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Technological frames scales used in SEM analysis on AI adoption

<h3><span>Paper title this data set accompanies (submitted for peer review)&nbsp;</span></h3> <p><strong><span>Cognitive frames that drive AI adoption</span></strong></p> <h3><span>Paper Abstract</span></h3> <p><span>We investigate the role of cognitive frames in the adoption of artificial intelligence in the workplace. We propose a theoretical model of a three-level hierarchy of AI adoption that distinguishes between acceptance, collaboration, and co-creation. Each level represents higher levels of sophistication in human involvement in working with AI, ranging from passive utilitarian acceptance to active collaboration and co-creation. Using reasoning from technological frames of reference theory, we tested a structural model connecting individual cognitive frames to AI adoption. We developed a structural equation model that analyzed data collected from a sample of 305 professionals in Europe who have a high usage of technology in the workplace. Our results show the model exhibits high goodness of fit and predictive relevance. The work contributes to a greater understanding of the role of cognitive frames in driving the behavioural intention of adopting increasingly sophisticated AI technologies.</span></p> <h3><span>Grant Information</span></h3> <p><span>This project has received funding from the European Union&rsquo;s Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No 101023024 for&nbsp;<em>Augmented-Humans</em>. </span></p>

ShareScore

32/100

Overall dataset sharing score

Score breakdown

These five areas show where the dataset supports — or may limit — practical reuse.

Stewardship
4
Harmonization
4
Access
16
Reuse readiness
8
Engagement
0

Dataset details

Repository
zenodo
Published
November 28, 2024
License
cc-by-4.0
DOI
10.5281/zenodo.14241873

Scored with release 0.9.0

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