Big Data Analytics;
Business Analytics;
Supply Chain Analytics;
Supply Chain Intelligence;
supply chain management;
Resource-based View;
BUSINESS INTELLIGENCE;
PREDICTIVE ANALYTICS;
KNOWLEDGE MANAGEMENT;
DYNAMIC-CAPABILITIES;
DATA INITIATIVES;
DECISION-MAKING;
DATA SCIENCE;
PERFORMANCE;
CHALLENGES;
INTEGRATION;
D O I:
10.1080/13675567.2017.1369501
中图分类号:
C93 [管理学];
学科分类号:
12 ;
1201 ;
1202 ;
120202 ;
摘要:
Big Data Analytics (BDA) has the potential to improve demand forecasting, communications and better manage supply chain resources. Despite such recognised benefits and the increase of BDA research, little is known about the general approaches used to investigate BDA in the context of supply chain management (SCM). In the light of the Resource-based View, the main goal of this study was, by means of a systematic literature review, to comprehend how BDA has been investigated on SCM studies, which resources are managed by BDA as well as which SCM processes are involved. Our study found out that the predictive and prescriptive approaches are more frequently used and organisational, technological and human resources are often managed by BDA. It was observed a focus on Demand Management and Order Fulfilment processes and a lack of studies on Returns Management, which indicates an open research area that should be exploited by future studies.
机构:
Univ Vaasa, Fac Technol, Dept Prod, Ind Management Unit, PL 700, Vaasa 65101, FinlandUniv Vaasa, Fac Technol, Dept Prod, Ind Management Unit, PL 700, Vaasa 65101, Finland
Addo-Tenkorang, Richard
;
Helo, Petri T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Vaasa, Fac Technol, Dept Prod, Ind Management Unit, PL 700, Vaasa 65101, FinlandUniv Vaasa, Fac Technol, Dept Prod, Ind Management Unit, PL 700, Vaasa 65101, Finland
机构:
Univ Seville, GIDEAO Res Grp, Dept Financial Econ & Operat Management, Fac Econ & Business Management, Seville 41005, SpainUniv Seville, GIDEAO Res Grp, Dept Financial Econ & Operat Management, Fac Econ & Business Management, Seville 41005, Spain
Alfalla-Luque, Rafaela
;
Medina-Lopez, Carmen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Seville, GIDEAO Res Grp, Dept Financial Econ & Operat Management, Fac Econ & Business Management, Seville 41005, SpainUniv Seville, GIDEAO Res Grp, Dept Financial Econ & Operat Management, Fac Econ & Business Management, Seville 41005, Spain
Medina-Lopez, Carmen
;
Dey, Prasanta Kumar
论文数: 0引用数: 0
h-index: 0
机构:
Aston Univ, Aston Business Sch, Birmingham B4 7ET, W Midlands, EnglandUniv Seville, GIDEAO Res Grp, Dept Financial Econ & Operat Management, Fac Econ & Business Management, Seville 41005, Spain
机构:
Univ Vaasa, Fac Technol, Dept Prod, Ind Management Unit, PL 700, Vaasa 65101, FinlandUniv Vaasa, Fac Technol, Dept Prod, Ind Management Unit, PL 700, Vaasa 65101, Finland
Addo-Tenkorang, Richard
;
Helo, Petri T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Vaasa, Fac Technol, Dept Prod, Ind Management Unit, PL 700, Vaasa 65101, FinlandUniv Vaasa, Fac Technol, Dept Prod, Ind Management Unit, PL 700, Vaasa 65101, Finland
机构:
Univ Seville, GIDEAO Res Grp, Dept Financial Econ & Operat Management, Fac Econ & Business Management, Seville 41005, SpainUniv Seville, GIDEAO Res Grp, Dept Financial Econ & Operat Management, Fac Econ & Business Management, Seville 41005, Spain
Alfalla-Luque, Rafaela
;
Medina-Lopez, Carmen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Seville, GIDEAO Res Grp, Dept Financial Econ & Operat Management, Fac Econ & Business Management, Seville 41005, SpainUniv Seville, GIDEAO Res Grp, Dept Financial Econ & Operat Management, Fac Econ & Business Management, Seville 41005, Spain
Medina-Lopez, Carmen
;
Dey, Prasanta Kumar
论文数: 0引用数: 0
h-index: 0
机构:
Aston Univ, Aston Business Sch, Birmingham B4 7ET, W Midlands, EnglandUniv Seville, GIDEAO Res Grp, Dept Financial Econ & Operat Management, Fac Econ & Business Management, Seville 41005, Spain