{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,14]],"date-time":"2026-02-14T13:38:44Z","timestamp":1771076324767,"version":"3.50.1"},"reference-count":107,"publisher":"Emerald","license":[{"start":{"date-parts":[[2025,1,16]],"date-time":"2025-01-16T00:00:00Z","timestamp":1736985600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JSIT"],"abstract":"<jats:sec><jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title>\n<jats:p>The purpose of this study is to investigate the primary determinants influencing the acceptance of generative artificial intelligence (GAI) adoption within Blockchain-enabled environments. Further research will examine the impact of GAI adoption on supply chain efficiency (SCE) through the enhancement of Blockchain.<\/jats:p>\n<\/jats:sec>\n<jats:sec><jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title>\n<jats:p>Drawing on innovation diffusion theory (IDT), this study used partial least square structural equation modelling (PLS-SEM) to look into the hypotheses. The data were gathered via online questionnaires from employers of Chinese supply chain enterprises that have already integrated Blockchain.<\/jats:p>\n<\/jats:sec>\n<jats:sec><jats:title content-type=\"abstract-subheading\">Findings<\/jats:title>\n<jats:p>The findings of this study demonstrate that relative advantages (RAs), compatibility, trialability and observability have a significant positive effect on GAI adoption, while complexity harms GAI adoption. Above all, the GAI adoption has significantly enhanced Blockchain, thus effectively improving SCE.<\/jats:p>\n<\/jats:sec>\n<jats:sec><jats:title content-type=\"abstract-subheading\">Practical implications<\/jats:title>\n<jats:p>The outcomes from this study furnish enterprises and organizations with valuable insights to proficiently integrate GAI and Blockchain capability, optimize supply chain management and bolster market competitiveness. Also, this study will help accelerate the successful integration of business processes and attain Sustainability Development Goals 9, industrial growth and industrial diversification.<\/jats:p>\n<\/jats:sec>\n<jats:sec><jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title>\n<jats:p>To the extent of the author\u2019s knowledge, the current status of the GAI study remains largely exploratory, and there is limited empirical evidence on integrating Blockchain capability and GAI. This research bridges the knowledge gap by fully revealing the optimal integration of these two transformative technologies to leverage their potential advantages in supply chain management.<\/jats:p>\n<\/jats:sec>","DOI":"10.1108\/jsit-04-2024-0143","type":"journal-article","created":{"date-parts":[[2025,1,14]],"date-time":"2025-01-14T02:10:27Z","timestamp":1736820627000},"source":"Crossref","is-referenced-by-count":10,"title":["Adoption and impact of generative artificial intelligence on blockchain-enabled supply chain efficiency"],"prefix":"10.1108","author":[{"given":"Cong","family":"Gao","sequence":"first","affiliation":[]},{"given":"Kay-Hooi","family":"Keoy","sequence":"additional","affiliation":[]},{"given":"Ai-Fen","family":"Lim","sequence":"additional","affiliation":[]}],"member":"140","published-online":{"date-parts":[[2025,1,16]]},"reference":[{"key":"key2025011407102144200_ref001","doi-asserted-by":"publisher","first-page":"87790","DOI":"10.1109\/ACCESS.2023.3305325","article-title":"AI and blockchain synergy in aerospace engineering: an impact survey on operational efficiency and technological challenges","volume":"11","year":"2023","journal-title":"IEEE Access"},{"key":"key2025011407102144200_ref002","doi-asserted-by":"publisher","first-page":"104128","DOI":"10.1016\/j.compind.2024.104128","article-title":"Impact of generative artificial intelligence models on the performance of citizen data scientists in retail firms","volume":"161","year":"2024","journal-title":"Computers in Industry"},{"key":"key2025011407102144200_ref003","doi-asserted-by":"publisher","first-page":"126155","DOI":"10.1016\/j.energy.2022.126155","article-title":"Households\u2019 perception-based factors influencing biogas adoption: Innovation diffusion framework","volume":"263","year":"2023","journal-title":"Energy"},{"key":"key2025011407102144200_ref004","doi-asserted-by":"publisher","first-page":"102122","DOI":"10.1016\/j.seta.2022.102122","article-title":"Systematic analysis of factors affecting biogas technology acceptance: insights from the diffusion of innovation","volume":"52","year":"2022","journal-title":"Sustainable Energy Technologies and Assessments"},{"issue":"5","key":"key2025011407102144200_ref005","doi-asserted-by":"publisher","first-page":"1169","DOI":"10.1002\/sd.2309","article-title":"For sustainable development in the transportation sector: determinants of acceptance of sustainable transportation using the innovation diffusion theory and technology acceptance model","volume":"30","year":"2022","journal-title":"Sustainable