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The impact of big data analytics and artificial intelligence on green supply chain process integration and hospital environmental performance

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  1. Chotia, Varun & Cheng, Yue & Agarwal, Reeti & Vishnoi, Sushant Kumar, 2024. "AI-enabled Green Business Strategy: Path to carbon neutrality via environmental performance and green process innovation," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
  2. Pham, Phuoc & Zhang, Huilan & Gao, Wenlian & Zhu, Xiaowei, 2024. "Determinants and performance outcomes of artificial intelligence adoption: Evidence from U.S. Hospitals," Journal of Business Research, Elsevier, vol. 172(C).
  3. Ahmad Ali Atieh Ali & Abdallah A. S. Fayad & Abdulrahman Alomair & Abdulaziz S. Al Naim, 2024. "The Role of Digital Supply Chain on Inventory Management Effectiveness within Engineering Companies in Jordan," Sustainability, MDPI, vol. 16(18), pages 1-25, September.
  4. Feng, Yunting & Lai, Kee-hung & Zhu, Qinghua, 2022. "Green supply chain innovation: Emergence, adoption, and challenges," International Journal of Production Economics, Elsevier, vol. 248(C).
  5. Lin Wu & Jimmy Huang & Miao Wang & Ajay Kumar, 2024. "Unleashing supply chain agility : Leveraging data network effects for digital transformation," Post-Print hal-04850421, HAL.
  6. 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).
  7. Vaggelis Papachristos & Constantinos Antonopoulos & Nikolaos P. Rachaniotis & Dimitris Spontas & Thomas K. Dasaklis, 2023. "The Potential of ICT Adoption in Promoting Sustainable and Resilient Supply Chains: Evidence from Greek Logistics Firms," Sustainability, MDPI, vol. 15(22), pages 1-20, November.
  8. Lin, Jiabao & Fan, Yuchen, 2024. "Seeking sustainable performance through organizational resilience: Examining the role of supply chain integration and digital technology usage," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
  9. Muhammad Noman Shafique & Ammar Rashid & Sook Fern Yeo & Umar Adeel, 2023. "Transforming Supply Chains: Powering Circular Economy with Analytics, Integration and Flexibility Using Dual Theory and Deep Learning with PLS-SEM-ANN Analysis," Sustainability, MDPI, vol. 15(15), pages 1-23, August.
  10. Bag, Surajit & Rahman, Muhammad Sabbir & Srivastava, Gautam & Shore, Adam & Ram, Pratibha, 2023. "Examining the role of virtue ethics and big data in enhancing viable, sustainable, and digital supply chain performance," Technological Forecasting and Social Change, Elsevier, vol. 186(PB).
  11. 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).
  12. Shaker Salem Abuzawida & Ahmad Bassam Alzubi & Kolawole Iyiola, 2023. "Sustainable Supply Chain Practices: An Empirical Investigation from the Manufacturing Industry," Sustainability, MDPI, vol. 15(19), pages 1-24, September.
  13. 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).
  14. Munir, Muhammad Adeel & Hussain, Amjad & Farooq, Muhammad & Rehman, Ateekh Ur & Masood, Tariq, 2024. "Building resilient supply chains: Empirical evidence on the contributions of ambidexterity, risk management, and analytics capability," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  15. Chen, Pengyu & Chu, Zhongzhu & Zhao, Miao, 2024. "The Road to corporate sustainability: The importance of artificial intelligence," Technology in Society, Elsevier, vol. 76(C).
  16. Md Ahsan Uddin Murad & Dilek Cetindamar & Subrata Chakraborty, 2022. "Identifying the Key Big Data Analytics Capabilities in Bangladesh’s Healthcare Sector," Sustainability, MDPI, vol. 14(12), pages 1-21, June.
  17. Stavros Sindakis & Saloome Showkat & Jiafu Su, 2023. "Unveiling the Influence: Exploring the Impact of Interrelationships among E-Commerce Supply Chain Members on Supply Chain Sustainability," Sustainability, MDPI, vol. 15(24), pages 1-27, December.
  18. Jinxia Jiao & ChenGuang Liu & Yan Xu & Zirong Hao, 2022. "Effects of strategic flexibility and organizational slack on the relationship between green operational practices adoption and firm performance," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(3), pages 561-577, May.
