The impact of business analytics on supply chain performance

被引：259
|
作者：
Trkman, Peter [1 ]
McCormack, Kevin
Valadares de Oliveira, Marcos Paulo [2 ]
Ladeira, Marcelo Bronzo [2 ]
机构：
[1] Univ Ljubljana, Fac Econ, Kardeljeva Ploscad 17, Ljubljana 1000, Slovenia
[2] Univ Fed Minas Gerais, Belo Horizonte, MG, Brazil
来源：
DECISION SUPPORT SYSTEMS | 2010年 / 49卷 / 03期
关键词：
Supply chain management; Analytical capabilities; Information systems; Business process management; Performance; SCOR; INFORMATION-TECHNOLOGY; FIRM PERFORMANCE; RISK-MANAGEMENT; SUPPORT; SYSTEM; INTELLIGENCE; DESIGN; COLLABORATION; CAPABILITIES; SIMULATION;
D O I：
10.1016/j.dss.2010.03.007
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The paper investigates the relationship between analytical capabilities in the plan, source, make and deliver area of the supply chain and its performance using information system support and business process orientation as moderators. Structural equation modeling employs a sample of 310 companies from different industries from the USA, Europe, Canada, Brazil and China. The findings suggest the existence of a statistically significant relationship between analytical capabilities and performance. The moderation effect of information systems support is considerably stronger than the effect of business process orientation. The results provide a better understanding of the areas where the impact of business analytics may be the strongest. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码：318 / 327
页数：10
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