Development"},{"issue":"7","key":"key2025011407102144200_ref006","doi-asserted-by":"publisher","first-page":"4325","DOI":"10.3390\/su14074325","article-title":"An empirical investigation of reasons influencing student acceptance and rejection of mobile learning apps usage","volume":"14","year":"2022","journal-title":"Sustainability"},{"issue":"20","key":"key2025011407102144200_ref007","doi-asserted-by":"publisher","first-page":"3291","DOI":"10.3390\/electronics11203291","article-title":"Measuring institutions\u2019 adoption of artificial intelligence applications in online learning environments: integrating the innovation diffusion theory with technology adoption rate","volume":"11","year":"2022","journal-title":"Electronics"},{"issue":"8","key":"key2025011407102144200_ref008","doi-asserted-by":"publisher","first-page":"1380","DOI":"10.1080\/10494820.2019.1629599","article-title":"Integrating innovation diffusion theory with technology acceptance model: supporting students\u2019 attitude towards using a massive open online course (MOOCs) systems","volume":"29","year":"2021","journal-title":"Interactive Learning Environments"},{"issue":"4","key":"key2025011407102144200_ref009","doi-asserted-by":"publisher","DOI":"10.1287\/isre.2023.1199","article-title":"Expl(AI)ned: the impact of explainable artificial intelligence on users\u2019 information processing","volume":"34","year":"2023","journal-title":"Information Systems Research"},{"issue":"11","key":"key2025011407102144200_ref010","doi-asserted-by":"publisher","first-page":"7327","DOI":"10.1109\/TPAMI.2021.3116668","article-title":"Deep generative modelling: a comparative review of VAEs, GANs, normalizing flows, energy-based and autoregressive models","volume":"44","year":"2022","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"5","key":"key2025011407102144200_ref011","doi-asserted-by":"publisher","DOI":"10.1016\/j.bushor.2024.04.011","article-title":"Navigating the challenges of generative technologies: proposing the integration of artificial intelligence and blockchain","volume":"67","year":"2024","journal-title":"Business Horizons"},{"issue":"3","key":"key2025011407102144200_ref012","doi-asserted-by":"publisher","first-page":"606","DOI":"10.1111\/1748-8583.12524","article-title":"Human resource management in the age of generative artificial intelligence: Perspectives and research directions on ChatGPT","volume":"33","year":"2023","journal-title":"Human Resource Management Journal"},{"issue":"7","key":"key2025011407102144200_ref013","doi-asserted-by":"publisher","first-page":"103508","DOI":"10.1016\/j.im.2021.103508","article-title":"Blockchain technology for bridging trust, traceability and transparency in circular supply chain","volume":"59","year":"2022","journal-title":"Information and Management"},{"issue":"5","key":"key2025011407102144200_ref014","doi-asserted-by":"publisher","first-page":"1757","DOI":"10.1177\/0266666915623317","article-title":"Modifying UTAUT and innovation diffusion theory to reveal online shopping behavior","volume":"32","year":"2015","journal-title":"Information Development"},{"issue":"1","key":"key2025011407102144200_ref015","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1080\/23270012.2020.1852895","article-title":"Explore success factors that impact artificial intelligence adoption on telecom industry in China","volume":"8","year":"2020","journal-title":"Journal of Management Analytics"},{"key":"key2025011407102144200_ref016","doi-asserted-by":"publisher","first-page":"101911","DOI":"10.1016\/j.tele.2022.101911","article-title":"Enablers and inhibitors of smart city service adoption: a dual factor approach based on the technology acceptance model","volume":"75","year":"2022","journal-title":"Telematics and Informatics"},{"issue":"9","key":"key2025011407102144200_ref017","doi-asserted-by":"publisher","first-page":"5728","DOI":"10.1109\/TII.2022.3155656","article-title":"Deep generative models in the industrial internet of things: a survey","volume":"18","year":"2022","journal-title":"IEEE Transactions on Industrial Informatics"},{"key":"key2025011407102144200_ref018","doi-asserted-by":"publisher","first-page":"108616","DOI":"10.1016\/j.ymssp.2021.108616","article-title":"A novel time\u2013frequency transformer based on self\u2013attention mechanism and its application in fault diagnosis of rolling bearings","volume":"168","year":"2022","journal-title":"Mechanical Systems and Signal Processing"},{"key":"key2025011407102144200_ref019","doi-asserted-by":"publisher","DOI":"10.1177\/10963480231188663","article-title":"Generative artificial intelligence in the hospitality and tourism industry: developing a framework for future research","year":"2023","journal-title":"Journal of Hospitality and Tourism Research"},{"issue":"4","key":"key2025011407102144200_ref020","doi-asserted-by":"publisher","first-page":"321","DOI":"10.1016\/j.jsat.2006.05.021","article-title":"Innovation adoption in substance abuse treatment: exposure, trialability, and