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The adoption of digital technologies in supply chains: Drivers, process and impact

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  1. Lei Shen & Xi Zhang & Hongda Liu, 2022. "Digital technology adoption, digital dynamic capability, and digital transformation performance of textile industry: Moderating role of digital innovation orientation," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(6), pages 2038-2054, September.
  2. Lan, Sen & Cui, Maosheng, 2024. "Enterprise digital transformation and employment: Spillover effect within supply chains," Finance Research Letters, Elsevier, vol. 67(PB).
  3. Ma, Jing & Li, Qing & Zhao, Qiuyun & Liou, Jennhae & Li, Chen, 2024. "From bytes to green: The impact of supply chain digitization on corporate green innovation," Energy Economics, Elsevier, vol. 139(C).
  4. Fuming Deng & Lu Cai & Xiaolei Ma, 2024. "Does digital transformation restrict the carbon emission intensity of enterprises? Evidence from listed manufacturing enterprises in China," Natural Resources Forum, Blackwell Publishing, vol. 48(2), pages 364-384, May.
  5. 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).
  6. Saoussane Srhir & Anicia Jaegler & Jairo R. Montoya‐Torres, 2023. "Uncovering Industry 4.0 technology attributes in sustainable supply chain 4.0: A systematic literature review," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 4143-4166, November.
  7. 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).
  8. Ghafoori, Arman & Gupta, Manjul & Merhi, Mohammad I. & Gupta, Samrat & Shore, Adam P., 2024. "Toward the role of organizational culture in data-driven digital transformation," International Journal of Production Economics, Elsevier, vol. 271(C).
  9. Paulina Golinska-Dawson & Karolina Werner-Lewandowska & Karolina Kolinska & Adam Kolinski, 2023. "Impact of Market Drivers on the Digital Maturity of Logistics Processes in a Supply Chain," Sustainability, MDPI, vol. 15(4), pages 1-19, February.
  10. Hongqin Tang & Jianping Zhu & Nan Li & Weipeng Wu, 2024. "Impact of Enterprise Supply Chain Digitalization on Cost of Debt: A Four-Flows Perspective Analysis Using Explainable Machine Learning Methodology," Sustainability, MDPI, vol. 16(19), pages 1-27, October.
  11. Gao, Peng & Zhang, Kunpeng & Zheng, Peng, 2024. "The impact of industrial digitization on the global value chains position: Evidence from China’ s industry sectors," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 147-162.
  12. Ancín, María & Pindado, Emilio & Sánchez, Mercedes, 2022. "New trends in the global digital transformation process of the agri-food sector: An exploratory study based on Twitter," Agricultural Systems, Elsevier, vol. 203(C).
  13. Hua Zhang & Qiwang Zhang, 2023. "How Does Digital Transformation Facilitate Enterprise Total Factor Productivity? The Multiple Mediators of Supplier Concentration and Customer Concentration," Sustainability, MDPI, vol. 15(3), pages 1-18, January.
  14. Wang, Kang & Sun, Kang & Li, Yifei & Xie, Qian, 2025. "Can digital technology break the financing dilemma of innovative SMEs? Based on the perspective of enterprise innovation," Technological Forecasting and Social Change, Elsevier, vol. 214(C).
  15. Nazym Akhmetzhanova & Assel Tapalova & Zhumakyz Gabbassova & Aigul Shadiyeva & Gulistan Akhmetova & Yerlan Onlassynov & Marat Saparbaev & Zhanar Yerzhanova, 2024. "Development of a methodology for assessing the efficiency of an agribusiness enterprise in using digital technologies," Eastern-European Journal of Enterprise Technologies, PC TECHNOLOGY CENTER, vol. 5(13 (131)), pages 48-57, October.
  16. Fu, Shuke & Ge, Yingchen & Hao, Yu & Peng, Jiachao & Tian, Jiali, 2024. "Energy supply chain efficiency in the digital era: Evidence from China's listed companies," Energy Economics, Elsevier, vol. 134(C).
  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. Wu, Yongqiu & Wang, Jie & Yang, Pianpian, 2024. "How supply chain digitalization investment affects firm's financial and non-financial performance: Evidence from listed companies in China," International Review of Financial Analysis, Elsevier, vol. 96(PA).
  19. Wang, Zirong & Gao, Liwei & Wang, Wanyu, 2025. "The impact of supply chain digitization and logistics efficiency on the competitiveness of industrial enterprises," International Review of Economics & Finance, Elsevier, vol. 97(C).
  20. Broccardo, Laura & Tenucci, Andrea & Agarwal, Reeti & Alshibani, Safiya Mukhtar, 2024. "Steering digitalization and management control maturity in small and medium enterprises (SMEs)," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
  21. Luo, Shuangcheng & Xiong, Zhiqiao & Liu, Jianjiang, 2024. "How does supply chain digitization affect green innovation? Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 136(C).
