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首页> 外文期刊>International journal of transitions and innovation systems >Analytical tool adoption level: a case study based on an evidential reasoning approach
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Analytical tool adoption level: a case study based on an evidential reasoning approach

机译：分析工具的采用水平：基于证据推理方法的案例研究

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摘要

Adoption of analytical tools (AAT) represents a conjunction of data analysis, information technology and quantitative models used to predict trends and behaviours, reduce risks and make more robust decisions. This study proposes a hierarchical framework to investigate how analytical tools are adopted in companies. The framework consists of four constructs: management supported by data analysis, data-based competitive advantages, systems thinking and communication with outside actors. Data was collected from a range of companies in different sectors, with information received from 255 decision makers on the analytical practices in their companies. The collected data was then processed and analysed through the use of an evidential reasoning algorithm. The results were discussed regarding the adoption of analytical tools such as overall performance and distributed assessments. Sensitivity analysis was conducted. Finally, guidelines were offered for stakeholders interested in expanding analytical capabilities in their organisations.
机译：采用分析工具（AAT）代表了数据分析，信息技术和定量模型的结合，用于预测趋势和行为，降低风险并做出更可靠的决策。这项研究提出了一个层次框架，以调查公司如何采用分析工具。该框架由四个结构组成：由数据分析支持的管理，基于数据的竞争优势，系统思考以及与外部参与者的沟通。数据收集自不同部门的一系列公司，并从255个决策者那里获得了有关其公司分析实践的信息。然后使用证据推理算法对收集到的数据进行处理和分析。讨论了有关采用分析工具（如总体绩效和分布式评估）的结果。进行了敏感性分析。最后，为有兴趣在组织中扩展分析能力的利益相关者提供了指南。

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