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Leveraging internet of things and big data analytics initiatives in European and American firms: Is data quality a way to extract business value?

机译:利用欧美公司的物联网和大数据分析计划:数据质量是获取业务价值的一种方法吗?

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摘要

Big data analytics (BDA) and the Internet of Things (IoT) tools are considered crucial investments for firms to distinguish themselves among competitors. Drawing on a strategic management perspective, this study proposes that BDA and IoT capabilities can create significant value in business processes if supported by a good level of data quality, which will lead to a better competitive advantage. Responses are collected from 618 European and American firms that use IoT and BDA applications. Partial least squares results reveal that better data quality is needed to unlock the value of IoT and BDA capabilities.
机译:大数据分析(BDA)和物联网(IoT)工具被视为企业在竞争者中脱颖而出的关键投资。基于战略管理的观点,本研究建议,如果有良好水平的数据质量支持,则BDA和IoT功能可以在业务流程中创造可观的价值,这将带来更好的竞争优势。响应是从618家使用IoT和BDA应用程序的欧美公司收集的。偏最小二乘结果表明,需要更好的数据质量来释放IoT和BDA功能的价值。

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