Impact of automated dispensing cabinets on medication administration efficiency in the emergency department.

The effect at night did not reach statistical significance for achieving OTA ≤ 30 min (aOR 1.26, 95% CI 0.87–1.80, p = 0.218), but OTA time still showed a significant mean reduction (β = − 1.80 min, p < 0.001).

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From a resource utilization perspective, although the upfront costs of ADC implementation may be significant, the long-term gains in workflow efficiency, staff time savings, and patient throughput can justify the investment, particularly when paired with ongoing quality improvement initiatives [ 32 ].

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