the clinical trials network","volume":"32","year":"2007","journal-title":"Journal of Substance Abuse Treatment"},{"issue":"17","key":"key2025011407102144200_ref021","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/10447318.2023.2223821","article-title":"What motivates people to adopt personal health record? Understanding the effect of innovation and context-specific threat on personal health record adoption intention","volume":"40","year":"2023","journal-title":"International Journal of Human\u2013Computer Interaction"},{"key":"key2025011407102144200_ref022","doi-asserted-by":"publisher","first-page":"102850","DOI":"10.1016\/j.cities.2020.102850","article-title":"Blockchain, an enabling technology for transparent and accountable decentralized public participatory GIS","volume":"105","year":"2020","journal-title":"Cities"},{"issue":"13","key":"key2025011407102144200_ref023","doi-asserted-by":"publisher","first-page":"2663","DOI":"10.1080\/10447318.2022.2083464","article-title":"Autonomous vehicles acceptance: a perceived risk extension of unified theory of acceptance and use of technology and diffusion of innovation, evidence from Tehran, Iran","volume":"39","year":"2023","journal-title":"International Journal of Human\u2013Computer Interaction"},{"key":"key2025011407102144200_ref02400","doi-asserted-by":"publisher","first-page":"108497","DOI":"10.1016\/j.ijpe.2022.108497","article-title":"Green supply chain innovation: emergence, adoption, and challenges","volume":"248","year":"2022","journal-title":"International Journal of Production Economics"},{"issue":"16","key":"key2025011407102144200_ref02500","doi-asserted-by":"publisher","first-page":"1493","DOI":"10.1080\/09537287.2021.1882695","article-title":"Industry experiences of artificial intelligence (AI): benefits and challenges in operations and supply chain management","volume":"33","year":"2022","journal-title":"Production Planning and Control"},{"issue":"9","key":"key2025011407102144200_ref024","doi-asserted-by":"publisher","first-page":"94","DOI":"10.1108\/JMTM-12-2023-0530","article-title":"Generative artificial intelligence in manufacturing: opportunities for actualizing industry 5.0 sustainability goals","volume":"35","year":"2024","journal-title":"Journal of Manufacturing Technology Management"},{"issue":"2","key":"key2025011407102144200_ref025","doi-asserted-by":"publisher","first-page":"577","DOI":"10.1142\/S021962202150067X","article-title":"Enhanced inventory management using blockchain technology under cloud sector enabled by hybrid multi-verse with whale optimization algorithm","volume":"21","year":"2022","journal-title":"International Journal of Information Technology and Decision Making"},{"key":"key2025011407102144200_ref026","doi-asserted-by":"publisher","first-page":"103997","DOI":"10.1016\/j.jretconser.2024.103997","article-title":"Exploring the generative AI adoption in service industry: a mixed-method analysis","volume":"81","year":"2024","journal-title":"Journal of Retailing and Consumer Services"},{"key":"key2025011407102144200_ref027","doi-asserted-by":"publisher","first-page":"108868","DOI":"10.1016\/j.ijpe.2023.108868","article-title":"Influences of artificial intelligence and blockchain technology on financial resilience of supply chains","volume":"261","year":"2023","journal-title":"International Journal of Production Economics"},{"issue":"2","key":"key2025011407102144200_ref028","doi-asserted-by":"publisher","first-page":"106","DOI":"10.1108\/EBR-10-2013-0128","article-title":"Partial least squares structural equation modeling (PLS-SEM)","volume":"26","year":"2014","journal-title":"European Business Review"},{"issue":"1","key":"key2025011407102144200_ref029","doi-asserted-by":"publisher","first-page":"204","DOI":"10.1108\/imds-01-2022-0030","article-title":"Determinants of blockchain adoption as decentralized business model by Spanish firms \u2013 an innovation theory perspective","volume":"123","year":"2022","journal-title":"Industrial Management and Data Systems"},{"issue":"3","key":"key2025011407102144200_ref030","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1111\/jscm.12304","article-title":"Artificial intelligence for supply chain management: disruptive innovation or innovative disruption?","volume":"59","year":"2023","journal-title":"Journal of Supply Chain Management"},{"issue":"1","key":"key2025011407102144200_ref031","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1007\/s11747-014-0403-8","article-title":"A new criterion for assessing discriminant validity in variance-based structural equation modeling","volume":"43","year":"2015","journal-title":"Journal of the Academy of Marketing Science"},{"key":"key2025011407102144200_ref032","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/10447318.2023.2300016","article-title":"Integration of generative AI techniques and applications in student behavior and cognitive achievement in Arab higher education","year":"2024","journal-title":"International