Big data analytics;
Exports;
Firm level data;
Flash Eurobarometer 486;
D22;
F14;
D O I:
10.1007/s11079-024-09777-2
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
The use of big data analytics (including data mining and predictive analytics) by firms can be expected to increase productivity and reduce trade costs, which should be positively related to export activities. This paper uses firm level data from the Flash Eurobarometer 486 survey conducted in February - May 2020 to investigate the link between the use of big data analytics and export activities in manufacturing enterprises from the 27 member countries of the European Union. We find that firms which use big data analytics do more often export, do more often export to various destinations all over the world, and do export to more different destinations. The estimated big data analytics premia for exports are statistically highly significant after controlling for firm size, firm age, patents, and country. Furthermore, the size of these premia can be considered to be large. Successful exporters tend to use big data analytics.
机构:
Kastamonu Univ, Fac Econ & Adm Sci, Kastamonu, TurkiyeKastamonu Univ, Fac Econ & Adm Sci, Kastamonu, Turkiye
Yildiz, Bulent
Cigdem, Semsettin
论文数: 0引用数: 0
h-index: 0
机构:
Khoja Akhmet Yassawi Int Kazakh Turkish Univ, Fac Econ Management & Law, Turkestan, KazakhstanKastamonu Univ, Fac Econ & Adm Sci, Kastamonu, Turkiye
Cigdem, Semsettin
Meidute-Kavaliauskiene, Ieva
论文数: 0引用数: 0
h-index: 0
机构:
Vilnius Gediminas Tech Univ, Inst Dynam Management, Business Management Fac, Vilnius, LithuaniaKastamonu Univ, Fac Econ & Adm Sci, Kastamonu, Turkiye
Meidute-Kavaliauskiene, Ieva
Cincikaite, Renata
论文数: 0引用数: 0
h-index: 0
机构:
Vilnius Gediminas Tech Univ, Business Management Fac, Vilnius, LithuaniaKastamonu Univ, Fac Econ & Adm Sci, Kastamonu, Turkiye
机构:
Rutgers Business Sch, Dept Accounting & Informat Syst, One Washington Pk,Room 928, Newark, NJ 07102 USARutgers Business Sch, Dept Accounting & Informat Syst, One Washington Pk,Room 928, Newark, NJ 07102 USA
Alles, Michael
Gray, Glen L.
论文数: 0引用数: 0
h-index: 0
机构:
Calif State Univ Northridge, Coll Business & Econ, Dept Accounting & Informat Syst, 18111 Nordhoff St, Northridge, CA 91330 USARutgers Business Sch, Dept Accounting & Informat Syst, One Washington Pk,Room 928, Newark, NJ 07102 USA
机构:
Univ Lagos, Dept Accounting, Lagos, Nigeria
Univ Econ Ho Chi Minh City, Inst Business Res, 59C Nguyen Dinh Chieu St,Ward 6 Dist 3, Ho Chi Minh City, VietnamUniv Lagos, Dept Accounting, Lagos, Nigeria
Oyewo, Babajide
Dang Khoa Tran
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lagos, Dept Accounting, Lagos, Nigeria
Univ Econ Ho Chi Minh City, Inst Business Res, 59C Nguyen Dinh Chieu St,Ward 6 Dist 3, Ho Chi Minh City, VietnamUniv Lagos, Dept Accounting, Lagos, Nigeria