  22. An, Suxia & Gu, Yu & Pan, Lu & Yu, Ying, 2024. "Supply chain digitalization and firms' green innovation: Evidence from a pilot program," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 828-846.
  23. Chen Qu & Eunyoung Kim, 2025. "Investigating AI Adoption, Knowledge Absorptive Capacity, and Open Innovation in Chinese Apparel MSMEs: An Extended TAM-TOE Model with PLS-SEM Analysis," Sustainability, MDPI, vol. 17(5), pages 1-31, February.
  24. 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.
  25. Teng, Yuanyang & Zheng, Jianzhuang & Li, Yicun & Wu, Dong, 2024. "Optimizing digital transformation paths for industrial clusters: Insights from a simulation," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  26. Rijswijk, Kelly & de Vries, Jasper R. & Klerkx, Laurens & Turner, James A., 2023. "The enabling and constraining connections between trust and digitalisation in incumbent value chains," Technological Forecasting and Social Change, Elsevier, vol. 186(PA).
  27. 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).
  28. Gregorio Rius-Sorolla & Julien Maheut & Sofia Estelles-Miguel & Jose P. Garcia-Sabater, 2021. "Collaborative Distributed Planning with Asymmetric Information. A Technological Driver for Sustainable Development," Sustainability, MDPI, vol. 13(12), pages 1-23, June.
  29. Yang, Ping & Lv, Yanqin & Chen, Jing & Shen, Hebin & Xu, Yang, 2025. "Can the digitization of supply chains promote the low-carbon transformation of enterprises? A case study of listed companies in China," Energy Economics, Elsevier, vol. 143(C).
  30. Gu, Jiafeng, 2025. "Did supply chain digitization contribute to corporate green energy innovation? The mediating role of asset receivable management and policy spillovers," Energy Economics, Elsevier, vol. 143(C).
  31. Wohlleber, Annika & Münch, Christopher & Hartmann, Evi, 2022. "Prevailing technologies and adoption obstacles in maritime logistics," Chapters from the Proceedings of the Hamburg International Conference of Logistics (HICL), in: Kersten, Wolfgang & Jahn, Carlos & Blecker, Thorsten & Ringle, Christian M. (ed.), Changing Tides: The New Role of Resilience and Sustainability in Logistics and Supply Chain Management – Innovative Approaches for the Shift to a New , volume 33, pages 559-588, Hamburg University of Technology (TUHH), Institute of Business Logistics and General Management.
  32. Qinglan Liu & Adriana Hofmann Trevisan & Miying Yang & Janaina Mascarenhas, 2022. "A framework of digital technologies for the circular economy: Digital functions and mechanisms," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2171-2192, July.
  33. Patryk Morawiec & Anna Sołtysik-Piorunkiewicz, 2023. "ERP System Development for Business Agility in Industry 4.0—A Literature Review Based on the TOE Framework," Sustainability, MDPI, vol. 15(5), pages 1-19, March.
  34. Jinlong Chen & Weipeng Wu & Yiqun Zhuang, 2023. "Impact of Digital Supply Chain on Sustainable Trade Credit Provision: Evidence from Chinese Listed Companies," Sustainability, MDPI, vol. 15(15), pages 1-23, August.
  35. Guo, Bin & Zhang, Jiale & Tan, Ziyan, 2024. "Firm digitalization as strategic response: An integrated model based on the awareness-motivation-capability (AMC) framework," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
  36. Lina Ma & Xue Zhang & Longzhu Dong, 2023. "Enhancing Sustainable Performance: The Innovative Strategy of Digital Transformation Leading Green Collaborative Management," Sustainability, MDPI, vol. 15(17), pages 1-28, August.
  37. Liu, Ying & Huang, Hongyun & Mbanyele, William & Li, Xin & Balezentis, Tomas, 2025. "Harnessing supply chain digital innovation for enhanced corporate environmental practices and sustainable growth," Energy Economics, Elsevier, vol. 142(C).
  38. Adelheid Holl & Ruth Rama, 2024. "Spatial Patterns and Drivers of SME Digitalisation," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 5625-5649, June.
  39. Pan, Junyu & Cifuentes-Faura, Javier & Zhao, Xin & Liu, Xiaoqian, 2024. "Unlocking the impact of digital technology progress and entry dynamics on firm's total factor productivity in Chinese industries," Global Finance Journal, Elsevier, vol. 60(C).
  40. Zeng, Huixiang & Ran, Hangxin & Zhou, Qiong & Jin, Youliang & Cheng, Xu, 2022. "The financial effect of firm digitalization: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
  41. Queiroz, Maciel M. & Fosso Wamba, Samuel & Chiappetta Jabbour, Charbel Jose & Machado, Marcio C., 2022. "Supply chain resilience in the UK during the coronavirus pandemic: A resource orchestration perspective," International Journal of Production Economics, Elsevier, vol. 245(C).