Journal of Human\u2013Computer Interaction"},{"issue":"4","key":"key2025011407102144200_ref033","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/00207543.2023.2276811","article-title":"From natural language to simulations: applying AI to automate simulation modelling of logistics systems","volume":"62","year":"2023","journal-title":"International Journal of Production Research"},{"issue":"17","key":"key2025011407102144200_ref034","doi-asserted-by":"publisher","first-page":"6120","DOI":"10.1080\/00207543.2024.2309309","article-title":"Generative artificial intelligence in supply chain and operations management: a capability-based framework for analysis and implementation","volume":"62","year":"2024","journal-title":"International Journal of Production Research"},{"key":"key2025011407102144200_ref035","doi-asserted-by":"publisher","first-page":"302","DOI":"10.1016\/j.ijinfomgt.2019.08.012","article-title":"A framework for analysing blockchain technology adoption: integrating institutional, market and technical factors","volume":"50","year":"2020","journal-title":"International Journal of Information Management"},{"issue":"3","key":"key2025011407102144200_ref036","doi-asserted-by":"publisher","first-page":"100400","DOI":"10.1016\/j.jik.2023.100400","article-title":"An IoE blockchain-based network knowledge management model for resilient disaster frameworks","volume":"8","year":"2023","journal-title":"Journal of Innovation and Knowledge"},{"issue":"2","key":"key2025011407102144200_ref03700","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1080\/13669877.2020.1750462","article-title":"Rethinking the implementation of enterprise risk management (ERM) as a socio-technical challenge","volume":"24","year":"2021","journal-title":"Journal of Risk Research"},{"issue":"8","key":"key2025011407102144200_ref037","doi-asserted-by":"publisher","first-page":"4815","DOI":"10.3390\/su14084815","article-title":"Enhancing competitive capabilities of healthcare SCM through the blockchain: big data business model\u2019s viewpoint","volume":"14","year":"2022","journal-title":"Sustainability"},{"issue":"4","key":"key2025011407102144200_ref038","doi-asserted-by":"publisher","DOI":"10.1007\/s11846-023-00696-z","article-title":"The GenAI is out of the bottle: generative artificial intelligence from a business model innovation perspective","volume":"18","year":"2023","journal-title":"Review of Managerial Science"},{"key":"key2025011407102144200_ref039","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/13683500.2024.2364764","article-title":"Investigating the influence of generative AI\u2019s credibility and utility on travel consumer behaviour and recommendations through the lens of personal innovativeness","year":"2024","journal-title":"Current Issues in Tourism"},{"key":"key2025011407102144200_ref04000","year":"2016","journal-title":"Principles and Practice of Structural Equation Modeling (4th ed.)"},{"issue":"5","key":"key2025011407102144200_ref040","doi-asserted-by":"publisher","first-page":"102760","DOI":"10.1016\/j.telpol.2024.102760","article-title":"The academic industry\u2019s response to generative artificial intelligence: an institutional analysis of large language models","volume":"48","year":"2024","journal-title":"Telecommunications Policy"},{"key":"key2025011407102144200_ref041","doi-asserted-by":"publisher","DOI":"10.1007\/s10796-022-10279-0","article-title":"Artificial intelligence and blockchain integration in business: trends from a Bibliometric-Content analysis","year":"2022","journal-title":"Information Systems Frontiers"},{"key":"key2025011407102144200_ref042","doi-asserted-by":"publisher","first-page":"102589","DOI":"10.1016\/j.technovation.2022.102589","article-title":"Integrated blockchain and internet of things in the food supply chain: adoption barriers","volume":"118","year":"2022","journal-title":"Technovation"},{"key":"key2025011407102144200_ref043","doi-asserted-by":"publisher","first-page":"101812","DOI":"10.1016\/j.compmedimag.2020.101812","article-title":"An integration of blockchain and AI for secure data sharing and detection of CT images for the hospitals","volume":"87","year":"2021","journal-title":"Computerized Medical Imaging and Graphics"},{"issue":"3","key":"key2025011407102144200_ref044","doi-asserted-by":"publisher","first-page":"703","DOI":"10.24136\/oc.2023.020","article-title":"How generative artificial intelligence technologies shape partial job displacement and labor productivity growth","volume":"14","year":"2023","journal-title":"Oeconomia Copernicana"},{"key":"key2025011407102144200_ref045","doi-asserted-by":"publisher","first-page":"102773","DOI":"10.1016\/j.tre.2022.102773","article-title":"Blockchain-supported business model design, supply chain resilience, and firm performance","volume":"163","year":"2022","journal-title":"Transportation Research Part E: Logistics and Transportation