PurposeWith the escalating global challenge of antibiotic resistance, particularly the resistance rate of Acinetobacter baumannii, the need to rationalize carbapenem antibiotic use in clinical settings has become paramount. Our study tapped into a fishbone diagram to uncover the irrationalities in applying these antibiotics and highlight potential influencing factors. MethodsBased on these analyses, we initiated targeted intervention strategies. A PDCA cycle-based scientific management approach was implemented through the combined efforts of our antimicrobial stewardship team and relevant departments. ResultsOur study showed a significant post-intervention increase in the rational use of carbapenem antibiotics (P < 0.01) and a concurrent decrease in the detection of carbapenem-resistant Acinetobacter baumannii. ConclusionOur findings underscore that carbapenem usage can be effectively minimized with the continuous refinements offered by the PDCA cycle, leading to a reduction in multidrug-resistant bacteria, thus fostering rational drug use in healthcare.