How does big data analytics capability affect organizational resilience? The moderating role of data-driven organizational culture and agribusiness environmental dynamism

IF 8.2 2区管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS

Information & Management Pub Date : 2025-05-11 DOI:10.1016/j.im.2025.104179

Jinyuan Guo , Jiabao Lin , Jose Benitez

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引用次数: 0

Abstract

Turbulent environments amplify survival pressures on agribusinesses, underscoring the need for organizational resilience. While big data analytics capability (BDAC) is vital in strengthening organizational resilience, their relationship remains insufficiently explored. Grounded in the dynamic capability theory, this study investigates the impact of BDAC on organizational resilience and analyzes the moderating roles of data-driven organizational culture (DDOC) and agribusiness environmental dynamism. By surveying a matched-pair sample from 239 firms, we found that BDAC enables the development of both types of organizational resilience (proactive resilience and reactive resilience). Furthermore, DDOC and agribusiness environmental dynamism both moderate the relationship between BDAC and reactive resilience. This study contributes to the IS literature by theoretically and empirically revealing the impact and boundary conditions of BDAC on organizational resilience.

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大数据分析能力如何影响组织弹性？数据驱动型组织文化与农业综合企业环境动态的调节作用

动荡的环境加大了农业综合企业的生存压力，强调了组织弹性的必要性。虽然大数据分析能力（BDAC）对加强组织弹性至关重要，但它们之间的关系仍未得到充分探讨。基于动态能力理论，本研究考察了数据驱动型组织文化对农业综合企业组织弹性的影响，并分析了数据驱动型组织文化（DDOC）和环境动态性的调节作用。通过对239家企业的配对样本调查，我们发现BDAC可以促进两种类型的组织弹性（主动弹性和反应弹性）的发展。此外，DDOC和农业综合企业环境动态性都调节了BDAC与反应弹性的关系。本研究通过理论和实证揭示了BDAC对组织弹性的影响和边界条件，为IS文献做出了贡献。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Information & Management 工程技术-计算机：信息系统

CiteScore

17.90

自引率

6.10%

发文量

123

审稿时长

1 months

期刊介绍： Information & Management is a publication that caters to researchers in the field of information systems as well as managers, professionals, administrators, and senior executives involved in designing, implementing, and managing Information Systems Applications.