Review"},{"issue":"2","key":"key2025011407102144200_ref046","doi-asserted-by":"publisher","first-page":"314","DOI":"10.1080\/07421222.2021.1912915","article-title":"What drives the adoption of the blockchain technology? A fit-viability perspective","volume":"38","year":"2021","journal-title":"Journal of Management Information Systems"},{"issue":"2","key":"key2025011407102144200_ref047","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1504\/IJIL.2023.128869","article-title":"Elevating the organisational innovation and knowledge sharing capability through soft TQM practices","volume":"33","year":"2023","journal-title":"International Journal of Innovation and Learning"},{"issue":"2","key":"key2025011407102144200_ref048","doi-asserted-by":"publisher","first-page":"100790","DOI":"10.1016\/j.ijme.2023.100790","article-title":"Generative AI and the future of education: Ragnar\u00f6k or reformation? A paradoxical perspective from management educators","volume":"21","year":"2023","journal-title":"The International Journal of Management Education"},{"issue":"3","key":"key2025011407102144200_ref049","doi-asserted-by":"crossref","first-page":"765","DOI":"10.1108\/MD-04-2023-0485","article-title":"Enhancing organizational citizenship behaviour: role of collectivism in soft total quality management","volume":"62","year":"2024","journal-title":"Management Decision"},{"key":"key2025011407102144200_ref050","doi-asserted-by":"publisher","first-page":"121996","DOI":"10.1016\/j.techfore.2022.121996","article-title":"Mobile information technology\u2019s impacts on service innovation performance of manufacturing enterprises","volume":"184","year":"2022","journal-title":"Technological Forecasting and Social Change"},{"issue":"1","key":"key2025011407102144200_ref051","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1108\/ejim-02-2017-0017","article-title":"Diffusion of innovation among Malaysian manufacturing SMEs","volume":"21","year":"2017","journal-title":"European Journal of Innovation Management"},{"key":"key2025011407102144200_ref052","doi-asserted-by":"publisher","first-page":"105474","DOI":"10.1016\/j.ijmedinf.2024.105474","article-title":"Generative artificial intelligence in healthcare: a scoping review on benefits, challenges and applications","volume":"188","year":"2024","journal-title":"International Journal of Medical Informatics"},{"issue":"4","key":"key2025011407102144200_ref053","doi-asserted-by":"publisher","first-page":"692","DOI":"10.1177\/0193841X231200775","article-title":"Factors that influence the intention of smallholder rice farmers to adopt cleaner production practices: an empirical study of precision agriculture adoption","volume":"48","year":"2024","journal-title":"Evaluation Review"},{"key":"key2025011407102144200_ref054","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/MNET.2024.3412161","article-title":"Generative AI-enabled blockchain networks: fundamentals, applications, and case study","year":"2024","journal-title":"IEEE Network"},{"key":"key2025011407102144200_ref055","doi-asserted-by":"publisher","first-page":"101283","DOI":"10.1016\/j.tele.2019.101283","article-title":"Factors driving the adoption of smart home technology: an empirical assessment","volume":"45","year":"2019","journal-title":"Telematics and Informatics"},{"key":"key2025011407102144200_ref056","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1016\/j.trf.2021.01.001","article-title":"A structural equation modeling approach for the acceptance of driverless automated shuttles based on constructs from the unified theory of acceptance and use of technology and the diffusion of innovation theory","volume":"78","year":"2021","journal-title":"Transportation Research Part F: Traffic Psychology and Behaviour"},{"issue":"9","key":"key2025011407102144200_ref057","doi-asserted-by":"publisher","first-page":"104111","DOI":"10.1016\/j.drudis.2024.104111","article-title":"Synergizing blockchain and artificial intelligence to enhance healthcare","volume":"29","year":"2024","journal-title":"Drug Discovery Today"},{"key":"key2025011407102144200_ref058","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/08874417.2023.2261010","article-title":"The potential of generative artificial intelligence across disciplines: perspectives and future directions","year":"2023","journal-title":"Journal of Computer Information Systems"},{"issue":"5","key":"key2025011407102144200_ref059","doi-asserted-by":"publisher","DOI":"10.1016\/j.bushor.2024.05.002","article-title":"To ChatGPT, or not to ChatGPT: navigating the paradoxes of generative AI in the advertising industry","volume":"67","year":"2024","journal-title":"Business Horizons"},{"key":"key2025011407102144200_ref060","doi-asserted-by":"publisher","first-page":"113153","DOI":"10.1016\/j.enpol.2022.113153","article-title":"Technology characteristics that influence adoption of residential distributed energy resources: adapting rogers\u2019 framework","volume":"168","year":"2022","journal-title":"Energy