{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,11]],"date-time":"2026-02-11T02:33:22Z","timestamp":1770777202109,"version":"3.50.0"},"reference-count":68,"publisher":"Emerald","issue":"2","license":[{"start":{"date-parts":[[2019,3,11]],"date-time":"2019-03-11T00:00:00Z","timestamp":1552262400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IMDS"],"published-print":{"date-parts":[[2019,3,11]]},"abstract":"<jats:sec><jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title><jats:p>It is necessary to determine the processes affecting cloud computing service applications in supply chain management (SCM) systems in order to facilitate cloud computing service exchanges and transmission of data among supply chain members. The paper aims to discuss these issues.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title><jats:p>Drawing on the elaboration likelihood model (ELM) and integrating the commitment trust theory, this paper develops a theoretical model using argument advantage and source credibility constructs to examine the relationships among perceived usefulness, attitude, trust and usage intention.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Findings<\/jats:title><jats:p>The results indicate that both the central route and the peripheral route of the ELM have a positive influence on perceived usefulness. The argument advantage has a strong influence on perceived usefulness as compared to source credibility while source credibility has a strong impact on trust. Furthermore, the perceived usefulness of cloud computing services plays a pivotal role in attitude and intention, whereas trust has a weak effect on usage intention.<\/jats:p><\/jats:sec><jats:sec><jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title><jats:p>The proposed model not only explores the argument that potential user evaluations of both the advantages of cloud computing services and source credibility influence their affective states, which in turn affect their usage intention, but it also examines the mediating factors that influence processes related to cloud SCM acceptance.<\/jats:p><\/jats:sec>","DOI":"10.1108\/imds-12-2017-0589","type":"journal-article","created":{"date-parts":[[2018,8,23]],"date-time":"2018-08-23T08:19:41Z","timestamp":1535012381000},"page":"351-366","source":"Crossref","is-referenced-by-count":26,"title":["The determinants of using cloud supply chain adoption"],"prefix":"10.1108","volume":"119","author":[{"given":"Chinho","family":"Lin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Meichun","family":"Lin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"140","reference":[{"issue":"4","key":"key2020092419152572400_ref001","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1177\/002224299105500406","article-title":"Evolution of the marketing organization: new forms for turbulent environments","volume":"55","year":"1991","journal-title":"J. Marketing"},{"issue":"2","key":"key2020092419152572400_ref002","first-page":"61","article-title":"Consumers\u2019 acceptance and use of information and communications technology: a UTAUT and flow based theoretical model","volume":"8","year":"2013","journal-title":"Journal of Technology Management and Innovation"},{"issue":"3","key":"key2020092419152572400_ref003","doi-asserted-by":"crossref","first-page":"1232","DOI":"10.1016\/j.chb.2004.12.002","article-title":"Perceived usefulness, user involvement and behavioral intention: an empirical study of ERP implementation","volume":"23","year":"2007","journal-title":"Computers in Human Behavior"},{"issue":"3","key":"key2020092419152572400_ref004","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1037\/0033-2909.103.3.411","article-title":"Structural equation modeling in practice: a review and recommended two- step approach","volume":"103","year":"1988","journal-title":"Psychological Bulletin"},{"key":"key2020092419152572400_ref005","unstructured":"Aral, S., Sundararajan, A. and Xin, M. (2010), \u201cDeveloping competitive advantage in the cloud: qualitative findings\u201d, Harvard Business Review, available at: https:\/\/hbr.org\/2010\/12\/developing-competitive-advanta (accessed May 15, 2016)."