The impact of digitalization on operational risk: An organizational information processing perspective

IF 9.8 1区 工程技术 Q1 ENGINEERING, INDUSTRIAL
Qiaoyi Yin , Yunfei Wang , Dian Song , Fujun Lai , Brian Collins , Hangfei Guo
{"title":"The impact of digitalization on operational risk: An organizational information processing perspective","authors":"Qiaoyi Yin ,&nbsp;Yunfei Wang ,&nbsp;Dian Song ,&nbsp;Fujun Lai ,&nbsp;Brian Collins ,&nbsp;Hangfei Guo","doi":"10.1016/j.ijpe.2024.109369","DOIUrl":null,"url":null,"abstract":"<div><p>Digitalization has emerged as a mitigation tool for business risks. However, digitalization has not been effectively utilized because the mechanism of digitalization mitigating risks is still in the dark box. Drawing upon organizational information processing theory, we propose that digitalization reduces operational risk through internal control systems and supply chain networks (SCN). Based on the data of Chinese public firms from 2010 to 2019, we confirm that both improving internal control system quality and reducing SCN centrality are effective vehicles to help digitalization combat operational risk. Specifically, a high degree of digitalization leads to high-quality internal control systems, which, in turn, leads to low operational risk. Inversely, digitalization increases SCN centrality, which, in turn, leads to high operational risk. Furthermore, the positive mediation effect of SCN centrality is significantly more substantial than the negative mediation effect of internal control system quality. Subsequent moderating effect analysis shows that diversification does not impact the mediation effect of internal control system quality but strengthens the mediation effect of SCN centrality. This study deepens the understanding of the risk mitigation effect of digitalization and offers meaningful metrics for managers to prevent firms from suffering unexpected risks.</p></div>","PeriodicalId":14287,"journal":{"name":"International Journal of Production Economics","volume":"276 ","pages":"Article 109369"},"PeriodicalIF":9.8000,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Production Economics","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0925527324002263","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, INDUSTRIAL","Score":null,"Total":0}
引用次数: 0

Abstract

Digitalization has emerged as a mitigation tool for business risks. However, digitalization has not been effectively utilized because the mechanism of digitalization mitigating risks is still in the dark box. Drawing upon organizational information processing theory, we propose that digitalization reduces operational risk through internal control systems and supply chain networks (SCN). Based on the data of Chinese public firms from 2010 to 2019, we confirm that both improving internal control system quality and reducing SCN centrality are effective vehicles to help digitalization combat operational risk. Specifically, a high degree of digitalization leads to high-quality internal control systems, which, in turn, leads to low operational risk. Inversely, digitalization increases SCN centrality, which, in turn, leads to high operational risk. Furthermore, the positive mediation effect of SCN centrality is significantly more substantial than the negative mediation effect of internal control system quality. Subsequent moderating effect analysis shows that diversification does not impact the mediation effect of internal control system quality but strengthens the mediation effect of SCN centrality. This study deepens the understanding of the risk mitigation effect of digitalization and offers meaningful metrics for managers to prevent firms from suffering unexpected risks.

数字化对运营风险的影响:组织信息处理视角
数字化已成为一种降低商业风险的工具。然而,数字化并未得到有效利用,因为数字化降低风险的机制仍处于黑箱之中。借鉴组织信息处理理论,我们提出数字化可通过内部控制系统和供应链网络(SCN)降低经营风险。基于2010年至2019年中国上市公司的数据,我们证实了提高内控体系质量和降低供应链网络中心性是帮助数字化对抗运营风险的有效载体。具体来说,数字化程度高,内控体系质量高,运营风险低。反之,数字化会增加 SCN 中心性,进而导致高运营风险。此外,SCN 中心性的正向中介效应明显大于内部控制系统质量的负向中介效应。随后的调节效应分析表明,多元化并不影响内部控制系统质量的中介效应,但却加强了 SCN 中心性的中介效应。这项研究加深了对数字化风险缓解效应的理解,为管理者提供了有意义的衡量标准,以防止企业遭受意外风险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
International Journal of Production Economics
International Journal of Production Economics 管理科学-工程:工业
CiteScore
21.40
自引率
7.50%
发文量
266
审稿时长
52 days
期刊介绍: The International Journal of Production Economics focuses on the interface between engineering and management. It covers all aspects of manufacturing and process industries, as well as production in general. The journal is interdisciplinary, considering activities throughout the product life cycle and material flow cycle. It aims to disseminate knowledge for improving industrial practice and strengthening the theoretical base for decision making. The journal serves as a forum for exchanging ideas and presenting new developments in theory and application, combining academic standards with practical value for industrial applications.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信