Scientific journal paper Q1
Determinants of e-commerce, artificial intelligence, and agile methods in small- and medium-sized enterprises
Sofia F. P. G. Barata (Barata, S.); Fernando Ferreira (Ferreira, F.); Elias G. Carayannis (Carayannis, E.); João J. M. Ferreira (Ferreira, J.);
Journal Title
IEEE Transactions on Engineering Management
Year (definitive publication)
2024
Language
English
Country
United States of America
More Information
Web of Science®

Times Cited: 7

(Last checked: 2024-12-18 09:18)

View record in Web of Science®

Scopus

Times Cited: 9

(Last checked: 2024-12-13 01:07)

View record in Scopus

Google Scholar

Times Cited: 34

(Last checked: 2024-12-16 12:52)

View record in Google Scholar

Abstract
Small- and medium-sized enterprises (SMEs) are constrained by scarce resources, yet they are under strong pressure to maintain a competitive position in global markets, especially during crises such as the coronavirus disease-19 (COVID-19) pandemic. In this context, electronic commerce (hereafter e-commerce) platforms combining artificial intelligence (AI) and agile methods have been thriving. On the one hand, AI is a better way to process the data essential to platform customization and optimization. On the other hand, agile adoption ensures iterative software delivery as well as improved management practices that reduce uncertainty and allow SMEs to adapt more easily to new market requirements. A limited number of studies have covered all three topics, especially in relation to these companies. This research focused on creating an innovative model to identify determinants that favor or inhibit SME development of e-commerce, AI, and agile method projects. The model was developed using cognitive mapping—based on strategic options development and analysis—and decision-making trial and evaluation laboratory technique. Recommendations were generated to help SMEs use these tools to acquire a stronger competitive position in global markets.
Acknowledgements
--
Keywords
Agile methods,Artificial intelligence (AI),Cognitive mapping,Decision-making trial and evaluation laboratory (DEMATEL),e-commerce,Multiple-criteria decision analysis (MCDA),Strategic options development and analysis (SODA),Technology
  • Economics and Business - Social Sciences
Funding Records
Funding Reference Funding Entity
UIDB/00315/2020 Fundação para a Ciência e a Tecnologia

With the objective to increase the research activity directed towards the achievement of the United Nations 2030 Sustainable Development Goals, the possibility of associating scientific publications with the Sustainable Development Goals is now available in Ciência-IUL. These are the Sustainable Development Goals identified by the author(s) for this publication. For more detailed information on the Sustainable Development Goals, click here.