Antibiotic Consumption and Gram-Negative Resistance Dynamics in the ICU: A Five-Year Autoregressive Integrated Moving Average (ARIMA) Analysis

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Authors: Lejla Rakovac-Tupković, Nijaz Tihić, Jasmina Smajić, Hedim Osmanovic, Mirela Bašić Denjagić, Predrag Jovanović, Emir Bečirović, Minela Bećirović
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References: 25

Abstract

Aim: The aim of this study was to evaluate the impact of hospital antibiotic consumption on the rate of antimicrobial resistance (AMR) of gram-negative bacteria, specifically the Enterobacteriaceae family and the genus Acinetobacter, in the University Clinical Center (UCC) Tuzla, Bosnia and Herzegovina. Methods: A five-year retrospective, observational, pharmacoepidemiological study was conducted (2014 to 2018). Antibiotic consumption was calculated using the WHO Anatomical Therapeutic Chemical/defined daily dose (ATC/DDD) methodology and expressed as DDD per 100 bed-days (BD). Microbiological data were obtained for Klebsiella pneumoniae, Escherichia coli, Proteus mirabilis, and Acinetobacter species. The temporal associations between consumption and resistance were analyzed using linear regression and autoregressive integrated moving average (ARIMA) models. Results: The total antibiotic consumption at UCC Tuzla significantly increased from 61.35 to 73.51 DDD/100 BD (p=0.003). Consumption in intensive care units (ICUs) was significantly higher than the hospital-wide average (p

Fields of Study & Subjects

Antibiotic Use and Resistance Antibiotic Resistance in Bacteria Antibiotics Pharmacokinetics and Efficacy

Publication details

Journal / source
Cureus
Volume
18
Issue
1
Pages
e102615–e102615
Publication date
30 January 2026
Language
EN