineering to management. At the same time, attention to sustainability has grown putting in the spotlight its famous three pillars (economic, environmental, and social). Innovation and sustainability, as a consequence, seem to go hand in hand even more and “sustainable development” has become a well-known issue at a broad level. In the managerial field, recent studies show a growing attention at these topics, even if the strength of the relationship between Industry 4.0 innovations and sustainability has not yet been clarified. Given this research gap, the paper aims at studying Industry 4.0 and sustainability with its three pillars. A systematic review of the literature has been performed to analyze the main topic, the pillars of sustainability mainly considered and last, the possible outfalls of Industry 4.0 on sustainability. From a theoretical point of view, this paper contributes to the systematization of literature at the intersection between Industry 4.0 and sustainability, while from a managerial point of view it sheds light on implications and opportunities arising from considering the outfalls of innovations coming from Industry 4.0 on sustainability and its pillars.

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  • Piccarozzi, Michela & Silvestri, Cecilia & Aquilani, Barbara & Silvestri, Luca, 2022. "Is this a new story of the ‘Two Giants’? A systematic literature review of the relationship between industry 4.0, sustainability and its pillars," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
  • Handle: RePEc:eee:tefoso:v:177:y:2022:i:c:s0040162522000439
    DOI: 10.1016/j.techfore.2022.121511
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    1. Sreenivasan Jayashree & Mohammad Nurul Hassan Reza & Chinnasamy Agamudai Nambi Malarvizhi & Hesti Maheswari & Zohre Hosseini & Azilah Kasim, 2021. "The Impact of Technological Innovation on Industry 4.0 Implementation and Sustainability: An Empirical Study on Malaysian Small and Medium Sized Enterprises," Sustainability, MDPI, vol. 13(18), pages 1-23, September.
    2. Malerba, Franco, 2007. "Innovation and the dynamics and evolution of industries: Progress and challenges," International Journal of Industrial Organization, Elsevier, vol. 25(4), pages 675-699, August.
    3. Fernando E. Garcia-Muiña & Rocío González-Sánchez & Anna Maria Ferrari & Davide Settembre-Blundo, 2018. "The Paradigms of Industry 4.0 and Circular Economy as Enabling Drivers for the Competitiveness of Businesses and Territories: The Case of an Italian Ceramic Tiles Manufacturing Company," Social Sciences, MDPI, vol. 7(12), pages 1-31, December.
    4. Sara Saberi & Mahtab Kouhizadeh & Joseph Sarkis & Lejia Shen, 2019. "Blockchain technology and its relationships to sustainable supply chain management," International Journal of Production Research, Taylor & Francis Journals, vol. 57(7), pages 2117-2135, April.
    5. Livio Cricelli & Serena Strazzullo, 2021. "The Economic Aspect of Digital Sustainability: A Systematic Review," Sustainability, MDPI, vol. 13(15), pages 1-15, July.
    6. Svenson, Frithiof, 2018. "Smartphone crises and adjustments in a virtual P3 community – doing sustainability oriented smartphone consumption," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 34(7-8), pages 664-693.
    7. Nam, Taewoo, 2019. "Technology usage, expected job sustainability, and perceived job insecurity," Technological Forecasting and Social Change, Elsevier, vol. 138(C), pages 155-165.
    8. Ludo Waltman & Nees Eck, 2013. "A smart local moving algorithm for large-scale modularity-based community detection," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 86(11), pages 1-14, November.
    9. Shweta Bajaj & Ruchi Garg & Monika Sethi, 2018. "Total quality management: a critical literature review using Pareto analysis," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 67(1), pages 128-154, January.
    10. Lutz Bornmann & Robin Haunschild & Sven E. Hug, 2018. "Visualizing the context of citations referencing papers published by Eugene Garfield: a new type of keyword co-occurrence analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 114(2), pages 427-437, February.
    11. César Martínez-Olvera & Jaime Mora-Vargas, 2019. "A Comprehensive Framework for the Analysis of Industry 4.0 Value Domains," Sustainability, MDPI, vol. 11(10), pages 1-21, May.
