Structured PREreview of Perceptions, Preparedness, and Challenges of Artificial Intelligence Integration in Government Healthcare Institutions in Al Buraimi Governorate, Oman: A Cross‑Sectional Study
- Published
- DOI
- 10.5281/zenodo.17233146
- License
- CC BY 4.0
- Does the introduction explain the objective of the research presented in the preprint?
- Yes
- Are the methods well-suited for this research?
- Somewhat appropriate
- Instrument appears adapted but the paper doesn’t document content/construct validation beyond Cronbach’s alpha (e.g., expert review, pilot testing, factor analysis); sampling uses stratified random selection and email recruitment but lacks detail on response rate/non-response bias; cross-sectional design limits causal inference; use of Google Forms is fine but data-quality controls aren’t described (e.g., attention checks).
- Are the conclusions supported by the data?
- Somewhat supported
- Are the data presentations, including visualizations, well-suited to represent the data?
- Neither appropriate and clear nor inappropriate and unclear
- How clearly do the authors discuss, explain, and interpret their findings and potential next steps for the research?
- Somewhat clearly
- Is the preprint likely to advance academic knowledge?
- Moderately likely
- Would it benefit from language editing?
- Yes
- Would you recommend this preprint to others?
- Yes, but it needs to be improved
- Is it ready for attention from an editor, publisher or broader audience?
- Yes, after minor changes
Competing interests
The author declares that they have no competing interests.
Use of Artificial Intelligence (AI)
The author declares that they did not use generative AI to come up with new ideas for their review.