  19. Akram, Rabia & Li, Qiyuan & Srivastava, Mohit & Zheng, Yulu & Irfan, Muhammad, 2024. "Nexus between green technology innovation and climate policy uncertainty: Unleashing the role of artificial intelligence in an emerging economy," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  20. Qingyu Zhang & Aman Ullah & Sana Ashraf & Muhammad Abdullah, 2024. "Synergistic Impact of Internet of Things and Big-Data-Driven Supply Chain on Sustainable Firm Performance," Sustainability, MDPI, vol. 16(13), pages 1-20, July.
  21. Mansour Naser Alraja & Rabia Imran & Basel M. Khashab & Mahmood Shah, 2022. "Technological Innovation, Sustainable Green Practices and SMEs Sustainable Performance in Times of Crisis (COVID-19 pandemic)," Information Systems Frontiers, Springer, vol. 24(4), pages 1081-1105, August.
  22. Fosso Wamba, Samuel & Queiroz, Maciel M. & Trinchera, Laura, 2024. "The role of artificial intelligence-enabled dynamic capability on environmental performance: The mediation effect of a data-driven culture in France and the USA," International Journal of Production Economics, Elsevier, vol. 268(C).
  23. Lai, Aolin & Li, Zhenran & Hu, Xiurong & Wang, Qunwei, 2024. "Does digital economy improve city-level eco-efficiency in China?," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1198-1213.
  24. Xie, Zaiyang & Wang, Jie & Miao, Ling, 2021. "Big data and emerging market firms’ innovation in an open economy: The diversification strategy perspective," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
  25. Twinkle Singh & Jeanne Poulose & Vinod Sharma, 2025. "Data-Driven Sustainability: Revolutionizing Hospital Supply Chains through Big Data Analytics," SN Operations Research Forum, Springer, vol. 6(1), pages 1-32, March.
  26. Ahmadova, Gozal & Delgado-Márquez, Blanca L. & Pedauga, Luis E. & Leyva-de la Hiz, Dante I., 2022. "Too good to be true: The inverted U-shaped relationship between home-country digitalization and environmental performance," Ecological Economics, Elsevier, vol. 196(C).
  27. Oesterreich, Thuy Duong & Anton, Eduard & Teuteberg, Frank & Dwivedi, Yogesh K, 2022. "The role of the social and technical factors in creating business value from big data analytics: A meta-analysis," Journal of Business Research, Elsevier, vol. 153(C), pages 128-149.
  28. Yu, Yubing & Xu, Jiawei & Zhang, Justin Z. & Liu, Yulong (David) & Kamal, Muhammad Mustafa & Cao, Yanhong, 2024. "Unleashing the power of AI in manufacturing: Enhancing resilience and performance through cognitive insights, process automation, and cognitive engagement," International Journal of Production Economics, Elsevier, vol. 270(C).
  29. Benzidia, Smaïl & Makaoui, Naouel & Subramanian, Nachiappan, 2021. "Impact of ambidexterity of blockchain technology and social factors on new product development: A supply chain and Industry 4.0 perspective," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
  30. Li Li & Weimin Li, 2022. "The Promoting Effect of Green Technology Innovations on Sustainable Supply Chain Development: Evidence from China’s Transport Sector," Sustainability, MDPI, vol. 14(8), pages 1-16, April.
  31. Changchun Zhu & Jianguo Du & Fakhar Shahzad & Muhammad Umair Wattoo, 2022. "Environment Sustainability Is a Corporate Social Responsibility: Measuring the Nexus between Sustainable Supply Chain Management, Big Data Analytics Capabilities, and Organizational Performance," Sustainability, MDPI, vol. 14(6), pages 1-20, March.
  32. Li, Lixu & Zhu, Wenwen & Chen, Lujie & Liu, Yaoqi, 2024. "Generative AI usage and sustainable supply chain performance: A practice-based view," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 192(C).
  33. Sariyer, Gorkem & Mangla, Sachin Kumar & Kazancoglu, Yigit & Jain, Vranda & Ataman, Mustafa Gokalp, 2023. "Data-driven decision making for modelling covid-19 and its implications: A cross-country study," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
  34. Basile, L.J. & Carbonara, N. & Panniello, U. & Pellegrino, R., 2024. "The role of big data analytics in improving the quality of healthcare services in the Italian context: The mediating role of risk management," Technovation, Elsevier, vol. 133(C).
