南非零售机构的大数据能力和准备情况

Joan Mneney, J. Van Belle
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引用次数: 22

摘要

大数据使组织能够利用通过不同设备和人员产生的大量数据来提高效率并产生更多利润。南非的零售机构已经在利用数据利用会员卡,但他们在使用大数据方面的能力和准备程度还不是很清楚。本文提出了一种定性的方法来了解大数据在南非零售组织中的当前能力和准备情况。两个理论模型;技术组织环境(TOE)和任务技术契合度(TTF)被用来了解在零售组织中采用和实施大数据的因素。我们对零售机构、大数据供应商和IT专业服务提供商的个人进行了半结构化访谈,以了解大数据在南非的现状。研究表明,南非的零售组织有能力并准备好采用和实施大数据,然而,从组织的角度来看,需要付出更多的努力,大数据技术供应商需要提供更多的支持,以使大数据在南非零售组织中实现更多的好处。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Big Data capabilities and readiness of South African retail organisations
Big Data enables organisations to use the large volumes of data generated through different devices and people to increase efficiency and generate more profits. South African retail organisations are already using data to their advantage using loyalty cards, but their capabilities and readiness in using Big Data is not very clear. This paper presents a qualitative approach to understand the current capabilities and readiness of Big Data in South African retail organisations. Two theoretical models; Technology Organisation Environment (TOE) together with Task Technology Fit (TTF) were used to understand the factors that enable adoption and implementation of Big Data in retail organisations. Semi structured interviews were conducted with individuals from retail organisations, Big Data vendors and IT professional service providers to get an understanding of the current status of Big Data in the South African context. The study reveals that South African retail organisations are capable and ready to adopt and implement Big Data, however, more efforts need to be placed from the organisational perspective and Big Data technology vendors need to provide more support to enable realisation of more benefits of Big Data in South African retail organisations.
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