},{"issue":"3","key":"key2020092419152572400_ref006","doi-asserted-by":"crossref","first-page":"396","DOI":"10.1177\/002224377701400320","article-title":"Estimating nonresponse bias in mail surveys","volume":"14","year":"1977","journal-title":"Journal of Marketing Research"},{"issue":"1","key":"key2020092419152572400_ref007","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1108\/13598540410517566","article-title":"Understanding the meaning of collaboration in the supply chain","volume":"9","year":"2004","journal-title":"Supply Chain Management: An International Journal"},{"issue":"4","key":"key2020092419152572400_ref008","doi-asserted-by":"crossref","first-page":"805","DOI":"10.2307\/25148755","article-title":"Influence processes for information technology acceptance: an elaboration likelihood model","volume":"30","year":"2006","journal-title":"MIS Quarterly"},{"issue":"2","key":"key2020092419152572400_ref009","doi-asserted-by":"crossref","first-page":"170","DOI":"10.1057\/ejis.2015.10","article-title":"Handle mergers and acquisitions with care: the fragility of trust between the IT-service provider and end-users","volume":"25","year":"2016","journal-title":"European Journal of Information Systems"},{"issue":"22","key":"key2020092419152572400_ref010","first-page":"599","article-title":"Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility","volume":"25","year":"2009","journal-title":"Future Generation computer systems"},{"issue":"22","key":"key2020092419152572400_ref011","doi-asserted-by":"crossref","first-page":"6613","DOI":"10.1080\/00207540903349039","article-title":"Supply chain collaboration: conceptualisation and instrument development","volume":"48","year":"2010","journal-title":"International Journal of Production Research"},{"issue":"2","key":"key2020092419152572400_ref012","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1108\/09574091211265350","article-title":"Adoption of cloud computing technologies in supply chains: an organizational information processing theory approach","volume":"23","year":"2012","journal-title":"International Journal of Logistics Management"},{"issue":"4","key":"key2020092419152572400_ref013","doi-asserted-by":"crossref","first-page":"976","DOI":"10.1287\/isre.2013.0500","article-title":"Information technology competencies, organizational agility, and firm performance: enabling and facilitating roles","volume":"24","year":"2013","journal-title":"Information Systems Research"},{"issue":"4","key":"key2020092419152572400_ref014","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1504\/IJSSS.2014.066645","article-title":"Survey of SOA and cloud-based B2B e-commerce and supply chain applications","volume":"6","year":"2014","journal-title":"International Journal of Society System Science"},{"key":"key2020092419152572400_ref015","unstructured":"CommonWealth Magazine (2015), \u201cTop two thousand enterprises survey ranking\u201d, available at: http:\/\/issue.cw.com.tw\/ipad\/201605_2000\/ (accessed December 10, 2016)."},{"issue":"8","key":"key2020092419152572400_ref016","doi-asserted-by":"crossref","first-page":"982","DOI":"10.1287\/mnsc.35.8.982","article-title":"User acceptance of computer technology: a comparison of two theoretical models","volume":"35","year":"1989","journal-title":"Management Science"},{"issue":"4","key":"key2020092419152572400_ref017","first-page":"243","article-title":"The impact of security and scalability of cloud service on supply chain performance","volume":"12","year":"2011","journal-title":"Journal of Electronic Commerce Research"},{"issue":"9\/10","key":"key2020092419152572400_ref018","doi-asserted-by":"crossref","first-page":"600","DOI":"10.1108\/09600039710188657","article-title":"Using the elaboration likelihood model to guide customer service-based segmentation","volume":"27","year":"1997","journal-title":"International Journal of Physical Distribution & Logistics Management"},{"issue":"3","key":"key2020092419152572400_ref019","first-page":"39","article-title":"Structural equation models with unobservable variables and measurement error","volume":"18","year":"1981","journal-title":"Journal of Marketing Research"},{"issue":"4","key":"key2020092419152572400_ref020","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1177\/002224298805200406","article-title":"Just-in-time exchange relationships in industrial markets","volume":"52","year":"1988","journal-title":"Journal of Marketing"},{"issue":"2","key":"key2020092419152572400_ref021","doi-asserted-by":"crossref","first-page":"70","DOI":"10.1177\/002224299906300205","article-title":"The different roles of satisfaction, trust, and commitment in customer relationships","volume":"63","year":"1999","journal-title":"Journal of Marketing"},{"issue":"1","key":"key2020092419152572400_ref022","doi-asserted-by":"crossref","first-page":"51","DOI":"10.2307\/30036519","article-title":"Trust and TAM in online shopping: an integrated model","volume":"27","year":"2003","journal-title":"MIS Quarterly"},{"issue":"1","key":"key2020092419152572400_ref023","first-page":"43","article-title":"Trusted supply