CIRIEC-ESPANA REVISTA DE ECONOMIA PUBLICA SOCIAL Y COOPERATIVA
|
2023年
/
107卷
关键词:
Social network analysis;
twitter;
food retailers;
text mining;
social media mar-keting;
content analysis;
agri-food cooperatives;
SOCIAL MEDIA;
TWITTER;
CONSUMERS;
PERCEPTION;
ENGAGEMENT;
MANAGEMENT;
CENTRALITY;
COVID-19;
BEHAVIOR;
FUTURE;
D O I:
10.7203/CIRIEC-E.107.21460
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
The use of big data by large food retailers is increasing their bargaining power against the agri-food cooperative sector. The aim of this study was to determine the social me-dia behaviour of food retailers in Spain and the UK, and to identify significant changes pre-and post-COVID-19 pandemic. The study analysed Twitter data collected from 16 food retailers; a total of 102,200 valid tweets were extracted from their official Twitter accounts. A term fre-quency analysis and a social network analysis of food retailers' Twitter behaviour were carried out. The results obtained show differences for both UK and Spanish retailers before and during the COVID-19 pandemic. For agri-food cooperatives with little bargaining power in the supply chain of fresh produce, data analysis is a key factor in improving their competitive positioning. These findings should be of value to data scientists as well as managers responsible for form-ing strategies in agri-food firms that have large food retailers as clients. Finally, the study also confirms that, for agri-food cooperatives, analysing tweet content is a cheap and useful tool for understanding customer behaviour.
机构:
Univ Manchester, Alliance Manchester Business Sch, Manchester, Lancs, EnglandUniv Manchester, Alliance Manchester Business Sch, Manchester, Lancs, England
Singh, Akshit
Shukla, Nagesh
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wollongong, Fac Engn & Informat Sci, SMART Infrastruct Facil, Wollongong, NSW 2522, AustraliaUniv Manchester, Alliance Manchester Business Sch, Manchester, Lancs, England
Shukla, Nagesh
Mishra, Nishikant
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hull, Hull Univ Business Sch, Kingston Upon Hull, N Humberside, EnglandUniv Manchester, Alliance Manchester Business Sch, Manchester, Lancs, England
机构:
Univ Manchester, Alliance Manchester Business Sch, Manchester, Lancs, EnglandUniv Manchester, Alliance Manchester Business Sch, Manchester, Lancs, England
Singh, Akshit
Shukla, Nagesh
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wollongong, Fac Engn & Informat Sci, SMART Infrastruct Facil, Wollongong, NSW 2522, AustraliaUniv Manchester, Alliance Manchester Business Sch, Manchester, Lancs, England
Shukla, Nagesh
Mishra, Nishikant
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hull, Hull Univ Business Sch, Kingston Upon Hull, N Humberside, EnglandUniv Manchester, Alliance Manchester Business Sch, Manchester, Lancs, England