    12. Slavko Rakic & Marko Pavlovic & Ugljesa Marjanovic, 2021. "A Precondition of Sustainability: Industry 4.0 Readiness," Sustainability, MDPI, vol. 13(12), pages 1-12, June.
    13. Leonilde Varela & Adriana Araújo & Paulo Ávila & Hélio Castro & Goran Putnik, 2019. "Evaluation of the Relation between Lean Manufacturing, Industry 4.0, and Sustainability," Sustainability, MDPI, vol. 11(5), pages 1-19, March.
    14. Andrea Chiarini, 2021. "Industry 4.0 technologies in the manufacturing sector: Are we sure they are all relevant for environmental performance?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(7), pages 3194-3207, November.
    15. 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.
    16. Fernando E. García-Muiña & María Sonia Medina-Salgado & Anna Maria Ferrari & Marco Cucchi, 2020. "Sustainability Transition in Industry 4.0 and Smart Manufacturing with the Triple-Layered Business Model Canvas," Sustainability, MDPI, vol. 12(6), pages 1-19, March.
    17. Gianpaolo Abatecola & Gabriele Mandarelli & Sara Poggesi, 2013. "The personality factor: how top management teams make decisions. A literature review," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 17(4), pages 1073-1100, November.
    18. Korosh Emamisaleh & Kamaleddin Rahmani, 2017. "Sustainable supply chain in food industries: Drivers and strategic sustainability orientation," Cogent Business & Management, Taylor & Francis Journals, vol. 4(1), pages 1345296-134, January.
    19. Silvia H. Bonilla & Helton R. O. Silva & Marcia Terra da Silva & Rodrigo Franco Gonçalves & José B. Sacomano, 2018. "Industry 4.0 and Sustainability Implications: A Scenario-Based Analysis of the Impacts and Challenges," Sustainability, MDPI, vol. 10(10), pages 1-24, October.
    20. Muhammad Hamza Naseem & Jiaqi Yang, 2021. "Role of Industry 4.0 in Supply Chains Sustainability: A Systematic Literature Review," Sustainability, MDPI, vol. 13(17), pages 1-23, August.
    21. Leonard Heilig & Eduardo Lalla-Ruiz & Stefan Voß, 2017. "Digital transformation in maritime ports: analysis and a game theoretic framework," Netnomics, Springer, vol. 18(2), pages 227-254, December.
    22. 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.
    23. Nees Jan Eck & Ludo Waltman, 2017. "Citation-based clustering of publications using CitNetExplorer and VOSviewer," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(2), pages 1053-1070, May.
    24. Bailu Fu & Zhan Shu & Xiaogang Liu, 2018. "Blockchain Enhanced Emission Trading Framework in Fashion Apparel Manufacturing Industry," Sustainability, MDPI, vol. 10(4), pages 1-19, April.
    25. Fernando E. Garcia-Muiña & Rocío González-Sánchez & Anna Maria Ferrari & Lucrezia Volpi & Martina Pini & Cristina Siligardi & Davide Settembre-Blundo, 2019. "Identifying the Equilibrium Point between Sustainability Goals and Circular Economy Practices in an Industry 4.0 Manufacturing Context Using Eco-Design," Social Sciences, MDPI, vol. 8(8), pages 1-22, August.
    26. Aleksandr M. Batkovskiy & Aleksandr V. Leonov & Aleksey Yu. Pronin & Elena G. Semenova & Alena V. Fomina & Viktor M. Balashov, 2019. "Sustainable development of Industry 4.0: the case of high-tech products system design," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 6(4), pages 1823-1838, June.
    27. Gunnar Prause & Gunnar Prause & Sina Atari, 2017. "On sustainable production networks for Industry 4.0," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 4(4), pages 421-431, June.
    28. Bai, Chunguang & Dallasega, Patrick & Orzes, Guido & Sarkis, Joseph, 2020. "Industry 4.0 technologies assessment: A sustainability perspective," International Journal of Production Economics, Elsevier, vol. 229(C).