chains: surveying competitive value of the cloud","volume":"19","year":"2015","journal-title":"International Journal of Multimedia Intelligence and Security"},{"issue":"2","key":"key2020092419152572400_ref024","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1016\/j.ijinfomgt.2014.11.001","article-title":"The mediating role of trust and commitment on members\u2019 continuous knowledge sharing intention: a commitment-trust theory perspective","volume":"35","year":"2015","journal-title":"International Journal of Information Management"},{"issue":"4","key":"key2020092419152572400_ref025","doi-asserted-by":"crossref","first-page":"408","DOI":"10.1080\/03637750903310360","article-title":"Beyond Baron and Kenny: statistical mediation analysis in the new Mmllennium","volume":"76","year":"2009","journal-title":"Communication Monographs"},{"issue":"2","key":"key2020092419152572400_ref026","doi-asserted-by":"crossref","first-page":"497","DOI":"10.25300\/MISQ\/2014\/38.2.08","article-title":"The effects of web personalization on user attitude and behavior: and integration of the elaboration likelihood model and consumer search theory","volume":"38","year":"2014","journal-title":"MIS Quarterly"},{"key":"key2020092419152572400_ref027","volume-title":"Cost Accounting: A Managerial Emphasis","year":"2010"},{"issue":"C","key":"key2020092419152572400_ref028","first-page":"170","article-title":"An exploration of the factors influencing social media continuance usage and information sharing intentions among Korean travellers","volume":"63","year":"2017","journal-title":"Tourism Management"},{"issue":"3","key":"key2020092419152572400_ref029","doi-asserted-by":"crossref","first-page":"279","DOI":"10.2307\/249498","article-title":"Personal computing acceptance factors in small firms: a structural equation model","volume":"21","year":"1997","journal-title":"MIS Quarterly"},{"issue":"5","key":"key2020092419152572400_ref030","doi-asserted-by":"crossref","first-page":"1172","DOI":"10.1016\/j.chb.2009.04.008","article-title":"How to keep members using the information in a computer-supported social network","volume":"25","year":"2009","journal-title":"Computers in Human Behavior"},{"issue":"3","key":"key2020092419152572400_ref031","doi-asserted-by":"crossref","first-page":"377","DOI":"10.1016\/j.im.2003.08.004","article-title":"The development of initial trust in an online company by new customers","volume":"41","year":"2004","journal-title":"Information & Management"},{"issue":"3","key":"key2020092419152572400_ref068","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1016\/S0378-7206(01)00143-4","article-title":"Why do people use information technology: a critical review of the technology acceptance model","volume":"40","year":"2003","journal-title":"Information and Management"},{"issue":"7","key":"key2020092419152572400_ref032","doi-asserted-by":"crossref","first-page":"593","DOI":"10.1108\/08876040210447333","article-title":"Customer-relationship levels \u2013 from spurious to true relationships","volume":"16","year":"2002","journal-title":"Journal of Services Marketing"},{"issue":"2","key":"key2020092419152572400_ref033","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1108\/17505931211265435","article-title":"Perceived ethics of online retailers and consumer behavioral intentions: the mediating roles of trust and attitude","volume":"6","year":"2012","journal-title":"Journal of Research in Interactive Marketing"},{"issue":"6","key":"key2020092419152572400_ref034","doi-asserted-by":"crossref","first-page":"533","DOI":"10.1016\/j.ijinfomgt.2012.04.001","article-title":"Cloud computing as an innovation: percepetion, attitude, and adoption","volume":"32","year":"2012","journal-title":"International Journal of Information Management"},{"issue":"2","key":"key2020092419152572400_ref035","doi-asserted-by":"crossref","first-page":"402","DOI":"10.1016\/S0160-7383(97)80009-6","article-title":"Modeling resident attitudes toward tourism","volume":"24","year":"1997","journal-title":"Annals of Tourism Research"},{"issue":"1\/3","key":"key2020092419152572400_ref036","first-page":"53","article-title":"Modelling cloud data for prototype manufacturing","volume":"138","year":"2003","journal-title":"J. Mater. Process. Technol"},{"issue":"1","key":"key2020092419152572400_ref037","doi-asserted-by":"crossref","first-page":"176","DOI":"10.1016\/j.dss.2010.12.006","article-title":"Cloud computing \u2013 the business perspective","volume":"51","year":"2011","journal-title":"Decision Support Systems"},{"issue":"3","key":"key2020092419152572400_ref038","doi-asserted-by":"crossref","first-page":"709","DOI":"10.5465\/amr.1995.9508080335","article-title":"An