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Storytelling, business analytics and big data interpretation Literature review and theoretical propositions

机译:讲故事,业务分析和大数据解释文献综述与理论命题

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摘要

Purpose - The purpose of this paper is to explore the role of storytelling in data interpretation, decision-making and individual-level adoption of business analytics (BA). Design/methodology/approach - Existing theory is extended by introducing the concept of BA data-driven storytelling and by synthesizing insights from BA, storytelling, behavioral research, linguistics, psychology and neuroscience. Using theory-building methodology, a model with propositions is introduced to demonstrate the relationship between storytelling, data interpretation quality, decision-making quality, intention to use BA and actual BA use. Findings - BA data-driven storytelling is a narrative sensemaking heuristic positively influencing human behavior towards BA use. Organizations deliberately disseminating BA data-driven stories can improve the quality of individual data interpretation and decision-making, resulting in increased individual utilization of BA on a daily basis. Research limitations/implications - To acquire a deeper understanding of BA data-driven storytelling in behavioral operational research (BOR), future studies should test the theoretical model of this study and focus on exploring the complexity and diversity in individual attitudes toward BA. Practical implications - This study provides practical guidance for business practitioners who struggle with interpreting vast amounts of complex data, making data-driven decisions and incorporating BA into daily operations.
机译:目的 - 本文的目的是探讨讲故事,在商业分析(BA)的数据解释,决策和个人级别采用中的作用。设计/方法/方法 - 通过引入BA数据驱动讲故事的概念以及通过综合BA,讲故事,行为研究,语言学,心理学和神经科学的洞察来延长现有理论。使用理论建筑方法,引入了一个主题的模型,以展示讲故事,数据解释质量,决策质量,打算使用BA和实际使用的关系。调查结果 - BA数据驱动的讲故事是一种叙事的传感启发式,积极影响人类行为对BA使用。故意传播BA数据驱动的故事的组织可以提高个人数据解释和决策的质量,导致每天增加BA的个人利用。研究限制/含义 - 以更深入的了解行为运营研究(BOR),未来的研究应该测试本研究的理论模型,并专注于探索个人对BA态度的复杂性和多样性。实际意义 - 本研究为商业从业者提供了对解释大量复杂数据的商业从业者,使数据驱动的决策并将BA融入日常运营的实践指导。

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