Policy"},{"issue":"2","key":"key2025011407102144200_ref061","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1016\/j.ijresmar.2023.03.001","article-title":"On ChatGPT and beyond: How generative artificial intelligence may affect research, teaching, and practice","volume":"40","year":"2023","journal-title":"International Journal of Research in Marketing"},{"issue":"1","key":"key2025011407102144200_ref062","doi-asserted-by":"publisher","first-page":"421","DOI":"10.1007\/s10639-020-10269-2","article-title":"Application of innovation diffusion theory to the E-learning process: higher education context","volume":"26","year":"2021","journal-title":"Education and Information Technologies"},{"key":"key2025011407102144200_ref063","doi-asserted-by":"publisher","first-page":"103139","DOI":"10.1016\/j.ijhm.2022.103139","article-title":"Factors affecting hotel managers\u2019 intentions to adopt robotic technologies: a global study","volume":"102","year":"2022","journal-title":"International Journal of Hospitality Management"},{"issue":"1","key":"key2025011407102144200_ref064","doi-asserted-by":"publisher","first-page":"74","DOI":"10.5465\/annals.2021.0044","article-title":"Reconceptualizing imitation: implications for dynamic capabilities, innovation, and competitive advantage","volume":"17","year":"2023","journal-title":"Academy of Management Annals"},{"key":"key2025011407102144200_ref065","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/08874417.2023.2240744","article-title":"Towards adoption of generative AI in organizational settings","year":"2023","journal-title":"Journal of Computer Information Systems"},{"issue":"7","key":"key2025011407102144200_ref066","doi-asserted-by":"publisher","first-page":"4821","DOI":"10.1002\/bse.3395","article-title":"Building blockchain\u2010driven dynamic capabilities for developing circular supply chain: rethinking the role of sensing, seizing, and reconfiguring","volume":"32","year":"2023","journal-title":"Business Strategy and the Environment"},{"issue":"8","key":"key2025011407102144200_ref067","doi-asserted-by":"publisher","first-page":"6769","DOI":"10.1109\/JIOT.2022.3147186","article-title":"Blockchain-based AI-enabled industry 4.0 CPS protection against advanced persistent threat","volume":"10","year":"2023","journal-title":"IEEE Internet of Things Journal"},{"key":"key2025011407102144200_ref068","doi-asserted-by":"publisher","first-page":"103064","DOI":"10.1016\/j.technovation.2024.103064","article-title":"Assessing the nexus of generative AI adoption, ethical considerations and organizational performance","volume":"135","year":"2024","journal-title":"Technovation"},{"issue":"4","key":"key2025011407102144200_ref069","doi-asserted-by":"publisher","first-page":"532","DOI":"10.1111\/jbl.12364","article-title":"Artificial intelligence in logistics and supply chain management: a primer and roadmap for research","volume":"44","year":"2023","journal-title":"Journal of Business Logistics"},{"key":"key2025011407102144200_ref070","doi-asserted-by":"publisher","first-page":"102711","DOI":"10.1016\/j.technovation.2023.102711","article-title":"Models used to characterise blockchain features: a systematic literature review and bibliometric analysis","volume":"123","year":"2023","journal-title":"Technovation"},{"key":"key2025011407102144200_ref071","doi-asserted-by":"publisher","first-page":"121562","DOI":"10.1016\/j.techfore.2022.121562","article-title":"Analysis of the adoption of emergent technologies for risk management in the era of digital manufacturing","volume":"178","year":"2022","journal-title":"Technological Forecasting and Social Change"},{"issue":"sup1","key":"key2025011407102144200_ref072","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1080\/10810730490271449","article-title":"A prospective and retrospective look at the diffusion model","volume":"9","year":"2004","journal-title":"Journal of Health Communication"},{"key":"key2025011407102144200_ref073","doi-asserted-by":"publisher","first-page":"102372","DOI":"10.1016\/j.techsoc.2023.102372","article-title":"Generative AI: Here to stay, but for good?","volume":"75","year":"2023","journal-title":"Technology in Society"},{"issue":"24","key":"key2025011407102144200_ref074","doi-asserted-by":"publisher","first-page":"16916","DOI":"10.3390\/su142416916","article-title":"Blockchain changing the outlook of the sustainable food supply chain to achieve net zero?","volume":"14","year":"2022","journal-title":"Sustainability"},{"key":"key2025011407102144200_ref075","doi-asserted-by":"publisher","DOI":"10.1108\/EJIM-02-2024-0129","article-title":"Generative AI as a transformative force for innovation: a review of opportunities, applications and challenges","year":"2024","journal-title":"European Journal of Innovation Management"},{"issue":"6","key":"key2025011407102144200_ref076","doi-asserted-by":"publisher","first-page":"2517","DOI":"10.1111\/poms.13694","article-title":"Why emerging supply chain technologies initially disappoint: blockchain, IoT, and