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Artificial intelligence in supply chain management: A systematic literature review

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Cited by:

  1. Zhou, Huiyang & Wang, Ruzhou & Zhang, Xiyu & Chang, Minyen, 2024. "The impact of digital technology adoption on corporate supply chain concentration: Evidence from patent analysis," Finance Research Letters, Elsevier, vol. 64(C).
  2. Chowdhury, Soumyadeb & Ren, Shuang & Richey, Robert Glenn, 2025. "Leveraging artificial intelligence to facilitate green servitization: Resource orchestration and Re-institutionalization perspectives," International Journal of Production Economics, Elsevier, vol. 281(C).
  3. Guilherme Francisco Frederico, 2023. "ChatGPT in Supply Chains: Initial Evidence of Applications and Potential Research Agenda," Logistics, MDPI, vol. 7(2), pages 1-9, April.
  4. Prabal Das & Nabendu Sen, 2025. "A Stochastic Stock-Linked Pricing Framework for Production–Inventory Optimization: Evidence of Profit Gains over Traditional Models," SN Operations Research Forum, Springer, vol. 6(4), pages 1-34, December.
  5. Hongyi Mao & Tao Zhang & Qing Tang, 2021. "Research Framework for Determining How Artificial Intelligence Enables Information Technology Service Management for Business Model Resilience," Sustainability, MDPI, vol. 13(20), pages 1-14, October.
  6. Al-kahtib, Ayman & Alghababsheh, Mohammad & Khattab, Mais, 2025. "The role of organizational ambidexterity and frugal innovation in enhancing circular supply chains: The effect of artificial intelligence capabilities," Technological Forecasting and Social Change, Elsevier, vol. 210(C).
  7. Rao, Amar & Sharma, Gagan Deep & Tiwari, Aviral Kumar & Hossain, Mohammad Razib & Dev, Dhairya, 2025. "Crude oil Price forecasting: Leveraging machine learning for global economic stability," Technological Forecasting and Social Change, Elsevier, vol. 216(C).
  8. Mengmeng Wang & Xiaoming Pan, 2022. "Drivers of Artificial Intelligence and Their Effects on Supply Chain Resilience and Performance: An Empirical Analysis on an Emerging Market," Sustainability, MDPI, vol. 14(24), pages 1-16, December.
  9. Yigit Kazancoglu & Sachin Kumar Mangla & Sunil Luthra & Mamta Rani Agarwal, 2025. "Role of emerging technologies for empowering resilience and transparency in supply chains," Annals of Operations Research, Springer, vol. 353(3), pages 977-1018, October.
  10. Nguyen, Tiep & Duong, Quang Huy & Nguyen, Truong Van & Zhu, You & Zhou, Li, 2022. "Knowledge mapping of digital twin and physical internet in Supply Chain Management: A systematic literature review," International Journal of Production Economics, Elsevier, vol. 244(C).
  11. Chen Qu & Eunyoung Kim, 2024. "Reviewing the Roles of AI-Integrated Technologies in Sustainable Supply Chain Management: Research Propositions and a Framework for Future Directions," Sustainability, MDPI, vol. 16(14), pages 1-27, July.
  12. Manis, K.T. & Madhavaram, Sreedhar, 2023. "AI-Enabled marketing capabilities and the hierarchy of capabilities: Conceptualization, proposition development, and research avenues," Journal of Business Research, Elsevier, vol. 157(C).
  13. Enrique, Daisy Valle & Lerman, Laura Visintainer & Sousa, Paulo Renato de & Benitez, Guilherme Brittes & Bigares Charrua Santos, Fernando M. & Frank, Alejandro G., 2022. "Being digital and flexible to navigate the storm: How digital transformation enhances supply chain flexibility in turbulent environments," International Journal of Production Economics, Elsevier, vol. 250(C).
  14. Mihaela Gabriela Belu & Ana Maria Marinoiu, 2025. "AI-Enabled Supply Chain Management: A Bibliometric Analysis Using VOSviewer and RStudio Bibliometrix Software Tools," Sustainability, MDPI, vol. 17(5), pages 1-28, February.
  15. Abdullah Alhamad & Hashed Mabkhot, 2023. "Determinants of Product Innovation Performance in Aviation Industry in Saudi Arabia," Economies, MDPI, vol. 11(2), pages 1-18, February.
