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Behind the definition of Industry 4.0: Analysis and open questions

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  1. Cho, Jaehan & DeStefano, Timothy & Kim, Hanhin & Kim, Inchul & Paik, Jin Hyun, 2023. "What's driving the diffusion of next-generation digital technologies?," Technovation, Elsevier, vol. 119(C).
  2. Eleonora Di Maria & Valentina De Marchi & Ambra Galeazzo, 2022. "Industry 4.0 technologies and circular economy: The mediating role of supply chain integration," Business Strategy and the Environment, Wiley Blackwell, vol. 31(2), pages 619-632, February.
  3. Agnieszka A. Tubis & Katarzyna Grzybowska, 2022. "In Search of Industry 4.0 and Logistics 4.0 in Small-Medium Enterprises—A State of the Art Review," Energies, MDPI, vol. 15(22), pages 1-26, November.
  4. Marco Bettiol & Mauro Capestro & Eleonora Di Maria & Roberto Ganau, 2024. "Is this time different? How Industry 4.0 affects firms’ labor productivity," Small Business Economics, Springer, vol. 62(4), pages 1449-1467, April.
  5. An Duong Thi Binh & Mohammadreza Akbari & Huong Le Thi Cam & Lam Nguyen Canh & Huy Truong Quang, 2024. "Forging Pathways to Circular Economy Excellence: Integrating Industry 4.0 with Quality Management," Sustainability, MDPI, vol. 16(7), pages 1-26, April.
  6. Paolo Morganti & Rosa Carolina Valdes, 2023. "The Perils of Asymmetrical Technological Changes in a Knowledge Economy with Complete Markets," Sustainability, MDPI, vol. 15(17), pages 1-17, August.
  7. Monshizadeh, Fatemeh & Sadeghi Moghadam, Mohammad Reza & Mansouri, Taha & Kumar, Maneesh, 2023. "Developing an industry 4.0 readiness model using fuzzy cognitive maps approach," International Journal of Production Economics, Elsevier, vol. 255(C).
  8. Alkaraan, Fadi & Elmarzouky, Mahmoud & Hussainey, Khaled & Venkatesh, V.G., 2023. "Sustainable strategic investment decision-making practices in UK companies: The influence of governance mechanisms on synergy between industry 4.0 and circular economy," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
  9. Sony, Michael & Antony, Jiju & Mc Dermott, Olivia & Garza-Reyes, Jose Arturo, 2021. "An empirical examination of benefits, challenges, and critical success factors of industry 4.0 in manufacturing and service sector," Technology in Society, Elsevier, vol. 67(C).
  10. Roberto Antonietti & Luca Cattani & Francesca Gambarotto & Giulio Pedrini, 2021. "Education, routine, and complexity-biased Knowledge Enabling Technologies: Evidence from Emilia-Romagna, Italy," Discussion Paper series in Regional Science & Economic Geography 2021-07, Gran Sasso Science Institute, Social Sciences, revised May 2021.
  11. Tortorella, Guilherme Luz & Saurin, Tarcisio A. & Hines, Peter & Antony, Jiju & Samson, Daniel, 2023. "Myths and facts of industry 4.0," International Journal of Production Economics, Elsevier, vol. 255(C).
  12. Zhao, Nanyang & Hong, Jiangtao & Lau, Kwok Hung, 2023. "Impact of supply chain digitalization on supply chain resilience and performance: A multi-mediation model," International Journal of Production Economics, Elsevier, vol. 259(C).
  13. Manal ECHCHAD, 2022. "The Place Of Industry 4.0 In Environmental Sustainability," Network Intelligence Studies, Romanian Foundation for Business Intelligence, Editorial Department, issue 19, pages 7-11, July.
  14. Culot, Giovanna & Orzes, Guido & Sartor, Marco & Nassimbeni, Guido, 2020. "The future of manufacturing: A Delphi-based scenario analysis on Industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
  15. Maurizio Massaro & Silvana Secinaro & Francesca Dal Mas & Valerio Brescia & Davide Calandra, 2021. "Industry 4.0 and circular economy: An exploratory analysis of academic and practitioners' perspectives," Business Strategy and the Environment, Wiley Blackwell, vol. 30(2), pages 1213-1231, February.
  16. Ahi, Alan A. & Sinkovics, Noemi & Shildibekov, Yelnur & Sinkovics, Rudolf R. & Mehandjiev, Nikolay, 2022. "Advanced technologies and international business: A multidisciplinary analysis of the literature," International Business Review, Elsevier, vol. 31(4).
