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Decision-making processes of SME in cloud computing adoption to create disruptive innovation: Mediating effect of collaboration.

机译:中小企业在采用云计算以创建颠覆性创新的决策过程:协作的中介作用。

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摘要

THE PROBLEM. The purpose of this quantitative correlation study was to assess the relationship between different Cloud service levels of effective business innovation for SMEs. In addition, the new knowledge gained from the benefits of Cloud adoption with knowledge sharing would enhance the decision making process for businesses to consider the adoption of Cloud technologies and its disruptive innovation. This study focused on answering two questions: (1) what factors influence the adoption of Cloud computing technology by management and decision makers in firms and (2) what is the mediating effect of collaboration and organization orientation on the relationship between Cloud computing usage and business disruptiveness innovation.;METHOD. Statistical tools analyzed the data collected from the online Qualtrics survey. Data analysis was conducted relative to the research questions and included descriptive statistics, reliability analysis, factor analysis, structural equation modeling, analysis of variance (ANOVA), chi-square test of independence, and multiple regression analysis.;RESULTS. These analyses revealed that 97.7% of the variation in the behavioral intent to adopt Cloud technology could be explained by perceived ease of use and perceived usefulness. On the other hand, only 67.8% of the variation in the disruptiveness innovation of the firm could be explained by PaaS and SaaS usages. The results from CFA and the analysis of the structural model were addressed with acceptable results. Furthermore, the mediated effects of collaboration capability and organization orientation on the relationship between Cloud computing usage and business disruptiveness innovation were established.
机译:问题。这项定量相关研究的目的是评估中小企业有效业务创新的不同云服务水平之间的关系。此外,从采用云技术和知识共享的好处中获得的新知识将增强企业考虑采用云技术及其颠覆性创新的决策过程。这项研究的重点是回答两个问题:(1)哪些因素会影响企业管理人员和决策者对云计算技术的采用;(2)协作和组织导向对云计算使用率与业务之间的关系的中介作用是什么?破坏性创新。统计工具分析了从在线Qualtrics调查收集的数据。相对于研究问题进行了数据分析,包括描述性统计,可靠性分析,因子分析,结构方程模型,方差分析(ANOVA),卡方独立性检验和多元回归分析。这些分析表明,采用云技术的行为意图中有97.7%的差异可以通过感知的易用性和感知的有用性来解释。另一方面,公司的破坏性创新变化中只有67.8%的变化可以通过PaaS和SaaS的使用来解释。 CFA的结果和结构模型的分析结果均可接受。此外,建立了协作能力和组织方向对云计算使用率与业务破坏性创新之间关系的中介效应。

著录项

  • 作者

    Sonthiprasat, Rattanawadee.;

  • 作者单位

    Alliant International University.;

  • 授予单位 Alliant International University.;
  • 学科 Business Administration General.;Information Technology.
  • 学位 D.B.A.
  • 年度 2014
  • 页码 187 p.
  • 总页数 187
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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