  16. Costa, Alessandra & Crupi, Antonio & Cesaroni, Fabrizio & Abbate, Tindara, 2025. "Exploring the role of artificial intelligence in addressing sustainable development. A semantic analysis of AI patents," Technovation, Elsevier, vol. 148(C).
  17. Jeetu Rana & Yash Daultani, 2023. "Mapping the Role and Impact of Artificial Intelligence and Machine Learning Applications in Supply Chain Digital Transformation: A Bibliometric Analysis," Operations Management Research, Springer, vol. 16(4), pages 1641-1666, December.
  18. Shree, Deep & Kumar Singh, Rajesh & Paul, Justin & Hao, Andy & Xu, Shichun, 2021. "Digital platforms for business-to-business markets: A systematic review and future research agenda," Journal of Business Research, Elsevier, vol. 137(C), pages 354-365.
  19. Sagarika Mishra & Michael T. Ewing & Holly B. Cooper, 2022. "Artificial intelligence focus and firm performance," Journal of the Academy of Marketing Science, Springer, vol. 50(6), pages 1176-1197, November.
  20. Li, Lixu & Liu, Yaoqi & Jin, Yong & Cheng, T.C. Edwin & Zhang, Qianjun, 2024. "Generative AI-enabled supply chain management: The critical role of coordination and dynamism," International Journal of Production Economics, Elsevier, vol. 277(C).
  21. Lukács, Eszter & Mallek, Sabrine & Cheng, Jiyang, 2026. "Generative AI-driven transition to circular and responsible supply chains: Unpacking the dynamics of eco-centric design intelligence and ethical responsiveness," Technological Forecasting and Social Change, Elsevier, vol. 225(C).
  22. Loske, Dominic & Klumpp, Matthias, 2021. "Human-AI collaboration in route planning: An empirical efficiency-based analysis in retail logistics," International Journal of Production Economics, Elsevier, vol. 241(C).
  23. Niloofar Jahani & Arash Sepehri & Hadi Rezaei Vandchali & Erfan Babaee Tirkolaee, 2021. "Application of Industry 4.0 in the Procurement Processes of Supply Chains: A Systematic Literature Review," Sustainability, MDPI, vol. 13(14), pages 1-25, July.
  24. Jing An & Suicheng Li & Jianqi Qiao & Qingyun Yang, 2026. "The impact of smart supply chain management on supply chain transparency: a dynamic resource-based view," Operations Management Research, Springer, vol. 19(1), pages 1-24, March.
  25. Lin Wu & Zhewei Zhang & Jimmy Huang & I-Hsuan Su & Shuang Tian, 2025. "Digital Technologies and Supply Chain Resilience: A Resource-Action-Performance Perspective," Information Systems Frontiers, Springer, vol. 27(5), pages 2137-2158, October.
  26. Kordestani, Arash & Oghazi, Pejvak & Mostaghel, Rana, 2023. "Smart contract diffusion in the pharmaceutical blockchain: the battle of counterfeit drugs," Journal of Business Research, Elsevier, vol. 158(C).
  27. Kumar, Shashank & Raut, Rakesh D. & Queiroz, Maciel M. & Narkhede, Balkrishna E., 2021. "Mapping the barriers of AI implementations in the public distribution system: The Indian experience," Technology in Society, Elsevier, vol. 67(C).
  28. Logožar, Klavdij, 2025. "The role of Artificial Intelligence in Supply Chain Management: A systematic Literature Review," Proceedings of the ENTRENOVA - ENTerprise REsearch InNOVAtion Conference (2024), Hybrid Conference, Dubrovnik, Croatia, in: Proceedings of the ENTRENOVA - ENTerprise REsearch InNOVAtion Conference, Hybrid Conference, Dubrovnik, Croatia, 5-7 September, 2024, pages 328-337, IRENET - Society for Advancing Innovation and Research in Economy, Zagreb.
  29. Toorajipour, Reza & Oghazi, Pejvak & Sohrabpour, Vahid & Patel, Pankaj C. & Mostaghel, Rana, 2022. "Block by block: A blockchain-based peer-to-peer business transaction for international trade," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
  30. Kopalle, Praveen K. & Lehmann, Donald R. & Ramachandran, Divya & Wetzels, Ruud, 2025. "Journal of Business Research Publications 1973–2024: Topics, methodological approaches, data, and analyses conducted," Journal of Business Research, Elsevier, vol. 194(C).
