What type of study is this?

This is a Cross-Sectional Study study (also classified as: Validation Study).

The perception of the impact of smart infusion pumps on nurses’ medication administration performance: A study in Saudi Arabia hospitals

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Cross-sectional survey indicates usability and efficiency of smart infusion pumps influences nurses' performance in hospitals.

Medication administration performance relies on usability, showing significant impacts across demographics and regions.
76.8% of registered nurses reported daily use of smart infusion pumps for medication delivery.
A cross-sectional survey analyzed perceptions among 249 registered nurses across nine hospitals in Saudi Arabia.
Findings underscore the need for standardized training to address usability disparities among nurses.

Reem N Al-Dossary (2025) studied this question.

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