  42. Guan Luo & Carlos Serrão & Decui Liang & Yang Zhou, 2023. "A Relevance-Based Technology–Organisation–Environment Model of Critical Success Factors for Digital Procurement Adoption in Chinese Construction Companies," Sustainability, MDPI, vol. 15(16), pages 1-23, August.
  43. 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.
  44. Sara Pourmorshed & Susanne Durst, 2022. "The Usefulness of the Digitalization Integration Framework for Developing Digital Supply Chains in SMEs," Sustainability, MDPI, vol. 14(21), pages 1-17, November.
  45. 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).
  46. Mauro, Marianna & Noto, Guido & Prenestini, Anna & Sarto, Fabrizia, 2024. "Digital transformation in healthcare: Assessing the role of digital technologies for managerial support processes," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
  47. Lingyu Zheng & Han Chen & Wenjia Zheng, 2024. "Exploring Environmental, Social, and Governance Factors Affecting Supply Chain Resilience: From Employees’ Perspectives," Sustainability, MDPI, vol. 16(24), pages 1-18, December.
  48. Nikolay Dragomirov, 2022. "Digital Transformation Perspectives in Warehousing – Initial Steps and Projections," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 6, pages 133-153.
  49. 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.
  50. Xie, Xuemei & Wu, Yonghui & Palacios-Marqués, Daniel & Ribeiro-Navarrete, Samuel, 2022. "Business networks and organizational resilience capacity in the digital age during COVID-19: A perspective utilizing organizational information processing theory," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
  51. Saha, Esha & Rathore, Pradeep & Parida, Ratri & Rana, Nripendra P., 2022. "The interplay of emerging technologies in pharmaceutical supply chain performance: An empirical investigation for the rise of Pharma 4.0," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
  52. Alessandro Annarelli & Giulia Palombi, 2021. "Digitalization Capabilities for Sustainable Cyber Resilience: A Conceptual Framework," Sustainability, MDPI, vol. 13(23), pages 1-9, November.
  53. Yongtao Peng & Hang Li, 2023. "A Rental Platform Service Supply Chain Network Equilibrium Model Considering Digital Detection Technology Investment and Big Data Marketing," Sustainability, MDPI, vol. 15(13), pages 1-19, June.
  54. Xu, Shanming & Xu, Li & Liu, Ying, 2024. "The effects of global product design on supply chain efficiency and natural resources management," Resources Policy, Elsevier, vol. 98(C).
  55. Yamoah, Fred A. & Sivarajah, Uthayasankar & Mahroof, Kamran & Peña, Iker González, 2022. "Demystifying corporate inertia towards transition to circular economy: A management frame of reference," International Journal of Production Economics, Elsevier, vol. 244(C).
  56. Katarzyna Grzybowska & Patrycja Hoffa-Dabrowskas, 2022. "Digital Technology for Digital Supply Chain – Οverview," European Research Studies Journal, European Research Studies Journal, vol. 0(3), pages 582-594.
  57. Hui Jing & Yuwei Fan, 2024. "Digital Transformation, Supply Chain Integration and Supply Chain Performance: Evidence From Chinese Manufacturing Listed Firms," SAGE Open, , vol. 14(3), pages 21582440241, September.
  58. Abderahman Rejeb & Andrea Appolloni, 2022. "The Nexus of Industry 4.0 and Circular Procurement: A Systematic Literature Review and Research Agenda," Sustainability, MDPI, vol. 14(23), pages 1-21, November.
  59. Tian, Meng & Chen, Yang & Tian, Guanghao & Huang, Wei & Hu, Chuan, 2023. "The role of digital transformation practices in the operations improvement in manufacturing firms: A practice-based view," International Journal of Production Economics, Elsevier, vol. 262(C).
  60. Khan, Naveed R. & Ameer, Farah & Bouncken, Ricarda B. & Covin, Jeffrey G., 2023. "Corporate sustainability entrepreneurship: The role of green entrepreneurial orientation and organizational resilience capacity for green innovation," Journal of Business Research, Elsevier, vol. 169(C).
  61. Farajpour, Farnoush & Hassanzadeh, Alireza & Elahi, Shaban & Ghazanfari, Mehdi, 2022. "Digital supply chain blueprint via a systematic literature review," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
  62. Trujillo-Gallego, Mariana & Sarache, William & Sousa Jabbour, Ana Beatriz Lopes de, 2022. "Digital technologies and green human resource management: Capabilities for GSCM adoption and enhanced performance," International Journal of Production Economics, Elsevier, vol. 249(C).
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