数据可用性问题:作为行动模式的决策

IF 2.8 Q2 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
Arif Wibisono, David Sammon, C. Heavin
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引用次数: 2

摘要

本研究调查了组织单位如何组织以工作为中心的数据活动(WCDA)来应对数据可用性问题(在其集中式和分散式系统景观的背景下)。为了揭示这些经常不可见的WCDA行为模式,我们提出了一个实地研究的质量保证(QA)单位的印度尼西亚糖业种植公司。我们使用开放编码和叙事网络(NN)方法来完成我们的分析。我们的研究结果表明,数据可用性问题产生了三种行动模式:双重检查、谨慎控制和谨慎处理。通过更好地理解这些可视化模式,组织可以为管理数据构建可信的图像。最后,我们将讨论这些操作模式在数据治理上下文中的优缺点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Data availability issues: decisions as patterns of action
ABSTRACT This research investigates how an organisational unit organises workaround-centric data activities (WCDA) to cope with data availability issues (in the context of their centralised and decentralised systems landscape). To unpack these often-invisible WCDA patterns of action, we present a field study of a Quality Assurance (QA) unit of an Indonesian sugar plantation company. We use open coding and a narrative network (NN) approach to complete our analysis. Our findings reveal that data availability issues produce three patterns of action: dual inspection, prudent control, and mindful handling. An organisation can build plausible pictures for governing data by better understanding these visualised patterns. Lastly, we discuss the pros and cons of these patterns of action in the context of data governance.
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来源期刊
Journal of Decision Systems
Journal of Decision Systems OPERATIONS RESEARCH & MANAGEMENT SCIENCE-
CiteScore
6.30
自引率
23.50%
发文量
55
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