  31. Yuanfei Cui & Fengtong Yao, 2024. "RETRACTED ARTICLE: Integrating Deep Learning and Reinforcement Learning for Enhanced Financial Risk Forecasting in Supply Chain Management," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 20091-20110, December.
  32. Behl, Abhishek & Bhardwaj, Shikha & Jayawardena, Nirma & Pereira, Vijay & Roohanifar, Mohammad, 2026. "Grass is always dark(er) on the other side: Exploring the dark side of artificial intelligence humanitarian supply chain operations," Technological Forecasting and Social Change, Elsevier, vol. 224(C).
  33. Goodell, John W. & Kumar, Satish & Lim, Weng Marc & Pattnaik, Debidutta, 2021. "Artificial intelligence and machine learning in finance: Identifying foundations, themes, and research clusters from bibliometric analysis," Journal of Behavioral and Experimental Finance, Elsevier, vol. 32(C).
  34. Aloini, Davide & Benevento, Elisabetta & Dulmin, Riccardo & Guerrazzi, Emanuele & Mininno, Valeria, 2025. "Unlocking Real-Time Decision-Making in Warehouses: A machine learning-based forecasting and alerting system for cycle time prediction," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 194(C).
  35. Gu, Yun, 2025. "Cross-border multi-level warehouse network optimization: Modeling and application based on mixed-integer linear programming," Operations Research Perspectives, Elsevier, vol. 15(C).
  36. Claudia Aparecida de Mattos & Fernanda Caveiro Correia & Kumiko Oshio Kissimoto, 2024. "Artificial Intelligence Capabilities for Demand Planning Process," Logistics, MDPI, vol. 8(2), pages 1-16, May.
  37. Broekhuizen, Thijs & Dekker, Henri & de Faria, Pedro & Firk, Sebastian & Nguyen, Dinh Khoi & Sofka, Wolfgang, 2023. "AI for managing open innovation: Opportunities, challenges, and a research agenda," Journal of Business Research, Elsevier, vol. 167(C).
  38. Debesh Mishra & Kamalakanta Muduli & Rakesh Raut & Balkrishna Eknath Narkhede & Himanshu Shee & Sujoy Kumar Jana, 2023. "Challenges Facing Artificial Intelligence Adoption during COVID-19 Pandemic: An Investigation into the Agriculture and Agri-Food Supply Chain in India," Sustainability, MDPI, vol. 15(8), pages 1-25, April.
  39. Zhou, Xiaoyong & Li, Gaochao & Wang, Qunwei & Li, Yangganxuan & Zhou, Dequn, 2025. "Artificial intelligence, corporate information governance and ESG performance: Quasi-experimental evidence from China," International Review of Financial Analysis, Elsevier, vol. 102(C).
  40. Abirami Raja Santhi & Padmakumar Muthuswamy, 2022. "Pandemic, War, Natural Calamities, and Sustainability: Industry 4.0 Technologies to Overcome Traditional and Contemporary Supply Chain Challenges," Logistics, MDPI, vol. 6(4), pages 1-32, November.
  41. Mohd Radzi Mohd Daud & Mohd Hafiz Zulfakar, 2024. "Optimization of Warehouse Operations for Upstream Service Companies in the Oil & Gas Industry: A Case Study of XYZ Company," Information Management and Business Review, AMH International, vol. 16(3), pages 424-439.
  42. Xiaozhong Li & Jun Ling, 2023. "The Impact of Manufacturing Intelligence on Green Development Efficiency: A Study Based on Chinese Data," Sustainability, MDPI, vol. 15(9), pages 1-19, May.
  43. Li, Xiaofan & Wang, Qiaochu & Kong, Dongmin & Tao, Yunqing, 2025. "Intelligent manufacturing and corporate human capital upgrade in China," Journal of Asian Economics, Elsevier, vol. 97(C).
  44. Suman Kumar Das & Marco Perona, 2025. "Supply chain risk management automation: A literature review," Electronic Markets, Springer;IIM University of St. Gallen, vol. 35(1), pages 1-27, December.
  45. Ifeyinwa Juliet Orji & Chukwuebuka Martinjoe U-Dominic, 2026. "The effect of supply chain learning in mitigating the challenges to adopting artificial intelligence for supply chain sustainability," Annals of Operations Research, Springer, vol. 358(3), pages 1561-1602, March.
  46. Zeng, Lanyan & Liu, Shi Qiang & Kozan, Erhan & Corry, Paul & Masoud, Mahmoud, 2021. "A comprehensive interdisciplinary review of mine supply chain management," Resources Policy, Elsevier, vol. 74(C).
