技术的采用和预测:使用系统方法对云采用的动态建模

IF 7.4 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Journal of Enterprise Information Management Pub Date : 2023-10-18 DOI:10.1108/jeim-05-2023-0232
Mahak Sharma, Ruchita Gupta, Padmanav Acharya
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引用次数: 0

摘要

本文旨在研究印度背景下云计算(CC)采用因素之间因果关系的动态,同时考虑云采用者和云提供商的观点。案例研究的方法被用来理解这些因素之间的动态关系。利用来自印度具体病例的数据,已经编制了因果循环图(CLDs)。采用系统动态建模(SDM)和仿真方法,研究了各因素之间的关系及其对采用率的影响。研究结果显示,企业是否采用CC取决于说服因素(节省时间、成本和口碑)和约束因素(安全和经济损失)等多种因素。然而,我们可以看到,采用率对每次接触和口碑的采用率变化非常敏感。此外,采用者公司有更快的上市时间,这给公司带来了额外的优势。此外,使用CC服务,公司可以在信息技术(IT)服务方面很少甚至没有前期投资的情况下满足其项目或客户的需求。缺乏安全、标准化和未定义的服务水平协议是一些紧迫的问题,使公司难以评估服务的性能和可靠性。因此,需要立即关注CC及其服务的透明政策,从而建立信任。这是第一个也是唯一一个在做出采用决策时尝试探索和实证测试关键因素动态的工作,同时考虑了采用者和提供者的观点。本研究展示了一个企业从一个潜在的采用者到一个采用者和持续用户的历程。这项工作还从经验上测试了技术采用者如何从技术中受益。
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Adoption and forecasting of technology: modeling the dynamics of cloud adoption using a system approach
Purpose This paper aims to examine the dynamism of causal relationships among cloud computing (CC) adoption factors in the Indian context, considering the perspectives of both the cloud adopter and cloud provider. Design/methodology/approach The case-study method has been used to understand the dynamics among the factors. Using data from specific cases in India, causal loop diagrams (CLDs) have been developed. System dynamic modeling (SDM) and simulation are used to study the relationships and their effect on the adoption rate. Findings The results revealed that adoption of CC depends on various factors such as persuasion (time-saving, cost-saving and word of mouth) and constraint factors (security and financial loss). However, it is seen that the adoption rate is very sensitive to changes in adoption per contact and word of mouth. Further, the adopter firm has a quicker time to market, which gives an added advantage to the firm. Also, with CC services, a firm can fulfill its projects or clients' requirements with little to no upfront investment in information technology (IT) services. Practical implications Lack of security, standardization and undefined service-level agreements are a few pressing issues that make it difficult for firms to evaluate the performance and reliability of services. Hence, immediate attention is needed to make transparent policies on CC and its services, thereby building trust. Originality/value This is the first and only work that has tried to explore and empirically test the dynamics of critical factors while making an adoption decision, considering both the adopter and provider perspectives. This study shows the journey of a firm, starting from being a prospective adopter to an adopter and continuous user. The work also empirically tested how adopters of technology benefit from the technology.
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来源期刊
CiteScore
14.80
自引率
6.20%
发文量
30
期刊介绍: The Journal of Enterprise Information Management (JEIM) is a significant contributor to the normative literature, offering both conceptual and practical insights supported by innovative discoveries that enrich the existing body of knowledge. Within its pages, JEIM presents research findings sourced from globally renowned experts. These contributions encompass scholarly examinations of cutting-edge theories and practices originating from leading research institutions. Additionally, the journal features inputs from senior business executives and consultants, who share their insights gleaned from specific enterprise case studies. Through these reports, readers benefit from a comparative analysis of different environmental contexts, facilitating valuable learning experiences. JEIM's distinctive blend of theoretical analysis and practical application fosters comprehensive discussions on commercial discoveries. This approach enhances the audience's comprehension of contemporary, applied, and rigorous information management practices, which extend across entire enterprises and their intricate supply chains.
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