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Keywords: Artificial neural networks
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Journal Articles
AI-augmented decision-making and sustainability performance in SMEs: a hybrid PLS-SEM, ANN, and multi-group analysis
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems 1–24.
Published: 17 April 2026
... integrating Partial Least Squares Structural Equation Modelling (PLS-SEM) with Artificial Neural Networks (ANN). Data were collected from 304 SME managers and IT professionals. Multi-group analysis (MGA) examines firm size heterogeneity. Findings PLS-SEM results reveal that all seven antecedents...
Journal Articles
Hybrid analysis for understanding contact tracing apps adoption
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2021) 121 (7): 1599–1616.
Published: 30 April 2021
...Sophia Xiaoxia Duan; Hepu Deng Purpose This study aims to explore the adoption of contact tracing apps through a hybrid analysis of the collected data using structural equation modelling (SEM) and artificial neural networks (ANN), leading to the identification of the critical determinants...
Journal Articles
Predicting instructional effectiveness of cloud-based virtual learning environment
Available to Purchase
Journal:
Industrial Management & Data Systems
Industrial Management & Data Systems (2016) 116 (8): 1557–1584.
Published: 12 September 2016
..., school support, trust in website, knowledge sharing attitude and demographic variables. Design/methodology/approach Random sampling data were collected in two waves of nation-wide survey and analyzed with artificial neural network approach. Findings SDT, CET, content design, interactivity, trust...