AI","volume":"31","year":"2022","journal-title":"Production and Operations Management"},{"issue":"6","key":"key2025011407102144200_ref077","doi-asserted-by":"publisher","first-page":"104229","DOI":"10.1016\/j.respol.2021.104229","article-title":"Advanced manufacturing technology adoption and innovation: a systematic literature review on barriers, enablers, and innovation types","volume":"50","year":"2021","journal-title":"Research Policy"},{"key":"key2025011407102144200_ref078","doi-asserted-by":"publisher","first-page":"122655","DOI":"10.1016\/j.techfore.2023.122655","article-title":"How market pressures and organizational readiness drive digital marketing adoption strategies\u2019 evolution in small and medium enterprises","volume":"193","year":"2023","journal-title":"Technological Forecasting and Social Change"},{"key":"key2025011407102144200_ref079","doi-asserted-by":"publisher","DOI":"10.1108\/ijoem-05-2021-0678","article-title":"Blockchain technology adoption in halal traceability scheme of the food supply chain: evidence from Indonesian firms","year":"2023","journal-title":"International Journal of Emerging Markets"},{"key":"key2025011407102144200_ref080","doi-asserted-by":"publisher","first-page":"108224","DOI":"10.1016\/j.ijpe.2021.108224","article-title":"Integration of industry 4.0 technologies into total productive maintenance practices","volume":"240","year":"2021","journal-title":"International Journal of Production Economics"},{"issue":"3","key":"key2025011407102144200_ref081","doi-asserted-by":"publisher","first-page":"103444","DOI":"10.1016\/j.im.2021.103444","article-title":"A framework of blockchain technology adoption: an investigation of challenges and expected value","volume":"58","year":"2021","journal-title":"Information and Management"},{"issue":"1","key":"key2025011407102144200_ref082","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1007\/s10479-022-04785-2","article-title":"Artificial intelligence and blockchain implementation in supply chains: a pathway to sustainability and data monetisation?","volume":"327","year":"2023","journal-title":"Annals of Operations Research"},{"key":"key2025011407102144200_ref083","article-title":"Attention is all you need","year":"2017"},{"issue":"6","key":"key2025011407102144200_ref084","doi-asserted-by":"publisher","first-page":"750","DOI":"10.1038\/s41587-023-01789-6","article-title":"How will generative AI disrupt data science in drug discovery?","volume":"41","year":"2023","journal-title":"Nature Biotechnology"},{"issue":"1","key":"key2025011407102144200_ref085","doi-asserted-by":"publisher","first-page":"102759","DOI":"10.1016\/j.ipm.2021.102759","article-title":"Business innovation based on artificial intelligence and blockchain technology","volume":"59","year":"2022","journal-title":"Information Processing and Management"},{"key":"key2025011407102144200_ref086","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/10447318.2024.2383033","article-title":"Factors influencing university students\u2019 behavioral intention to use generative artificial intelligence: Integrating the theory of planned behavior and AI literacy","year":"2024","journal-title":"International Journal of Human\u2013Computer Interaction"},{"issue":"14","key":"key2025011407102144200_ref087","doi-asserted-by":"publisher","first-page":"10822","DOI":"10.3390\/su151410822","article-title":"Understanding farmers\u2019 intentions to adopt pest and disease green control techniques: comparison and integration based on multiple models","volume":"15","year":"2023","journal-title":"Sustainability"},{"issue":"3","key":"key2025011407102144200_ref088","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1108\/IJPDLM-08-2019-0234","article-title":"Blockchain as supply chain technology: considering transparency and security","volume":"51","year":"2021","journal-title":"International Journal of Physical Distribution and Logistics Management"},{"issue":"24","key":"key2025011407102144200_ref089","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/10447318.2023.2288730","article-title":"Generative artificial intelligence acceptance scale: a validity and reliability study","volume":"40","year":"2023","journal-title":"International Journal of Human\u2013Computer Interaction"},{"key":"key2025011407102144200_ref090","doi-asserted-by":"publisher","first-page":"412","DOI":"10.1016\/j.techfore.2016.07.015","article-title":"Effects of innovation leadership and supply chain innovation on supply chain efficiency: focusing on hospital size","volume":"113","year":"2016","journal-title":"Technological Forecasting and Social Change"},{"issue":"20","key":"key2025011407102144200_ref091","doi-asserted-by":"publisher","first-page":"2776","DOI":"10.3390\/healthcare11202776","article-title":"Leveraging generative AI and large language models: a comprehensive roadmap for healthcare integration","volume":"11","year":"2023","journal-title":"Healthcare"},{"issue":"5","key":"key2025011407102144200_ref092","doi-asserted-by":"publisher","first-page":"505","DOI":"10.1080\/09537325.2020.1826423","article-title":"Factors