  47. U. M. Fernandes Dimlo & V. Rupesh & Yeligeti Raju, 2024. "The dynamics of natural language processing and text mining under emerging artificial intelligence techniques," 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 4512-4526, September.
  48. Noor Yusuf & Tareq Al-Ansari, 2023. "Current and Future Role of Natural Gas Supply Chains in the Transition to a Low-Carbon Hydrogen Economy: A Comprehensive Review on Integrated Natural Gas Supply Chain Optimisation Models," Energies, MDPI, vol. 16(22), pages 1-33, November.
  49. EuiBeom Jeong & DonHee Lee, 2025. "AI–human collaboration in services: an integrative framework to uncover the key success factors," Service Business, Springer;Pan-Pacific Business Association, vol. 19(3), pages 1-45, September.
  50. Bahoo, Salman & Cucculelli, Marco & Qamar, Dawood, 2023. "Artificial intelligence and corporate innovation: A review and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
  51. Zhang, Qingyu & Gao, Bohong & Luqman, Adeel, 2022. "Linking green supply chain management practices with competitiveness during covid 19: The role of big data analytics," Technology in Society, Elsevier, vol. 70(C).
  52. Chuanlin Wang, & Guowan Yan & Jing Yang, 2025. "Navigating Employment Transformations: Liberalism vs. Statism in the Era of Industry 4.0," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 27(68), pages 145-145, February.
  53. Naoum Tsolakis & Roman Schumacher & Manoj Dora & Mukesh Kumar, 2023. "Artificial intelligence and blockchain implementation in supply chains: a pathway to sustainability and data monetisation?," Annals of Operations Research, Springer, vol. 327(1), pages 157-210, August.
  54. Ángel Acevedo-Duque & Romel Gonzalez-Diaz & Alejandro Vega-Muñoz & Mirtha Mercedes Fernández Mantilla & Luiz Vicente Ovalles-Toledo & Elena Cachicatari-Vargas, 2021. "The Role of B Companies in Tourism towards Recovery from the Crisis COVID-19 Inculcating Social Values and Responsible Entrepreneurship in Latin America," Sustainability, MDPI, vol. 13(14), pages 1-21, July.
  55. Chaudhary, Anu & Rathour, Ranju Kumari & Solanki, Preeti & Mehta Kakkar, Preeti & Pathania, Shruti & Walia, Abhishek & Baadhe, Rama Raju & Bhatia, Ravi Kant, 2025. "Recent technological advancements in biomass conversion to biofuels and bioenergy for circular economy roadmap," Renewable Energy, Elsevier, vol. 244(C).
  56. Girish Kumar & Rajesh Kumar Singh & Vedpal Arya & Shivam Kumar Mishra, 2024. "Analyzing Barriers in Adoption of Artificial Intelligence for Resilient Health Care Services to Society," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 25(1), pages 179-197, March.
  57. Konrad Henryk Bachanek & Dominik Leszczynski, 2025. "The Role of Artificial Intelligence in Logistics Real Estate Investment Management for Sustainable Development and Strategic Decision-Making," European Research Studies Journal, European Research Studies Journal, vol. 0(2), pages 1207-1219.
  58. Yang, Yimin & Yi, Chaoqun & Li, Hailing & Dong, Xuesong & Yang, Lulu & Wang, Zilong, 2025. "An analysis on the role of artificial intelligence in green supply chains," Technological Forecasting and Social Change, Elsevier, vol. 217(C).
  59. Ankush Singhal, 2024. "The Role of Artificial Intelligence in Enhancing Ad Personalization: A Study on Programmatic Advertising," Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023, Open Knowledge, vol. 3(1), pages 431-445.
  60. Zhang, Junru & Luo, Le & Yang, Joey Wenling, 2026. "Does artificial intelligence mitigate climate change exposure?," Journal of Banking & Finance, Elsevier, vol. 183(C).
  61. Vincenzo Varriale & Antonello Cammarano & Francesca Michelino & Mauro Caputo, 2025. "Critical analysis of the impact of artificial intelligence integration with cutting-edge technologies for production systems," Journal of Intelligent Manufacturing, Springer, vol. 36(1), pages 61-93, January.
  62. Wu, Lin & Huang, Jimmy & Wang, Miao & Kumar, Ajay, 2024. "Unleashing supply chain agility: Leveraging data network effects for digital transformation," International Journal of Production Economics, Elsevier, vol. 277(C).