    29. Niklas Johansson & Eva Roth & Wiebke Reim, 2019. "Smart and Sustainable eMaintenance: Capabilities for Digitalization of Maintenance," Sustainability, MDPI, vol. 11(13), pages 1-19, June.
    30. Nees Jan Eck & Ludo Waltman, 2010. "Software survey: VOSviewer, a computer program for bibliometric mapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(2), pages 523-538, August.
    31. Barbara Aquilani & Cecilia Silvestri & Alessandro Ruggieri, 2016. "Sustainability, TQM and Value Co-Creation Processes: The Role of Critical Success Factors," Sustainability, MDPI, vol. 8(10), pages 1-23, October.
    32. Hendrik S. Birkel & Johannes W. Veile & Julian M. Müller & Evi Hartmann & Kai-Ingo Voigt, 2019. "Development of a Risk Framework for Industry 4.0 in the Context of Sustainability for Established Manufacturers," Sustainability, MDPI, vol. 11(2), pages 1-27, January.
    33. Jaroslav Vrchota & Martin Pech & Ladislav Rolínek & Jiří Bednář, 2020. "Sustainability Outcomes of Green Processes in Relation to Industry 4.0 in Manufacturing: Systematic Review," Sustainability, MDPI, vol. 12(15), pages 1-47, July.
    34. Stavros Ponis & Eleni Aretoulaki & Theodoros Nikolaos Maroutas & George Plakas & Konstantina Dimogiorgi, 2021. "A Systematic Literature Review on Additive Manufacturing in the Context of Circular Economy," Sustainability, MDPI, vol. 13(11), pages 1-28, May.
    35. Katarína Stachová & Ján Papula & Zdenko Stacho & Lucia Kohnová, 2019. "External Partnerships in Employee Education and Development as the Key to Facing Industry 4.0 Challenges," Sustainability, MDPI, vol. 11(2), pages 1-19, January.
    36. Judit Nagy & Judit Oláh & Edina Erdei & Domicián Máté & József Popp, 2018. "The Role and Impact of Industry 4.0 and the Internet of Things on the Business Strategy of the Value Chain—The Case of Hungary," Sustainability, MDPI, vol. 10(10), pages 1-25, September.
    37. Nesrin Ada & Yigit Kazancoglu & Muruvvet Deniz Sezer & Cigdem Ede-Senturk & Idil Ozer & Mangey Ram, 2021. "Analyzing Barriers of Circular Food Supply Chains and Proposing Industry 4.0 Solutions," Sustainability, MDPI, vol. 13(12), pages 1-29, June.
    38. Poorya Ghafoorpoor Yazdi & Aydin Azizi & Majid Hashemipour, 2019. "A Hybrid Methodology for Validation of Optimization Solutions Effects on Manufacturing Sustainability with Time Study and Simulation Approach for SMEs," Sustainability, MDPI, vol. 11(5), pages 1-26, March.
    39. Marco Savastano & Carlo Amendola & Francesco Bellini & Fabrizio D’Ascenzo, 2019. "Contextual Impacts on Industrial Processes Brought by the Digital Transformation of Manufacturing: A Systematic Review," Sustainability, MDPI, vol. 11(3), pages 1-38, February.
    40. Barbara Aquilani & Michela Piccarozzi & Tindara Abbate & Anna Codini, 2020. "The Role of Open Innovation and Value Co-creation in the Challenging Transition from Industry 4.0 to Society 5.0: Toward a Theoretical Framework," Sustainability, MDPI, vol. 12(21), pages 1-21, October.
    41. 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.
    42. Gunnar Prause & Sina Atari, 2017. "On sustainable production networks for Industry 4.0," Post-Print hal-01860909, HAL.
    43. de Sousa Jabbour, Ana Beatriz Lopes & Jabbour, Charbel Jose Chiappetta & Foropon, Cyril & Godinho Filho, Moacir, 2018. "When titans meet – Can industry 4.0 revolutionise the environmentally-sustainable manufacturing wave? The role of critical success factors," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 18-25.