integrative model of organizational trust","volume":"20","year":"1995","journal-title":"Academy of Management Review"},{"issue":"1","key":"key2020092419152572400_ref039","first-page":"39","article-title":"Combining business intelligence with cloud computing to delivery agility in actual economy","volume":"45","year":"2011","journal-title":"Journal of Economic Computation and Economic Cybernetics Studies"},{"issue":"3","key":"key2020092419152572400_ref040","first-page":"504","article-title":"Identification of a company\u2019s suitability for the adoption of cloud computing and modelling its corresponding return on investment","volume":"53","year":"2011","journal-title":"Mathematical and Computer Modelling"},{"issue":"4","key":"key2020092419152572400_ref041","first-page":"77","article-title":"Relationships between providers and users of market research: the dynamics of trust within and between organizations","volume":"55","year":"1992","journal-title":"Journal of Marketing"},{"issue":"3","key":"key2020092419152572400_ref042","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1177\/002224299405800302","article-title":"The commitment-trust theory of relationship marketing.","volume":"58","year":"1994","journal-title":"Journal of Marketing"},{"key":"key2020092419152572400_ref043","unstructured":"Nissenbaum, H. (1999), \u201cCan trust be secured online? A theoretical perspective\u201d, available at: https:\/\/philpapers.org\/rec\/NISCTB (accessed June 16, 2016)."},{"issue":"3","key":"key2020092419152572400_ref044","doi-asserted-by":"crossref","first-page":"613","DOI":"10.1016\/j.apergo.2013.09.005","article-title":"Usability and perceived usefulness of personal health records for preventive health care: a case study focusing on patients\u2019 and primary care providers\u2019 perspectives","volume":"45","year":"2014","journal-title":"Applied Ergonomics"},{"issue":"2","key":"key2020092419152572400_ref045","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1016\/0148-2963(83)90030-9","article-title":"Source credibility as a function of communicator physical attractiveness","volume":"11","year":"1983","journal-title":"Journal of Business Research"},{"key":"key2020092419152572400_ref046","first-page":"693","article-title":"Privacy, security and trust issues arising from cloud computing","year":"2010"},{"key":"key2020092419152572400_ref047","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1016\/S0065-2601(08)60214-2","article-title":"The elaboration likelihood model of persuasion","volume":"19","year":"1986","journal-title":"Advances in Experimental Social Psychology"},{"issue":"01","key":"key2020092419152572400_ref048","first-page":"2277","article-title":"A holistic review on trust and reputation management systems for digital environments","volume":"01","year":"2012","journal-title":"International Journal of Computer and Information Technology"},{"issue":"5","key":"key2020092419152572400_ref049","doi-asserted-by":"crossref","first-page":"604","DOI":"10.1108\/14684520710832324","article-title":"A conceptual model of trust in the online environment","volume":"31","year":"2007","journal-title":"Online Information Review"},{"issue":"5","key":"key2020092419152572400_ref050","doi-asserted-by":"crossref","first-page":"404","DOI":"10.1108\/09600030910973742","article-title":"Minimizing supply chain disruption risk through enhanced flexibility","volume":"39","year":"2009","journal-title":"International Journal of Physical Distribution & Logistics Management"},{"issue":"1","key":"key2020092419152572400_ref051","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1007\/s40171-013-0055-4","article-title":"Characteristics of cloud computing in the business context: a systematic literature review","volume":"15","year":"2014","journal-title":"Global Journal of Flexible Systems Management"},{"issue":"6","key":"key2020092419152572400_ref052","doi-asserted-by":"crossref","first-page":"683","DOI":"10.1177\/009365000027006001","article-title":"Source orientation in human-computer interaction: programmer, networker, or independent social actor?","volume":"27","year":"2000","journal-title":"Communication Research"},{"issue":"1","key":"key2020092419152572400_ref053","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1287\/isre.14.1.47.14767","article-title":"Informational influence in organizations: an integrated approach to knowledge adoption.","volume":"14","year":"2003","journal-title":"Information Systems Research"},{"issue":"3","key":"key2020092419152572400_ref054","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1287\/isre.1050.0058","article-title":"Web