  63. Tang, Haodan & Wu, Kaiwen & Zhou, Jing, 2025. "Smarter supply chains, stronger resilience? The impact of AI on preparation, response, and recovery," Economics Letters, Elsevier, vol. 254(C).
  64. Saurabh Sharma & Vijay Kumar Gahlawat & Kumar Rahul & Rahul S Mor & Mohit Malik, 2021. "Sustainable Innovations in the Food Industry through Artificial Intelligence and Big Data Analytics," Logistics, MDPI, vol. 5(4), pages 1-16, September.
  65. Wang, Chen & Feng, Chunyuan, 2025. "Digital technology and degree of internationalization – The mediating role of supply chain concentration," Finance Research Letters, Elsevier, vol. 85(PA).
  66. Luka Tomat, 2023. "Artificial Intelligence in Higher Education Research: Insights From Co-Occurrence Analysis," Economic, Social and Environmental Sustainability; The Role of Technology and Political Dialogue,, ToKnowPress.
  67. Wang, Miao & Wang, Yiduo & Feng, Chao, 2025. "Artificial intelligence, institutional environment, and corporate green transformation: Evidence from China's resource-based sector," International Review of Economics & Finance, Elsevier, vol. 103(C).
  68. Tobias Albrecht & Marie-Sophie Baier & Henner Gimpel & Simon Meierhöfer & Maximilian Röglinger & Jörg Schlüchtermann & Lisanne Will, 2024. "Leveraging Digital Technologies in Logistics 4.0: Insights on Affordances from Intralogistics Processes," Information Systems Frontiers, Springer, vol. 26(2), pages 755-774, April.
  69. Mustafa Raza Rabbani & M. Kabir Hassan & Austin Dejan & Abu Bashar & Md. Bokhtiar Hasan, 2024. "A bibliometric analysis of the review papers in finance: Evidence from the last two decades," Review of Financial Economics, John Wiley & Sons, vol. 42(3), pages 241-257, July.
  70. Boqiang Lin & Yitong Zhu, 2025. "Does AI elevate corporate ESG performance? A supply chain perspective," Business Strategy and the Environment, Wiley Blackwell, vol. 34(1), pages 586-597, January.
  71. Santos, Susana & Gonçalves, Helena Martins, 2021. "The consumer decision journey: A literature review of the foundational models and theories and a future perspective," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
  72. Kenneth Ezukwoke & Anis Hoayek & Mireille Batton-Hubert & Xavier Boucher & Pascal Gounet & Jérôme Adrian, 2025. "Big GCVAE: decision-making with adaptive transformer model for failure root cause analysis in semiconductor industry," Journal of Intelligent Manufacturing, Springer, vol. 36(4), pages 2423-2438, April.
  73. Mao, Qilin & Shi, Buchao, 2026. "Intelligent manufacturing and green innovation along the supply chain," Economic Modelling, Elsevier, vol. 154(C).
  74. Zhu, Xiang & Chen, Hongtao & Xiang, Erwei & Qi, Yingjin, 2025. "Digital transformation and corporate green technology transfer: The moderating effect of executive green cognition," Finance Research Letters, Elsevier, vol. 76(C).
  75. Chaohong Na & Xue Chen & Xiaojun Li & Yuting Li & Xiaolan Wang, 2022. "Digital Transformation of Value Chains and CSR Performance," Sustainability, MDPI, vol. 14(16), pages 1-24, August.
  76. Marina Johnson & Rashmi Jain & Peggy Brennan-Tonetta & Ethne Swartz & Deborah Silver & Jessica Paolini & Stanislav Mamonov & Chelsey Hill, 2021. "Impact of Big Data and Artificial Intelligence on Industry: Developing a Workforce Roadmap for a Data Driven Economy," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(3), pages 197-217, September.
  77. Ardavan Babaei & Majid Khedmati & Mohammad Reza Akbari Jokar, 2025. "A comprehensive blockchain-enabled supply chain network design: an iterative model versus an integrated model," Annals of Operations Research, Springer, vol. 354(1), pages 143-192, November.
  78. Jarotschkin, Viktor & Soykoth, Mostofa Wahid & Chaker, Nawar N., 2025. "Artificial intelligence in sales research: Identifying emergent themes and looking forward," Journal of Business Research, Elsevier, vol. 198(C).