  17. Ma, Yujie & Du, Gang & Jiao, Roger J., 2020. "Optimal crowdsourcing contracting for reconfigurable process planning in open manufacturing: A bilevel coordinated optimization approach," International Journal of Production Economics, Elsevier, vol. 228(C).
  18. Oliveira-Dias, Diéssica de & Maqueira-Marin, Juan Manuel & Moyano-Fuentes, José & Carvalho, Helena, 2023. "Implications of using Industry 4.0 base technologies for lean and agile supply chains and performance," International Journal of Production Economics, Elsevier, vol. 262(C).
  19. Somohano-Rodríguez, Francisco M. & Madrid-Guijarro, Antonia, 2022. "Do industry 4.0 technologies improve Cantabrian manufacturing smes performance? The role played by industry competition," Technology in Society, Elsevier, vol. 70(C).
  20. Kinkel, Steffen & Capestro, Mauro & Di Maria, Eleonora & Bettiol, Marco, 2023. "Artificial intelligence and relocation of production activities: An empirical cross-national study," International Journal of Production Economics, Elsevier, vol. 261(C).
  21. Dinara Dikhanbayeva & Akmaral Tokbergenova & Yevgeniy Lukhmanov & Essam Shehab & Zbigniew Pastuszak & Ali Turkyilmaz, 2021. "Critical Factors of Industry 4.0 Implementation in an Emerging Country: Empirical Study," Future Internet, MDPI, vol. 13(6), pages 1-25, May.
  22. Muhammad Umar Farooq & Amjad Hussain & Tariq Masood & Muhammad Salman Habib, 2021. "Supply Chain Operations Management in Pandemics: A State-of-the-Art Review Inspired by COVID-19," Sustainability, MDPI, vol. 13(5), pages 1-33, February.
  23. Erhan Baran & Tulay Korkusuz Polat, 2022. "Classification of Industry 4.0 for Total Quality Management: A Review," Sustainability, MDPI, vol. 14(6), pages 1-20, March.
  24. Qiuyue Zhang & Yu Cao, 2023. "Revolutionizing Chinese Manufacturing: Uncovering the Nexus of Intelligent Transformation and Capital Market Information Efficiency," Sustainability, MDPI, vol. 15(19), pages 1-19, October.
  25. Fadi Alkaraan & Mahmoud Elmarzouky & Khaled Hussainey & V. G. Venkatesh & Yangyan Shi & Nadia Gulko, 2024. "Reinforcing green business strategies with Industry 4.0 and governance towards sustainability: Natural‐resource‐based view and dynamic capability," Business Strategy and the Environment, Wiley Blackwell, vol. 33(4), pages 3588-3606, May.
  26. Leticya Hilario Raddi-Mira & Jose Eduardo Pecora Junior & Fernando Deschamps, 2024. "Framework for Implementing Industry 4.0 Projects," Sustainability, MDPI, vol. 16(6), pages 1-20, March.
  27. Lim, Chun Hsion & Lim, Steven & How, Bing Shen & Ng, Wendy Pei Qin & Ngan, Sue Lin & Leong, Wei Dong & Lam, Hon Loong, 2021. "A review of industry 4.0 revolution potential in a sustainable and renewable palm oil industry: HAZOP approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
  28. Dehimat, Amina & Baroudi, Mohammed, 2022. "An overview on the Algerian National Innovation System in the digital era," MPRA Paper 114987, University Library of Munich, Germany, revised 04 Jun 2022.
  29. Simonetto, Marco & Sgarbossa, Fabio & Battini, Daria & Govindan, Kannan, 2022. "Closed loop supply chains 4.0: From risks to benefits through advanced technologies. A literature review and research agenda," International Journal of Production Economics, Elsevier, vol. 253(C).
  30. Simona Slivkova & Lenka Brumarova & Barbora Kluckova & Jiri Pokorny & Katerina Tomanova, 2021. "Safety of Constructions from the Point of View of Population Protection in the Context of Industry 4.0 in the Czech Republic," Sustainability, MDPI, vol. 13(17), pages 1-20, September.
  31. Auktor, Georgeta Vidican, 2022. "The opportunities and challenges of Industry 4.0 for industrial development: A case study of Morocco's automotive and garment sectors," IDOS Discussion Papers 2/2022, German Institute of Development and Sustainability (IDOS).
  32. Anna Adamik & Michał Nowicki & Andrius Puksas, 2022. "Energy Oriented Concepts and Other SMART WORLD Trends as Game Changers of Co-Production—Reality or Future?," Energies, MDPI, vol. 15(11), pages 1-38, June.
