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Barriers to the adoption of industry 4.0 technologies in the manufacturing sector: An inter-country comparative perspective

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Cited by:

  1. Abdulrazak F. Shahatha Al-Mashhadani & Muhammad Imran Qureshi & Sanil S. Hishan & Mohd Shamsuri Md Saad & Yamunah Vaicondam & Nohman Khan, 2021. "Towards the Development of Digital Manufacturing Ecosystems for Sustainable Performance: Learning from the Past Two Decades of Research," Energies, MDPI, vol. 14(10), pages 1-17, May.
  2. Shih-Chia Chang & Hsu-Hwa Chang & Ming-Tsang Lu, 2021. "Evaluating Industry 4.0 Technology Application in SMEs: Using a Hybrid MCDM Approach," Mathematics, MDPI, vol. 9(4), pages 1-21, February.
  3. G. Denisse Chamochumbi D. & Massimo Ciambotti & Federica Palazzi & Francesca Sgr?, 2022. "The digital transformation process in the agri-food sector: A case study," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2022(2 Suppl.), pages 43-70.
  4. Frank W. Geels & Jonatan Pinkse & Dimitri Zenghelis, 2021. "Productivity opportunities and risks in a transformative,low-carbon and digital age," Working Papers 009, The Productivity Institute.
  5. Prodi, Elena & Tassinari, Mattia & Ferrannini, Andrea & Rubini, Lauretta, 2022. "Industry 4.0 policy from a sociotechnical perspective: The case of German competence centres," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  6. Simplice A. Asongu & Mushfiqur Rahman & Joseph Nnanna & Mohamed Haffar, 2020. "Enhancing Information Technology for Value Added Across Economic Sectors in Sub-Saharan Africa," Research Africa Network Working Papers 20/064, Research Africa Network (RAN).
  7. Jan Zavadsky & Zuzana Zavadska & Katarzyna Szczepanska-Woszczyna, 2021. "Quantification of the Process Improvement Exigency Related to Industry 4.0," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 4), pages 65-86.
  8. Eryarsoy, Enes & Kilic, Huseyin Selcuk & Zaim, Selim & Doszhanova, Marzhan, 2022. "Assessing IoT challenges in supply chain: A comparative study before and during- COVID-19 using interval valued neutrosophic analytical hierarchy process," Journal of Business Research, Elsevier, vol. 147(C), pages 108-123.
  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. Eduardo Machado & Luiz Felipe Scavarda & Rodrigo Goyannes Gusmão Caiado & Antonio Márcio Tavares Thomé, 2021. "Barriers and Enablers for the Integration of Industry 4.0 and Sustainability in Supply Chains of MSMEs," Sustainability, MDPI, vol. 13(21), pages 1-31, October.
  11. Sumona Mukhuty & Arvind Upadhyay & Holly Rothwell, 2022. "Strategic sustainable development of Industry 4.0 through the lens of social responsibility: The role of human resource practices," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2068-2081, July.
  12. Himanshu Gupta & Manjeet Kharub & Kumar Shreshth & Ashwani Kumar & Donald Huisingh & Anil Kumar, 2023. "Evaluation of strategies to manage risks in smart, sustainable agri‐logistics sector: A Bayesian‐based group decision‐making approach," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 4335-4359, November.
  13. 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).
  14. Maryam Gallab & Hafida Bouloiz & Sekoun Abdoudrahamane Kebe & Mohamed Tkiouat, 2021. "Opportunities and challenges of the industry 4.0 in industrial companies: a survey on Moroccan firms," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 48(3), pages 413-439, September.
  15. Marino-Romero, Jorge Alberto & Palos-Sánchez, Pedro R. & Velicia-Martín, Félix, 2024. "Evolution of digital transformation in SMEs management through a bibliometric analysis," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
  16. Saporiti, Nicolò & Cannas, Violetta Giada & Pozzi, Rossella & Rossi, Tommaso, 2023. "Challenges and countermeasures for digital twin implementation in manufacturing plants: A Delphi study," International Journal of Production Economics, Elsevier, vol. 261(C).
  17. Chen, Zhongfei & Xiao, Yu & Jiang, Kangqi, 2023. "The impact of tax reform on firms' digitalization in China," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
  18. 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).
