Determinants of E-Commerce, Artificial Intelligence, and Agile Methods in Small- and Medium-Sized Enterprises

被引:12
作者
Barata, Sofia F. P. G. [1 ]
Ferreira, Fernando A. F. [2 ,3 ]
Carayannis, Elias G. [4 ]
Ferreira, Joao J. M. [5 ]
机构
[1] Univ Inst Lisbon, ISCTE Business Sch, P-1649026 Lisbon, Portugal
[2] Univ Inst Lisbon, ISCTE Business Sch, BRU IUL, P-1649026 Lisbon, Portugal
[3] Univ Memphis, Fogelman Coll Business & Econ, Memphis, TN 38152 USA
[4] George Washington Univ, Sch Business, Dept Informat Syst & Technol Management, Washington, DC 20052 USA
[5] Univ Beira Interior, NECE Res Unit, P-6200209 Covilha, Portugal
关键词
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; MULTICRITERIA DECISION-ANALYSIS; ADOPTION; SATISFACTION; MANAGEMENT;
D O I
10.1109/TEM.2023.3269601
中图分类号
F [经济];
学科分类号
02 ;
摘要
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.
引用
收藏
页码:6903 / 6917
页数:15
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