  35. Al-Omoush, Khaled Saleh & Garcia-Monleon, Fernando & Mas Iglesias, José Manuel, 2024. "Exploring the interaction between big data analytics, frugal innovation, and competitive agility: The mediating role of organizational learning," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  36. W. Shabeena Shah & Zakaria Elkhwesky & K. Mohamed Jasim & Esraa Fayez Youssif Elkhwesky & Fady Fayez Youssif Elkhwesky, 2024. "Artificial intelligence in healthcare services: past, present and future research directions," Review of Managerial Science, Springer, vol. 18(3), pages 941-963, March.
  37. Zhong, Wenli & Liu, Yang & Dong, Kangyin & Ni, Guohua, 2024. "Assessing the synergistic effects of artificial intelligence on pollutant and carbon emission mitigation in China," Energy Economics, Elsevier, vol. 138(C).
  38. Li, Longda, 2024. "The environmental spillovers of buyers' digital transformation: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  39. Amit Kumar Gupta & Narain Gupta, 2021. "Environment Practices Mediating the Environmental Compliance and firm Performance: An Institutional Theory Perspective from Emerging Economies," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(3), pages 157-178, September.
  40. Ayman wael AL-Khatib & Ahmed Shuhaiber, 2022. "Green Intellectual Capital and Green Supply Chain Performance: Does Big Data Analytics Capabilities Matter?," Sustainability, MDPI, vol. 14(16), pages 1-23, August.
  41. Chand Bhatt, Priyanka & Kumar, Vimal & Lu, Tzu-Chuen & Daim, Tugrul, 2021. "Technology convergence assessment: Case of blockchain within the IR 4.0 platform," Technology in Society, Elsevier, vol. 67(C).
  42. Tan, Fuqiang & Zhang, Qingyu & Mehrotra, Ankit & Attri, Rekha & Tiwari, Himanshi, 2024. "Unlocking venture growth: Synergizing big data analytics, artificial intelligence, new product development practices, and inter-organizational digital capability," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  43. 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).
  44. Xu, Yingying & Shao, Xuefeng & Tanasescu, Cristina, 2024. "How are artificial intelligence, carbon market, and energy sector connected? A systematic analysis of time-frequency spillovers," Energy Economics, Elsevier, vol. 132(C).
  45. Yi Lin & Xin Qi & Lijuan Wang, 2024. "Digital Transformation and Carbon Intensity: Evidence from Chinese Tourism Companies," Sustainability, MDPI, vol. 16(21), pages 1-22, October.
  46. Dicuonzo, Grazia & Donofrio, Francesca & Fusco, Antonio & Shini, Matilda, 2023. "Healthcare system: Moving forward with artificial intelligence," Technovation, Elsevier, vol. 120(C).
  47. Yan He & Zhaoshu Liu & Min-Jae Lee, 2024. "Navigating Sustainable Value Creation Through Digital Leadership Under Institutional Pressures: The Moderating Role of Environmental Turbulence," Sustainability, MDPI, vol. 16(21), pages 1-16, October.
  48. Chiarello, Filippo & Fantoni, Gualtiero & Hogarth, Terence & Giordano, Vito & Baltina, Liga & Spada, Irene, 2021. "Towards ESCO 4.0 – Is the European classification of skills in line with Industry 4.0? A text mining approach," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
  49. 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).
  50. Shafique, Muhammad Noman & Yeo, Sook Fern & Tan, Cheng Ling, 2024. "Roles of top management support and compatibility in big data predictive analytics for supply chain collaboration and supply chain performance," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
  51. Omar. A. Alghamdi & Gomaa Agag, 2023. "Boosting Innovation Performance through Big Data Analytics Powered by Artificial Intelligence Use: An Empirical Exploration of the Role of Strategic Agility and Market Turbulence," Sustainability, MDPI, vol. 15(19), pages 1-19, September.
  52. Yogesh K. Dwivedi & A. Sharma & Nripendra P. Rana & M. Giannakis & P. Goel & Vincent Dutot, 2023. "Evolution of Artificial Intelligence Research in Technological Forecasting and Social Change: Research Topics, Trends, and Future Directions," Post-Print hal-04292607, HAL.
  53. Rocio Rodriguez & Göran Svensson & David Eriksson, 2021. "Priorities Determining Future Directions of Sustainable Development in Business Models of the Healthcare Industry—Findings and Framework," Sustainability, MDPI, vol. 13(11), pages 1-11, June.