  19. Arfan Shahzad & Mohd Syarol Azuan bin Zakaria & Herbert Kotzab & Muhammad Abdul Majid Makki & Aamir Hussain & Julia Fischer, 2023. "Adoption of fourth industrial revolution 4.0 among Malaysian small and medium enterprises (SMEs)," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
  20. Usama Awan & Robert Sroufe & Karoly Bozan, 2022. "Designing Value Chains for Industry 4.0 and a Circular Economy: A Review of the Literature," Sustainability, MDPI, vol. 14(12), pages 1-20, June.
  21. Alok Raj & Anand Jeyaraj, 2023. "Antecedents and consequents of industry 4.0 adoption using technology, organization and environment (TOE) framework: A meta-analysis," Annals of Operations Research, Springer, vol. 322(1), pages 101-124, March.
  22. Ghannouchi, Imen, 2023. "Examining the dynamic nexus between industry 4.0 technologies and sustainable economy: New insights from empirical evidence using GMM estimator across 20 OECD nations," Technology in Society, Elsevier, vol. 75(C).
  23. 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.
  24. Ghadimi, Pezhman & Donnelly, Oisin & Sar, Kubra & Wang, Chao & Azadnia, Amir Hossein, 2022. "The successful implementation of industry 4.0 in manufacturing: An analysis and prioritization of risks in Irish industry," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  25. Sivarajah, Uthayasankar & Kumar, Sachin & Kumar, Vinod & Chatterjee, Sheshadri & Li, Jing, 2024. "A study on big data analytics and innovation: From technological and business cycle perspectives," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
  26. Guilherme Luz Tortorella & Flavio S. Fogliatto & Michel J. Anzanello & Alejandro Mac Cawley Vergara & Roberto Vassolo & Jose Arturo Garza-Reyes, 2023. "Modeling the impact of industry 4.0 base technologies on the development of organizational learning capabilities," Operations Management Research, Springer, vol. 16(3), pages 1091-1104, September.
  27. Mukherjee, Abheek Anjan & Raj, Alok & Aggarwal, Shikha, 2023. "Identification of barriers and their mitigation strategies for industry 5.0 implementation in emerging economies," International Journal of Production Economics, Elsevier, vol. 257(C).
  28. Raj, Alok & Mukherjee, Abheek Anjan & de Sousa Jabbour, Ana Beatriz Lopes & Srivastava, Samir K., 2022. "Supply chain management during and post-COVID-19 pandemic: Mitigation strategies and practical lessons learned," Journal of Business Research, Elsevier, vol. 142(C), pages 1125-1139.
  29. Veepan Kumar & Prem Vrat & Ravi Shankar, 2021. "Prioritization of strategies to overcome the barriers in Industry 4.0: a hybrid MCDM approach," OPSEARCH, Springer;Operational Research Society of India, vol. 58(3), pages 711-750, September.
  30. Nagendra Kumar Sharma & Vimal Kumar & Kuei-Kuei Lai & Wen-Kuo Chen, 2022. "Perceived Impediments and Anticipated Solutions to HR (Human Resource) Towards Implementing Industry 4.0 in SMEs: Impediments and Anticipated Solutions to HR," International Journal of Technology and Human Interaction (IJTHI), IGI Global, vol. 18(7), pages 1-26, June.
  31. Sharma, Mahak & Sehrawat, Rajat & Daim, Tugrul & Shaygan, Amir, 2021. "Technology assessment: Enabling Blockchain in hospitality and tourism sectors," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
  32. Cugno, Monica & Castagnoli, Rebecca & Büchi, Giacomo, 2021. "Openness to Industry 4.0 and performance: The impact of barriers and incentives," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
  33. Dwivedi, Ashish & Moktadir, Md. Abdul & Chiappetta Jabbour, Charbel José & de Carvalho, Daniel Estima, 2022. "Integrating the circular economy and industry 4.0 for sustainable development: Implications for responsible footwear production in a big data-driven world," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  34. Rimalini Gadekar & Bijan Sarkar & Ashish Gadekar, 2022. "Key performance indicator based dynamic decision-making framework for sustainable Industry 4.0 implementation risks evaluation: reference to the Indian manufacturing industries," Annals of Operations Research, Springer, vol. 318(1), pages 189-249, November.
  35. Virmani, Naveen & Sharma, Shikha & Kumar, Anil & Luthra, Sunil, 2023. "Adoption of industry 4.0 evidence in emerging economy: Behavioral reasoning theory perspective," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
  36. Rodríguez-Espíndola, Oscar & Chowdhury, Soumyadeb & Dey, Prasanta Kumar & Albores, Pavel & Emrouznejad, Ali, 2022. "Analysis of the adoption of emergent technologies for risk management in the era of digital manufacturing," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
  37. 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.