  33. Tomasz Jałowiec & Henryk Wojtaszek, 2022. "Analysis of Directional Activities for Industry 4.0 in the Example of Poland and Germany," Sustainability, MDPI, vol. 14(7), pages 1-25, March.
  34. Bożena Gajdzik & Radosław Wolniak, 2021. "Transitioning of Steel Producers to the Steelworks 4.0—Literature Review with Case Studies," Energies, MDPI, vol. 14(14), pages 1-22, July.
  35. Dhar, Suparna & Tarafdar, Pratik & Bose, Indranil, 2022. "Understanding the evolution of an emerging technological paradigm and its impact: The case of Digital Twin," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
  36. 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.
  37. Marzena Podgórska, 2022. "Challenges and Perspectives in Innovative Projects Focused on Sustainable Industry 4.0—A Case Study on Polish Project Teams," Sustainability, MDPI, vol. 14(9), pages 1-20, April.
  38. Meindl, Benjamin & Ayala, Néstor Fabián & Mendonça, Joana & Frank, Alejandro G., 2021. "The four smarts of Industry 4.0: Evolution of ten years of research and future perspectives," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
  39. 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).
  40. 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).
  41. Xiaojie Shi & Yufeng Zhang & Zhuquan Wang, 2024. "Sustainable Value-Sharing Mechanisms of the Industrial Internet of Things Platforms: A Case Study of Haier’s Service-Oriented Transformation," Sustainability, MDPI, vol. 16(11), pages 1-25, June.
  42. Bettiol, Marco & Capestro, Mauro & Di Maria, Eleonora & Ganau, Roberto, 2024. "Is this time different?: how Industry 4.0 affects firms' labor productivity," LSE Research Online Documents on Economics 124545, London School of Economics and Political Science, LSE Library.
  43. Justyna Zywiolek & Michal Molenda & Joanna Rosak-Szyrocka, 2021. "Satisfaction with the Implementation of Industry 4.0 Among Manufacturing Companies in Poland," European Research Studies Journal, European Research Studies Journal, vol. 0(3), pages 469-479.
  44. MacCarthy, Bart L. & Ahmed, Wafaa A.H. & Demirel, Guven, 2022. "Mapping the supply chain: Why, what and how?," International Journal of Production Economics, Elsevier, vol. 250(C).
  45. Cifone, Fabiana Dafne & Hoberg, Kai & Holweg, Matthias & Staudacher, Alberto Portioli, 2021. "‘Lean 4.0’: How can digital technologies support lean practices?," International Journal of Production Economics, Elsevier, vol. 241(C).
  46. Ziyuan Chi & Zhen Liu & Fenghong Wang & Mohamed Osmani, 2023. "Driving Circular Economy through Digital Technologies: Current Research Status and Future Directions," Sustainability, MDPI, vol. 15(24), pages 1-28, December.
  47. Isotilia Costa Melo & Paulo Nocera Alves Junior & Geandra Alves Queiroz & Wilfredo Yushimito & Jordi Pereira, 2023. "Do We Consider Sustainability When We Measure Small and Medium Enterprises’ (SMEs’) Performance Passing through Digital Transformation?," Sustainability, MDPI, vol. 15(6), pages 1-30, March.
  48. Shahbaz Khan & Rubee Singh & Abid Haleem & Jacinta Dsilva & Sadia Samar Ali, 2022. "Exploration of Critical Success Factors of Logistics 4.0: A DEMATEL Approach," Logistics, MDPI, vol. 6(1), pages 1-14, February.
  49. Anna Kwiotkowska & Magdalena Gębczyńska, 2022. "Job Satisfaction and Work Characteristics Combinations in Industry 4.0 Environment—Insight from the Polish SMEs in the Post–Pandemic Era," Sustainability, MDPI, vol. 14(20), pages 1-18, October.
  50. Darehshiri, Mahsa & Ghaemi Asl, Mahdi & Babatunde Adekoya, Oluwasegun & Shahzad, Umer, 2022. "Cross-spectral coherence and dynamic connectedness among contactless digital payments and digital communities, enterprise collaboration, and virtual reality firms," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
  51. Henrik Saabye & Thomas Borup Kristensen & Brian Vejrum Wæhrens, 2020. "Real-Time Data Utilization Barriers to Improving Production Performance: An In-depth Case Study Linking Lean Management and Industry 4.0 from a Learning Organization Perspective," Sustainability, MDPI, vol. 12(21), pages 1-21, October.
