技术在预测中小企业采用商业分析中的作用

M. Atan, Rosli Mahmood
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摘要

研究表明,使用商业分析的数据驱动决策可以为组织创造竞争优势。然而,只有当组织成功地接受并有效地使用业务分析时,这才会发生。许多研究报告了大型组织的业务分析实施,而较少的研究关注中小型企业(sme)。此外,中小企业在技术吸收方面得分较低。因此,有必要对中小企业的业务分析采用情况进行研究。已有研究报道,相对优势和兼容性是技术维度下采用创新技术最突出的因素。然而,文献报道了在采用各种技术时相对优势和兼容性的重要性方面不一致的发现。因此,本研究进行了一项基于定量调查的研究,以检验相对优势和兼容性在预测中小企业采用业务分析方面的意义。样本采用系统随机抽样从马来西亚国家企业家数据库中选择。共有241家中小企回应以电邮发出的网上调查。使用偏最小二乘结构方程模型(PLS-SEM)的分析表明,相对优势与业务分析的采用显著相关;然而,兼容性并没有影响马来西亚中小企业对业务分析的采用。这一发现表明,中小企业对商业分析的相对优势了解得越好,采用的可能性就越高。此外,马来西亚中小企业的兼容性较低阻碍了业务分析的采用。这项研究有助于理论方面,统计上为发现不一致的技术采用差距提供了信息。此外,本研究还有助于实践方面,管理者、所有者、供应商和政策制定者可以利用这些发现来刺激和促进发展中国家中小企业采用业务分析。
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The Role of Technology in Predicting Business Analytics Adoption in SMEs
Research shows that data-driven decision making using business analytics can create competitive advantages for organisations. However, this can only happen if the organisations successfully accept and use the business analytics effectively. Many studies reported business analytics implementation in large organisations, and fewer studies focus on Small and Medium Enterprises (SMEs). Furthermore, SMEs are scoring lower scores in technology absorption. Therefore, it is essential to examine the business analytics adoption among SMEs. Previous research has reported that relative advantage and compatibility were the most highlighted factors under the technology dimension in adopting innovative technologies. However, the literature reported inconsistent findings on the significance of relative advantage and compatibility in adopting various technologies. Therefore, this research conducted a quantitative survey-based study to examine the significance of relative advantage and compatibility in predicting business analytics adoption among SMEs. The sample was selected using systematic random sampling from a Malaysian national entrepreneurs database. There were 241 SMEs that responded to the online survey sent by email. The analysis using the partial least squares structural equation modelling (PLS-SEM) informed that relative advantage was significantly related to business analytics adoption; however, compatibility did not influence the business analytics adoption by SMEs in Malaysia. This finding shows that the better the relative advantage of business analytics SMEs know, the higher the possibility of adoption. In addition, less compatibility of the SMEs in Malaysia hindered the business analytics adoption. This study contributes to the theoretical aspect, which statistically informed the finding out of inconsistent gaps in technology adoption. Furthermore, this study also contributes to the practical aspect, in which managers, owners, vendors, and policy-makers can use these findings to spur and facilitate business analytics adoption among SMEs in developing countries.
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