  79. Yasheng Chen & Mohammad Islam Biswas, 2021. "Turning Crisis into Opportunities: How a Firm Can Enrich Its Business Operations Using Artificial Intelligence and Big Data during COVID-19," Sustainability, MDPI, vol. 13(22), pages 1-17, November.
  80. Ma, Jia & Xie, Tingting, 2025. "Customer artificial intelligence, supply chain spillover effects, and supplier capacity utilization," International Review of Economics & Finance, Elsevier, vol. 103(C).
  81. Mengjun Li & Ayoung Suh, 2022. "Anthropomorphism in AI-enabled technology: A literature review," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(4), pages 2245-2275, December.
  82. Delke, Vincent & Schiele, Holger & Buchholz, Wolfgang & Kelly, Stephen, 2023. "Implementing Industry 4.0 technologies: Future roles in purchasing and supply management," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
  83. Jing Chen & Saeed Tajdini, 2025. "A moderated model of artificial intelligence adoption in firms and its effects on their performance," Information Technology and Management, Springer, vol. 26(3), pages 407-419, September.
  84. Sudhir Rana, 2025. "Artificial Intelligence and Future of Business Management Research: Key Questions and Opportunities," FIIB Business Review, , vol. 14(5), pages 547-552, October.
  85. Yan, Sen & Ai, Kexin, 2026. "High-speed rail connectivity and supply chain information symmetry: insights from the bullwhip effect," Transport Policy, Elsevier, vol. 178(C).
  86. Zhang, Chen & Li, Rongrong & Wang, Qiang, 2026. "Artificial intelligence and sustainable development: A global nonlinear analysis of the moderating roles of human capital and renewable energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 228(C).
  87. Shenghua Zheng & Haijie Chen, 2025. "Informatization, Digitalization, and Intellectualization: Which Integration Mode Will Determine the Development of Strategic Emerging Industries?," SAGE Open, , vol. 15(2), pages 21582440251, June.
  88. Huangfu, Mingguo & Wang, Zejun & Li, Jiatong & Ye, Xinhai & Wang, Xiaoye & Chen, Mengyao, 2024. "Commercial paper popularization and enterprise risk taking," Finance Research Letters, Elsevier, vol. 64(C).
  89. Azadi, Majid & Yousefi, Saeed & Farzipoor Saen, Reza & Shabanpour, Hadi & Jabeen, Fauzia, 2023. "Forecasting sustainability of healthcare supply chains using deep learning and network data envelopment analysis," Journal of Business Research, Elsevier, vol. 154(C).
  90. Wang, Xiaoqing & Qin, Chuan & Liu, Yufeng & Tanasescu, Cristina & Bao, Jiangnan, 2023. "Emerging enablers of green low-carbon development: Do digital economy and open innovation matter?," Energy Economics, Elsevier, vol. 127(PA).
  91. Mariani, Marcello M. & Machado, Isa & Magrelli, Vittoria & Dwivedi, Yogesh K., 2023. "Artificial intelligence in innovation research: A systematic review, conceptual framework, and future research directions," Technovation, Elsevier, vol. 122(C).
  92. Feliciano-Cestero, María M. & Ameen, Nisreen & Kotabe, Masaaki & Paul, Justin & Signoret, Mario, 2023. "Is digital transformation threatened? A systematic literature review of the factors influencing firms’ digital transformation and internationalization," Journal of Business Research, Elsevier, vol. 157(C).
  93. Daniele Giordino & Elisa Ballesio & Nourah Alshaghdali & Dhruv Galgotia, 2026. "The relationship between organizational focus on AI, financial growth and sustainable development: Evidence from Europe," Post-Print hal-05433094, HAL.
  94. Jan Rymarczyk, 2022. "Transformation of Transnational Corporations’ Supply Chains as a Result of the Fourth Industrial Revolution and the COVID-19 Pandemic," Sustainability, MDPI, vol. 14(9), pages 1-15, May.
  95. Pournader, Mehrdokht & Ghaderi, Hadi & Hassanzadegan, Amir & Fahimnia, Behnam, 2021. "Artificial intelligence applications in supply chain management," International Journal of Production Economics, Elsevier, vol. 241(C).
  96. Ioannis Adamopoulos & Lester Allan Lasrado & Raghava Rao Mukkamala, 2026. "A Systematic Literature Review of Machine Learning and Artificial Intelligence Applications for Sustainable Logistics: Current Trends and Future Directions," Circular Economy and Sustainability, Springer, vol. 6(2), pages 1-48, April.