  52. Justyna Zywiolek & Michal Molenda & Joanna Rosak-Szyrocka, 2021. "Satisfaction with the Implementation of Industry 4.0 Among Manufacturing Companies in Poland," European Research Studies Journal, European Research Studies Journal, vol. 0(3B), pages 592-603.
  53. Cazoni Camelia & Ciocoiu Carmen Nadia & Pîrcălăboiu Alexandra & Giuleșteanu Andrei & Ceaușescu Elena Casandra, 2024. "Digital Transformation of Management Processes: A Comprehensive Review of Key Factors," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 18(1), pages 3387-3420.
  54. Federico Fraboni & Hannah Brendel & Luca Pietrantoni, 2023. "Evaluating Organizational Guidelines for Enhancing Psychological Well-Being, Safety, and Performance in Technology Integration," Sustainability, MDPI, vol. 15(10), pages 1-16, May.
  55. Renata Turisová & Hana Pačaiová & Zuzana Kotianová & Anna Nagyová & Michal Hovanec & Peter Korba, 2021. "Evaluation of eMaintenance Application Based on the New Version of the EFQM Model," Sustainability, MDPI, vol. 13(7), pages 1-15, March.
  56. Hanna Wlodarkiewicz-Klimek, 2021. "New Models of Work Organization in an Industry 4.0 Enterprise - Evolution of the Form of Work," European Research Studies Journal, European Research Studies Journal, vol. 0(3), pages 1095-1105.
  57. Duarte Alonso, Abel & Vu, Oanh Thi Kim & Nguyen, Trung Q. & McClelland, Robert & Nguyen, Ngan M. & Huynh, Hoa Thi Ngoc & Tran, Thanh Duc, 2024. "Industry 4.0 involvement and knowledge management across industries: A qualitative investigation from an emerging economy," Journal of Business Research, Elsevier, vol. 174(C).
  58. Céline Péréa & Jessica Gérard & Julien de Benedittis, 2023. "Digital sobriety: From awareness of the negative impacts of IT usages to degrowth technology at work," Post-Print emse-04116949, HAL.
  59. 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).
  60. Abdul Waheed & Majed Alharthi & Sher Zaman Khan & Muhammad Usman, 2022. "Role of Industry 5.0 in leveraging the Business Performance: Investigating Impact of Shared-Economy on Firms’ Performance with Intervening Role of i5.0 Technologies," SAGE Open, , vol. 12(2), pages 21582440221, April.
  61. Dieste, Marcos & Sauer, Philipp C. & Orzes, Guido, 2022. "Organizational tensions in industry 4.0 implementation: A paradox theory approach," International Journal of Production Economics, Elsevier, vol. 251(C).
  62. Ricci, Riccardo & Battaglia, Daniele & Neirotti, Paolo, 2021. "External knowledge search, opportunity recognition and industry 4.0 adoption in SMEs," International Journal of Production Economics, Elsevier, vol. 240(C).
  63. Gastaldi, Luca & Lessanibahri, Sina & Tedaldi, Gianluca & Miragliotta, Giovanni, 2022. "Companies’ adoption of Smart Technologies to achieve structural ambidexterity: an analysis with SEM," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
  64. Mauro Caselli & Edwin Fourrier-Nicolai & Andrea Fracasso & Sergio Scicchitano, 2024. "Digital Technologies and Firms’ Employment and Training," CESifo Working Paper Series 11056, CESifo.
  65. Giovanni Mazzuto & Sara Antomarioni & Giulio Marcucci & Filippo Emanuele Ciarapica & Maurizio Bevilacqua, 2022. "Learning-by-Doing Safety and Maintenance Practices: A Pilot Course," Sustainability, MDPI, vol. 14(15), pages 1-22, August.
  66. 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).
  67. Xiurui Xu & Guangming Hou & Junpeng Wang, 2022. "Research on Digital Transformation Based on Complex Systems: Visualization of Knowledge Maps and Construction of a Theoretical Framework," Sustainability, MDPI, vol. 14(5), pages 1-19, February.
  68. Hongzhang Xu & Jamie Pittock & Katherine A. Daniell, 2021. "China: A New Trajectory Prioritizing Rural Rather Than Urban Development?," Land, MDPI, vol. 10(5), pages 1-29, May.
  69. Colombari, Ruggero & Geuna, Aldo & Helper, Susan & Martins, Raphael & Paolucci, Emilio & Ricci, Riccardo & Seamans, Robert, 2023. "The interplay between data-driven decision-making and digitalization: A firm-level survey of the Italian and U.S. automotive industries," International Journal of Production Economics, Elsevier, vol. 255(C).
