Big data;
Management research;
Literature review;
WORD-OF-MOUTH;
SUPPLY CHAIN MANAGEMENT;
ONLINE PRODUCT REVIEWS;
GENERATED CONTENT EVIDENCE;
LINGUISTIC STYLE MATCHES;
MOVIE BOX-OFFICE;
SOCIAL MEDIA USE;
DATA-ANALYTICS;
SENTIMENT ANALYSIS;
MODERATING ROLE;
D O I:
10.1016/j.ijpe.2017.06.006
中图分类号:
T [工业技术];
学科分类号:
08 ;
摘要:
In recent years, big data has emerged as one of the prominent buzzwords in business and management. In spite of the mounting body of research on big data across the social science disciplines, scholars have offered little synthesis on the current state of knowledge. To take stock of academic research that contributes to the big data revolution, this paper tracks scholarly work's perspectives on big data in the management domain over the past decade. We identify key themes emerging in management studies and develop an integrated framework to link the multiple streams of research in fields of organisation, operations, marketing, information management and other relevant areas. Our analysis uncovers a growing awareness of big data's business values and managerial changes led by data-driven approach. Stemming from the review is the suggestion for research that both structured and unstructured big data should be harnessed to advance understanding of big data value in informing organisational decisions and enhancing firm competitiveness. To discover the full value, firms need to formulate and implement a data-driven strategy. In light of these, the study identifies and outlines the implications and directions for future research.
机构:
Virginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Virginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USAVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Abrahams, Alan S.
Fan, Weiguo
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Tech, Accounting & Informat Syst Dept, Blacksburg, VA 24061 USA
Shanghai Univ Finance & Econ, Sch Informat Engn & Management, Shanghai, Peoples R ChinaVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Fan, Weiguo
Wang, G. Alan
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USAVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Wang, G. Alan
Zhang, Zhongju
论文数: 0引用数: 0
h-index: 0
机构:
Univ Connecticut, Sch Business, Operat & Informat Management Dept, Storrs, CT 06269 USAVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Zhang, Zhongju
Jiao, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Microsoft, Bellevue, WA 98004 USAVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
机构:
Rey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, SpainRey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, Spain
Alfaro, Cesar
Cano-Montero, Javier
论文数: 0引用数: 0
h-index: 0
机构:
Rey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, SpainRey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, Spain
Cano-Montero, Javier
Gomez, Javier
论文数: 0引用数: 0
h-index: 0
机构:
Rey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, SpainRey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, Spain
Gomez, Javier
Moguerza, Javier M.
论文数: 0引用数: 0
h-index: 0
机构:
Rey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, SpainRey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, Spain
Moguerza, Javier M.
Ortega, Felipe
论文数: 0引用数: 0
h-index: 0
机构:
Rey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, SpainRey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, Spain
机构:
Emory Univ, Goizueta Business Sch, Atlanta, GA 30322 USA
Temple Univ, Fox Sch Business, Philadelphia, PA 19122 USAEmory Univ, Goizueta Business Sch, Atlanta, GA 30322 USA
Andrews, Michelle
Luo, Xueming
论文数: 0引用数: 0
h-index: 0
机构:
Temple Univ, Fox Sch Business, Philadelphia, PA 19122 USAEmory Univ, Goizueta Business Sch, Atlanta, GA 30322 USA
Luo, Xueming
Fang, Zheng
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, Chengdu 610064, Sichuan, Peoples R ChinaEmory Univ, Goizueta Business Sch, Atlanta, GA 30322 USA
Fang, Zheng
Ghose, Anindya
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Stern Sch Business, New York, NY 10012 USAEmory Univ, Goizueta Business Sch, Atlanta, GA 30322 USA
机构:
Virginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Virginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USAVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Abrahams, Alan S.
Fan, Weiguo
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Tech, Accounting & Informat Syst Dept, Blacksburg, VA 24061 USA
Shanghai Univ Finance & Econ, Sch Informat Engn & Management, Shanghai, Peoples R ChinaVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Fan, Weiguo
Wang, G. Alan
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USAVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Wang, G. Alan
Zhang, Zhongju
论文数: 0引用数: 0
h-index: 0
机构:
Univ Connecticut, Sch Business, Operat & Informat Management Dept, Storrs, CT 06269 USAVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
Zhang, Zhongju
Jiao, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Microsoft, Bellevue, WA 98004 USAVirginia Tech, Business Informat Technol Dept, Blacksburg, VA 24061 USA
机构:
Rey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, SpainRey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, Spain
Alfaro, Cesar
Cano-Montero, Javier
论文数: 0引用数: 0
h-index: 0
机构:
Rey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, SpainRey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, Spain
Cano-Montero, Javier
Gomez, Javier
论文数: 0引用数: 0
h-index: 0
机构:
Rey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, SpainRey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, Spain
Gomez, Javier
Moguerza, Javier M.
论文数: 0引用数: 0
h-index: 0
机构:
Rey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, SpainRey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, Spain
Moguerza, Javier M.
Ortega, Felipe
论文数: 0引用数: 0
h-index: 0
机构:
Rey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, SpainRey Juan Carlos Univ, Dept Stat & Operat Res, Camino El Molino S-N, Fuenlabrada, Spain
机构:
Emory Univ, Goizueta Business Sch, Atlanta, GA 30322 USA
Temple Univ, Fox Sch Business, Philadelphia, PA 19122 USAEmory Univ, Goizueta Business Sch, Atlanta, GA 30322 USA
Andrews, Michelle
Luo, Xueming
论文数: 0引用数: 0
h-index: 0
机构:
Temple Univ, Fox Sch Business, Philadelphia, PA 19122 USAEmory Univ, Goizueta Business Sch, Atlanta, GA 30322 USA
Luo, Xueming
Fang, Zheng
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, Chengdu 610064, Sichuan, Peoples R ChinaEmory Univ, Goizueta Business Sch, Atlanta, GA 30322 USA
Fang, Zheng
Ghose, Anindya
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Stern Sch Business, New York, NY 10012 USAEmory Univ, Goizueta Business Sch, Atlanta, GA 30322 USA