  97. Xu, Chongchong & Du, Anna Min & Lin, Boqiang, 2025. "Robot adoption and corporate supply chain efficiency: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 94(C).
  98. Johannes Hangl & Viktoria Joy Behrens & Simon Krause, 2022. "Barriers, Drivers, and Social Considerations for AI Adoption in Supply Chain Management: A Tertiary Study," Logistics, MDPI, vol. 6(3), pages 1-22, September.
  99. Bernardo Pereira Bastos, 2023. "Contribution of hotels’ revenue management for supply chain sustainability," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 22(4), pages 294-305, August.
  100. Desmond Ohene Poku, 2025. "Developing Resilient, Technology-Enabled Supply Chains to Strengthen National Security and Ensure Critical Goods Availability," International Journal of Scientific Research and Modern Technology, Prasu Publications, vol. 4(9), pages 86-97.
  101. Zhang, Yanming & Huo, Baofeng & Haney, Mark H. & Kang, Mingu, 2022. "The effect of buyer digital capability advantage on supplier unethical behavior: A moderated mediation model of relationship transparency and relational capital," International Journal of Production Economics, Elsevier, vol. 253(C).
  102. Abhishek Behl & Brinda Sampat & Vijay Pereira & Charbel José Chiappetta Jabbour, 2025. "The role played by responsible artificial intelligence (RAI) in improving supply chain performance in the MSME sector: an empirical inquiry," Annals of Operations Research, Springer, vol. 354(1), pages 5-34, November.
  103. Lijie Lin & Xiangyu Zhang, 2025. "Research on the Impact of Enterprise Artificial Intelligence on Supply Chain Resilience: Empirical Evidence from Chinese Listed Companies," Sustainability, MDPI, vol. 17(19), pages 1-24, September.
  104. Giordino, Daniele & Ballesio, Elisa & Alshaghdali, Nourah & Galgotia, Dhruv, 2026. "The relationship between organizational focus on AI, financial growth and sustainable development: Evidence from Europe," Technological Forecasting and Social Change, Elsevier, vol. 224(C).
  105. Viachaslau Filimonau & Mark Ashton & Belén Derqui & Gilda Hernandez‐Maskivker, 2025. "Exploring How Artificial Intelligence (AI) Can Enable Sustainability in the Hospitality Industry," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(6), pages 9123-9143, December.
  106. Qiao, Penghua & Xie, Yusha & Fung, Anna & Feng, Keyou & Fung, Hung-Gay, 2025. "Optimizing smart supply chain for enhanced corporate ESG performance," International Review of Financial Analysis, Elsevier, vol. 97(C).
  107. Adewale Hassan, 2024. "Examining the drivers of artificial intelligence adoption in Nigeria’s supply chain management landscape," International Journal of Business Ecosystem & Strategy (2687-2293), Bussecon International Academy, vol. 6(2), pages 122-137, April.
  108. Marcel Herold & Marc R.H. Roedenbeck, 2025. "AI-Driven Research in the Recruitment and Selection Process: Application of an AI Taxonomy With a Systematic Literature Review," SAGE Open, , vol. 15(3), pages 21582440251, August.
  109. Hui Zhu, 2023. "Oil Demand Forecasting in Importing and Exporting Countries: AI-Based Analysis of Endogenous and Exogenous Factors," Sustainability, MDPI, vol. 15(18), pages 1-19, September.
  110. Abadie, Amelie & Roux, Mélanie & Chowdhury, Soumyadeb & Dey, Prasanta, 2023. "Interlinking organisational resources, AI adoption and omnichannel integration quality in Ghana’s healthcare supply chain," Journal of Business Research, Elsevier, vol. 162(C).
  111. Hwan-Ho Noh & Hye Bin Rim & Byung-Kwan Lee, 2025. "Exploring User Attitudes and Trust Toward ChatGPT as a Social Actor: A UTAUT-Based Analysis," SAGE Open, , vol. 15(2), pages 21582440251, June.
  112. Ming, Xin & Wang, Qiang & Liu, Yan, 2025. "The performance implications of R&D collaborations on artificial intelligence," Technovation, Elsevier, vol. 145(C).
  113. Abbas, Khalid, 2026. "Management accounting and artificial intelligence: A comprehensive literature review and recommendations for future research," The British Accounting Review, Elsevier, vol. 58(2).
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