  70. Laubengaier, Désirée A. & Cagliano, Raffaella & Canterino, Filomena, 2022. "It Takes Two to Tango: Analyzing the Relationship between Technological and Administrative Process Innovations in Industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
  71. Wen, Jinglei & Deng, Yujiao, 2023. "How does intellectual property protection contribute to the digital transformation of enterprises?," Finance Research Letters, Elsevier, vol. 58(PA).
  72. Yunus Zengin & Serkan Naktiyok & Erdoğan Kaygın & Onur Kavak & Ethem Topçuoğlu, 2021. "An Investigation upon Industry 4.0 and Society 5.0 within the Context of Sustainable Development Goals," Sustainability, MDPI, vol. 13(5), pages 1-16, March.
  73. Magdalena Gebczynska, 2022. "Job Satisfaction in Manufacturing SMEs During Digital Transformation," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 604-617.
  74. Naiara Uriarte-Gallastegi & Beñat Landeta-Manzano & German Arana-Landín & Iker Laskurain-Iturbe, 2022. "How Do Technologies Based on Cyber–Physical Systems Affect the Environmental Performance of Products? A Comparative Study of Manufacturers’ and Customers’ Perspectives," Sustainability, MDPI, vol. 14(20), pages 1-26, October.
  75. Antonio Ughi & Andrea Mina, 2023. "Digital Advantage: Evidence from a Policy Evaluation of Adoption Subsidies," LEM Papers Series 2023/41, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  76. Cheung, Kam-Fung & Bell, Michael G.H. & Bhattacharjya, Jyotirmoyee, 2021. "Cybersecurity in logistics and supply chain management: An overview and future research directions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 146(C).
  77. Peerally, Jahan Ara & Santiago, Fernando & De Fuentes, Claudia & Moghavvemi, Sedigheh, 2022. "Towards a firm-level technological capability framework to endorse and actualize the Fourth Industrial Revolution in developing countries," Research Policy, Elsevier, vol. 51(10).
  78. Kolade, Oluwaseun & Owoseni, Adebowale, 2022. "Employment 5.0: The work of the future and the future of work," Technology in Society, Elsevier, vol. 71(C).
  79. Thuy Duong Oesterreich & Julian Schuir & Frank Teuteberg, 2020. "The Emperor’s New Clothes or an Enduring IT Fashion? Analyzing the Lifecycle of Industry 4.0 through the Lens of Management Fashion Theory," Sustainability, MDPI, vol. 12(21), pages 1-29, October.
  80. Alkaraan, Fadi & Albitar, Khaldoon & Hussainey, Khaled & Venkatesh, VG, 2022. "Corporate transformation toward Industry 4.0 and financial performance: The influence of environmental, social, and governance (ESG)," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  81. Beata Mrugalska & Junaid Ahmed, 2021. "Organizational Agility in Industry 4.0: A Systematic Literature Review," Sustainability, MDPI, vol. 13(15), pages 1-23, July.
  82. Zheng, Deyuan & Song, Hang & Zhao, Chunguang & Liu, Yujiao & Zhao, Wenhao, 2024. "Is it possible for semiconductor companies to reduce carbon emissions through digital transformation? Evidence from China," International Journal of Production Economics, Elsevier, vol. 272(C).
  83. Tay, S.I. & Alipal, J. & Lee, T.C., 2021. "Industry 4.0: Current practice and challenges in Malaysian manufacturing firms," Technology in Society, Elsevier, vol. 67(C).
  84. 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).
  85. Kunkel, S. & Neuhäusler, P. & Matthess, M. & Dachrodt, M.F., 2023. "Industry 4.0 and energy in manufacturing sectors in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 188(C).
  86. Geandra Alves Queiroz & Paulo Nocera Alves Junior & Isotilia Costa Melo, 2022. "Digitalization as an Enabler to SMEs Implementing Lean-Green? A Systematic Review through the Topic Modelling Approach," Sustainability, MDPI, vol. 14(21), pages 1-21, October.
  87. Margherita Bernabei & Marco Eugeni & Paolo Gaudenzi & Francesco Costantino, 2023. "Assessment of Smart Transformation in the Manufacturing Process of Aerospace Components Through a Data-Driven Approach," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(1), pages 67-86, March.
  88. Yasser Omar Abdallah & Essam Shehab & Ahmed Al-Ashaab, 2022. "Developing a digital transformation process in the manufacturing sector: Egyptian case study," Information Systems and e-Business Management, Springer, vol. 20(3), pages 613-630, September.
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