Big data analytics capability;
environmental dynamism;
organisational resilience;
firm performance;
RESOURCE-BASED PERSPECTIVE;
SUPPLY CHAIN RESILIENCE;
INFORMATION-TECHNOLOGY;
DECISION-MAKING;
BUSINESS STRATEGY;
INNOVATION;
IMPACT;
CONSTRUCTS;
GOVERNANCE;
VARIANCE;
D O I:
10.1080/0960085X.2024.2375262
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
In a dynamic environment, organisations are increasingly compelled to utilise big data analytics (BDA) to develop organisational resilience, which will help them weather disruptions and gain competitiveness. By investigating 213 Chinese firms across a diverse array of industries, this study seeks to uncover the mechanisms and boundary conditions through which BDA capability affects firm performance. Drawing on the organisational capabilities-based theory and information technology-enabled organisational capabilities perspective, we both theoretically and empirically verify that two types of organisational resilience (i.e., proactive resilience and reactive resilience) mediate the relationship between BDA capability and firm performance. Our findings reveal that environmental dynamism positively moderates the impact of BDA capability on reactive resilience and strengthens the positive mediation effect of reactive resilience on the relationship between BDA capability and firm performance. This study contributes to the information systems literature by theoretically and empirically clarifying the pivotal roles of proactive resilience and reactive resilience as mediating mechanisms and by describing the contingent effect of environmental dynamism on the relationship between BDA capability and performance. The results provide new insights into how managers deploy BDA to achieve superior performance in a dynamic environment.
机构:
Liaoning Univ, Fac Econ, Sunwah Int Business Sch, Shenyang 110000, Peoples R ChinaLiaoning Univ, Fac Econ, Sunwah Int Business Sch, Shenyang 110000, Peoples R China
Zhang, Hua
Yuan, Shaofeng
论文数: 0引用数: 0
h-index: 0
机构:
Liaoning Univ, Fac Econ, Business Sch, Shenyang 110000, Peoples R ChinaLiaoning Univ, Fac Econ, Sunwah Int Business Sch, Shenyang 110000, Peoples R China
机构:
Univ Manchester, Alliance Manchester Business Sch, Manchester, Lancs, EnglandUniv Manchester, Alliance Manchester Business Sch, Manchester, Lancs, England
Liu, Chien-Hung
Mehandjiev, Nikolay
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Alliance Manchester Business Sch, Manchester, Lancs, EnglandUniv Manchester, Alliance Manchester Business Sch, Manchester, Lancs, England
Mehandjiev, Nikolay
INFORMATION SYSTEMS, EMCIS 2019,
2020,
381
: 594
-
608
机构:
Univ Putra Malaysia, Sch Business & Econ, Serdang 43400, Malaysia
Shandong Youth Univ Polit Sci, Sch Econ & Management, Jinan 250103, Peoples R ChinaUniv Putra Malaysia, Sch Business & Econ, Serdang 43400, Malaysia
Yu, Danni
Tao, Shen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Putra Malaysia, Fac Med & Hlth Sci, Serdang 43400, MalaysiaUniv Putra Malaysia, Sch Business & Econ, Serdang 43400, Malaysia
Tao, Shen
Hanan, Abdul
论文数: 0引用数: 0
h-index: 0
机构:
Natl Coll Business Adm & Econ, Lahore 54000, PakistanUniv Putra Malaysia, Sch Business & Econ, Serdang 43400, Malaysia
Hanan, Abdul
Ong, Tze San
论文数: 0引用数: 0
h-index: 0
机构:
Univ Putra Malaysia, Sch Business & Econ, Serdang 43400, Malaysia
Daffodil Int Univ, Dept Business Adm, Dhaka 1000, BangladeshUniv Putra Malaysia, Sch Business & Econ, Serdang 43400, Malaysia
Ong, Tze San
Latif, Badar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Putra Malaysia, Sch Business & Econ, Serdang 43400, MalaysiaUniv Putra Malaysia, Sch Business & Econ, Serdang 43400, Malaysia
Latif, Badar
Ali, Mohsin
论文数: 0引用数: 0
h-index: 0
机构:
Bahauddin Zakariya Univ, Dept Commerce, Multan 40000, PakistanUniv Putra Malaysia, Sch Business & Econ, Serdang 43400, Malaysia