influencing autonomous vehicle adoption: an application of the technology acceptance model and innovation diffusion theory","volume":"33","year":"2020","journal-title":"Technology Analysis and Strategic Management"},{"issue":"4b","key":"key2025011407102144200_ref093","doi-asserted-by":"crossref","first-page":"94","DOI":"10.59953\/paperasia.v40i4b.157","article-title":"Unlocking the potential of metaverse integration in supply chains: a literature review","volume":"40","year":"2024","journal-title":"PaperASIA"},{"issue":"7","key":"key2025011407102144200_ref094","doi-asserted-by":"publisher","first-page":"103628","DOI":"10.1016\/j.im.2022.103628","article-title":"Leveraging blockchain technology to control contextualized business risks: evidence from China","volume":"59","year":"2022","journal-title":"Information and Management"},{"key":"key2025011407102144200_ref095","doi-asserted-by":"publisher","first-page":"102824","DOI":"10.1016\/j.tre.2022.102824","article-title":"Blockchain technology and supply chains: the paradox of the atheoretical research discourse","volume":"164","year":"2022","journal-title":"Transportation Research Part E: Logistics and Transportation Review"},{"issue":"5","key":"key2025011407102144200_ref096","doi-asserted-by":"publisher","first-page":"909","DOI":"10.1108\/SCM-09-2022-0382","article-title":"Enabling supply chain efficacy through SC risk mitigation and absorptive capacity: an empirical investigation in manufacturing firms in the Middle east region \u2013 a moderated-mediated model","volume":"28","year":"2023","journal-title":"Supply Chain Management: An International Journal"},{"key":"key2025011407102144200_ref097","doi-asserted-by":"publisher","first-page":"109015","DOI":"10.1016\/j.ijpe.2023.109015","article-title":"Are both generative AI and ChatGPT game changers for 21st-Century operations and supply chain excellence?","volume":"265","year":"2023","journal-title":"International Journal of Production Economics"},{"issue":"16","key":"key2025011407102144200_ref098","doi-asserted-by":"publisher","first-page":"5676","DOI":"10.1080\/00207543.2023.2294116","article-title":"ChatGPT and generative artificial intelligence: an exploratory study of key benefits and challenges in operations and supply chain management","volume":"62","year":"2024","journal-title":"International Journal of Production Research"},{"key":"key2025011407102144200_ref099","doi-asserted-by":"publisher","first-page":"113480","DOI":"10.1016\/j.jbusres.2022.113480","article-title":"Vaccine supply chain management: an intelligent system utilizing blockchain, IoT and machine learning","volume":"156","year":"2023","journal-title":"Journal of Business Research"},{"issue":"14","key":"key2025011407102144200_ref100","doi-asserted-by":"publisher","first-page":"2893","DOI":"10.1080\/10447318.2022.2087662","article-title":"Exploring the user acceptance of urban air mobility: extending the technology acceptance model with trust and service quality factors","volume":"39","year":"2023","journal-title":"International Journal of Human\u2013Computer Interaction"},{"key":"key2025011407102144200_ref101","doi-asserted-by":"publisher","first-page":"102716","DOI":"10.1016\/j.ijinfomgt.2023.102716","article-title":"Generative artificial intelligence in marketing: applications, opportunities, challenges, and research agenda","volume":"75","year":"2023","journal-title":"International Journal of Information Management"},{"issue":"3","key":"key2025011407102144200_ref102","doi-asserted-by":"publisher","first-page":"973","DOI":"10.1108\/IJLM-02-2020-0098","article-title":"Potentials of blockchain technologies for supply chain collaboration: a conceptual framework","volume":"32","year":"2021","journal-title":"The International Journal of Logistics Management"},{"issue":"1","key":"key2025011407102144200_ref103","doi-asserted-by":"publisher","first-page":"159","DOI":"10.3982\/ecta7749","article-title":"Selection and comparative advantage in technology adoption","volume":"79","year":"2011","journal-title":"Econometrica"}],"container-title":["Journal of Systems and Information Technology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/JSIT-04-2024-0143\/full\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/JSIT-04-2024-0143\/full\/html","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,24]],"date-time":"2025-07-24T22:23:46Z","timestamp":1753395826000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.emerald.com\/jsit\/article\/27\/2\/173-196\/1247272"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,1,16]]},"references-count":107,"alternative-id":["10.1108\/JSIT-04-2024-0143"],"URL":"https:\/\/doi.org\/10.1108\/jsit-04-2024-0143","relation":{},"ISSN":["1328-7265","1758-8847"],"issn-type":[{"value":"1328-7265","type":"print"},{"value":"1758-8847","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,1,16]]}}}