  38. Jože Rožanec & Elena Trajkova & Inna Novalija & Patrik Zajec & Klemen Kenda & Blaž Fortuna & Dunja Mladenić, 2022. "Enriching Artificial Intelligence Explanations with Knowledge Fragments," Future Internet, MDPI, vol. 14(5), pages 1-13, April.
  39. El Merroun Mohamed & Istvan Janos Bartók & Alkhlaifat Osama, 2024. "Achieving Environmental sustainability through the adoption of industry 4.0: an exploratory case study within the information technology industry," Logistics, Supply Chain, Sustainability and Global Challenges, Sciendo, vol. 15(s1), pages 10-28.
  40. 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).
  41. Claudiu George Bocean & Anca Antoaneta Vărzaru, 2023. "EU countries’ digital transformation, economic performance, and sustainability analysis," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-15, December.
  42. Tamvada, Jagannadha Pawan & Narula, Sanjiv & Audretsch, David & Puppala, Harish & Kumar, Anil, 2022. "Adopting new technology is a distant dream? The risks of implementing Industry 4.0 in emerging economy SMEs," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
  43. Uddin, Mohammad Rajib & Akter, Shahriar & Lee, Wai Jin Thomas, 2024. "Developing a data breach protection capability framework in retailing," International Journal of Production Economics, Elsevier, vol. 271(C).
  44. Belhadi, Amine & Kamble, Sachin S. & Chiappetta Jabbour, Charbel Jose & Mani, Venkatesh & Khan, Syed Abdul Rehman & Touriki, Fatima Ezahra, 2022. "A self-assessment tool for evaluating the integration of circular economy and industry 4.0 principles in closed-loop supply chains," International Journal of Production Economics, Elsevier, vol. 245(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. Tan Ching Ng & Sie Yee Lau & Morteza Ghobakhloo & Masood Fathi & Meng Suan Liang, 2022. "The Application of Industry 4.0 Technological Constituents for Sustainable Manufacturing: A Content-Centric Review," Sustainability, MDPI, vol. 14(7), pages 1-21, April.
  47. Gan, Xiaolong & Liu, Lanchi & Wen, Tao & Webber, Ronald, 2022. "Modelling interrelationships between barriers to adopting green building technologies in China's rural housing via grey-DEMATEL," Technology in Society, Elsevier, vol. 70(C).
  48. Appolloni, Andrea & Chiappetta Jabbour, Charbel Jose & D'Adamo, Idiano & Gastaldi, Massimo & Settembre-Blundo, Davide, 2022. "Green recovery in the mature manufacturing industry: The role of the green-circular premium and sustainability certification in innovative efforts," Ecological Economics, Elsevier, vol. 193(C).
  49. Karmaker, Chitra Lekha & Bari, A.B.M. Mainul & Anam, Md. Zahidul & Ahmed, Tazim & Ali, Syed Mithun & de Jesus Pacheco, Diego Augusto & Moktadir, Md. Abdul, 2023. "Industry 5.0 challenges for post-pandemic supply chain sustainability in an emerging economy," International Journal of Production Economics, Elsevier, vol. 258(C).
  50. Manavalan Ethirajan & Thanigai Arasu M & Jayakrishna Kandasamy & Vimal K.E.K & Simon Peter Nadeem & Anil Kumar, 2021. "Analysing the risks of adopting circular economy initiatives in manufacturing supply chains," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 204-236, January.
  51. Samir Abdulnour & Chantal Baril & Georges Abdulnour & Sébastien Gamache, 2022. "Implementation of Industry 4.0 Principles and Tools: Simulation and Case Study in a Manufacturing SME," Sustainability, MDPI, vol. 14(10), pages 1-20, May.
  52. 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).
  53. 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).
  54. Chen, Fu & Zhang, Wanyue & Chen, Run & Jiang, Feifei & Ma, Jing & Zhu, Xinhua, 2024. "Adapting carbon neutrality: Tailoring advanced emission strategies for developing countries," Applied Energy, Elsevier, vol. 361(C).
  55. Akhtar, Pervaiz & Ghouri, Arsalan Mujahid & Ashraf, Aniqa & Lim, Jia Jia & Khan, Naveed R & Ma, Shuang, 2024. "Smart product platforming powered by AI and generative AI: Personalization for the circular economy," International Journal of Production Economics, Elsevier, vol. 273(C).