    44. Ahmad A. A. Khanfar & Mohammad Iranmanesh & Morteza Ghobakhloo & Madugoda Gunaratnege Senali & Masood Fathi, 2021. "Applications of Blockchain Technology in Sustainable Manufacturing and Supply Chain Management: A Systematic Review," Sustainability, MDPI, vol. 13(14), pages 1-20, July.
    45. Soni, Gunjan & Mangla, Sachin Kumar & Singh, Pallavi & Dey, Bidit L. & Dora, Manoj, 2021. "Technological interventions in social business: Mapping current research and establishing future research agenda," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    46. Annibal Scavarda & Gláucya Daú & Luiz Felipe Scavarda & Rodrigo Goyannes Gusmão Caiado, 2019. "An Analysis of the Corporate Social Responsibility and the Industry 4.0 with Focus on the Youth Generation: A Sustainable Human Resource Management Framework," Sustainability, MDPI, vol. 11(18), pages 1-20, September.
    47. Lu, Hsi-Peng & Weng, Chien-I, 2018. "Smart manufacturing technology, market maturity analysis and technology roadmap in the computer and electronic product manufacturing industry," Technological Forecasting and Social Change, Elsevier, vol. 133(C), pages 85-94.
    48. Joaquín Ordieres-Meré & Tomás Prieto Remón & Jesús Rubio, 2020. "Digitalization: An Opportunity for Contributing to Sustainability From Knowledge Creation," Sustainability, MDPI, vol. 12(4), pages 1-21, February.
    49. Kohtamäki, Marko & Parida, Vinit & Oghazi, Pejvak & Gebauer, Heiko & Baines, Tim, 2019. "Digital servitization business models in ecosystems: A theory of the firm," Journal of Business Research, Elsevier, vol. 104(C), pages 380-392.
    50. Kamga, Camille, 2015. "Emerging travel trends, high-speed rail, and the public reinvention of U.S. transportation," Transport Policy, Elsevier, vol. 37(C), pages 111-120.
    51. Karin Reinhold & Marina Järvis & Gunnar Prause, 2019. "Occupational health and safety aspects of green shipping in the Baltic Sea," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 7(1), pages 10-24, September.
    52. 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.
    53. Stefana Broadbent & Francesco Cara, 2018. "Seeking Control in a Precarious Environment: Sustainable Practices as an Adaptive Strategy to Living under Uncertainty," Sustainability, MDPI, vol. 10(5), pages 1-13, April.
    54. Ankur Kashyap & Rajat Agrawal, 2019. "Academia a new knowledge supplier to the industry! Uncovering barriers in the process," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 16(5), pages 715-733, May.
    55. Usama Awan & Robert Sroufe & Muhammad Shahbaz, 2021. "Industry 4.0 and the circular economy: A literature review and recommendations for future research," Business Strategy and the Environment, Wiley Blackwell, vol. 30(4), pages 2038-2060, May.
    56. Scott L. Newbert, 2007. "Empirical research on the resource‐based view of the firm: an assessment and suggestions for future research," Strategic Management Journal, Wiley Blackwell, vol. 28(2), pages 121-146, February.
    57. Carla Gonçalves Machado & Mats Peter Winroth & Elias Hans Dener Ribeiro da Silva, 2020. "Sustainable manufacturing in Industry 4.0: an emerging research agenda," International Journal of Production Research, Taylor & Francis Journals, vol. 58(5), pages 1462-1484, March.
    58. Gláucya Daú & Annibal Scavarda & Luiz Felipe Scavarda & Vivianne Julianelli Taveira Portugal, 2019. "The Healthcare Sustainable Supply Chain 4.0: The Circular Economy Transition Conceptual Framework with the Corporate Social Responsibility Mirror," Sustainability, MDPI, vol. 11(12), pages 1-19, June.
    59. Krzysztof Ejsmont & Bartlomiej Gladysz & Aldona Kluczek, 2020. "Impact of Industry 4.0 on Sustainability—Bibliometric Literature Review," Sustainability, MDPI, vol. 12(14), pages 1-29, July.
