2020
DOI: 10.1016/j.techsoc.2019.101225
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Cloud computing adoption and its impact on SMEs’ performance for cloud supported operations: A dual-stage analytical approach

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Cited by 192 publications
(183 citation statements)
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References 75 publications
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“…From a methodological point of view, we have combined the PLS-SEM and NN based approaches and shown that the importance of the factors in predicting the dependant variables may vary. Therefore, our study highlights the importance of combining multiple methodological approaches and as such, echo the recommendations of prior literature ( Chong 2013 ; Khayer et al., 2020 ; Talukder et al., 2020 ).…”
Section: Discussionsupporting
confidence: 83%
See 1 more Smart Citation
“…From a methodological point of view, we have combined the PLS-SEM and NN based approaches and shown that the importance of the factors in predicting the dependant variables may vary. Therefore, our study highlights the importance of combining multiple methodological approaches and as such, echo the recommendations of prior literature ( Chong 2013 ; Khayer et al., 2020 ; Talukder et al., 2020 ).…”
Section: Discussionsupporting
confidence: 83%
“…In this study, we created two ANNs using the feedback propagation multilayer perceptron (MLP) analysis, which has been successfully used in recent studies to supplement PLS-SEM analysis results (e.g. Khayer et al., 2020 ; Talukder et al., 2020 ). For building the ANNs, we used the SPSS 23.0 software package with the neural network add-on module.…”
Section: Methodsmentioning
confidence: 99%
“…After we found the data fit for multivariate analysis, and the constructs as valid and reliable, we were reasonably assured about the absence of multicollinearity to pursue a structural equation model (SEM) path analysis which was in the present case designed in accordance with the TPB framework. We used a variance-based multi-group SEM to simultaneously investigate a series of linear relationships [ 72 ] between different factors in EBF. This approach of SEM is capable enough of dealing with different stages of constructs at the same time while other types of analysis modules, such as multiple regression, are inappropriate and have limited capacity in this regard [ 73 ].…”
Section: Discussionmentioning
confidence: 99%
“…Facilitating conditions such as technology infrastructure, IT knowledge, compatibility with current processes are necessary for promoting the adoption of new technologies, especially among these firms (Khayer et al., 2019) for which collaborative strategies can be beneficial. Therefore, the dynamics of Industry 4.0 cannot be solved by any single sector alone, suggesting that governance must become a multi-stakeholder endeavour.…”
Section: Exploiting the Shared Collaborative Approaches Within Industmentioning
confidence: 99%