personalization as a persuasion strategy: an elaboration likelihood model perspective","volume":"16","year":"2005","journal-title":"Information Systems Research"},{"issue":"5","key":"key2020092419152572400_ref055","doi-asserted-by":"crossref","first-page":"427","DOI":"10.1016\/j.omega.2004.12.005","article-title":"Sharing shipment quantity information in the supply chain","volume":"34","year":"2006","journal-title":"Omega"},{"key":"key2020092419152572400_ref056","volume-title":"Cultural Assessment","year":"1984"},{"issue":"3","key":"key2020092419152572400_ref057","doi-asserted-by":"crossref","first-page":"425","DOI":"10.2307\/30036540","article-title":"User acceptance of information technology: Toward a unified view","volume":"27","year":"2003","journal-title":"MIS Quarterly"},{"issue":"4","key":"key2020092419152572400_ref058","doi-asserted-by":"crossref","first-page":"232","DOI":"10.1016\/j.rcim.2013.01.005","article-title":"An interoperable solution for cloud manufacturing","volume":"29","year":"2013","journal-title":"Robotics and Computer-Integrated Manufacturing"},{"issue":"4","key":"key2020092419152572400_ref059","doi-asserted-by":"crossref","first-page":"660","DOI":"10.1109\/TSC.2015.2491285","article-title":"Trust-based service composition and binding with multiple objective optimization in service-oriented mobile Ad Hoc Networks","volume":"10","year":"2017","journal-title":"IEEE Transactions on Services Computing"},{"issue":"3","key":"key2020092419152572400_ref060","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1111\/j.1745-493x.2012.03287.x","article-title":"Cloud computing in support of supply chain information system infrastructure: understanding when to go to the cloud","volume":"49","year":"2013","journal-title":"Journal of Supply Chain Management"},{"issue":"1","key":"key2020092419152572400_ref061","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1016\/j.rcim.2011.07.002","article-title":"From cloud computing to cloud manufacturing","volume":"28","year":"2012","journal-title":"Robotics and Computer-Integrated Manufacturing"},{"issue":"4","key":"key2020092419152572400_ref062","doi-asserted-by":"crossref","first-page":"575","DOI":"10.1016\/S0378-7206(04)00073-4","article-title":"Development and validation of an instrument to measure user perceived service quality of information presenting web portals","volume":"42","year":"2005","journal-title":"Information & Management"},{"issue":"1","key":"key2020092419152572400_ref063","first-page":"128","article-title":"Factor that influence customers\u2019 buying intention on shopping online","volume":"3","year":"2011","journal-title":"International Journal of Marketing Studies"},{"issue":"4","key":"key2020092419152572400_ref064","doi-asserted-by":"crossref","first-page":"656","DOI":"10.1108\/K-01-2017-0012","article-title":"Factors facilitating user projects success in co-innovation communities","volume":"47","year":"2018","journal-title":"Kybernetes"},{"key":"key2020092419152572400_ref065","doi-asserted-by":"crossref","first-page":"1518","DOI":"10.1016\/j.chb.2012.03.021","article-title":"Understanding users\u2019 initial trust in mobile banking: an elaboration likelihood perspective","volume":"28","year":"2012","journal-title":"Computers in Human Behavior"},{"issue":"3","key":"key2020092419152572400_ref066","doi-asserted-by":"crossref","first-page":"583","DOI":"10.1016\/j.future.2010.12.006","article-title":"Addressing cloud computing security issues","volume":"28","year":"2012","journal-title":"Future Generation Computer Systems"},{"issue":"3","key":"key2020092419152572400_ref067","first-page":"656","article-title":"Citizenship behavior and social exchange","volume":"37","year":"1994","journal-title":"The Academy of Management Journal"}],"container-title":["Industrial Management &amp; Data Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/IMDS-12-2017-0589\/full\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/IMDS-12-2017-0589\/full\/html","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,24]],"date-time":"2025-07-24T21:54:18Z","timestamp":1753394058000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.emerald.com\/imds\/article\/119\/2\/351-366\/178602"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,3,11]]},"references-count":68,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2019,3,11]]}},"alternative-id":["10.1108\/IMDS-12-2017-0589"],"URL":"https:\/\/doi.org\/10.1108\/imds-12-2017-0589","relation":{},"ISSN":["0263-5577"],"issn-type":[{"value":"0263-5577","type":"print"}],"subject":[],"published":{"date-parts":[[2019,3,11]]}}}