  54. Luqman, Adeel & Wang, Liangyu & Katiyar, Gagan & Agarwal, Reeti & Mohapatra, Amiya Kumar, 2024. "Unpacking associations between positive-negative valence and ambidexterity of big data. Implications for firm performance," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  55. Ul Akram, Manzoor & Islam, Nazrul & Chauhan, Chetna & Zafar Yaqub, Muhammad, 2024. "Resilience and agility in sustainable supply chains: A relational and dynamic capabilities view," Journal of Business Research, Elsevier, vol. 183(C).
  56. Du, Xu & Fang, Shuanxi, 2025. "Does the lack of energy resilience a serious problem at the forefront of policy analysts? Role of supply chain digitalization and environmental law in OECD countries," Energy Economics, Elsevier, vol. 141(C).
  57. Oduro, Stephen & De Nisco, Alessandro & Mainolfi, Giada, 2023. "Do digital technologies pay off? A meta-analytic review of the digital technologies/firm performance nexus," Technovation, Elsevier, vol. 128(C).
  58. Chauhan, Chetna & Kaur, Puneet & Arrawatia, Rakesh & Ractham, Peter & Dhir, Amandeep, 2022. "Supply chain collaboration and sustainable development goals (SDGs). Teamwork makes achieving SDGs dream work," Journal of Business Research, Elsevier, vol. 147(C), pages 290-307.
  59. Shiping Xu & Lili Wang, 2023. "Do Green Information and Communication Technologies (ICT) and Smart Urbanization Reduce Environmental Pollution in China?," Sustainability, MDPI, vol. 15(19), pages 1-18, October.
  60. Shahzad, Fakhar & Zaied, Younes Ben & Shahzad, Muhammad Asim & Mahmood, Faisal, 2024. "Insights into the performance of green supply chain in the Chinese semiconductor industry," International Journal of Production Economics, Elsevier, vol. 273(C).
  61. Ahmed Hamdy, 2024. "Supply chain capabilities matter: digital transformation and green supply chain management in post-pandemic emerging economies: A case from Egypt," Operations Management Research, Springer, vol. 17(3), pages 963-981, September.
  62. Li, Juntao & Liu, Pengfei, 2022. "Modeling green supply chain games with governmental interventions and risk preferences under fuzzy uncertainties," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 192(C), pages 182-200.
  63. Ahmed Zainul Abideen & Jaafar Pyeman & Veera Pandiyan Kaliani Sundram & Ming-Lang Tseng & Shahryar Sorooshian, 2021. "Leveraging Capabilities of Technology into a Circular Supply Chain to Build Circular Business Models: A State-of-the-Art Systematic Review," Sustainability, MDPI, vol. 13(16), pages 1-26, August.
  64. Housamaden Mousa & Wagdi Khalifa & Ahmad Alzubi, 2024. "Green Supply Chain Practices and Environmental Performance: A Moderated Role of Adaptive Green Culture and Mediated Role of Competitive Pressure," Sustainability, MDPI, vol. 17(1), pages 1-23, December.
  65. Jianqi Qiao & Suicheng Li & Su Xiong & Na Li, 2023. "How Does the Digital Capability Advantage Affect Green Supply Chain Innovation? An Inter-Organizational Learning Perspective," Sustainability, MDPI, vol. 15(15), pages 1-22, July.
  66. Wu, Bao & Ren, Kangjun & Fu, Yao & He, Defeng & Pan, Mengmeng, 2024. "Institutional investor ESG activism and green supply chain management performance: Exploring contingent roles of technological interdependences in different digital intelligence contexts," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  67. Kaviya Sri Suthagar & Umakanta Mishra, 2025. "Sustainable green circular economic model with controllable waste and emission in healthcare system," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(4), pages 8767-8809, April.
  68. Zhou, Shuya & Zhou, Peiyan & Ji, Hannah, 2022. "Can digital transformation alleviate corporate tax stickiness: The mediation effect of tax avoidance," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
  69. Han, Myat Su & Ma, Shuang (Sara) & Wang, Yonggui & Tian, Qinghong, 2023. "Impact of technology-enabled product eco-innovation: Empirical evidence from the Chinese manufacturing industry," Technovation, Elsevier, vol. 128(C).
  70. Bendig, David & Schulz, Colin & Theis, Lukas & Raff, Stefan, 2023. "Digital orientation and environmental performance in times of technological change," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
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