  56. Rahmani, Amir & Aboojafari, Roohallah & Bonyadi Naeini, Ali & Mashayekh, Javad, 2024. "Adoption of digital innovation for resource efficiency and sustainability in the metal industry," Resources Policy, Elsevier, vol. 90(C).
  57. Deniz DERAL & Şirin Gizem KÖSE & İpek KAZANÇOĞLU, 2024. "Barriers to Digital Supply Chain Management: A Qualitative Research," Yildiz Social Science Review, Yildiz Technical University, vol. 10(1), pages 28-42.
  58. Roland Zs. Szabo & Iva Vuksanović Herceg & Robert Hanák & Lilla Hortovanyi & Anita Romanová & Marian Mocan & Dragan Djuričin, 2020. "Industry 4.0 Implementation in B2B Companies: Cross-Country Empirical Evidence on Digital Transformation in the CEE Region," Sustainability, MDPI, vol. 12(22), pages 1-20, November.
  59. 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).
  60. Abdullah Tirgil & Derya Fındık, 2023. "How Does Awareness Toward the Industry 4.0 Applications Affect Firms' Financial and Innovation Performance?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 1900-1922, June.
  61. James, Ajith Tom & Kumar, Girish & Tayal, Pushpal & Chauhan, Ashwin & Wadhawa, Chirag & Panchal, Jasmin, 2022. "Analysis of human resource management challenges in implementation of industry 4.0 in Indian automobile industry," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
  62. 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).
  63. Yang, Yang & Chen, Wanying & Yu, Zhuangxiong, 2023. "Local government debt and corporate digital transformation: Evidence from China," Finance Research Letters, Elsevier, vol. 57(C).
  64. Kazantsev, Nikolai & Petrovskyi, Oleksii & Müller, Julian M., 2023. "From supply chains towards manufacturing ecosystems: A system dynamics model," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
  65. Wasapon Thanabodypath & Achara Chandrachai & Sudkate Chaiyo & Orawon Chailapakul, 2021. "Industrial Buyer Innovation Adoption Model: A Focus on a Smartphone-Based Electrochemical Analytical Device for Toxic Heavy Metal Detection," Sustainability, MDPI, vol. 13(21), pages 1-21, October.
  66. Mahsa Pishdar & Masoumeh Danesh Shakib & Jurgita Antucheviciene & Arvydas Vilkonis, 2021. "Interval Type-2 Fuzzy Super SBM Network DEA for Assessing Sustainability Performance of Third-Party Logistics Service Providers Considering Circular Economy Strategies in the Era of Industry 4.0," Sustainability, MDPI, vol. 13(11), pages 1-18, June.
  67. Justy, Théo & Pellegrin-Boucher, Estelle & Lescop, Denis & Granata, Julien & Gupta, Shivam, 2023. "On the edge of Big Data: Drivers and barriers to data analytics adoption in SMEs," Technovation, Elsevier, vol. 127(C).
  68. Hasin Md. Muhtasim Taqi & S. M. Shafaat Akhter Nur & Sheak Salman & Tazim Ahmed & Sudipa Sarker & Syed Mithun Ali & Bathrinath Sankaranarayanan, 2023. "Behavioural factors for Industry 4.0 adoption: implications for knowledge-based supply chains," Operations Management Research, Springer, vol. 16(3), pages 1122-1139, September.
  69. 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).
  70. Ankur Tayal & Saurabh Agrawal & Rajan Yadav, 2024. "Implementation of industry 4.0 in construction industry: a review," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 15(9), pages 4163-4182, September.
  71. Michal Wisniewski, 2021. "The Role of Integral Model of Critical Infrastructure Safety in Industry 4.0," European Research Studies Journal, European Research Studies Journal, vol. 0(3), pages 1153-1188.
  72. Ravi Shankar & Laxmi Gupta, 2024. "Modelling risks in transition from Industry 4.0 to Industry 5.0," Annals of Operations Research, Springer, vol. 342(2), pages 1275-1320, November.
  73. Radosław Miśkiewicz & Radosław Wolniak, 2020. "Practical Application of the Industry 4.0 Concept in a Steel Company," Sustainability, MDPI, vol. 12(14), pages 1-21, July.
  74. Yilmaz, Aysegul & Dora, Manoj & Hezarkhani, Behzad & Kumar, Maneesh, 2022. "Lean and industry 4.0: Mapping determinants and barriers from a social, environmental, and operational perspective," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
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