TY - JOUR
T1 - Cross-national differences in big data analytics adoption in the retail industry
AU - Youssef, Mayada Abd El Aziz
AU - Eid, Riyad
AU - Agag, Gomaa
N1 - Funding Information:
The authors are extremely grateful for the two-year research grant received from the United Arab Emirates University ( UPAR-G00003277 ), which enabled this research study to be carried out.
Publisher Copyright:
© 2021
PY - 2022/1
Y1 - 2022/1
N2 - Big data analytics (BDA) has emerged as a significant area of research for both researchers and practitioners in the retail industry, indicating the importance and influence of solving data-related problems in contemporary business organization. The present study utilised a quantitative-methods approach to investigate factors affecting retailers' adoption of BDA across three countries. A survey questionnaire was used to collect data from managers and decision-makers in the retail industry. Data of 2278 respondents were analysed through structural equation modelling. The findings revealed that security concerns, external support, top management support, and rational decision making culture have a greater effect on BDA adoption in developed countries UK than in UAE and Egypt. However, competition intensity and firm size have a greater effect on BDA adoption in UAE and Egypt than in UK. Finally, human variables (competence of information system's staff and staff's information system knowledge) have a greater effect on BDA adoption in Egypt than UK and UAE. The findings indicate that a “one-size-fits-all” approach is insufficient in capturing the heterogeneity of managers across countries. Implications for practice and theory were demonstrated.
AB - Big data analytics (BDA) has emerged as a significant area of research for both researchers and practitioners in the retail industry, indicating the importance and influence of solving data-related problems in contemporary business organization. The present study utilised a quantitative-methods approach to investigate factors affecting retailers' adoption of BDA across three countries. A survey questionnaire was used to collect data from managers and decision-makers in the retail industry. Data of 2278 respondents were analysed through structural equation modelling. The findings revealed that security concerns, external support, top management support, and rational decision making culture have a greater effect on BDA adoption in developed countries UK than in UAE and Egypt. However, competition intensity and firm size have a greater effect on BDA adoption in UAE and Egypt than in UK. Finally, human variables (competence of information system's staff and staff's information system knowledge) have a greater effect on BDA adoption in Egypt than UK and UAE. The findings indicate that a “one-size-fits-all” approach is insufficient in capturing the heterogeneity of managers across countries. Implications for practice and theory were demonstrated.
KW - Big data analytics
KW - Cross-national differences
KW - Diffusion of innovations model
KW - Retail industry
KW - Technology adoption
UR - http://www.scopus.com/inward/record.url?scp=85119055485&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85119055485&partnerID=8YFLogxK
U2 - 10.1016/j.jretconser.2021.102827
DO - 10.1016/j.jretconser.2021.102827
M3 - Article
AN - SCOPUS:85119055485
SN - 0969-6989
VL - 64
JO - Journal of Retailing and Consumer Services
JF - Journal of Retailing and Consumer Services
M1 - 102827
ER -