    60. Alessio Maria Braccini & Emanuele Gabriel Margherita, 2018. "Exploring Organizational Sustainability of Industry 4.0 under the Triple Bottom Line: The Case of a Manufacturing Company," Sustainability, MDPI, vol. 11(1), pages 1-17, December.
    61. Franco Malerba, 2007. "Innovation and the evolution of industries," Springer Books, in: Uwe Cantner & Franco Malerba (ed.), Innovation, Industrial Dynamics and Structural Transformation, pages 7-27, Springer.
    62. Whisper Maisiri & Liezl van Dyk & Rojanette Coeztee, 2021. "Factors that Inhibit Sustainable Adoption of Industry 4.0 in the South African Manufacturing Industry," Sustainability, MDPI, vol. 13(3), pages 1-21, January.
    63. Nektarios Karanikas, 2016. "Combining soft system methodology and Pareto analysis in the assessment of safety management performance: an aviation case," International Journal of Business Performance Management, Inderscience Enterprises Ltd, vol. 17(3), pages 286-300.
    64. Marc Walterbusch & Benedikt Martens & Frank Teuteberg, 2015. "A Decision Model for the Evaluation and Selection of Cloud Computing Services: A First Step Towards a More Sustainable Perspective," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 14(02), pages 253-285.
    65. Kuan Chung Lin & Joseph Z. Shyu & Kun Ding, 2017. "A Cross-Strait Comparison of Innovation Policy under Industry 4.0 and Sustainability Development Transition," Sustainability, MDPI, vol. 9(5), pages 1-17, May.
    66. Laima Gerlitz, 2016. "Design management as a domain of smart and sustainable enterprise: business modelling for innovation and smart growth in Industry 4.0," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 3(3), pages 244-268, March.
    67. Wen-Hsien Tsai & Yin-Hwa Lu, 2018. "A Framework of Production Planning and Control with Carbon Tax under Industry 4.0," Sustainability, MDPI, vol. 10(9), pages 1-24, September.
    68. Fu Gu & Jianfeng Guo & Philip Hall & Xinjian Gu, 2019. "An integrated architecture for implementing extended producer responsibility in the context of Industry 4.0," International Journal of Production Research, Taylor & Francis Journals, vol. 57(5), pages 1458-1477, March.
    69. Stephen Fox, 2019. "Moveable Production Systems for Sustainable Development and Trade: Limitations, Opportunities and Barriers," Sustainability, MDPI, vol. 11(19), pages 1-21, September.
    70. Poorya Ghafoorpoor Yazdi & Aydin Azizi & Majid Hashemipour, 2018. "An Empirical Investigation of the Relationship between Overall Equipment Efficiency (OEE) and Manufacturing Sustainability in Industry 4.0 with Time Study Approach," Sustainability, MDPI, vol. 10(9), pages 1-28, August.
    71. Elina Jaakkola, 2020. "Designing conceptual articles: four approaches," AMS Review, Springer;Academy of Marketing Science, vol. 10(1), pages 18-26, June.
    72. Waltman, Ludo & van Eck, Nees Jan & Noyons, Ed C.M., 2010. "A unified approach to mapping and clustering of bibliometric networks," Journal of Informetrics, Elsevier, vol. 4(4), pages 629-635.
    73. Mahyar Kamali Saraji & Dalia Streimikiene & Grigorios L. Kyriakopoulos, 2021. "Fermatean Fuzzy CRITIC-COPRAS Method for Evaluating the Challenges to Industry 4.0 Adoption for a Sustainable Digital Transformation," Sustainability, MDPI, vol. 13(17), pages 1-20, August.
    74. Laura Fabregat-Aibar & M. Glòria Barberà-Mariné & Antonio Terceño & Laia Pié, 2019. "A Bibliometric and Visualization Analysis of Socially Responsible Funds," Sustainability, MDPI, vol. 11(9), pages 1-17, May.
    75. N. Komninos & P. Tsarchopoulos, 2013. "Toward Intelligent Thessaloniki: from an Agglomeration of Apps to Smart Districts," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 4(2), pages 149-168, June.
    76. 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.
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