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

被引:1
作者
Yin, Qiaoyi [1 ,2 ,3 ]
Wang, Yunfei [3 ]
Song, Dian [4 ]
Lai, Fujun [5 ]
Collins, Brian [5 ]
Guo, Hangfei [6 ]
机构
[1] Zhejiang Gongshang Univ, Modern Business Res Ctr, Sch Business Adm MBA, Hangzhou, Peoples R China
[2] Zhejiang Gongshang Univ, Intelligent Management Inst, Hangzhou, Peoples R China
[3] Soochow Univ, Res Ctr Smarter Supply Chain, Business Sch, Suzhou, Peoples R China
[4] Soochow Univ, Sch Polit Sci & Publ Adm, Suzhou, Peoples R China
[5] Univ Southern Mississippi, Coll Business & Econ Dev, 118 Coll Drive 5077, Hattiesburg, MS 39406 USA
[6] Queens Univ Belfast, Queens Business Sch, 185 Stranmillis Rd, Belfast BT9 5EE, North Ireland
基金
中国国家自然科学基金;
关键词
Digitalization; Operational risk; Internal control systems; Supply chain network centrality; Diversification; SUPPLY CHAIN MANAGEMENT; BIG DATA ANALYTICS; SOCIAL PERFORMANCE; INTERNAL CONTROL; MODERATING ROLE; FIRM RISK; NETWORK; DIVERSIFICATION; TECHNOLOGY; CENTRALITY;
D O I
10.1016/j.ijpe.2024.109369
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
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.
引用
收藏
页数:17
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